0000927628us-gaap:OtherPostretirementBenefitPlansDefinedBenefitMember2020-01-012020-12-31


UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549

FORM 10-K

ý
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the fiscal year ended December 31, 2021
OR
For the fiscal year ended December 31, 2017
OR
¨ TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from  to
Commission File No. 1-13300
For the transition period from to
Commission File No. 001-13300

CAPITAL ONE FINANCIAL CORPORATION
(Exact name of registrant as specified in its charter)

Delaware54-1719854
(State or Other Jurisdictionother jurisdiction of Incorporationincorporation or Organization)organization)(I.R.S. Employer Identification No.)
1680 Capital One Drive,
McLean, Virginia
22102
McLean,Virginia22102
(Address of Principal Executive Offices)principal executive offices)(Zip Code)
Registrant’s telephone number, including area code: (703) 720-1000

Securities registered pursuant to sectionSection 12(b) of the act:
Act:
Title of Each ClassTrading Symbol(s)Name of Each Exchange on Which Registered
Common Stock (par value $.01 per share)COFNew York Stock Exchange
Warrants (expiring November 14, 2018)New York Stock Exchange
Depositary Shares, Each Representing a 1/40th Interest in a Share of Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series BICOF PRINew York Stock Exchange
Depositary Shares, Each Representing a 1/40th Interest in a Share of Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series CJCOF PRJNew York Stock Exchange
Depositary Shares, Each Representing a 1/40th Interest in a Share of Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series DKCOF PRKNew York Stock Exchange
Depositary Shares, Each Representing a 1/40th Interest in a Share of Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series FLCOF PRLNew York Stock Exchange
Depositary Shares, Each Representing a 1/40th Interest in a Share of Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series GNCOF PRNNew York Stock Exchange
Depositary Shares, Each Representing a 1/40th Interest in a Share of Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series H0.800% Senior Notes Due 2024COF24New York Stock Exchange
1.650% Senior Notes Due 2029COF29New York Stock Exchange
Securities registered pursuant to section 12(g) of the act:Act: None

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes ý No ¨
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act. Yes ¨ Noý
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes   No 
Yes ý No ¨
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate website, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files). Yes ý No ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K is not contained herein, and will not be contained, to the best of the registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K. ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company.company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerýAccelerated filer¨
Non-accelerated filer
¨ (Do not check if a smaller reporting company)
Smaller reporting company¨
Emerging growth company¨
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ¨
Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C.7262(b)) by the registered public accounting firm that prepared or issued its audit report.
Indicate by check mark whether the registrant is a Shell Companyshell company (as defined in Rule 12b-2 of the Exchange Act). Yes ¨ No ý
The aggregate market value of the voting stock held by non-affiliates of the registrant as of the close of business on June 30, 20172021 was approximately $39.2 billion.$68.4 billion As of January 31, 2018,2022, there were 486,287,085413,661,098 shares of the registrant’s Common Stock outstanding.
DOCUMENTS INCORPORATED BY REFERENCE
1.Portions of the Proxy Statement for the annual meeting of stockholders to be held on May 5, 2022, are incorporated by reference into Part III.
1.Portions of the Proxy Statement for the annual meeting of stockholders to be held on May 3, 2018, are incorporated by reference into Part III.





TABLE OF CONTENTS
Page
Page
Business
Supervision and Regulation
Item 1A.Risk Factors
Item 1B.Unresolved Staff Comments
Item 2.Properties
Item 3.Legal Proceedings
Item 4.Mine Safety Disclosures
PART II
Item 5.Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities
Summary of

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127


Note 1—Summary of Significant Accounting Policies
Note 2—Business Developments and Discontinued Operations
Note 3—Investment Securities
Note 4—Loans
Note 5—Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending Commitments
PART III
Disclosure Regarding Foreign Jurisdictions that Prevent 224Inspections
PART IV
Item 15.Exhibits, Financial Statements Schedules
Item 16.Form 10-K Summary
SIGNATURES

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INDEX OF MD&A AND SUPPLEMENTAL TABLES
MD&A Tables:Page
1Average Balances, Net Interest Income and Net Interest Margin
2Rate/Volume Analysis of Net Interest Income
3Non-Interest Income
4Non-Interest Expense
5Investment Securities
6Non-Agency Investment Securities Credit Ratings
7Loans Held for Investment
8Business Segment Results
9Credit Card Business Results
9.1Domestic Card Business Results
10Consumer Banking Business Results
11Commercial Banking Business Results
12Other Category Results
13Capital Ratios under Basel III
14Regulatory Capital Reconciliations between Basel III Transition to Fully Phased-in
15Preferred Stock Dividends Paid Per Share
16Loans Held for Investment Portfolio Composition
17Commercial Loans by Industry
18Home Loans—Risk Profile by Lien Priority
19
20Credit Score Distribution
2130+ Day Delinquencies
22Aging and Geography of 30+ Day Delinquent Loans
2390+ Day Delinquent Loans Accruing Interest
24Nonperforming Loans and Other Nonperforming Assets
25Net Charge-Offs (Recoveries)
26Troubled Debt Restructurings
27Allowance for Loan and Lease Losses and Reserve for Unfunded Lending Commitments Activity
28Allowance Coverage Ratios
29Liquidity Reserves
30Deposits Composition and Average Deposits Interest Rates
31Maturities of Large-Denomination Domestic Time Deposits—$100,000 or More
32Long-Term Funding
33Senior Unsecured Long-Term Debt Credit Ratings
34
35Interest Rate Sensitivity Analysis
   
 
ALoans Held for Investment Portfolio Composition
B
C
D
E
FReconciliation of Non-GAAP Measures and Calculation of Regulatory Capital Measures
GSelected Quarterly Financial Information

3
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INDEX OF MD&A AND SUPPLEMENTAL TABLE
Page
1
2
3
4
5
6
7
8
8
9
10
11
12
13
14
15
16
17
18
19
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21
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32
33Long-Term Debt Funding Activities
34
35
36
A
B
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PART I
Item 1. Business
OVERVIEW
General
Capital One Financial Corporation, a Delaware corporation established in 1994 and headquartered in McLean, Virginia, is a diversified financial services holding company with banking and non-banking subsidiaries. Capital One Financial Corporation and its subsidiaries (the “Company” or “Capital One”) offer a broad array of financial products and services to consumers, small businesses and commercial clients through branches, the internetdigital channels, branch locations, Cafés and other distribution channels.
As of December 31, 2017,2021, our principal subsidiaries included:
Capital One Bank (USA), National Association (“COBNA”), which offers credit and debit card products along with other lending products and deposit products;consumer services; and
Capital One, National Association (“CONA”), which offers a broad spectrum of banking products and financial services to consumers, small businesses and commercial clients.
The Company is hereafter collectively referred to as “we,” “us” or “our.” COBNA and CONA are collectively referred to as the “Banks.” References to “this Report” or our “2017“2021 Form 10-K” or “2017“2021 Annual Report” are to our Annual Report on Form 10-K for the fiscal year ended December 31, 2017.2021. All references to 2017, 2016, 2015, 20142021, 2020 and 2013,2019, refer to our fiscal years ended, or the dates, as the context requires, December 31, 2017,2021, December 31, 2016, December 31, 2015, December 31, 20142020 and December 31, 2013,2019, respectively. Certain business terms used in this document are defined in the “MD&A—Glossary and Acronyms” and should be read in conjunction with the Consolidated Financial Statements included in this Report.
As one of the nation’s ten largest banks based on deposits as of December 31, 2017, we service banking customer accounts through the internet and mobile banking, as well as through Cafés, ATMs and branch locations primarily across New York, Louisiana, Texas, Maryland, Virginia, New Jersey and the District of Columbia. We also operate the largest online direct bank in the United States (“U.S.”) by deposits. In addition to bank lending, treasury management and depository services, we offer credit and debit card products, auto loans and other consumer lending products in markets across the United States. We were the third largest issuer of Visa®Visa® (“Visa”) and MasterCard®MasterCard® (“MasterCard”) credit cards in the U.S. based on the outstanding balance of credit card loans as of December 31, 2017.2021. In addition to credit cards, we also offer debit cards, bank lending, treasury management and depository services, auto loans and other consumer lending products in markets across the U.S. As one of the nation’s largest banks based on deposits as of December 31, 2021, we service banking customer accounts through digital channels, as well as through branch locations, Cafés, call centers and automated teller machines (“ATMs”).
We also offer products and services outside of the U.S. principally through Capital One (Europe) plc (“COEP”), an indirect subsidiary of COBNA organized and located in the United Kingdom (“U.K.”), and through a branch of COBNA in Canada. Both COEP and our Canadian branch of COBNA in Canada have the authority to provide credit card loans.
Business Developments
We regularly explore and evaluate opportunities to acquire financial products and services andas well as financial assets, including credit card and other loan portfolios, and enter into strategic partnerships as part of our growth strategy. We also explore opportunities to acquire digitaltechnology companies and related assets to improve our information technology infrastructure and to deliver on our digital strategy. We may issue equity or debt to fund our acquisitions. In addition, we regularly consider the potential disposition of certain of our assets, branches, partnership agreements or lines of business. We may issue equity or debt, including public offerings, to fund our acquisitions.
On November 7, 2017, we announced our decision to cease new originations of residential mortgage and home equity loan products within our Consumer Banking business. We continue to service our existing home loan portfolio.
On September 25, 2017, we completed the acquisition from Synovus Bank of credit card assets and related liabilities of World’s Foremost Bank, a wholly-owned subsidiary of Cabela’s Incorporated (“Cabela’s acquisition”). The Cabela’s acquisition added approximately $5.7 billion to our domestic credit card loans held for investment portfolio as of the acquisition date. See “Note 2—Business Developments and Discontinued Operations” for additional details.


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Coronavirus Disease 2019 (COVID-19) Pandemic
On December 1, 2015,The COVID-19 pandemic resulted in a global public-health crisis, disrupting economies and introducing significant volatility into financial markets. We transformed how we completedwork in order to protect the acquisitionwell-being of our associates and our customers, and were able to continue to serve our customers, successfully manage critical functions, and keep our lines of business operating.
Since the start of the HealthcareCOVID-19 pandemic, a significant majority of our associates across our workforce have transitioned to working remotely, relying on our technology infrastructure and systems that have been designed for resilience and security. The majority of our associates continue to work remotely. In the future, we plan to adopt a hybrid work methodology that allows for in-office collaboration while still enabling associates to work remotely. We continue to monitor local conditions to ensure the safety of our associates.
For the extent to which the COVID-19 pandemic impacted our financial results, refer to “Part II—Item 7. Management’s Discussion and Analysis of Financial ServicesCondition and Results of Operations (“MD&A”).” The extent to which the COVID-19 pandemic ultimately impacts our business, results of General Electric Capital Corporation (“HFS acquisition”). Including post-closing purchase price adjustments, we recorded approximately $9.2 billionoperations, and financial condition will depend on future developments that are still uncertain and cannot be predicted, including the scope and duration of the COVID-19 pandemic and actions taken by governmental authorities and other third parties in assets, including $8.2 billionresponse to the COVID-19 pandemic. For more information see “Part I—Item 1A. Risk Factors” under the heading “Our results of loans.operations may be adversely affected by the effects of the COVID-19 pandemic.”
Additional Information
Our common stock trades on the New York Stock Exchange (“NYSE”) under the symbol “COF” and is included in the Standard & Poor’s (“S&P”) 100 Index. We maintain a website at www.capitalone.com. Documents available under Corporate Governance“Governance & Leadership” in the Investor Relations section of our website include:
our Certificate of Incorporation, Bylaws, Corporate Governance Guidelines, and Code of Business ConductConduct; and Ethics for the Corporation;
our Corporate Governance Guidelines; and
charters for the Audit, Compensation, Governance and Nominating, and Risk Committees of the Board of Directors.
These documents also are available in print to any stockholder who requests a copy. We intend to disclose future amendments to certain provisions of our Code of Business Conduct and Ethics, andon the website following the date of the amendment. If applicable, we would publicly disclose any waivers of our Code of Business Conduct and Ethics granted to executive officers and directors, on the website within four business days following the date of the amendment or waiver.directors.
In addition, we make available free of charge through our website all of our U.S. Securities and Exchange Commission (“SEC”) filings, including our Annual Reports on Form 10-K, Quarterly Reports on Form 10-Q, Current Reports on Form 8-K and amendments to those reports, as soon as reasonably practicable after electronically filing or furnishing such material to the U.S. Securities and Exchange Commission (“SEC”).
SEC at www.sec.gov.
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OPERATIONS AND BUSINESS SEGMENTS
Our consolidated total net revenues are derived primarily from lending to consumer and commercial customers net of funding costs associated with our deposits, short-term borrowingslong-term debt and long-term debt.other borrowings. We also earn non-interest income which primarily consists of interchange income, net of reward expenses, and service charges and other customer-related fees. Our expenses primarily consist of the provision for credit losses, operating expenses, marketing expenses and income taxes.
Our principal operations are organized for management reporting purposes into three primarymajor business segments, which are defined primarily based on the products and services provided or the typetypes of customercustomers served: Credit Card, Consumer Banking and Commercial Banking. The operations of acquired businesses have been integrated into or managed as a part of our existing business segments. Certain activities that are not part of a segment, such as management of our corporate investment portfolio and asset/liability management by our centralized Corporate Treasury group, andare included in the Other category. Other category also includes unallocated corporate expenses that do not directly support the operations of the business segments or for which the business segments are not considered financially accountable in evaluating their performance, such as certain restructuring charges, as well as residual tax expense or benefit to arrive at the consolidated effective tax rate that is not assessed to our primary business segments, are included in the Other category.segments.
Credit Card: Consists of our domestic consumer and small business card lending, and international card businesses in Canada and the United Kingdom.
Consumer Banking: Consists of our branch-based lending and deposit gathering and lending activities for consumers and small businesses, national deposit gathering,and national auto lending and our consumer home loan portfolio and associated servicing activities.
lending.
Commercial Banking: Consists of our lending, deposit gathering, capital markets and treasury management services to commercial real estate and commercial and industrial customers. Our commercial and industrial customers typically include companies with annual revenues between $20 million and $2 billion.
Customer usage and payment patterns, estimates of future expected credit quality,losses, levels of marketing expense and operating efficiency all affect our profitability. In our Credit Card business, we experience fluctuations in purchase volume and the level of outstanding loan receivables due to seasonal variances in consumer spending and payment patterns which, for example, arehave historically been the highest around the winter holiday season. No individual quarter in 2017, 2016 or 2015 accounted for more than 30% of our total revenues in any of these fiscal years. Net charge-off rates infor our Credit Card and Consumer Banking businessescredit card loan portfolio also have historically exhibited seasonal patterns as well and generally tend to be the highest in the first and fourth quartersquarter of the year.

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For additional information on our business segments, including the financial performance of each business, see “Part II—Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”)—Executive Summary and Business Outlook,,” “MD&A—Business Segment Financial PerformancePerformance” and Note 18—“Note 17—Business Segments and Revenue from Contracts with Customers” of this Report.
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COMPETITION
Each of our business segments operates in a highly competitive environment, and we face competition in all aspects of our business from numerous bank and non-bank providers of financial services.
Our Credit Card business competes with international, national, regional and local issuers of Visa and MasterCard credit cards, as well as with American Express®, Discover Card®, private-label card brands, and, to a certain extent, issuers of debit cards. In general, customers are attracted to credit card issuers largely on the basis of price, credit limit, reward programs and other product features.
Our Consumer Banking and Commercial Banking businesses compete with national, state and direct banks for deposits, commercial and auto loans, as well as with savings and loan associations and credit unions for loans and deposits. Our competitors also include automotive finance companies, commercial mortgage banking companies and other financial services providers that provide loans, deposits, and other similar services and products. In addition, we compete against non-depository institutions that are able to offer these products and services. Securities firms
We also consider new and insuranceemerging companies that elect to become financial holding companies may acquire banksin digital and mobile payments and other financial institutions. Combinationstechnology providers among our competitors. We compete with many forms of this type could significantly change the competitive environment in which we conduct business. The financial services industry is also likely to become more competitive as further technological advances enable more companies to provide financial services. These technological advances may diminish the importance of depository institutionspayment mechanisms, systems and other financial intermediaries in the transfer of funds between parties. In addition, competition among direct banks is intense because online banking provides customers the ability to rapidly deposit and withdraw funds and open and close accounts in favor of products, and services offered by competitors.both bank and non-bank providers.
Our businesses generally compete on the basis of the quality and range of their products and services, transaction execution, innovation and price. Competition varies based on the types of clients, customers, industries and geographies served. Our ability to compete depends, in part, on our ability to attract and retain our associates and on our reputation. Our decisionreputation as well as our ability to ceasekeep pace with innovation, in particular in the development of new originations of residential mortgage and home equity loan products within our Consumer Banking business was informed, in part, by the competitive landscape for those products. That decision notwithstanding, we believe that we are able to compete effectively in our current markets.technology platforms. There can be no assurance, however, that our ability to market products and services successfully or to obtain adequate returns on our products and services will not be impacted by the nature of the competition that now exists or may later develop, or by the broader economic environment. For a discussion of the risks related to our competitive environment, please refer tosee “Part I—Item 1A. Risk Factors.Factors.
SUPERVISION AND REGULATION
General
The regulatory framework applicable to banking organizations is intended primarily for the protection of depositors and the stability of the U.S. financial system, rather than for the protection of shareholders and creditors.
As a banking organization, we are subject to extensive regulation and supervision. In addition to banking laws and regulations, we are subject to various other laws and regulations, all of which directly or indirectly affect our operations and management and our ability to make distributions to shareholders. We and our subsidiaries are also subject to supervision and examination by multiple regulators. In addition to laws and regulations, state and federal bank regulatory agencies may issue policy statements, interpretive letters and similar written guidance applicable to us and our subsidiaries. Any change in the statutes, regulations or regulatory policies applicable to us, including changes in their interpretation or implementation, could have a material effect on our business or organization.
Both the scope of the laws and regulations and the intensity of the supervision to which we are subject have increased, initially in response to the financial crisis, and more recently in light of other factors such as technological, political and market changes. Regulatory enforcement and fines have also increased across the banking and financial services sector.
The descriptions below summarize certain significant federal and state laws, as well as international laws, to which we are subject. The descriptions are qualified in their entirety by reference to the particular statutory or regulatory provisions summarized. They do not summarize all possible or proposed changes in current laws or regulations and are not intended to be a substitute for the related statutes or regulatory provisions.
Banking Regulation
Capital One Financial Corporation is a bank holding company (“BHC”) and a financial holding company (“FHC”) under the Bank Holding Company Act of 1956, as amended (“BHC Act”), and is subject to the requirements of the BHC Act, including approval requirements for investments in or acquisitions of banking organizations, capital adequacy standards and limitations
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on nonbankingnon-banking activities. As a BHC and FHC, we are subject to supervision, examination and regulation by the Board of Governors of the Federal Reserve System (“Federal Reserve”). Permissible activities for a BHC include those activities that are so closely related to banking as to be a proper incident thereto. In addition, ana FHC is permitted to engage in activities considered to be financial in nature (including, for example, securities underwriting and dealing and merchant banking activities), incidental to financial activities or, if the Federal Reserve determines that they pose no risk to the safety or soundness of depository institutions or the financial system in general, activities complementary to financial activities.
To become and remain eligible for financial holding companyFHC status, a BHC and its subsidiary depository institutions must meet certain criteria, including capital, management and Community Reinvestment Act (“CRA”) requirements. Failure to meet such criteria could result, depending on which requirements were not met, in the Company facing restrictions on new financial activities or acquisitions or being required to discontinue existing activities that are not generally permissible for BHCs.

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The Banks are national associations chartered under the laws of the United States,National Bank Act, and the deposits of which are insured by the Deposit Insurance Fund (“DIF”) of the Federal Deposit Insurance Corporation (“FDIC”) up to applicable limits. The Banks are subject to comprehensive regulation and periodic examination by the Office of the Comptroller of the Currency (“OCC”), the FDIC and the Consumer Financial Protection Bureau (“CFPB”). Subject to obtaining all regulatory approvals, we plan to merge the Banks in the fourth quarter of 2022. There can be no assurance that the merger will take place in this time frame. After the completion of the merger, Capital One will conduct its core banking businesses through one subsidiary bank, Capital One, National Association.
We also are also registered as a financial institution holding company under the lawlaws of the Commonwealth of Virginia and, as such, we are subject to periodic examination by the Virginia Bureau of Financial Institutions. We also face regulation in the international jurisdictions in which we conduct business (see below underbusiness. See “Regulation of Businesses by Authorities Outside the United States”). below for additional details.
Regulation of Business Activities
The business activities of the Company and the Banks are also subject to regulation and supervision under various laws and regulations.
Regulations of Consumer Lending Activities
The activities of the Banks as consumer lenders are subject to regulation under various federal laws, including, for example, the Truth in Lending Act (“TILA”), the Equal Credit Opportunity Act, the Fair Credit Reporting Act, the CRA, the Dodd-Frank Wall Street Reform and Consumer Protection Act of 2010 (“Dodd-Frank Act”), the Servicemembers Civil Relief Act and the Military Lending Act, as well as under various state laws. We are also subject to the Credit Card Accountability Responsibility and Disclosure Act, whichTILA, as amended, the TILA, and which imposes a number of restrictions on credit card practices impacting rates and fees, requires that a consumer’s ability to pay be taken into account before issuing credit or increasing credit limits, and imposes revised disclosures required for open-end credit.
Depending on the underlying issue and applicable law, regulators may be authorized to impose penalties for violations of these statutes and, in certain cases, to order banks to compensate customers. Borrowers may also have a private right of action for certain violations. Federal bankruptcy and state debtor relief and collection laws may also affect the ability of a bank, including the Banks, to collect outstanding balances owed by borrowers.
Mortgage Lending
The CFPB has issued several rules pursuant to the Dodd-Frank Wall Street Reform and Consumer Protection Act (“Dodd-Frank Act”) that provide additional disclosure requirements and substantive limitations on our mortgage lending activities. Although we announced our decision to cease new originations of residential mortgage and home equity loan products within our Consumer Banking business, these rules could still impact pending mortgage loan applications and our servicing activities.
Debit Interchange Fees
The Dodd-Frank Act requires that the amount of any interchange fee received by a debit card issuer with respect to debit card transactions be reasonable and proportional to the cost incurred by the issuer with respect to the transaction. Final rulesRules adopted by the Federal Reserve to implement these requirements limit interchange fees per debit card transaction to $0.21 plus five basis points of the transaction amount and provide for an additional $0.01 fraud prevention adjustment to the interchange fee for issuers that meet certain fraud prevention requirements.
Bank Secrecy
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Privacy, Data Protection and Cybersecurity
We are subject to a variety of continuously evolving and developing laws and regulations in the United States and abroad regarding privacy, data protection and data security, including those related to the collection, storage, handling, use, disclosure, transfer, security, and other processing of personal information. These areas have seen a considerable increase in legislative and regulatory activity over the past several years. For example, in November 2021, the Federal Reserve, OCC, and FDIC (collectively, the “Federal Banking Agencies”) issued a final rule that, among other things, requires a banking organization to notify its primary federal regulators as soon as possible and no later than 36 hours after determining that a significant computer-security incident has occurred.
In addition, significant uncertainty exists as privacy, data protection and data security laws may be interpreted and applied differently from country to country or state to state and may create inconsistent or conflicting requirements. For example, in the United States we are subject to the Gramm-Leach Bliley Act (“GLBA”), among other laws and USA PATRIOTregulations, at the federal level, and in Canada we are subject to the Personal Information Protection and Electronic Documents Act (“PIPEDA”). In addition, the European Union (“EU”) General Data Protection Regulation (“GDPR”) applies EU data protection laws to companies that process data of 2001EU residents, and we also are subject to the U.K. General Data Protection Regulation (“U.K. GDPR”). At the U.S. state level, we are subject to a number of laws and regulations, such as the California Consumer Privacy Act (“CCPA”), which became effective on January 1, 2020. The CCPA and its implementing regulations, as amended by the California Privacy Rights Act (“CPRA”) (which will take effect in most material respects on January 1, 2023), create obligations on covered companies to, among other things, share certain information they have collected about individuals who are California residents with those individuals, subject to some exceptions. Many other states have also enacted or are considering enactment of state-level privacy, data protection and/or data security laws and regulations, with which we may be required to comply.
We continue to monitor privacy, data protection and data security legal developments in the jurisdictions in which we do business. For further discussion of privacy, data protection and cybersecurity, and related risks for our business, see “Part I—Item 1A. Risk Factors” under the headings “We face risks related to our operational, technological and organizational infrastructure,” “A cyber-attack or other security incident, including one that results in the theft, loss or misuse of information (including personal information), or the disabling of systems and access to information critical to business operations, may result in increased costs, reductions in revenue, reputational damage, legal exposure and business disruptions,” and “Our required compliance with applicable laws and regulations related to privacy, data protection and data security may increase our costs, reduce our revenue, increase our legal exposure and limit our ability to pursue business opportunities.”
Anti-Money Laundering and Anti-Terrorism
The Bank Secrecy Act and the USA PATRIOT Act of 2001 (“Patriot Act”) require financial institutions, among other things, to implement a risk-based program reasonably designed to prevent money laundering and to combat the financing of terrorism, including through suspicious activity and currency transaction reporting, compliance, record-keeping and customer due diligence.
In May 2016, the United States Department of the Treasury’s Financial Crimes Enforcement Network issued a final rule making customer due diligence a required, stand-alone part of the anti-money laundering programs financial institutions must maintain under the Bank Secrecy Act. For these purposes, the term “customer due diligence” refers to customer identification and verification, beneficial ownership identification and verification, understanding the nature and purpose of customer relationships to develop a customer risk profile, ongoing monitoring for reporting suspicious transactions and, on a risk-adjusted basis, maintaining and updating customer information. The rule became effective on July 11, 2016 and requires full compliance by May 11, 2018 for Capital One and all other covered financial institutions.
The Patriot Act also contains financial transparency laws and provides enhanced information collection tools and enforcement mechanisms to the United StatesU.S. government, including due diligence and record-keeping requirements for private banking and correspondent accounts; standards for verifying customer identification at account opening; rules to produce certain records upon

7Capital One Financial Corporation (COF)


request of a regulator or law enforcement agency; and rules to promote cooperation among financial institutions, regulators and law enforcement agencies in identifying parties that may be involved in terrorism, money laundering and other crimes.
The Anti-Money Laundering Act of 2020 (“AML Act”), enacted on January 1, 2021 as part of the National Defense Authorization Act, does not directly impose new requirements on banks, but requires the U.S. Treasury Department to issue National Anti-Money Laundering and Countering the Financing of Terrorism Priorities, which it did in June 2021, and to conduct studies and issue regulations that may, over the next few years, significantly alter some of the due diligence, recordkeeping and reporting requirements that the Bank Secrecy Act and Patriot Act impose on banks. The AML Act also contains provisions that promote increased information-sharing and use of technology, and increases penalties for violations of the Bank Secrecy Act and includes whistleblower incentives, both of which could increase the prospect of regulatory enforcement.
9Capital One Financial Corporation (COF)

Funding
Under the Federal Deposit Insurance Corporation Improvement Act of 1991 (“FDICIA”), as discussed in “MD&A—Liquidity Risk Profile,” only well-capitalizedwell capitalized and adequately capitalized institutions may accept brokered deposits. Adequately capitalized institutions, however, must obtain a waiver from the FDIC before accepting brokered deposits, and such institutions may not pay rates that significantly exceed the rates paid on deposits of similar maturity obtained from the institution’s normal market area or, for deposits obtained from outside the institution’s normal market area, the national rate on deposits of comparable maturity. In December 2020, the FDIC finalized amendments to the brokered deposit regulation that, among other things, generally clarify and narrow the scope of the “deposit broker” definition. The amendments became effective April 1, 2021, with compliance required by January 1, 2022.
The FDIC is authorized to terminate a bank’s deposit insurance upon a finding by the FDIC that the bank’s financial condition is unsafe or unsound or that the institution has engaged in unsafe or unsound practices or has violated any applicable rule, regulation, order or condition enacted or imposed by the bank’s regulatory agency. The termination of deposit insurance would likely have a material adverse effect on a bank’s liquidity
Broker-Dealer and earnings.
NonbankInvestment Advisory Activities
Certain of our nonbanknon-bank subsidiaries are subject to supervisionregulation and regulationsupervision by various other federal and state authorities. Capital One Securities,Investing, Inc. and (formerly known as United Income, Inc.) (“Capital One Investing,Investing”) is an investment adviser registered with the SEC and primarily regulated under the Investment Advisers Act of 1940.
Capital One Securities, Inc., KippsDeSanto & Company and TripleTree, LLC are registered broker-dealers regulated by the SEC and the Financial Industry Regulatory Authority. OurThese broker-dealer subsidiaries are subject, among other things, to net capital rules designed to measure the general financial condition and liquidity of a broker-dealer. Under these rules, broker-dealers are required to maintain the minimum net capital deemed necessary to meet their continuing commitments to customers and others, and to keep a substantial portion of their assets in relatively liquid form. These rules also limit the ability of a broker-dealer to transfer capital to its parent companies and other affiliates. Broker-dealers are also subject to regulations covering their business operations, including sales and trading practices, public offerings, publication of research reports, use and safekeeping of client funds and securities, capital structure, record-keeping and the conduct of directors, officers and employees.
Capital One Asset Management, LLC and Capital One Advisors, LLC are SEC-registered investment advisers regulated under the Investment Advisers Act of 1940. Capital One Asset Management, LLC, whose sole client is CONA, provides investment advice to CONA’s private banking customers, including trusts, high net worth individuals, institutions, foundations, endowments and other organizations.
Capital One Agency LLC is a licensed insurance agency that provides both personal and business insurance services to retail and commercial clients. It is regulated by state insurance regulatory agencies in the states in which it operates.
Derivatives Activities
TheTitle VII of the Dodd-Frank Act establishes a regulatory framework for the governance of the over-the-counter (“OTC”) derivatives market, including swaps and security-based swaps and the registration of certain market participants as a swap dealer. CONA provisionally registered with the Commodity Futures Trading Commission (“CFTC”(the “CFTC”) as a swap dealer in the third quarter of 2020. Registration as a swap dealer subjects CONA to additional regulatory requirements with respect to its swaps and other derivatives activities. As a result of CONA’s swap dealer registration, it is subject to the SEC have jointly issued final rules further definingof the Dodd-Frank Act’s “swap dealer” definitions. Based on theseOCC concerning capital and margin requirements for swap dealers, including the mandatory exchange of variation margin and initial margin with certain counterparties. Additionally, as a provisionally registered swap dealer, CONA is subject to requirements under the CFTC’s regulatory regime, including rules no Capital One entity is currently requiredregarding business conduct standards, recordkeeping obligations, regulatory reporting and procedures relating to swaps trading. CONA’s swaps and other derivatives activities do not require it to register with the CFTC or SEC as a security-based swap dealer. The Dodd-Frank
Transactions with Affiliates
There are various legal restrictions on the extent to which we and our non-bank subsidiaries may borrow or otherwise engage in certain types of transactions with the Banks. Under the Federal Reserve Act also requires all swap market participantsand Federal Reserve regulations, the Banks and their subsidiaries are subject to keepquantitative and qualitative limits on extensions of credit, purchases of assets, and certain swap transaction recordsother transactions involving its non-bank affiliates. In addition, transactions between the Banks and report pertinent informationtheir non-bank affiliates are required to swap data repositoriesbe on a real-timearm’s length terms and on-going basis. Further, each swap, group, category, type or class of swap that the CFTC or SEC determines must be cleared through a derivatives clearinghouse (unless the swap is eligible for a clearing exemption) must also be executed on a designated contract market (“DCM”), exchange or swap execution facility (“SEF”), unless no DCM, exchange or SEF has made the swap available for trading.consistent with standards of safety and soundness.
Volcker Rule
We and each of our subsidiaries, including the Banks, are subject to the “Volcker Rule,” a provision of the Dodd-Frank Act that contains prohibitions on proprietary trading and certain investments in, and relationships with, covered funds (hedge funds, private equity funds and similar funds), subject to certain exemptions, in each case as the applicable terms are defined in the
10Capital One Financial Corporation (COF)

Volcker Rule and the implementing regulations. The implementing regulations also require that we as a banking entity with $50 billion or more in total assets, establish and maintain an enhanceda compliance program designed to ensure that we complyadherence with the requirements of the regulations.

8Capital One Financial Corporation (COF)


Capital and Liquidity Regulation
The Company and the Banks are subject to capital adequacy guidelines adopted by the Federal Reserve and OCC.OCC respectively. For a further discussion of the capital adequacy guidelines, see “MD&A—Capital Management,” “MD&A—Liquidity Risk Profile” and Note 12—“Note 11—Regulatory and Capital Adequacy.Adequacy.
Basel III and United States Capital Rules
In December 2010,The Company and the Banks are subject to the regulatory capital requirements established by the Federal Reserve and the OCC respectively (the “Basel III Capital Rules”). The Basel III Capital Rules implement certain capital requirements published by the Basel Committee on Banking Supervision (“Basel Committee”) published a framework for additional capital and liquidity requirements (“Basel III”), which included detailed capital ratios and buffers, subject to transition periods. The Federal Reserve, OCC and FDIC (collectively,along with certain provisions of the “Federal Banking Agencies”) issued a final rule that implemented Basel III and certain Dodd-Frank Act and other capital provisionsprovisions.
Under the Basel III Capital Rules, we must maintain a minimum common equity Tier 1 (“CET1”) capital ratio of 4.5%, a Tier 1 capital ratio of 6.0%, and updateda total capital ratio of 8.0%, in each case in relation to risk-weighted assets. In addition, we must maintain a minimum leverage ratio of 4.0% and a minimum supplementary leverage ratio of 3.0%. We are also subject to the capital conservation buffer and countercyclical capital buffer requirements, as described below.
Following amendments to the Basel III Capital Rules in October 2019 to provide for tailored application of certain capital requirements across different categories of banking institutions (the “Tailoring Rules”), the Company, as a BHC with total consolidated assets of at least $250 billion but less than $700 billion and not exceeding any of the applicable risk-based thresholds, is a Category III institution.
The Banks, as subsidiaries of a Category III institution, are Category III banks. Moreover, the Banks, as insured depository institutions, are subject to prompt corrective action (“PCA”) framework to reflect the new regulatory capital minimums (“Baselregulations, as further described below.
As a Category III Capital Rule”). The Basel III Capital Rule increased the minimum capital that we and other institutions are required to hold. The Basel III Capital Rule includes the “Basel III Standardized Approach” and the “Basel III Advanced Approaches.”
The Basel III Advanced Approaches are mandatory for institutions with total consolidated assets of $250 billion or more or total consolidated on-balance-sheet foreign exposure of $10 billion or more. We became subject to the predecessor of these rules at the end of 2012. Prior to full implementation of the Basel III Advanced Approaches, however, a covered organization must complete a qualification period, known as the parallel run, during which it must demonstrate that it meets the requirements of the rule to the satisfaction of its primary United States banking regulator. We entered parallel run oninstitution, effective January 1, 2015. A parallel run must last at least four quarters, but in practice United States banks have taken considerably2020, we are no longer to complete parallel runs.
Notwithstanding the Basel III Advanced Approaches, the Basel III Capital Rule also established a capital floor so that organizations subject to the Basel III Advanced Approaches may not hold lessframework and certain associated capital than would be required using the Basel III Standardized Approach capital calculations.
The Basel III Capital Rule revised the definitionrequirements, and we have elected to exclude certain elements of accumulated other comprehensive income (“AOCI”) from our regulatory capital establishedas permitted for a new common equity Tier 1 capital requirement, set higher minimum capital ratio requirements, introduced a new capital conservation buffer of 2.5%, introduced a new countercyclical capital buffer (currently set at 0.0%) and updated the PCA framework. Compliance with certain aspects of the BaselCategory III Capital Rule went into effect for Capital One as of January 1, 2014, and other provisions have gone or will go into effect accordinginstitution. We remain subject to various start dates and phase-in periods. As of January 1, 2014, the minimum risk-based and leverage capital requirements for Advanced Approaches banking organizations included a common equity Tier 1 capital ratio of at least 4.0%, a Tier 1 risk-based capital ratio of at least 5.5%, a total risk-based capital ratio of at least 8.0% and a Tier 1 leverage capital ratio of at least 4.0%. On January 1, 2015, the minimum risk-based capital ratio requirements increased to 4.5% for the common equity Tier 1 capital ratio and to 6.0% for the Tier 1 risk-based capital ratio, and the minimum requirements for the total risk-based capital ratio and Tier 1 leverage capital ratio remained the same. Both the capital conservation buffer and the countercyclical capital buffer are being phased-in over a transition period of four years that commenced on January 1, 2016. On January 1, 2014, we began to use the Basel III Capital Rule, with transition provisions, to calculate our regulatory capital, including for purposes of calculating our regulatory capital ratios. On January 1, 2015, we began to use the Basel III Standardized Approach for calculating our risk-weighted assets in our regulatory capital ratios.
The Basel III Capital Rule also introduced a newrequirement (which is currently set at 0%) and supplementary leverage ratio for all Advanced Approaches banking organizations with a minimum requirement of 3.0%. The supplementary leverage ratio compares Tier 1 capital to total leverage exposure, which includes all on-balance sheet assets and certain off-balance sheet exposures, including derivatives and unused commitments. Given that we are in our Basel III Advanced Approaches parallel run, we calculate the ratio based on Tier 1 capital under the Standardized Approach. The minimum requirement for the supplementary leverage ratio became effective on January 1, 2018. As an Advanced Approaches banking organization, however, we were required to calculate and publicly disclose our supplementary leverage ratio beginning in the first quarter of 2015. For further information, see “MD&A—Capital Management.”
Global systemically important banks (“G-SIBs”) that are based in the United StatesU.S. are subject to an additional common equity Tier 1CET1 capital requirement (“G-SIBknown as the “G-SIB Surcharge”). United States BHCs with total consolidated assets of $250 billion or more or total consolidated on-balance-sheet foreign exposure of $10 billion or more are required to determine annually whether they are considered to be a G-SIB for purposes of the G-SIB Surcharge. We are not a G-SIB based on the most recent available data and thus we are not subject to a G-SIB Surcharge.
Stress Capital Buffer Rule
The Basel III Capital Rules require banking institutions to maintain a capital conservation buffer, composed of CET1 capital, above the regulatory minimum ratios. In October 2017,March 2020, the Federal Reserve issued a final rule to implement the stress capital buffer requirement (the “Stress Capital Buffer Rule”). The stress capital buffer requirement is institution-specific and replaces the fixed 2.5% capital conservation buffer previously in place for BHCs.
Pursuant to the Stress Capital Buffer Rule, the Federal Reserve uses the results of its supervisory stress test to determine the size of a BHC’s stress capital buffer requirement. In particular, a BHC’s stress capital buffer requirement equals, subject to a floor of 2.5%, the sum of (i) the difference between the BHC’s starting CET1 capital ratio and its lowest projected CET1 capital ratio under the severely adverse scenario of the Federal Reserve’s supervisory stress test plus (ii) the ratio of the BHC’s projected four quarters of common stock dividends (for the fourth to seventh quarters of the planning horizon) to the projected risk-weighted assets for the quarter in which the BHC’s projected CET1 capital ratio reaches its minimum under the supervisory stress test.
Under the Stress Capital Buffer Rule framework, the Company’s “standardized approach capital conservation buffer” includes its stress capital buffer requirement (which will be recalibrated every year based on the Company’s supervisory stress test results), any G-SIB Surcharge (which is not applicable to us) and the countercyclical capital buffer requirement (which is currently set at 0%). Any determination to increase the countercyclical capital buffer generally would be effective twelve months after the announcement of such an increase, unless the Federal Banking Agencies proposed certain limited changes to the Basel III Capital Rule. There is uncertainty regarding how any of the proposed changes may impact the Basel III Standardized Approach and the Basel III Advanced Approaches.

set an earlier effective date.
911Capital One Financial Corporation (COF)


Based on the Company’s 2021 supervisory stress testing results, the Company’s stress capital buffer requirement for the period beginning on October 1, 2021 through September 30, 2022 is 2.5%. Therefore, the Company’s minimum capital requirements plus the standardized approach capital conservation buffer for CET1 capital, Tier 1 capital and total capital ratios under the stress capital buffer framework are 7.0%, 8.5% and 10.5%, respectively, for the period from October 1, 2021 through September 30, 2022.
Additionally, in December 2017, the Basel Committee finalized certain modificationsThe Stress Capital Buffer Rule does not apply to the international Basel IIIBanks. The capital standards, which would require rulemakingconservation buffer for the Banks continues to be fixed at 2.5%. Accordingly, each Bank’s minimum capital requirements plus its capital conservation buffer for CET1 capital, Tier 1 capital and total capital ratios are 7.0%, 8.5% and 10.5% respectively.
If the Company or any of the Banks fails to maintain its capital ratios above the minimum capital requirements plus the applicable capital conservation buffer requirements, it will face increasingly strict automatic limitations on capital distributions and discretionary bonus payments to certain executive officers.
See also “Dividends, Stock Repurchases and Transfers of Funds” below for more information about the stress capital buffer determination timeline and process.
CECL TransitionRule
The Federal Banking Agencies adopted a final rule (the “CECL Transition Rule”) that provides banking institutions an optional five-year transition period to phase in the United States prior to becoming effective for United States banking organizations. There is uncertainty around whichimpact of those changes may bethe current expected credit losses (“CECL”) standard on their regulatory capital (the “CECL Transition Election”). We adopted the CECL standard (for accounting purposes) as of January 1, 2020, and made the CECL Transition Election (for regulatory capital purposes) in the United Statesfirst quarter of 2020.
Pursuant to the CECL Transition Rule, a banking institution could elect to delay the estimated impact of adopting CECL on its regulatory capital through December 31, 2021 and how those changes maythen phase in the estimated cumulative impact from January 1, 2022 through December 31, 2024. For the U.S.“day 2” ongoing impact of CECL during the initial two years, the Federal Banking Agencies used a uniform “scaling factor” of 25% as an approximation of the increase in the allowance under the CECL standard compared to the prior incurred loss methodology. Accordingly, from January 1, 2020 through December 31, 2021, electing banking institutions were permitted to add back to their regulatory capital framework.an amount equal to the sum of the after-tax “day 1” CECL adoption impact and 25% of the increase in the allowance since the adoption of the CECL standard. From January 1, 2022 through December 31, 2024, the after-tax “day 1” CECL adoption impact and the cumulative “day 2” ongoing impact are being phased in to regulatory capital at 25% per year. The following table summarizes the capital impact delay and phase in period on our regulatory capital from years 2020 to 2025.
Capital Impact DelayedPhase In Period
202020212022202320242025
“Day 1” CECL adoption impactCapital impact delayed to 202225% Phased In50% Phased In75% Phased InFully Phased In
Cumulative “day 2” ongoing impact 25% scaling factor as an approximation of the increase in allowance under CECL
Market Risk Rule
The “Market Risk Rule” supplements both the Basel III Standardized Approach and the Basel III Advanced ApproachesCapital Rules by requiring institutions subject to the Market Risk Rulerule to adjust their risk-based capital ratios to reflect the market risk in their trading portfolios.book. The Market Risk Rule generally applies to institutions with aggregate trading assets and liabilities equal to the lesser of:
10% or more of total assets;assets or
$1 $1 billion or more.
As of December 31, 2017,2021, the Company and CONA are subject to the Market Risk Rule. See “MD&A—Market Risk Profile” below for additional information.
Basel III and United States Liquidity Rules
The Basel Committee has published a liquidity framework, which includes two standards for liquidity risk supervision, each subject to observation periods and transitional arrangements. One standard, the liquidity coverage ratio (“LCR”), seeks to promote short-term resilience by requiring organizations to hold sufficient high-quality liquid assets to survive a stress scenario lasting for 30 days. The other standard, the net stable funding ratio (“NSFR”), seeks to promote longer-term resilience by requiring sufficient stable funding over a one-year period based on the liquidity characteristics of its assets and activities.
As implemented in the United States, the LCR Rule applies to institutions with total consolidated assets of $250 billion or more or total consolidated on-balance sheet foreign exposure of $10 billion or more, and their respective consolidated subsidiary depository institutions with $10 billion or more in total consolidated assets. As a result, the Company and the Banks are subject to the LCR Rule. The rule requires the Company and each of the Banks to hold an amount of eligible high-quality, liquid assets that equals or exceeds 100% of their respective projected net cash outflows over a 30-day period, each as calculated in accordance with the LCR Rule. The LCR Rule requires us to calculate the LCR daily as of July 1, 2016. Each company subject to the LCR Rule is required to make quarterly public disclosures of its LCR and certain related quantitative liquidity metrics, along with a qualitative discussion of its LCR. The Company is required to comply with these disclosure requirements beginning April 1, 2018.
In April 2016, the Federal Banking Agencies issued an interagency notice of proposed rulemaking regarding the U.S. implementation of the Basel III NSFR (the “Proposed NSFR”), which would apply to the same institutions subject to the LCR Rule. The Proposed NSFR would require us to maintain a sufficient amount of stable funding in relation to our assets, derivatives exposures and commitments over a one-year horizon period. While the Proposed NSFR is generally consistent with the Basel NSFR standard, it is more stringent in certain areas. The financial and operational impact on us of a final NSFR rule remains uncertain until a final rule is published. There is uncertainty regarding the timing and form of any final rule implementing the NSFR in the United States.
In general, U.S. implementation of the above capital and liquidity rules has increased capital and liquidity requirements for us. We will continue to monitor regulators’ implementation of the new capital and liquidity rules and assess the potential impact to us.
FDICIA and Prompt Corrective Action
The FDICIA requires the Federal Banking Agencies to take “prompt corrective action” for banks that do not meet minimum capital requirements. The FDICIA establishes five capital ratio levels: well capitalized; adequately capitalized; undercapitalized; significantly undercapitalized; and critically undercapitalized. The three undercapitalized categories are based upon the amount by which a bank falls below the ratios applicable to an adequately capitalized institution. The capital categories are determined solely for purposes of applyingrelate to the FDICIA’s PCA provisions, and such capital categories may not constitute an accurate representation of the Banks’ overall financial condition or prospects.

1012Capital One Financial Corporation (COF)


As noted above, theThe Basel III Capital RuleRules updated the PCA framework to reflect new, higher regulatory capital minimums. For an insured depository institution to be well capitalized, it must maintain a total risk-based capital ratio of 10% or more; a Tier 1 capital ratio of 8% or more; a common equity Tier 1CET1 capital ratio of 6.5% or more; and a leverage ratio of 5% or more. An adequately capitalized depository institution must maintain a total risk-based capital ratio of 8% or more; a Tier 1 capital ratio of 6% or more; a common equity Tier 1CET1 capital ratio of 4.5% or more; a leverage ratio of 4% or more; and, for BaselCategory III Advanced Approachesand certain other institutions under the Tailoring Rules, a supplementary leverage ratio which incorporates a broader set of exposures as noted above, of 3% or more. The revised PCA requirements became effective on January 1, 2015, other than the supplementary leverage ratio, which became effective on January 1, 2018.
Under applicable regulations for 2014, before the PCA requirements became effective, an insured depository institution was considered to be well capitalized if it maintained a total risk-based capital ratio of at least 10%, a Tier 1 risk-based capital ratio of at least 6%, a Tier 1 leverage capital ratio of at least 5% and was not subject to any supervisory agreement, order or directive to meet and maintain a specific capital level for any capital measure. The PCA provisions also authorize the Federal Banking Agencies to reclassify a bank’s capital category or take other action against banks that are determined to be in an unsafe or unsound condition or to have engaged in unsafe or unsound banking practices.
As an additional means to identify problems in the financial management of depository institutions, the FDICIA required the Federal Banking Agencies to establish certain non-capital safety and soundness standards. The standards adopted by the Federal Banking Agencies relate generally to operations and management, asset quality, interest rate exposure and executive compensation. The Federal Banking Agencies are authorized to take action against institutions that fail to meet such standards.
Basel III and United States Liquidity Rules
The Basel Committee has published a liquidity framework that includes two standards for liquidity risk supervision. One standard, the liquidity coverage ratio (“LCR”), seeks to promote short-term resilience by requiring organizations to hold sufficient high-quality liquid assets (“HQLAs”) to survive a stress scenario lasting for 30 days. The other standard, the net stable funding ratio (“NSFR”), seeks to promote longer-term resilience by requiring sufficient stable funding over a one-year period based on the liquidity characteristics of the organization’s assets and activities.
The Company and the Banks are subject to the LCR standard as implemented by the Federal Reserve and OCC (the “LCR Rule”). The LCR Rule requires the Company and each of the Banks to hold an amount of eligible HQLA that equals or exceeds 100% of its respective projected adjusted net cash outflows over a 30-day period, each as calculated in accordance with the LCR Rule. The LCR Rule requires us to calculate our LCR daily. In addition, the Company is required to make quarterly public disclosures of its LCR and certain related quantitative liquidity metrics, along with a qualitative discussion of its LCR.
Under the Tailoring Rules, as a Category III institution with less than $75 billion in weighted average short-term wholesale funding, the Company’s and the Banks’ total net cash outflows are multiplied by an outflow adjustment percentage of 85%. Although the Banks may hold more HQLA than they need to meet their LCR requirements, the LCR Rule restricts the amount of such excess HQLA held at the Banks (referred to as “Trapped Liquidity”) that can be included in the Company’s HQLA amount. Because we typically manage the Banks’ LCRs to levels well above 100%, the result is additional Trapped Liquidity as the Banks’ net cash outflows are reduced by the outflow adjustment percentage of 85%.
In October 2020, the Federal Banking Agencies finalized a rule to implement the NSFR in the United States (the “NSFR Rule”). The NSFR Rule requires the Company and each of the Banks to maintain an amount of available stable funding, which is a weighted measure of a company’s funding sources over a one-year time horizon, calculated by applying standardized weightings to equity and liabilities based on their expected stability, that is no less than a specified percentage of its required stable funding, which is calculated by applying standardized weightings to assets, derivatives exposures and certain other items based on their liquidity characteristics. As a Category III institution, the Company and the Banks are each required to maintain available stable funding in an amount at least equal to 85% of its required stable funding. The NSFR Rule became effective on July 1, 2021 and applies to the Company and each of the Banks. The NSFR Rule includes a semi-annual public disclosure requirement, with the first disclosure due 45 days after the end of the second quarter of 2023.
Enhanced Prudential Standards and Other Related Requirements Under the Dodd-Frank Act
As a BHC with total consolidated assets of $50 billion or more (a “covered company”), weWe are subject under the Dodd-Frank Act to certain enhanced prudential standards including requirements that may be recommendedunder the Dodd-Frank Act, as amended by the Economic Growth, Regulatory Relief, and Consumer Protection Act (“EGRRCPA”) and implemented by various regulations issued by the Federal Banking Agencies. The Financial Stability Oversight Council (“FSOC”) and implemented by the Federal Reserve and other regulators. As a result, we are subject to more stringent standards and requirements than those applicable to smaller institutions. The FSOC may also issue recommendations to the Federal Reserve or other primary financial regulatory agencies to apply new or enhanced standards to certain financial activities or practices.
The Federal Reserve and FDIC have issued rules requiring covered companiesAs part of the enhanced prudential standards, the Company is required to implement resolution planning for orderly resolution in the event the Companyit faces material financial distress or failure. The FDIC issued similar rules regarding resolution planning applicable to the Banks. In addition, the OCC has issued final guidelines in September 2016 that require the Banksrules requiring banks with assets of $250 billion or more to develop recovery
13Capital One Financial Corporation (COF)

plans detailing the actions they would take to remain a going concern when they experience considerable financial or operational stress, but have not deteriorated to the point that resolution is imminent.
The Federal Reserve established a rule that implementsenhanced prudential standards also include supervisory and company-run stress testing requirements (also known as the requirement in the Dodd-Frank Act that“DFAST stress testing requirements”). In particular, the Federal Reserve is required to conduct annual stress tests on certain covered companies, including us, to ensure that the capacity of ourcovered companies have sufficient capital to absorb losses as a result ofand continue operations during adverse economic conditions. Theconditions, as well as to determine the Company’s stress test rulecapital buffer requirement as described above. As a covered company that is a Category III institution under the Tailoring Rules, we are also implements the requirement that werequired to conduct our own semiannual stress tests and requires us to publish the results of the stresssuch tests on our website or other public forum. The Company must disclose the results of its company-run stress test on a biennial basis. The OCC has adopted a similar stress test rule requiring banks with at least $250 billion in assets, including CONA, to implement the requirement that each of the Banks conduct annualtheir own company-run stress tests. Under that OCC rule, CONA must also disclose the results of its stress test on a biennial basis.
The Federal Reserve has finalized other rules implementing certain other aspects ofIn addition, the enhanced prudential standards under the Dodd-Frank Act, which were applicableCompany is required to us beginning on January 1, 2015 (“Enhanced Standards Rule”). Under the Enhanced Standards Rule, we must meet liquidity risk management standards, conduct internal liquidity stress tests, and maintain a 30-day buffer of highly liquid assets, in each case, consistent with the requirements of the rule.enhanced prudential standards. These requirements are in addition to the LCR and NSFR Rules, discussed above in “Basel III and United States Liquidity Rules.” The Enhanced Standards Ruleenhanced prudential standards also requiresrequire that wethe Company comply with, and hold capital commensurate with, the requirements of, any regulations adopted by the Federal Reserve relating to capital planning and stress tests. Stress testing and capital planning regulations are discussed further below under “Dividends, Stock Repurchases and Transfers of Funds.” The Enhanced Standards RuleFinally, the Company is also requires that werequired to establish and maintain an enterprise-wide risk management framework that includes a risk committee and a chief risk officer.
Although not a requirement of the Dodd-Frank Act, the OCC established regulatory guidelines (“Heightened Standards Guidelines”) that apply heightened standards forto the governance and risk management topractices of large institutions subject to its supervision, including the Banks. The Heightened Standards Guidelines establish standards for the development and implementation by the Banks of a risk governance framework.

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Investment in the Company and the Banks
Certain acquisitions of our capital stock may be subject to regulatory approval or notice under federal or state law. Investors are responsible for ensuring that they do not, directly or indirectly, acquire shares of our capital stock in excess of the amount that can be acquired without regulatory approval, including under the BHC Act and the Change in Bank Control Act (“CIBC Act”).
Federal law and regulations prohibit any person or company from acquiring control of the Company or the Banks without, in most cases, prior written approval of the Federal Reserve or the OCC, as applicable. Control exists if, among other things, a person or company acquires more than 25% of any class of our voting stock or otherwise has a controlling influence over us. For a publicly traded BHC like us, a rebuttable presumption of control arises under the CIBC Act if a person or company acquires more than 10% of any class of our voting stock.
Additionally, COBNA and CONA are “banks” within the meaning of Chapter 13 of Title 6.1 of the Code of Virginia governing the acquisition of interests in Virginia financial institutions (“Financial Institution Holding Company Act”). The Financial Institution Holding Company Act prohibits any person or entity from acquiring, or making any public offer to acquire, control of a Virginia financial institution or its holding company without making application to, and receiving prior approval from, the Virginia Bureau of Financial Institutions.
Dividends, Stock Repurchases and Transfers of Funds
Under the Federal Reserve’s capital planning rules applicable to large BHCs including usand related supervisory process (commonly referred to as Comprehensive Capital Analysis and Review or “CCAR”) requirements), a “covered BHC, with total consolidated assets of $50 billion or more” such as the Company, must submit a capital plan to the Federal Reserve on an annual basis that contains a description of all planned capital actions, including dividends or stock repurchases, over a nine-quarter planning horizon beginning with the fourthfirst quarter of the calendar year prior to the submission of the capital plan is submitted (“CCAR cycle”). A covered BHC may take the proposed capital actions if the Federal Reserve does not object to the plan.
Dodd-Frank ActThe DFAST stress testing requirements, described above in “Enhanced Prudential Standards and Other Related Requirements, under the Dodd-Frank Act,” is a complementary exercise to CCAR. It is a forward-looking exercise conducted by the Federal Reserve and each covered financial companiescompany to help assess whether a company has sufficient capital to absorb losses and supportcontinue operations during adverse economic conditions. The supervisory stress test, after incorporating a firm’s planned capital actions, is used for quantitative assessment in CCAR.
As part of its evaluation of a large BHC’s capital plan, the Federal Reserve will consider how comprehensive the plan is, the reasonableness of the assumptions, analysis and methodologies used thereinPursuant to assess capital adequacy and the ability of the BHC to maintain capital above each minimum regulatory capital ratio on a pro forma basis under expected and stressful conditions throughout a planning horizon of at least nine quarters. The annual CCAR cycle measures our capital levels under the Basel III Standardized Approach, with appropriate phase-in provisions applicable to Capital One. The Federal Reserve has indefinitely delayed incorporation of the Basel III Advanced Approaches into the capital planning and stress testing process. Therules, the Company must file its capital plan and stress testing results with the Federal Reserve by April 5 2018,of each year (unless the Federal Reserve designates a later date), using data as of the end of the prior calendar year. The Federal Reserve is expectedwill release the results of the supervisory stress test and notify the Company of its stress capital buffer requirement by June 30 of that year. The Company will have two business days from receipt of its stress capital buffer requirement to providemake any necessary adjustments to its objection or non-objection to thatplanned capital plan the following June.distributions. The Federal Reserve’s objection or non-objection applies toReserve will then finalize the stress capital buffer requirement for the Company and confirm the Company’s planned capital actionsdistributions by August 31 of that year. The Company’s final stress capital buffer requirement will be effective from the thirdfourth quarter of the year the capital plan is submitted through the end of the secondthird quarter of the following year. The Company along with other BHCs subject tomay make the supplementary leverage ratio, must incorporate an estimate of its supplementary leverage ratio into itsplanned capital plan and stress tests.
For annual company-run stress tests, a covered BHC is required to disclose the results within 15 calendar days after the Federal Reserve discloses the results of the BHC’s supervisory stress test, unless that time period is extendeddistributions confirmed by the Federal Reserve. ForIn addition, under the mid-cycle company-run stress test, a BHC must discloseStress Capital Buffer Rule, the results within 30 calendar days after the BHC submits the resultsCompany is no longer required to seek prior approval of the test to the Federal Reserve unless that time period is extended by the Federal Reserve.
The currentto make capital planning and stress testing rules place supervisory focus on quarterly capital issuances and distributions by establishing a cumulative net distribution requirement. With certain limited exceptions, to the extent a BHC does not issue the amountin excess of a given class of regulatory capital instrument that it projectedthose included in its capital plan so long as measuredthe Company is otherwise in compliance with the capital rule’s automatic limitations on an aggregate basis beginningcapital distributions.
The Federal Reserve has announced that it would maintain its pre-CECL framework for calculating allowances on loans in the third quartersupervisory stress test through the 2023 cycle until the impact of the planning horizon, the BHC must reduce its capital distributions.CECL is better known and understood.

12Capital One Financial Corporation (COF)


In January 2017, the Federal Reserve issued revisions to its capital planning and stress testing rules for the 2017 cycle. Among the provisions applicable to the Company, the revisions decrease the amount of capital a company subject to the quantitative requirements of CCAR can distribute to shareholders outside of an approved capital plan without seeking prior approval from the Federal Reserve (known as the “de minimis exception”). Beginning April 1, 2017, if a company does not receive an objection to its capital plan, it may distribute up to 0.25% of its Tier 1 capital above the distributions in its capital plan, a reduction from the 1% of Tier 1 capital permitted previously. The revisions also impose a “blackout period,” starting with the 2017 CCAR exercise, during the second calendar quarter on the ability of a firm subject to CCAR to submit prior notice of its intention to rely on the aforementioned de minimis exception or to submit a request for prior approval for a capital distribution that is not reflected in the firm’s capital plan for which it has received a non-objection from the Federal Reserve.
Historically, dividendsDividends from the Company’s direct and indirect subsidiaries have representedrepresent a major source of the funds we have useduse to pay dividends on our capital stock, make payments on our corporate debt securities and meet our other obligations. There are various federal law
14Capital One Financial Corporation (COF)

limitations on the extent to which the Banks can finance or otherwise supply funds to usthe Company through dividends and loans. These limitations include minimum regulatory capital requirements, federal banking law requirements concerning the payment of dividends out of net profits or surplus, provisions of Sections 23A and 23B of the Federal Reserve Act and Regulation W governing transactions between an insured depository institution and its affiliates, as well as general federal regulatory oversight to prevent unsafe or unsound practices. In general, federal and applicable state banking laws prohibit insured depository institutions, such as the Banks, from making dividend distributions without first obtaining regulatory approval if such distributions are not paid out of available earnings or would cause the institution to fail to meet applicable capital adequacy standards.
Investment in the Company and the Banks
Certain acquisitions of our capital stock may be subject to regulatory approval or notice under federal or state law. Investors are responsible for ensuring that they do not, directly or indirectly, acquire shares of our capital stock in excess of the amount that can be acquired without regulatory approval, including under the BHC Act and the Change in Bank Control Act (“CIBC Act”).
Federal law and regulations prohibit any person or company from acquiring control of the Company or the Banks without, in most cases, prior written approval of the Federal Reserve or the OCC, as applicable. Control under the BHC Act exists if, among other things, a person or company acquires more than 25% of any class of our voting stock or otherwise has a controlling influence over us. A rebuttable presumption of control arises under the CIBC Act for a publicly traded BHC such as ourselves if a person or company acquires more than 10% of any class of our voting stock.
Additionally, COBNA and CONA are “banks” within the meaning of Chapter 7 of Title 6.2 of the Code of Virginia governing the acquisition of interests in Virginia financial institutions (“Financial Institution Holding Company Act”). The Financial Institution Holding Company Act prohibits any person or entity from acquiring, or making any public offer to acquire, control of a Virginia financial institution or its holding company without making application to, and receiving prior approval from, the Virginia Bureau of Financial Institutions.
Deposit Insurance Assessments
Each of CONA and COBNA, as an insured depository institution, is a member of the DIF maintained by the FDIC. Through the DIF, the FDIC insures the deposits of insured depository institutions up to prescribed limits for each depositor. The FDIC sets a Designated Reserve Ratio (“DRR”) for the DIF. To maintain the DIF, member institutions may be assessed an insurance premium, and the FDIC may take action to increase insurance premiums if the DRR falls below its required level.
The Dodd-Frank Act reformed the managementAs of June 30, 2020, the DIF reserve ratio fell to 1.30 percent. The FDIC, as required under the Federal Deposit Insurance Act, established a plan in several ways. It raisedSeptember 2020, to restore the minimum DRRDIF reserve ratio to 1.35% (from the former minimum of 1.15%); removed the upper limit on the DRR; required thatmeet or exceed 1.35 percent within eight years. The FDIC’s restoration plan projects the reserve ratio reach 1.35% by September 30, 2020; required the FDIC, when setting deposit insurance assessments, to offset the effect on small insured depository institutions of meeting the increased reserve ratio; and eliminated the requirement that the FDIC pay dividends from the DIF when the reserve ratio reached certain levels. The FDIC has set the DRR at 2% and, in lieu of dividends, has established progressively lower assessment rate schedules as the reserve ratio meets certain trigger levels. The Dodd-Frank Act also required the FDIC to changeexceed 1.35 percent without increasing the deposit insurance assessment base from deposits to average total consolidated assets minus average tangible equity.
On March 15, 2016, the FDIC issued a final rule implementing Section 334(e) of the Dodd-Frank Act, which requires the FDIC to offset the effect on community banks of increasing the DIF reserve ratio from 1.15% to 1.35%. The rule imposes a new quarterly deposit insurance surcharge assessment, with an annual rate, of 4.5 basis points, on insured depository institutions with assets of $10 billion or more, including the Banks. On August 30, 2016, the FDIC provided notice that the DIF Reserve Ratio exceeded the 1.15% threshold level, which triggered two changes in the deposit insurance assessments of the Banks. First, the initial assessment rates for all insured depository institutions, including the Banks, declined. Second, the surcharge assessment was applied. The FDIC has estimated that the reserve ratio will reach 1.35% in 2018; however, under the final rule, if the reserve ratio does not reach 1.35% by December 31, 2018, the FDIC will impose a one-time shortfall assessment on March 31, 2019 on depository institutions subject to ongoing monitoring over the surcharge, including the Banks.next eight years.
Source of Strength and Liability for Commonly Controlled Institutions
Under regulations issued by the Federal Reserve, a BHC must serve as a source of financial and managerial strength to its subsidiary banks (the so-called “source of strength doctrine”). The Dodd-Frank Act codified this doctrine.
Under the “cross-guarantee” provision of the Financial Institutions Reform, Recovery and Enforcement Act of 1989 (“FIRREA”), insured depository institutions such as the Banks may be liable to the FDIC with respect to any loss incurred, or reasonably anticipated to be incurred, by the FDIC in connection with the default of, or FDIC assistance to, any commonly controlled insured depository institution. The Banks are commonly controlled within the meaning of the FIRREA cross-guarantee provision.

13Capital One Financial Corporation (COF)


FDIC Orderly Liquidation Authority
The Dodd-Frank Act provides the FDIC with liquidation authority that may be used to liquidate nonbanknon-bank financial companies and BHCs if the Treasury Secretary, in consultation with the President and based on the recommendation of the Federal Reserve and another federal agency,other appropriate Federal Banking Agencies, determines that doing so is necessary, among other criteria, to mitigate serious adverse effects on United StatesU.S. financial stability. Upon such a determination, the FDIC would be appointed receiver and must liquidate the company in a way that mitigates significant risks to financial stability and minimizes moral hazard. The costs of a liquidation of a financialthe company would be borne by shareholders and unsecured creditors and then, if necessary, by risk-basedrisk-
15Capital One Financial Corporation (COF)

based assessments on large financial companies. The FDIC has issued rules implementing certain provisions of its liquidation authority and may issue additional rules in the future.
COVID-19 Developments
In response to disruptions in economic conditions caused by the COVID-19 pandemic, federal and state governments and agencies and government‑sponsored enterprises (“GSE”) have taken a variety of actions to support people and entities affected by the pandemic, including the passage of the Coronavirus Aid, Relief, and Economic Security Act (the “CARES Act”) in March 2020, the Paycheck Protection Program and Health Care Enhancement Act in April 2020, the Consolidated Appropriations Act, 2021 in December 2020 and the American Rescue Plan Act of 2021 in March 2021, among others. For example, the CARES Act established several programs with the Small Business Administration, including the Paycheck Protection Program (“PPP”), to provide loans to small businesses. The CARES Act also gave banking organizations an option to temporarily suspend the determination of certain qualified loans modified as a result of the COVID-19 pandemic as being troubled debt restructurings (“TDRs”), which was extended by the Consolidated Appropriations Act, 2021 and expired on January 1, 2022.

For a discussion of the risks associated with the impact of the COVID-19 pandemic and related public health measures, see “Part I—Item 1A. Risk Factors” under the heading “Our results of operations may be adversely affected by the effects of the COVID-19 pandemic.”
Climate-related Developments
Climate change and the risks it may pose to financial institutions is an area of increased focus by the Federal Banking Agencies as well as federal and state legislative bodies. In the future, new regulations or guidance may be issued, or other regulatory or supervisory actions may be taken, in this area by the Federal Banking Agencies or other regulatory agencies, or new statutory requirements may be adopted. For example, on December 16, 2021, the OCC requested feedback on draft principles designed to support the identification and management of climate-related financial risks at OCC-regulated institutions with more than $100 billion in total consolidated assets. The OCC plans to use this feedback to inform any future guidance with respect to climate-related financial risk.
Regulation of Businesses by Authorities Outside the United States
COBNA is subject to regulationlaws and regulations in foreign jurisdictions where it operates, currently in the United Kingdom (“U.K.”) and Canada.
United Kingdom
In the United Kingdom,U.K., COBNA operates through COEP, which was established in 20001999 and is an authorized payment institution regulated by the Financial Conduct Authority (“FCA”) under the Payment Services Regulations 2009 and the Financial Services and Markets Act 2000.. COEP’s indirect parent, Capital One Global Corporation, is wholly-owned by COBNA and is subject to regulation by the Federal Reserve as an “agreement corporation” under the Federal Reserve’s Regulation K.
Regulatory focus on Payment Protection Insurance (“PPI”) complaint handling has continued and PPI continues to be a key driver of consumer complaints to the Financial Ombudsman Service (“FOS”). In March 2017, following a period of extensive consultation, FCA announced that new rules in relation to PPI complaint handling would come into force on August 29, 2017. The new rules introduced: a 2-year deadline for PPI complaints to be brought against firms under the FCA complaint handling rules; rules setting out how firms should handle unfair relationship complaints about the non-disclosure of commission on the sale of PPI (following the court decision in Plevin v. Paragon Personal Finance (“Plevin Complaints”)); a requirement that by November 29, 2017 firms write to previously rejected PPI complainants that fall within the unfair relationship timelines to tell them of their right to raise a Plevin Complaint; and an FCA led, multi-channel communications campaign to raise customer awareness of the deadline and new complaint handling rules. The new rules are now in force and COEP is handling complaints under the new rules. A number of claims management firms and law firms are threatening to pursue Plevin Complaints via the courts, rather than as complaints, to try and secure a higher level of redress.
The FCA’s Credit Card Market Study continued throughout 2017 and will run into early 2018 before the FCA publishes final remedies and rules, with implementation expected to begin by the end of the second quarter of 2018 and through the course of the year.
On January 13, 2018, the new Payment Services Regulations 2017 (so called “PSD2” or “PSRs”) came into force following a 2-year implementation period after PSD2 became law in the European Union (“EU”) in January 2016. The new legislation replaces the previous Payment Services Regulations in its entirety; however, the principal effect of PSD2 is to improve consumer protection against fraud, possible abuses and payment incidents through enhanced security requirements through new Regulated Technical Standards on secure authentication, promote competition/innovation through new players and the development of innovative mobile and internet payments in Europe, and require COEP to adopt specific procedures for responding to Payments Services complaints. In particular, PSD2 requires banks and financial service providers to open up their systems to Payment Initiation Services (“PISPs”) (software bridges between a merchant website and online banking platform or payer’s bank) and Account Information Services (“AISPs”) (online services to provide consolidated information on one or more payment account, or account aggregation services).
The new data protection Regulation (so called “General Data Protection Regulation” or “GDPR”) on the protection of individuals’ personal data will come into force on May 25, 2018. GDPR brings heightened scrutiny of data processing activities and higher fines and sanctions for non-compliance with data protection legislation. In addition, the GDPR widens the territorial scope of EU privacy rules to organizations located outside the EU if they offer goods or services to or monitor EU citizen behaviors and introduces new compliance obligations, including financial penalties for noncompliance. The U.K. and the organizations in the U.K. are working to implement GDPR’s requirements with a view for the country to obtain “Adequacy” status from the EU, reflecting a view that the U.K. protects personal data at a substantially equivalent level to the EU. Adequacy status would allow the free movement of data between the European Economic Area and the U.K. after Brexit, as defined below.

14Capital One Financial Corporation (COF)


Following a public referendum in mid-2016, the U.K. will leave the EU (“Brexit”). The U.K.’s negotiation with the EU on the terms of its departure and the U.K.’s subsequent relationship with the EU will continue throughout 2018 with no final decisions being made on any terms of the negotiation until all elements of it have been concluded. It is widely expected that the U.K. will enter into a transitional relationship with the EU after leaving the EU (scheduled currently for March 2019) during which time all current regulations and laws would remain applicable.
Canada
does not take deposits. In Canada, COBNA operates as an authorized foreign bank pursuant to the Bank Act (Canada) (“Bank Act”) and is permitted to conduct its credit card business in Canada through its Canadian branch, Capital One Bank (Canada Branch) (“Capital One Canada”). Capital One Canada does not take deposits. The primary regulator of Capital One Canada is the Office of the Superintendent of Financial Institutions Canada. Other regulatorsInstitutions. The foreign legal and regulatory requirements to which COBNA’s non-U.S. operation are subject include, the Financial Consumer Agencyamong others, those related to consumer protection, business practices, privacy, data protection and limits on interchange fees. For more information on foreign privacy and data protection requirements, please see above “Regulation of Canada, the Office of the Business Activities—Privacy, Commissioner of Canada, and the Financial Transactions and Reports Analysis Centre of Canada. Capital One Canada is subject to regulation under various Canadian federal laws, including the Bank Act and its regulations, the Proceeds of Crime (Money Laundering) and Terrorist Financing Act and the Personal InformationData Protection and Electronic Documents Act.
In April 2015, a voluntary agreement to reduceCybersecurity.” For more information on foreign regulatory activity concerning interchange fees, amongplease see “Part I—Item 1A. Risk Factors” under the Canadian federal government, MasterCard Canadaheading “Our business, financial condition and Visa Canada came into effect. The agreement contains a commitment to reduce interchangeresults of operations may be adversely affected by merchants’ increasing focus on the fees for consumercharged by credit cards to an average of 1.5% and will remain in effect for 5 years. Although the Canadian federal government acknowledges independent audit findings that Visadebit card networks and MasterCard have met their commitments to reduce interchangeby legislation and regulation impacting such fees pursuant to the 5-year agreement terminating in 2020, the government is currently conducting a further assessment of interchange fees..”




EMPLOYEES16Capital One Financial Corporation (COF)
A central part

HUMAN CAPITAL RESOURCES
Our culture is rooted in putting people first with a focus on building and maintaining a workforce which fosters an inclusive environment based on diversity of our philosophypeople, ideas and the merit of our work. Our workforce is to attractour largest and retain highly capable staff.one of our most valuable assets. We prioritize the recruitment, development, recognition and retention of the 50,767 employees worldwide that we had approximately 49,300 employees,as of December 31, 2021, whom we refer to as “associates,“associates.The following disclosures provide information on our human capital resources, including certain human capital objectives and measures that we focus on in managing our business.
Governance of Human Capital
Our full Board of Directors oversees our human capital management, including strategies, policies and practices, and diversity, inclusion and belonging (“DIB”), and is assisted by our Board’s Compensation Committee and Governance and Nominating Committee. Our Executive Committee, a committee of senior management which includes our Chief Human Resources Officer, advises, assists and makes recommendations to our Chief Executive Officer and Board of Directors on human capital matters such as human resource practices and programs, including general employee benefits and compensation programs. Our Chief Diversity, Inclusion and Belonging Officer (“Chief DIB Officer”) provides an update, at least annually, on the progress, success and challenges on workforce representation, trends and programs to the Board of Directors and Executive Committee.
Hiring, Retention and Development
We employ a comprehensive people strategy that includes significant investments in recruiting, sourcing and associate development to attract and retain top talent from all backgrounds to help drive our business’ long-term success. We recruit through a variety of channels, including professional partnerships, job fairs, online platforms, on-campus recruiting, diversity-related recruiting events and initiatives, and internship and rotational programs, among others. We empower our associates to learn new skills, meet personalized development goals, and grow their careers. Investment in associate training and professional development is critical to maintaining our talent competitiveness. Our internal enterprise learning and development team blends multiple approaches to learning to support associate development across lines of business, levels, and roles, including online and live classroom training. In addition to formal programming provided by learning professionals, including regulatory compliance, role-specific topics and others, our peer-to-peer learning strategy empowers associates to be both learners and teachers, further enhancing a culture of learning. We also focus on cultivating talent with leadership development courses, cohort-based programs, network building and coaching.
On a quarterly basis, we review our ability to attract and retain talent needed to deliver on our strategic business objectives. Each line of business and staff group reviews hiring, tenure and attrition metrics as part of this assessment, and they implement mitigation plans when needed.
Diversity, Inclusion and Belonging
We continuously strive to empower our associates to do great work by creating an equitable and inclusive workplace with a culture of belonging that values diverse perspectives, fosters collaboration and encourages innovative ideas. We aim to create a place where associates of all backgrounds can thrive by bringing their best, most authentic selves to work. Our diversity and inclusion efforts are overseen by our Chief DIB Officer. This culture of belonging rests at the heart of our DIB efforts. Central to this effort are our business resource groups, associate-led organizations which deepen our understanding of different cultures, backgrounds and experiences, and enable associates to build connections, invest in their professional development, and support our commitment to attract, develop and retain a diverse workforce. In addition, our Chief Executive Officer and the Executive Committee engage with leaders of our business resource groups to identify opportunities to further our DIB agenda, enact positive change and build on existing initiatives designed to nurture our culture and workplace environment.
Growing the diversity of our workforce at all levels, with an emphasis on leader and executive roles, is an important component of our comprehensive DIB strategy. As of December 31, 2017. None2021, key measures of our workforce representation include:
Of the 13 members of our Board of Directors, 4 are women and 3 are people of color;
In the U.S., of the associates who are vice president level and above, approximately 33% are women and 24% are people of color;
In the U.S., approximately 50% of associates are covered under a collective bargaining agreement,people of color; and management considers our associate relations to be satisfactory.
ADDITIONAL INFORMATION17Capital One Financial Corporation (COF)

Worldwide, approximately 52% of associates are women and 48% of associates are men.
Our corporate website contains additional information regarding programs and other information integral to our philosophy of diversity, inclusion and belonging. We believe in the importance of transparency and will also provide on our website the Consolidated EEO-1 Report in addition to submitting to the U.S. Equal Employment Opportunity Commission.
Compensation and Wellness
We are committed to providing a competitive total compensation package that will attract, retain and motivate talent to help drive our business’ long-term success. Our benefits, including competitive parental leave, on-site health centers, flexible work solutions, company contributions to associates’ 401(k) plans, educational assistance and other health, wellness, and financial benefits, are all designed to help associates grow and develop inside and outside of the workplace and empower them in their lives. Furthermore, pay equity has long been a core tenet of our pay philosophy and is central to our values. We annually evaluate base pay and incentive pay for all of our associates globally. This review and evaluation may occur more frequently as deemed necessary and prudent. We review groups of associates in similar roles, adjusting for factors that appropriately explain differences in pay such as job location and experience. Based on our analysis, our aggregated adjusted pay gap results show that we pay women 100% of what men are paid, and we pay people of color in the U.S. 100% of what white associates are paid. We use statistical modeling to understand what drives pay gaps, instill new practices to eliminate pay gaps in the future, and if we find unexplained pay gaps, we close them.
Communication and Connection
We communicate with our associates regularly to understand their perspectives and to hear their voices. Our senior leaders and Chief Executive Officer also communicate directly on societal events impacting our associates. To assess and improve associate retention and engagement, the Company surveys associates on a periodic basis with the assistance of third-party consultants and takes actions to address areas of associate concern. We encourage full participation and use the results to effect change and promote transparency.
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ADDITIONAL INFORMATION
Technology/Systems
We leverage information and technology to achieve our business objectives and to develop and deliver products and services that satisfy our customers’ needs. A key part of our strategic focus is the development and use of efficient, flexible computer and operational systems, such as cloud technology, to support complex marketing and account management strategies, the servicing of our customers, and the development of new and diversified products. We believe that the continued development and integration of these systems is an important part of our efforts to reduce costs, improve quality and security and provide faster, more flexible technology services. Consequently, we continuously review capabilities and develop or acquire systems, processes and competencies to meet our unique business requirements.
As part of our continuous efforts to review and improve our technologies, we may either develop such capabilities internally or rely on third-party outsourcers who have the ability to deliver technology that is of higher quality, lower cost, or both. We continue to rely on third-party outsourcers to help us deliver systems and operational infrastructure. These relationships include (but are not limited to): Amazon Web Services, Inc. (“AWS”) for our cloud infrastructure, Total System Services Inc.LLC (“TSYS”) for consumer and commercial credit card processing services for our North American and U.K. portfolios of consumer, commercial and small business credit card accounts, Fidelity Information Services (“FIS”) for certain of our banking systemssystems.
We are committed to safeguarding our customers’ and International Business Machines Corporation (“IBM”) for mainframe managed services.
We safeguard our own information and technology, to reduce risk, implementimplementing backup and recovery systems, and generally require the same of our third-party service providers. We take measures that mitigate against known attacks and use internal and external resources to scan for vulnerabilities in platforms, systems, and applications necessary for delivering Capital Oneour products and services. For a discussion of the risks associated with our use of technology systems, see “Part I—Item 1A. Risk Factors” under the headings “We face risks related to our operational, technological and organizational infrastructure” and “A cyber-attack or other security incident, including one that results in the theft, loss or misuse of information (including personal information), or the disabling of systems and access to information critical to business operations, may result in increased costs, reductions in revenue, reputational damage, legal exposure and business disruptions.”
Intellectual Property and Other Proprietary Information
As part of our overall and ongoing strategy to protect and enhance our intellectual property, we rely on a variety of protections, including copyrights, trademarks, trade secrets, patents and certain restrictions on disclosure, solicitation and competition. We also undertake other measures to control access to, or distribution of, our other proprietary information. Despite these precautions, it may be possible for a third party to copy or otherwise obtain and use certain intellectual property or proprietary information without authorization. Our precautions may not prevent misappropriation or infringement of our intellectual property or proprietary information. In addition, our competitors and other third parties also file patent applications for innovations that are used in our industry. The ability of our competitors and other third parties to obtain such patents may adversely affect our ability to compete.compete and our financial results. Conversely, our ability to obtain such patents may increase our competitive advantage, and/or preserve our freedom to operate, certain technologies via cross-licensesand allow us to enter into licensing (e.g., cross-licenses) or other arrangements with third parties. There can be no assurance that we will be successful in such efforts, or that the ability of our competitors to obtain such patents may not adversely impact our financial results.

For a discussion of risks associated with intellectual property, see “Part I—Item 1A. Risk Factors” under the heading “If we are not able to protect our intellectual property, our revenue and profitability could be negatively affected.”
19Capital One Financial Corporation (COF)

15Capital One Financial Corporation (COF)


FORWARD-LOOKING STATEMENTS
From time to time, we have made and will make forward-looking statements, including those that discuss, among other things,things: strategies, goals, outlook or other non-historical matters; projections, revenues, income, returns, expenses, capital measures, capital allocation plans, accruals for claims in litigation and for other claims against us; earnings per share, efficiency ratio, operating efficiency ratio or other financial measures for us; future financial and operating results; our plans, objectives, expectations and intentions; and the assumptions that underlie these matters.
To the extent that any such information is forward-looking, it is intended to fit within the safe harbor for forward-looking information provided by the Private Securities Litigation Reform Act of 1995.
Numerous factors could cause our actual results to differ materially from those described in such forward-looking statements, including, among other things:
general economic and business conditions in the U.S., the U.K., Canada or our local markets, including conditions affecting employment levels, interest rates, collateral values, consumer income, credit worthiness and confidence, spending and savings that may affect consumer bankruptcies, defaults, charge-offs and deposit activity;
an increase or decrease in credit losses, including increases due to a worsening of general economic conditions in the credit environment, and the impact of inaccurate estimates or inadequate reserves;
compliance with financial, legal, regulatory, tax or accounting changes or actions, including the impacts of the Tax Act, the Dodd-Frank Act, and other regulations governing bank capital and liquidity standards;
developments, changes or actions relating to any litigation, governmental investigation or regulatory enforcement action or matter involving us;
the inability to sustain revenue and earnings growth;
increases or decreases in interest rates;
our ability to access the capital markets at attractive rates and terms to capitalize and fund our operations and future growth;
increases or decreases in our aggregate loan balances or the number of customers and the growth rate and composition thereof, including increases or decreases resulting from factors such as shifting product mix, amount of actual marketing expenses we incur and attrition of loan balances;
the amount and rate of deposit growth;
our ability to execute on our strategic and operational plans;
our response to competitive pressures;
changes in retail distribution strategies and channels, including the emergence of new technologies and product delivery systems;
the success of our marketing efforts in attracting and retaining customers;
changes in the reputation of, or expectations regarding, the financial services industry or us with respect to practices, products or financial condition;
any significant disruption in our operations or in the technology platforms on which we rely, including cybersecurity, business continuity and related operational risks, as well as other security failures or breaches of our systems or those of our customers, partners, service providers or other third parties;
our ability to maintain a compliance and technology infrastructure suitable for the nature of our business;
our ability to develop and adapt to rapid changes in digital technology to address the needs of our customers and comply with applicable regulatory standards, including our increasing reliance on third party infrastructure and compliance with data protection and privacy standards;

16Capital One Financial Corporation (COF)


the effectiveness of our risk management strategies;
our ability to control costs, including the amount of, and rate of growth in, our expenses as our business develops or changes or as it expands into new market areas;
the extensive use, reliability and accuracy of the models and data we rely on in our business;
our ability to recruit and retain talented and experienced personnel;
the impact from, and our ability to respond to, natural disasters and other catastrophic events, including hurricanes Harvey and Irma;
changes in the labor and employment markets;
fraud or misconduct by our customers, employees, business partners or third parties;
merchants’ increasing focus on the fees charged by credit card networks; and
other risk factors identified from time to time in our public disclosures, including in the reports that we file with the SEC.
Forward-looking statements often use words such as “will,” “anticipate,” “target,” “expect,” “estimate,” “intend,” “plan,” “goal,” “believe”“believe,” “forecast,” “outlook” or other words of similar meaning. Any forward-looking statements made by us or on our behalf speak only as of the date they are made or as of the date indicated, and we do not undertake any obligation to update forward-looking statements as a result of new information, future events or otherwise. For additional information on factors that could materially influence forward-looking statements included in this Report, see the risk factors set forth under “Part I—Item 1A. Risk FactorsFactors” in this report.Report. You should carefully consider the factors discussed above, and in our Risk Factors or other disclosure, in evaluating these forward-looking statements.

Numerous factors could cause our actual results to differ materially from those described in such forward-looking statements, including, among other things:
the impact of the COVID-19 pandemic on our business, financial condition and results of operations may persist for an extended period or worsen, including labor shortages and disruption of global supply chains, and could impact our estimates of lifetime expected credit losses in our loan portfolios required in computing our allowance for credit losses;
general economic and business conditions in our local markets, including conditions affecting employment levels, interest rates, tariffs, collateral values, consumer income, creditworthiness and confidence, spending and savings that may affect consumer bankruptcies, defaults, charge-offs and deposit activity;
an increase or decrease in credit losses, or increased delinquencies, including increases due to a worsening of general economic conditions in the credit environment, and the impact of inaccurate estimates or inadequate reserves;
compliance with new and existing laws, regulations and regulatory expectations including the implementation of a regulatory reform agenda;
limitations on our ability to receive dividends from our subsidiaries;
our ability to manage adequate capital or liquidity levels, which could have a negative impact on our financial results and our ability to return capital to our stockholders;
the extensive use, reliability, disruption, and accuracy of the models and data on which we rely;
increased costs, reductions in revenue, reputational damage, legal liability and business disruptions that can result from data protection or privacy incidents or a cyber-attack or other similar incidents, including one that results in the theft, loss or misuse of information;
developments, changes or actions relating to any litigation, governmental investigation or regulatory enforcement action or matter involving us;
the amount and rate of deposit growth and changes in deposit costs;
our ability to execute on our strategic and operational plans;
our response to competitive pressures;
our business, financial condition and results of operations may be adversely affected by merchants’ increasing focus on the fees charged by credit and debit card networks and by legislation and regulation impacting such fees;
1720Capital One Financial Corporation (COF)


our success in integrating acquired businesses and loan portfolios, and our ability to realize anticipated benefits from announced transactions and strategic partnerships;
our ability to maintain a compliance, operational, technology and organizational infrastructure suitable for the nature of our business;
the success of our marketing efforts in attracting and retaining customers;
our risk management strategies;
changes in the reputation of, or expectations regarding, the financial services industry or us with respect to practices, products or financial condition;
increases or decreases in interest rates and uncertainty with respect to the interest rate environment, including the possibility of a prolonged low-interest rate environment or of negative interest rates;
the transition away from the London Interbank Offered Rate;
our ability to attract, retain and motivate skilled employees;
climate change manifesting as physical or transition risks;
our assumptions or estimates in our financial statements;
the soundness of other financial institutions and other third parties; and
other risk factors identified from time to time in our public disclosures, including in the reports that we file with the SEC.
We expect that the effects of the COVID-19 pandemic will heighten the risks associated with many of these factors.
Item 1A.Risk Factors
This section highlights specificsignificant factors, events, and uncertainties that make an investment in our securities risky. The events and consequences discussed in these risk factors could, in circumstances we may not be able to accurately predict, recognize, or control, have a material adverse effect on our business, growth, reputation, prospects, financial condition, operating results, cash flows, liquidity, and stock price. These risk factors do not identify all risks that we face; our operations could also be affected by factors, events, or uncertainties that are not presently known to us or that we currently do not consider to present significant risks to our operations. In addition, the global economic and political climate may amplify many of these risks.
Summary of Risk Factors
Below is a summary of the principal factors that make an investment in our securities risky. This summary does not address all of the risks that we face. Additional discussion of the risks summarized in this risk factor summary, and other risks that we face, can be found below and should be carefully considered, together with other information in this Form 10-K and our other filings with the SEC, before making an investment decision regarding our common stock.
Our results of operations may be adversely affected by the effects of the COVID-19 pandemic.
Changes and instability in the macroeconomic environment, consumer confidence and customer behavior may adversely affect our business.
Financial market instability and volatility could adversely affect our business.
We may experience increased delinquencies, credit losses, inaccurate estimates and inadequate reserves.
We may not be able to maintain adequate capital or liquidity levels, which could have a negative impact on our financial results and our ability to return capital to our stockholders.
21Capital One Financial Corporation (COF)

Limitations on our ability to receive dividends from our subsidiaries could affect our business. Although we have triedliquidity and ability to discusspay dividends and repurchase common stock.
We face risks related to our operational, technological and organizational infrastructure.
A cyber-attack or other security incident, including one that results in the theft, loss or misuse of information (including personal information), or the disabling of systems and access to information critical to business operations, may result in increased costs, reductions in revenue, reputational damage, legal exposure and business disruptions.
Our required compliance with applicable laws and regulations related to privacy, data protection and data security may increase our costs, reduce our revenue, increase our legal exposure and limit our ability to pursue business opportunities.
We face risks resulting from the extensive use of models and data.
Compliance with new and existing laws, regulations and regulatory expectations is costly and complex.
Our businesses are subject to the risk of increased litigation, government investigations and regulatory enforcement.
We face intense competition in all material risks of whichour markets.
Our business, financial condition and results of operations may be adversely affected by merchants’ increasing focus on the fees charged by credit and debit card networks and by legislation and regulation impacting such fees.
If we are aware atnot able to invest successfully in and introduce digital and other technological developments across all our businesses, our financial performance may suffer.
We may fail to realize the time this Report has been filed, other risksanticipated benefits of our mergers, acquisitions and strategic partnerships.
Reputational risk and social factors may proveimpact our results and damage our brand.
If we are not able to protect our intellectual property, our revenue and profitability could be importantnegatively affected.
Our risk management strategies may not be fully effective in mitigating our risk exposures in all market environments or against all types of risk.
Fluctuations in market interest rates or volatility in the future, including those thatcapital markets could adversely affect our income and expense, the value of assets and obligations, our regulatory capital, cost of capital or liquidity.
The transition away from London Interbank Offered Rate (“LIBOR”) may adversely affect our business.
Our business could be negatively affected if we are not currently ascertainable. In additionunable to attract, retain and motivate skilled employees.
We face risks from unpredictable catastrophic events.
Climate change manifesting as physical or transition risks could adversely affect our operations, businesses and customers.
We face risks from the factors discussed elsewhereuse of or changes to assumptions or estimates in this Report,our financial statements.
The soundness of other factors thatfinancial institutions and other third parties could cause actual results to differ materially from our forward-looking statements include:adversely affect us.
General Economic and Market Risks
Our results of operations may be adversely affected by the effects of the COVID-19 pandemic.
Although the global economy has begun to recover from the COVID-19 pandemic and many health and safety restrictions have been lifted and vaccine distribution has increased, certain adverse consequences of the pandemic, especially as a result of the emergence of the Omicron variant in late 2021, continue to impact the macroeconomic environment and may persist for some time. Such adverse consequences include labor shortages and disruptions of global supply chains. The growth in economic activity and demand for goods and services, alongside labor shortages and supply chain complications, has also contributed to rising inflationary pressures and could adversely affect our business. Should these ongoing effects of the pandemic continue for
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an extended period or worsen, our purchase volume, loan balances and the overall demand for our products and services may be significantly impacted, which could adversely affect our revenue and other results of operations. In addition, we could experience higher credit losses in our loan portfolios and increases in our allowance for credit losses beyond current levels. We could also experience impairments of other financial assets and other negative impacts on our financial position, including possible constraints on liquidity and capital, as well as higher costs of capital. Even after the COVID-19 pandemic has subsided, we may continue to experience adverse impacts to our business and results of operations, which could be material, as a result of the macroeconomic impact and any recession that has occurred or may occur in the future.
The COVID-19 pandemic caused us to modify our business practices and operations, including providing a range of forbearance options to our customers in certain circumstances. We may need to further modify our practices and operations as the pandemic remains dynamic and the emergence of variants resistant to existing vaccines remains uncertain. We also implemented work-from-home policies for a vast majority of our employees, and social distancing plans for our employees who are working from Capital One facilities. Nearly all of our Cafés and bank branches across our network are open with increased safety precautions. We will continue to monitor local conditions to ensure the safety of our associates and customers while providing critical banking services. These measures could impair our ability to perform critical functions and may adversely impact our results of operations. In addition, these measures and other changes in consumer behavior as a result of the COVID-19 pandemic may require changes to retail distribution strategies and adversely impact our investments in our bank premises and equipment and other retail distribution assets, leading to increased costs and exposure to additional risks. We may take further actions as required by government authorities or that we otherwise determine are in the best interests of our customers, employees and business partners.
Since the inception of the COVID-19 pandemic, federal, state, local and foreign governmental authorities enacted regulations and protocols in response to the COVID-19 pandemic, including governmental programs intended to provide economic relief to businesses and individuals. We participated in certain of these programs, including participating as an eligible lender in the Small Business Administration’s Paycheck Protection Program. Our participation in and execution of any such programs may cause operational, compliance, reputational and credit risks, which could result in litigation, governmental action or other forms of loss. The extent of these impacts, which may be substantial, depends, in part, on the degree of our participation in these programs. There remains significant uncertainty regarding the measures that authorities will enact in the future and the ultimate impact of the legislation, regulations and protocols that have been and will be enacted. Moreover, we expect that the effects of the COVID-19 pandemic will heighten many of the other known risks described herein. See “Part I—Item 1.—Business—Overview—Coronavirus Disease 2019 (COVID-19) Pandemic”.
The extent to which the consequences of the COVID-19 pandemic affect our businesses, results of operations and financial condition, as well as our regulatory capital and liquidity ratios and our ability to take capital actions, will depend on future developments that remain uncertain, including, for example, the rate of distribution and administration of vaccines globally, the severity and duration of any resurgence of COVID-19 variants, future actions taken by governmental authorities, central banks and other third parties in response to the pandemic, and the effects on our customers, counterparties, employees and third-party service providers.
Changes And Instability In The Macroeconomic Environment May Adversely Affect Our Industry, Business, Results Of Operations And Financial Condition.and instability in the macroeconomic environment, consumer confidence and customer behavior may adversely affect our business.
We offer a broad array of financial products and services to consumers, small businesses and commercial clients. We market our credit card products on a national basis throughout the United States, Canada and the United Kingdom and offer banking and other services in many regions within the United States. A prolonged period of economic volatility, slow growth, or a significant deterioration in economic conditions, in the United StatesU.S., Canada or one of these countriesthe U.K., could have a material adverse effect on our financial condition and results of operations as customers default on their loans, or maintain lower deposit levels or, in the case of credit card accounts, carry lower balances and reduce credit card purchase activity.
Some of the risks we may face in connection with adverse changes and instability in the macroeconomic environment, include the following:
Payment patterns may change, causing increases in delinquencies and default rates, which could have a negative impact on our results of operations. In addition,including changes in consumer confidence levels and behavior, includinginclude the following:
Changes in payment patterns, increases in delinquencies and default rates, decreased consumer spending, inflation, lower demand for credit and a shiftshifts in consumer payment behavior towards avoiding late fees, finance charges and other fees, could have a negative impact on our results of operations.fees;
Increases in bankruptcies could cause increases in our charge-off rates, which could have a negative impact on our results of operations.
Ourrate caused by bankruptcies and reduced ability to recover debt that we have previously charged-off may be limited, which could have a negative impact on our resultscharged-off;
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TheDecreased reliability of the process and models we use to estimate our allowance for loan and lease losses, may become less reliableparticularly if volatile economic conditions, changes in the competitive environment, significant changes in customer behavior or other unexpected variations in key inputs and assumptions cause actual losses to diverge from the projections of our models. As a result,models and our estimates for credit losses may become increasingly subject to management’s judgmentjudgment. See “We face risks resulting from the extensive use of models and high levelsdata.
The U.K. and the European Union agreed to a free trade deal at the end of 2020 relating to the U.K.’s exit from the European Union. Although this deal provides greater near-term stability, there is still some degree of uncertainty as to the relationship between the U.K and the European Union, which may increase volatility over short periods of time, whichin the regional and global financial markets. We continue to consider and monitor the potential impacts, and other factors that could negativelyalso impact our results of operations. See “There Are Risks Resulting From The Extensive Use Of Models and Data In Our Business.
U.K. economic performance.
Risks associated with financialFinancial market instability and volatility could cause a material adverse effect onadversely affect our liquidity and our funding costs. For example, increases in interest rates and our credit spreads could negatively impact our results of operations.business.
Our ability to borrow from other financial institutions or to engage in funding transactions on favorable terms or at all could be adversely affected by disruptions in the capital markets or other events, including actions by rating agencies and deteriorating investor expectations, which could limit our access to funding.
Whileexpectations. In addition, fluctuations in interest rates, have risen from historic lows set in 2016, bothcredit spreads and other market factors could negatively impact our results of operations. Both shorter-term and longer-term interest rates remain below long-term historical averages and the yield curve has been relatively flat compared to past periods. A flat yield curve combined with low interest rates generally leads to lower revenue and reduced margins because it tends to limit our ability to increasecan decrease the spread between asset yields and funding costs. Sustained periods of time with a flat yield curve coupled with low interest rates, or an inversion of the yield curve, could have a material adverse effect on our earnings and our net interest margin.


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Regulatory Risk
Compliance With New And Existing Laws, Regulations And Regulatory Expectations May Increase Our Costs, Reduce Our Revenue, Limit Our Ability To Pursue Business Opportunities And Increase Compliance Challenges.
Legislationmargin and regulation with respect to the financial services industry has increased in recent years, and we expect that oversight of our business may continue to expand in scope and complexity. A wide array of banking and consumer lending laws apply to almost every aspect of our business. Failure to comply with these laws and regulations could result in financial, structural and operational penalties, including significant fines and criminal sanctions, and could result in negative publicity or damage to our reputation with regulators or the public. In addition, establishing systems and processes to achieve compliance with these laws and regulations may increase our costs and limit our ability to pursue certain business opportunities.
We are subject to heightened regulatory oversight by the federal banking regulators to ensure that we build systems and processes that are commensurate with the nature of our business and that meet the heightened risk management and enhanced prudential standards issued by our regulators. For example, over the last several years, state and federal regulators have focused on compliance with the Bank Secrecy Act and anti-money laundering laws, data integrity and security, use of service providers, fair lending and other consumer protection issues. In July 2015, Capital One entered into a consent order with the OCC to address concerns about our anti-money laundering (“AML”) program (“AML Program”). Although we are making substantial progress in taking the steps and making the improvements required by the OCC consent order, we expect heightened oversight of our AML Program will continue for the foreseeable future.
The Dodd-Frank Act, other regulatory reforms and implementing regulations have increased our need to develop, monitor and maintain compliance processes and infrastructure and to otherwise enhance our risk management throughout all aspects of our business. The cumulative impact of these changes also includes higher expectations for the amount of capital and liquidity we must maintain, as discussed in more detail below under the heading “We May Not Be Able To Maintain Adequate Capital Or Liquidity Levels, Which Could Have A Negative Impact On Our Financial Results And Our Ability To Return Capital To Our Shareholders,” and higher operational costs, which may further increase as regulators continue to implement such reforms. United States government agencies charged with adopting and interpreting laws, rules and regulations, including under the Dodd-Frank Act, may do so in an unforeseen manner, including in ways that potentially expand the impact of such laws, rules or regulations on us more than initially contemplated or currently anticipated. Both Congress and the regulators continue to review the laws and regulations that could have impacts beyond those initially contemplated or currently anticipated.
We have a large number of customer accounts in our credit card and auto lending businesses and we have made the strategic choice to originate and service subprime credit cards and auto loans which typically have higher delinquencies and charge-offs than prime customers. Accordingly, we have significant involvement with credit bureau reporting and the collection and recovery of delinquent and charged-off debt, primarily through customer communications, the filing of litigation against customers in default, the periodic sale of charged-off debt and vehicle repossession. The banking industry is subject to enhanced legal and regulatory scrutiny regarding credit bureau reporting and debt collection practices from regulators, courts and legislators. Any future changes to our business practices in these areas, including our debt collection practices, whether mandated by regulators, courts, legislators or otherwise, or any legal liabilities resulting from our business practices, including our debt collection practices, could have a material adverse impact on our financial condition.
The legislative and regulatory environment is beyond our control, may change rapidly and unpredictably and may negatively influence our revenue, costs, earnings, growth, liquidity and capital levels. In addition, some rules and regulations may be subject to litigation or other challenges that delay or modify their implementation and impact on us. For example, the Tax Act has resulted in material impacts to our results of operations due to changes to the valuation of our deferred tax assets, the valuation of other tax assets, and tax expense, and may affect customer behavior and our ability to forecast our effective tax rate. Many aspects of the Tax Act are unclear and may not be clarified for some time. As a result, we have not yet been able to determine the full impact of the new laws on our business, operating results and financial condition. For example, in the United Kingdom and Europe, continued regulatory uncertainty or changes arising from Brexit negotiations could adversely affect our U.K. operations.
Certain laws and regulations, and any interpretations and applications with respect thereto, may benefit consumers, borrowers and depositors, but not shareholders. Our success depends on our ability to maintain compliance with both existing and new laws and regulations. For a description of the material laws and regulations to which we are subject, please refer to “Part I—Item 1. Business—Supervision and Regulation.”

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earnings.
Credit Risk
We May Experience Increased Delinquencies, Credit Losses, Inaccurate Estimates And Inadequate Reserves.may experience increased delinquencies, credit losses, inaccurate estimates and inadequate reserves.
Like other lenders, we face the risk that our customers will not repay their loans. A customer’s ability and willingness to repay us can be negatively impactedadversely affected by decreases in the income of the borrower or increases in their payment obligations to other lenders, whether as a result of higher debt levels or rising interest rates, by rising levels of inflation, or by restricted availability of credit generally. We may fail to quickly identify and reduce our exposure to customers that are likely to default on their payment obligations, and reduce our exposurewhether by closing credit lines andor restricting authorizations, which could adversely impact our financial condition and results of operations.authorizations. Our ability to manage credit risk also may be adverselyis affected by legal or regulatory changes (such as restrictions on collections, bankruptcy laws, minimum payment regulations and re-age guidance), competitors'competitors’ actions and consumer behavior, as well as inadequateand depends on the effectiveness of our collections staffing,staff, techniques and models.
Rising losses or leading indicators of rising losses (such as higher delinquencies, higher rates of non-performingnonperforming loans, higher bankruptcy rates, lower collateral values, or elevated unemployment rates)rates or changing market terms) may require us to increase our allowance for loan and leasecredit losses, which may degradewould decrease our profitability if we are unable to raise revenue or reduce costs to compensate for higher losses. In particular, we face the following risks in this area:
Missed Payments: Our customers may miss payments. Loan charge-offs (including from bankruptcies) are generally preceded by missed payments or other indications of worsening financial condition for our customers. CustomersHistorically, customers are more likely to miss payments during an economic downturn or prolonged periods of slow economic growth. In addition, we face the risk that consumer and commercial customer behavior may change (for example, an increase in the unwillingness or inability of customers to repay debt, which may be heightened by increasing interest rates or levels of consumer debt generally)debt), causing a long-term rise in delinquencies and charge-offs.
Incorrect Estimates of InherentExpected Losses: The credit quality of our portfolio can have a significant impact on our earnings. We allow for and reserve against credit risks based on our assessment of expected credit losses inherent in our loan portfolios. This process, which is critical to our financial condition and results and condition,of operations, requires complex judgments, including forecasts of economic conditions. We may underestimate our inherentexpected losses and fail to hold an allowance for loan and leasecredit losses sufficient to account for these losses. Incorrect assumptions could lead to material underestimations of inherentexpected credit losses and an inadequate allowance for loan and leasecredit losses. In cases where we modify a loan, if the modifications do not perform as anticipated we may be required to build additional allowance on these loans. The build or release of allowances impacts our current financial results.
Inaccurate Underwriting: Our ability to accurately assess the creditworthiness of our customers may diminish, which could result in an increase in our credit losses and a deterioration of our returns. See “Our Risk Management Strategies May Not Be Fully Effective In Mitigating Our Risk Exposures In All Market Environments Or Against All Types Of Riskrisk management strategies may not be fully effective in mitigating our risk exposures in all market environments or against all types of risk.”
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Business Mix: We engage in a diverse mix of businesses with a broad range of potential credit exposure. Our business mix could change in ways that could adversely affect the credit quality of our portfolio. Because we originate a relatively greater proportion of consumer loans in our loan portfolio compared to other large bank peers and originate both prime and subprime credit card accounts and auto loans, we may experience higher delinquencies and a greater number of accounts charging off compared to other large bank peers, which could result in increased credit losses, operating costs and regulatory scrutiny.
Additionally, a change in this business mix over time to include proportionally more consumer loans or subprime credit card accounts or auto loans could adversely affect the credit quality of our portfolio.
Increasing Charge-off Recognition / Recognition/Allowance for Loan and LeaseCredit Losses: We account for the allowance for loan and leasecredit losses according to accounting and regulatory guidelines and rules, including Financial Accounting Standards Board (“FASB”) standards and the Federal Financial Institutions Examination Council (“FFIEC”) Account Management Guidance. In June 2016, the FASB issued revised guidance for impairments on financial instruments. The guidance, which becomes effective onEffective as of January 1, 2020, with early adoption permitted no earlier than January 1, 2019, requires use of a current expected credit loss (“CECL”) model thatwe adopted the CECL standard which is based on expected lifetime losses rather than incurred losses. Adoption of the CECL model could require changes in our account management or allowance for loan and lease losses practices,standard has resulted and may causecontinue to result in an increase to our allowancereserves for loan and lease losses and credit losses on financial instruments with a resulting adverse impact on our financial condition. The continued impact of CECL on our results will depend on the characteristics of our financial instruments, economic conditions, and our economic and loss forecasts. The application of the CECL standard requires us to change materially.
Industry Developments: Our charge-offincrease reserves faster and delinquency rates may be negatively impacted by industry developments, including new regulations applicableto a higher level in an economic downturn, resulting in greater impact to our industry.
results and our capital ratios than we would have experienced in similar circumstances prior to the adoption of CECL. In addition, because credit cards represent a significant portion of our product mix, we could be disproportionately affected by use of the CECL standard, as compared to our large bank peers with a different product mix.

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Collateral: Insufficient Asset Values: The collateral we have on secured loans could be insufficient to compensate us for loancredit losses. When customers default on their secured loans, we attempt to recover collateral where permissible and appropriate. However, the value of the collateral may not be sufficient to compensate us for the amount of the unpaid loan, and we may be unsuccessful in recovering the remaining balance from our customers. Decreases in real estate and other asset values adversely affect the collateral value for our commercial lending activities, while the auto business is similarly exposed to collateral risks arising from the auction markets that determine used car prices. Therefore, the recovery of such property could be insufficient to compensate us for the value of these loans. Borrowers may be less likely to continue making payments on loans if the value of the property used as collateral for the loan is less than what the borrower owes, even if the borrower is still financially able to make the payments. Trends in home prices areIn that circumstance, the recovery of such property could be insufficient to compensate us for the value of these loans upon a driver of credit costs in our home loan business as they impact both the probability of default and the loss severity of defaults. Additionally, the potential volatility in the number of defaulted and modified loans from changes in home prices can create material impacts on the servicing costs of the business, fluctuations in credit marks and profitability in acquired portfolios and volatility in mortgage servicing rights valuations. Although home prices have generally appreciated recently, the slow economic recovery, shifts in monetary policy and potentially diminishing demands from investors could threaten or limit the recovery.default. In our auto business, if vehicle prices experience declines, we could be adversely affected. For example, business and economic conditions that negatively affect household incomes, housing prices and consumer behavior, related to our businessesas well as technological advances that make older cars obsolete faster, could decrease (i) the demand for new and used vehicles and (ii) the value of the collateral underlying our portfolio of auto loans, which could cause the number of consumers who become delinquent or default on their loans to increase.
Geographic and Industry Concentration: Although our consumer lending is geographically diversified, approximately 30%45% of our commercial real estate loan portfolio is concentrated in the tri-state area of New York, New Jersey and Connecticut.Northeast region. The regional economic conditions in the tri-state areaNortheast affect the demand for our commercial products and services as well as the ability of our customers to repay their commercial real estate loans and the value of the collateral securing these loans. An economic downturn or prolonged period of slow economic growth in, or a catastrophic event that disproportionately affects, including as a result of climate change, the tri-state areaNortheast region could have a material adverse effect on the performance of our commercial real estate loan portfolio and our results of operations. In addition, our Commercial Banking strategy includes an industry-specific focus. If any of the industries that we focus on experience changes, we may experience increased credit losses and our results of operations could be adversely impacted. For example, as of December 31, 2017, energy-related loan balances represented approximately 4% of our total commercial loan portfolio. This amount is comprised of loans to commercial entities in the energy industry, such as exploration and production, oil field services, and pipeline transportation of gas and crude oil, as well as loans to entities in industries that are indirectly impacted by energy prices, such as petroleum wholesalers, oil and gas equipment manufacturing, air transportation, and petroleum bulk stations and terminals. In recent years, oil prices have fluctuated significantly, which has impacted many of the borrowers in this portfolio and the value of the collateral securing our loans to these borrowers. A prolonged period of declining oil prices could impair their ability to service loans outstanding to them and/or reduce demand for loans. If energy-related industries or any of the other industries that we focus on experience adverse changes, we may experience increased credit losses and our results of operations could be adversely impacted.
Capital and Liquidity Risk
We May Not Be Able To Maintain Adequate Capital Or Liquidity Levels, Which Could Have A Negative Impact On Our Financial Results And Our Ability To Return Capital To Our Shareholders.
As a result of the Dodd-Frank Act and the United States implementation of international accords, financial institutions are subjectmay not be able to new and increasedmaintain adequate capital and liquidity requirements, and we expect further changes to these regulations. Although United States regulators have finalized regulations for many of these requirements, continued uncertainty remains as to the form additional new requirements will take or how and when they will apply to us. As a result, it is possible that we could be required to increase our capital and/or liquidity levels, above the levels assumed in our current financial plans. These new requirementswhich could have a negative impact on our financial results and our ability to return capital to our stockholders.
Financial institutions are subject to extensive and complex capital and liquidity requirements, which are subject to change. These requirements affect our ability to lend, grow deposit balances, or make acquisitions and limitdistribute capital. Failure to maintain adequate capital or liquidity levels, whether due to adverse developments in our business or the economy or to changes in the applicable requirements, could subject us to a variety of remedies available to our regulators. These include limitations on the ability to make most capital distributions. Higher capital levels also lower our return on equity.
In addition, as described further above in “Part I—Item 1. Business—Supervisionpay dividends and/or repurchase shares and Regulation,” for regulatory capital purposes we entered parallel run on January 1, 2015. We will become subject to the Basel III Advanced Approaches framework for purposesissuance of determining our regulatory capital requirements once we receive regulatory approval to do so, although the exact timing of when such approval may be granted is uncertain. Although we have current estimates of risk-weighted asset calculations under that framework, there remains uncertainty around future regulatory interpretations of certain aspects of those calculations. Moreover, the so-called Collins Amendment to the Dodd-Frank Act, as implemented in the Basel III Capital Rule, establishes a capital floor so that organizations subjectdirective to the Basel III Advanced Approaches may not hold lessincrease capital. Such limitations or capital than would be required using the

directive could have a material adverse effect on our business and results of operations.
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Basel III Standardized Approach capital calculations. Additionally, in December 2017 the Basel Committee on Banking Supervision finalized certain modifications to the international Basel III capital standards which, if implemented by the United States federal banking agencies, could alter regulatory capital requirements. Therefore, we cannot assure you that our current estimates will be correct, and we may need to hold significantly more regulatory capital in the future than we currently estimate to maintain a given capital ratio.
In April 2016, the United States federal banking agencies proposed a rule regarding the United States implementation of the net stable funding ratio (“Proposed NSFR”). See “Part I—Item 1. Business—Supervision and Regulation” for further details regarding the Proposed NSFR. The financial and operational impact on us of a final NSFR rule remains uncertain until a final rule is published, and there is uncertainty as to the combined impact of the existing Liquidity Coverage Ratio and any final NSFR on how we manage our business. See “Note 12—Regulatory and Capital Adequacy” and “Part I—Item 1. Business—Supervision and Regulation—Dividends, Stock Repurchases and Transfers of Funds” for additional information regarding recent developments in capital and liquidity requirements.
We consider various factors in the management of capital, including the impact of both internal and supervisory stress scenarios on our capital levels as determined by both our internal modeling and the Federal Reserve’s modeling of our capital position in supervisory stress tests and CCAR.tests. There can be significant differences between our modeling and the Federal Reserve’s estimatesprojections for a given supervisory stress scenario and between the capital needs suggested by our internal bank holding companystress scenarios relative to the supervisory scenarios. Therefore, although our estimated capital levels under stress disclosed as part of the CCAR or DFASTstress testing processes may suggest that we have substantiala particular capacity to return capital to shareholdersstockholders and remain well capitalized under stress, the Federal Reserve’s modeling, our owninternal modeling of another scenario and/or other factors related to our capital management process may result inreflect a materially lower capacity to return capital to shareholdersstockholders than that indicated by the projections released in the CCAR or DFASTstress testing processes. This in turn, could lead to restrictions on our ability to pay dividends and engage in share repurchase transactions.repurchases. See “Part I—Item 1. Business—Supervision and Regulation” for additional information.
We also consider various factors in the management of liquidity, including maintaining sufficient liquid assets to meet the requirements of several internal and regulatory stress tests. There can be significant differences in estimated liquidity needs between internal and regulatory stress testing, and liquidity resources required to meet regulatory requirements, such as applicable LCR and NSFR requirements, may exceed what would otherwise be required to satisfy internal liquidity metrics and stress testing. Regulatory liquidity stress testing and regulatory liquidity requirements may, therefore, require us to take actions to increase our liquid assets or alter our activities or funding sources, which could negatively affect our financial results or our ability to return capital to our stockholders. See “Part I—Item 1. Business—Supervision and Regulation” for additional information.
In response to economic uncertainty due to the COVID-19 pandemic, the Federal Reserve required certain large BHCs, including us, to suspend share repurchases and cap common stock dividends and subsequently extended the restrictions into the first half of 2021 with certain modifications to permit resumptions of share repurchases. Although these temporary restrictions on our capital actions ended on June 30, 2021, it is possible that the Federal Reserve could impose similar restrictions in the future. Further changes to applicable capital and liquidity requirements could result in unexpected or new limitations on our ability to pay dividends and engage in share repurchases.
Limitations on our ability to receive dividends from our subsidiaries could affect our liquidity and ability to pay dividends and repurchase common stock.
We are a separate and distinct legal entity from our subsidiaries, including the Banks and our broker-dealer subsidiaries. Dividends to us from these direct and indirect subsidiaries have represented a major source of funds for us to pay dividends on our common and preferred stock, repurchase common stock, make payments on corporate debt securities and meet other obligations. There are various federal law limitations on the extent to which the Banks can finance or otherwise supply funds to us through dividends and loans. These limitations include minimum regulatory capital requirements, federal banking law requirements concerning the payment of dividends out of net profits or surplus, Sections 23A and 23B of the Federal Reserve Act and Regulation W governing transactions between an insured depository institution and its affiliates, as well as general federal regulatory oversight to prevent unsafe or unsound practices. Our broker-dealer subsidiaries are also subject to laws and regulations, including net capital requirements, that may limit their ability to pay dividends or make other distributions to us. If our subsidiaries’ earnings are not sufficient to make dividend payments to us while maintaining adequate capital levels, our liquidity may be affected and we may not be able to make dividend payments to our common or preferred stockholders, repurchase our common stock, make payments on outstanding corporate debt securities or meet other obligations, each and any of which could have a material adverse impact on our results of operations, our financial position or the perception of our financial health. See “Part I—Item 1. Business—Supervision and Regulation” for additional information regarding dividend limitations applicable to us and the Banks.
Operational Risk
We Face Risks Related To Our Operational, Technological And Organizational Infrastructure.face risks related to our operational, technological and organizational infrastructure.
Our ability to retain and attract new customers depends on our ability to build or acquire necessary operational, technologicaldevelop, operate, and adapt our technology and organizational infrastructure or adapt to technological advances involving such infrastructure, which can bein a challenge due to the fast pacerapidly changing environment. In addition, we must accurately process, record and monitor an increasingly large number of digital transformation and advances. We are embeddingcomplex transactions. Digital technology, data and software development are deeply embedded into our business model and how we work.
Similar to other large corporations, we are exposed to operational risk that can manifest itself in many ways, such as errors related to failed orin execution, inadequate processes, inaccurate models, faulty or disabled computer systems, technological infrastructure, malicious disruption and
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fraud by employees or persons outside of our company, and exposure to external events.whether through attacks on Capital One directly or on our customers. In addition, we are heavily dependent on the security, capability and continuous availability of the technology systems that we use to manage our internal financial and other systems, interfacemonitor risk and compliance with regulatory requirements, provide services to our customers, and develop and implement effective marketing campaigns.offer new products and communicate with stakeholders. We also face risk of adverse customer impacts and business disruption arising from the execution of strategic initiatives we may pursue across our operations.
In addition,If we do not maintain the necessary operational, technological and organizational infrastructure to operate our businesses are dependent on our abilitybusiness, including to process, recordmaintain the resiliency and monitor a large numbersecurity of complex transactions. If any of our financial, accounting or other data processing systems fail or have other significant shortcomings,that infrastructure, our business and reputation could be materially adversely affected. We may also beare subject to disruptions ofto our operating systems arising from events that are wholly or partially beyond our control, which may include for example, computer viruses, or electrical or telecommunications outages, design flaws in foundational components or platforms, availability and quality of vulnerability patches from key vendors, cyber-attacks includingand other security incidents (including Distributed Denial of Service (“DDOS”) and other attacks on our infrastructure as discussed below,below), natural disasters, other damage to property or physical assets, or events arising from local or larger scale politics, including terrorist acts. Any failure to maintain our infrastructure or disruption of these occurrencesour systems and applications could diminish our ability to operate our businesses, service customer accounts and protect customers’ information, or result in potential liability to customers, reputational damage, regulatory intervention and customers’ loss of confidence in our businesses, any of which could result in a material adverse effect.
We also rely on the business infrastructure and systems of third parties with which we do business and to whom we outsource the operation, maintenance and development of operationalour information technology and technological functionality. For example, wecommunications systems. We have migrated a number of, and intend to migrate substantially all aspects of our core information technology systems and customer-facing applications to third-party cloud infrastructure platforms, such as Amazon Web Services, Inc.principally AWS. If we do not execute the transition orfail to administer these new environments in a well-managed, secure and effective manner, or if such platforms become unavailable or do not meet their service level agreements for any reason, we may experience unplanned service disruption or unforeseen costs which maycould result in material harm to our business and operating results.results of operations. We must successfully develop and maintain information, financial reporting, disclosure, privacy, data-protection, data security and other

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controls adapted to our reliance on newoutside platforms and providers. In addition, our cloud infrastructure providers,AWS, or other service providers, could experience system breakdowns or failures, outages, downtime, cyber-attacks and other security incidents, adverse changes to financial condition, bankruptcy, or other adverse conditions, which could have a material adverse effect on our business and reputation. Thus, the substantial amount of our infrastructure that we outsource to “the cloud”AWS or to other third parties may increase our risk exposure.
Our ability to develop and deliver new products that meet the needs of our existing customers and attract new ones and to run our business in compliance with applicable laws and regulations depends on the functionality and reliability of our operational and technology systems. Any disruptions, failures or inaccuracies of our operational andprocesses, technology systems and models, including those associated with improvements or modifications to such technology systems and models, could cause us to be unable to market and manage our products and services, manage our risk, meet our regulatory obligations or report our financial results in a timely and accurate manner, all of which could have a negative impact on our results of operations. In addition, our ongoing investments in infrastructure, which are necessary to maintain a competitive business, integrate acquisitions and establish scalable operations, may increase our expenses. As our business develops, changes or expands, additional expenses can arise as a result of a reevaluation of business strategies, management of outsourced services, asset purchases or other acquisitions, structural reorganization, compliance with new laws or regulations, or the integration of newly acquired businesses.businesses, or the prevention or occurrence of cyber-attacks and other security incidents. If we are unable to successfully manage our expenses, our financial results will be negatively affected. Changes to our business, including those resulting from our strategic objectives, also requires robust governance to ensure that our objectives are executed as intended without adversely impacting our customers, associates, operations or financial performance. Ineffective change management oversight and governance over the execution of our strategic objectives could expose us to operational, strategic and reputational risk and could negatively impact customers or our financial performance.
We Could Incur Increased Costs, Reductions In Revenue And Suffer Reputational Damage And Business Disruptions In The Event Of The Theft, Loss Or Misuse Of Information, Including As A Result Of A Cyber-Attack.cyber-attack or other security incident, including one that results in the theft, loss or misuse of information (including personal information), or the disabling of systems and access to information critical to business operations, may result in increased costs, reductions in revenue, reputational damage, legal exposure and business disruptions.
Our ability to provide our products and services, many of which are web-based, and communicate with our customers, depends upon the management and safeguarding of information systems and infrastructure, networks, software, data engineering, technology, methodologies and business secrets, including those of our service providers. Our products and services involve the gathering,collection, authentication, management, processing,usage, storage, transmission and transmissioneventual destruction of sensitive and confidential information, including personal information, regarding our customers and their accounts, our employees, our partners and other
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third parties with which we do business. Our ability to provide such products and services, many of which are web-based, depends upon the management and safeguarding of information, software, methodologies and business secrets. To provide these products and services to, as well as communicate with, our customers, we rely on information systems and infrastructure, including digital technologies, computer and email systems, software, networks and other web-based technologies, that we and third-party service providers operate. We also have arrangements in place with third parties through which we share and receive information about their customers who are or may become our customers.
Like other financial services firms, technologies,Technologies, systems, networks, and other devices of Capital One, oras well as those of our customers, employees, service providers, orpartners and other third parties with whom we interact, have been and may continue to be the subject of attempted unauthorized access, mishandling or misuse of information, denial-of-servicecyber-attacks and other security incidents, including DDOS attacks, computer viruses, website defacement, hacking, malware, ransomware, credential stuffing, or phishing or other forms of social engineering,engineering. Such cyber-attacks and other forms of cyber-attackssecurity incidents are designed to obtainlead to various harmful outcomes, such as unauthorized transactions in Capital One accounts, unauthorized or unintended access to or release, gathering, monitoring, disclosure, loss, destruction, corruption, disablement, encryption, misuse, modification or other processing of confidential or sensitive information destroy data, disrupt(including personal information), intellectual property, software, methodologies or degradebusiness secrets, disruption, sabotage or degradation of service, sabotage systems or causenetworks, or other damage, and other events.damage. These threats may derive from, humanamong other things, error, fraud or malice on the part of our employees, insiders, or third parties or may result from accidental technological failure. Any of these parties may also attempt to fraudulently induce employees, service providers, customers, partners or other third-party users of our systems or networks to disclose confidential or sensitive information (including personal information) in order to gain access to our systems, networks or data or that of our customers, partners, or third parties with whom we interact. Further, cyberinteract, or to unlawfully obtain monetary benefit through misdirected or otherwise improper payment. For example, any party that obtains our confidential or sensitive information (including personal information) through a cyber-attack or other security incident may use this information for ransom, to be paid by us or a third party, as part of a fraudulent activity that is part of a broader criminal activity, or for other illicit purposes.
For example, on July 29, 2019, we announced that on March 22 and 23, 2019 an outside individual gained unauthorized access to our systems (the “Cybersecurity Incident”). This individual obtained certain types of personal information relating to people who had applied for our credit card products and to our credit card customers. While the Cybersecurity Incident has been remediated, it has resulted in fines, litigation, government investigations and other regulatory enforcement inquiries, as well as consent orders with certain regulatory agencies. Cyber and information security risks for large financial institutions like us have generally increased in recent years in part because ofcontinue to increase due to the proliferation of new technologies, the use ofindustry-wide shift to reliance upon the Internet and telecommunications technologiesinternet to conduct financial transactions, and the increased sophistication and activities of malicious actors, organized crime, perpetrators of fraud, hackers, terrorists, activists, formal and informal instrumentalities of foreign governments and other external parties. In addition, toour customers access our products and services our customers may use computers, smartphones, tablet PCs and other mobileusing personal devices that are beyondnecessarily external to our security control systems.
As a financial institution, we are subject to and examined for compliance with an array of data protection laws, regulations and guidance, as well as to our own internal privacy and information security policies and programs. However, because the methods and techniques employed by perpetrators of fraud and others to attack, disable, degrade or sabotage platforms, systems and applications change frequently, are increasingly sophisticated and often are not fully recognized or understood until after they have occurred, and some techniques could occur and persist for an extended period of time before being detected, we and our third-party service providers and partners may be unable to anticipate or identify certain attack methods in order to implement effective preventative measures or mitigate or remediate the damages caused in a timely manner. We may There has also be unable to hire and develop talent capable of detecting, mitigating or remediating these risks. Although we believe we have a robust suite of authentication and layered information security controls, including our cyber threat analytics, data encryption and tokenization technologies, anti-malware defenses and vulnerability management program, any one or combination of these controls could fail to detect, mitigate or remediate these risks in a timely manner. We may face an increasing number of attempted cyber-attacks as we expand our

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mobile- and other internet-based products and services, as well as our usage of mobile and cloud technologies and as we provide more of these services to a greater number of retail clients.
A disruption or breach, including as a result of a cyber-attack, or media reports of perceived security vulnerabilities at Capital One or at third-party service providers, could result in significant legal and financial exposure, regulatory intervention, remediation costs, card reissuance, supervisory liability, damage to our reputation or loss of confidence in the security of our systems, products and services that could adversely affect our business. We and other U.S. financial services providers continue to be targeted with evolving and adaptive cybersecurity threats from sophisticated third parties. Although we have not experienced any material losses relating to cyber incidents, there can be no assurance that unauthorized access or cyber incidents will not occur or that we will not suffer such losses in the future. Unauthorized access or cyber incidents could occur more frequently and on a more significant scale. If future attacks like these are successful or if customers are unable to access their accounts online for other reasons, it could adversely impact our ability to service customer accounts or loans, complete financial transactions for our customers or otherwise operate any of our businesses or services. In addition, a breach or attack affecting one of our third-party service providers or partners could harm our business even if we do not control the service that is attacked.
In addition, the increasing prevalence and the evolution of cyber-attacks and other efforts to breach or disrupt our systems or those of our partners, retailers or other market participants has led, and will likely continue to lead, to increased costs to us with respect to preventing, mitigating and remediating these risks, as well as any related attempted fraud. We may be required to expend significant additional resources to continue to modify or strengthen our protective security measures, investigate and remediate any vulnerabilities of our information systems and infrastructure or invest in new technology designed to mitigate security risks. For example, various retailers have continued to be victims of cyber-attacks in which customer data, including debit and credit card information, was obtained. In these situations, we incur a variety of costs, including those associated with replacing the compromised cards and remediating fraudulent transaction activity. Further, successful cyber-attacks at other large financial institutions or other market participants, whether or not we are impacted, could lead to a general loss of customer confidence in financial institutions that could negatively affect us, including harming the market perception of the effectiveness of our security measures or the financial system in general which could result in reduced use of our financial products. Though we have insurance against some cyber-risks and attacks, it may not be sufficient to offset the impact of a material loss event.
Our Exposure To Potential Data Protection and Privacy Incidents, And Our Required Compliance With Regulations Related To These Areas, May Increase Our Costs, Reduce Our Revenue And Limit Our Ability To Pursue Business Opportunities.
If our information systems or infrastructure or those of our customers, partners, service providers or other market participants experience a significant disruption or breach, it could lead, depending on the nature of the disruption or breach, to the unauthorized access to and release, gathering, monitoring, misuse, loss or destruction of personal or confidential data about our customers, employees or other third parties in our possession. Any party that obtains this personal or confidential data through a breach or disruption may use this information for ransom, to be paid by us or a third-party, as part of a fraudulent activity that is part of a broader criminal activity, or for other illicit purposes. Further, such disruption or breach could also result in unauthorized access to our proprietary information, intellectual property, software, methodologies and business secrets and in unauthorized transactions in Capital One accounts or unauthorized access to personal or confidential information maintained by those entities. For example, there has been a significant proliferation of consumer information available on the Internetinternet resulting from breaches of third-party entities, including personal information, log-in credentials and authentication data. While Capital One waswe were not directly involved in these third-party breach events, the stolen information can create a vulnerability for our customers if their Capital One log-in credentials are the same as or similar to the credentials that have been compromised on other sites. This vulnerability could include the risk of unauthorized account access, data loss and fraud. The use of artificial intelligence, “bots” or other automation software or “bots,” can increase the velocity and efficacy of these types of attacks. The ongoing COVID-19 pandemic also increases the risk that we may experience cyber incidents as a result of our employees, service providers, partners and other third parties with which we interact working remotely on systems, networks and environments over which we have less control.
The methods and techniques employed by malicious actors change frequently, are increasingly sophisticated and often are not fully recognized or understood until after they have occurred, and some techniques could occur and persist for an extended period of time before being detected. For example, although we immediately fixed the configuration vulnerability that was exploited in the Cybersecurity Incident once we discovered the unauthorized access, a period of time elapsed between the occurrence of the unauthorized access and the time when we discovered it. In other circumstances, we and our service providers and other third parties with which we interact may be unable to anticipate or identify certain attack methods in order to implement effective preventative measures or mitigate or remediate the damages caused in a timely manner. We may also be unable to hire and develop talent capable of detecting, mitigating or remediating these risks. Although we seek to maintain a robust suite of authentication and layered information security controls, any one or combination of these controls could fail to detect, mitigate or remediate these risks in a timely manner. We will likely face an increasing number of attempted cyber-attacks as we expand our mobile and other internet-based products and services, as well as our usage of mobile and cloud technologies and as we provide more of these services to a greater number of retail clients.
A data protection incident,disruption or breach, including as a result of a cyber-attack such as the Cybersecurity Incident, or media reports of perceived security vulnerabilities at Capital One or at third-partyour service providers, could result in significant legal and financial exposure, regulatory intervention, litigation, remediation costs, card reissuance, supervisory liability, damage to our reputation or loss of confidence in the security of our systems, products and services that could adversely affect our business. There can be no assurance that unauthorized access or cyber incidents similar to the Cybersecurity Incident will not occur or that we will not
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suffer material losses in the future. If future attacks are successful or if customers are unable to access their accounts online for other reasons, it could adversely impact our ability to service customer accounts or loans, complete financial transactions for our customers or otherwise operate any of our businesses or services. In addition, a breach or attack affecting one of our service providers or other third parties with which we interact could harm our business even if we do not control the service that is attacked.
Further, our ability to monitor our service providers’ cybersecurity practices is limited. Although we generally have agreements relating to cybersecurity and data privacy in place with our service providers, we cannot guarantee that such agreements will prevent a cyber incident impacting our systems or information or enable us to obtain adequate or any reimbursement from our service providers in the event we should suffer any such incidents. However, due to applicable laws and regulations or contractual obligations, we may be held responsible for cyber incidents attributed to our service providers as they relate to the information we share with them.
In addition, the increasing prevalence and the evolution of cyber-attacks and other efforts to breach or disrupt our systems or networks or those of our customers, service providers, partners or other third parties with which we interact has led, and will likely continue to lead, to increased costs to us with respect to preventing, mitigating and remediating these risks, as well as any related attempted fraud. In order to address ongoing and future risks, we must expend significant resources to support protective security measures, investigate and remediate any vulnerabilities of our information systems and infrastructure and invest in new technology designed to mitigate security risks. Further, high profile cyber incidents at Capital One or other large financial institutions could lead to a general loss of customer confidence in financial institutions that could negatively affect us, including harming the market perception of the effectiveness of our security measures or the financial system in general, which could result in reduced use of our financial products. We have insurance against some cyber risks and attacks; nonetheless, our insurance coverage may not be sufficient to offset the impact of a material loss event (including if our insurer denies coverage as to any particular claim in the future), and such insurance may increase in cost or cease to be available on commercially reasonable terms, or at all, in the future.
Our required compliance with applicable laws and regulations related to privacy, data protection and data security may increase our costs, reduce our revenue, increase our legal exposure and limit our ability to pursue business opportunities.
We regularly move data across national borders to conduct our operations, and consequently are subject to a variety of continuously evolving and developing laws and regulations in the United States at the federal, state and abroadlocal level regarding privacy, data protection and data security, including those related to the collection, storage, handling, use, disclosure, transfer, security and securityother processing of personal data.information. For example, at the federal level, we are subject to the GLBA, among other laws and regulations. In addition, in November 2021, the Federal Reserve, OCC, and FDIC issued a final rule that, among other things, requires all banking organizations in the United States to notify their primary federal regulators of certain material computer-security incidents as soon as possible and no later than 36 hours after determining that the incident has occurred. At the state level, the CCPA went into effect on January 1, 2020 and covers certain companies that process personal information of California residents. The CCPA was recently amended by the CPRA, which will become effective in most material respects on January 1, 2023. Numerous other states have also enacted or are in the process of enacting state-level privacy, data protection and/or data security laws and regulations.
We also are, or may become, subject to continuously evolving and developing laws and regulations in other jurisdictions regarding privacy, data protection and data security. For example, in Canada we are subject to the Personal Information Protection and Electronic Documents Act (“PIPEDA”). In addition, the EU GDPR applies EU data protection law to all companies processing data of EU residents, regardless of the company’s location. We also are subject to the U.K. GDPR (which is how GDPR has been implemented into U.K. law). These laws and regulations, and similar laws and regulations in other jurisdictions, impose strict requirements regarding the collection, storage, handling, use, disclosure, transfer, security and other processing of personal information, which may have adverse consequences, including significant compliance costs and severe monetary penalties for non-compliance. Significant uncertainty exists as privacy, data protection, and data protectionsecurity laws may be interpreted and applied differently from country to country and may create inconsistent or conflicting requirements. For example, the GDPR, which becomes effective in May 2018, extends the scope of the EU data protection law to all companies
Further, we make public statements about our use, collection, disclosure and other processing data of EU residents, regardless of the company’s location. The law requires companies to meet new requirements regarding the handling of personal data, including new rights such as the “portability” of personal data. Our effortsinformation through our privacy policies, information provided on our website and press statements. Although we endeavor to comply with GDPRour public statements and documentation, we may at times fail to do so or be alleged to have failed to do so. The publication of our privacy policies and other statements that provide promises and assurances about privacy, data protection and data protection laws may entail substantial expenses,

security can subject us to potential government or legal action if they are found to be deceptive, unfair or misrepresentative of our actual practices.
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Our efforts to comply with PIPEDA, GLBA, GDPR, U.K. GDPR, CCPA, CPRA and other privacy, data protection and data security laws and regulations, as well as our posted privacy policies, and related contractual obligations to third parties, entail substantial expenses, may divert resources from other initiatives and projects, and could limit the services we are able to offer. Furthermore, enforcement actions and investigations by regulatory authorities related to data security incidents and privacy, data protection and data security violations continue to increase. The enactment of more restrictive laws rules,or regulations, or future enforcement actions or investigations, could impact us through increased costs or restrictions on our business, and any noncompliance or perceived noncompliance could result in regulatorymonetary or other penalties, harm to our reputation and significant legal liability.
We face risks resulting from the extensive use of models and data.
We rely on quantitative models, our ability to manage and aggregate data in an accurate and timely manner, assess and manage our various risk exposures, estimate certain financial values and manage compliance with regulatory capital requirements. Models may be used in such processes as determining the pricing of various products, grading loans and extending credit, measuring interest rate and other market risks, predicting deposit levels or loan losses, assessing capital adequacy and calculating managerial and regulatory capital levels, estimating the value of financial instruments and balance sheet items, and other operational functions. Our risk reporting and management, including business decisions based on information incorporating models, depend on the effectiveness of our models and our policies, programs, processes and practices governing how data is acquired, validated, stored, protected, processed and analyzed. Any issues with the quality or effectiveness of our data aggregation and validation procedures, as well as the quality and integrity of data inputs, formulas or algorithms, could result in inaccurate forecasts, ineffective risk management practices or inaccurate risk reporting. In addition, models based on historical data sets might not be accurate predictors of future outcomes and their ability to appropriately predict future outcomes may degrade over time. While we continuously update our policies, programs, processes and practices, many of our data management, aggregation and implementation processes are manual and subject to human error or system failure. Failure to manage data effectively and to aggregate data in an accurate and timely manner may limit our ability to manage current and emerging risk, to produce accurate financial, regulatory and operational reporting as well as to manage changing business needs. If our risk management framework is ineffective, we could suffer unexpected losses which could materially adversely affect our results of operation or financial condition. Also, any information we provide to the public or to our regulators based on poorly designed or implemented models could be inaccurate or misleading. Some of the decisions that our regulators make, including those related to capital distribution to our stockholders, could be affected adversely due to the perception that the quality of the models used to generate the relevant information is insufficient.
Legal and Regulatory Risk
Compliance with new and existing laws, regulations and regulatory expectations is costly and complex.
A wide array of laws and regulations, including banking and consumer lending laws and regulations, apply to almost every aspect of our business. We and our subsidiaries are also subject to supervision and examination by multiple regulators, and the manner in which our regulators interpret applicable laws and regulations may affect how we comply with them. Failure to comply with these laws and regulations, even if the failure was inadvertent or reflects a difference in interpretation, could subject us to restrictions on our business activities, fines, criminal sanctions and other penalties, and/or damage to our reputation with regulators, our customers or the public. Hiring, training and retaining qualified compliance and legal personnel, and establishing and maintaining risk management and compliance-related systems, infrastructure and processes, is difficult and may lead to increased expenses. These efforts and the associated costs could limit our ability to invest in other business opportunities.
Applicable rules and regulations may affect us disproportionately compared to our competitors or in an unforeseen manner. For example, we have a large number of customer accounts in our credit card and auto lending businesses and we have made the strategic choice to originate and service subprime credit card and auto loans, which typically have higher delinquencies and charge-offs than prime customer accounts. As a result, we have significant involvement with credit bureau reporting and the collection and recovery of delinquent and charged-off debt, primarily through customer communications, the filing of litigation against customers in default, the periodic sale of charged-off debt and vehicle repossession. These activities are subject to enhanced legal and regulatory scrutiny from regulators, courts and legislators. Any future changes to or legal liabilities resulting from our business practices in these areas, including our debt collection practices, whether mandated by regulators, courts, legislators or otherwise, could have a material adverse impact on our financial condition.
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The legislative and regulatory environment is beyond our control, may change rapidly and unpredictably, and may negatively influence our revenue, costs, earnings, growth, liquidity and capital levels. For example, there may be future rulemaking in emerging regulatory areas such as climate-related risks and new technologies, including distributed ledger technology and cryptocurrencies. In addition, some rules and regulations may be subject to litigation or other challenges that delay or modify their implementation and impact on us. Adoption of new technologies, such as distributed ledger technologies, tokenization, cloud computing, artificial intelligence and machine learning technologies, can present unforeseen challenges in applying and relying on existing compliance systems.
Certain laws and regulations, and any interpretations and applications with respect thereto, are generally intended to protect consumers, borrowers, depositors, the DIF, the U.S. banking and financial system, and financial markets as a whole, but not stockholders. Our Businesses Are Subject To The Risk Of Increased Litigation, Government Investigations And Regulatory Enforcement.success depends on our ability to maintain compliance with both existing and new laws and regulations. For a description of the material laws and regulations to which we are subject, see “Part I—Item 1. Business—Supervision and Regulation.”
Our businesses are subject to the risk of increased litigation, government investigations and regulatory enforcement.
Our businesses are subject to increased litigation, government investigations and other regulatory enforcement risks as a result of a number of factors and from various sources, including the highly regulated nature of the financial services industry, the focus of state and federal prosecutors on banks and the financial services industry and the structure of the credit card industry and business practices in the mortgage business. industry.
Given the inherent uncertainties involved in litigation, government investigations and regulatory enforcement decisions, and the very large or indeterminate damages sought in some matters asserted against us, there can be significant uncertainty as to the ultimate liability we may incur from these kinds of matters. The finding, or even the assertion, of substantial legal liability against us could have a material adverse effect on our business and financial condition and could cause significant reputational harm to us, which could seriously harm our business. The Cybersecurity Incident has resulted in litigation, government investigations and other regulatory enforcement inquiries.
In addition, financial institutions, including us, have facedsuch as ourselves, face significant regulatory scrutiny, over the past several years, which has increasingly ledcan lead to public enforcement actions or nonpublic supervisory actions. We and our subsidiaries are subject to comprehensive regulation and periodic examination by, among other regulatory bodies, the Federal Reserve, theBanking Agencies, SEC, OCC, FDICCFTC and CFPB. We have been subject to enforcement actions by many of these and other regulators and may continue to be involved in such actions, including governmental inquiries, investigations and enforcement proceedings, including by the OCC, Department of Justice, Financial Crimes Enforcement Network (“FinCEN”) and state Attorneys General.
Over the last several years, federal and state regulators have focused on compliance with AML and sanctions laws, privacy, data protection and data security, use of service providers, fair lending and other consumer protection issues. In August 2020, we entered into consent orders with the Federal Reserve and the OCC resulting from regulatory reviews of the Cybersecurity Incident and relating to ongoing enhancements of our cybersecurity and operational risk management processes, and we paid a civil monetary penalty as part of the OCC agreement. In January 2021, we also paid a civil monetary penalty assessed by FinCEN against CONA in connection with our AML program. Regulatory scrutiny is expected to continue in these areas, including as a result of implementation of the AML Act of 2020.
We expect that regulators and governmental enforcement bodies will continue taking formal enforcement actions against financial institutions in addition to addressing supervisory concerns through non-publicnonpublic supervisory and enforcement actions or findings, which could involve restrictions on our activities, or our ability to make acquisitions or otherwise expand our business, among other limitations that could adversely affect our business. In addition, a violation of law or regulation by another financial institution is likely to give rise to an investigation by regulators and other governmental agencies of the same or similar practices by us. For example, various regulatory and governmental agencies initiated an industry-wide supervisory initiative regarding sales practices and sales incentive compensation structures following a public enforcement action at another financial institution. In addition,Furthermore, a single event may give rise to numerous and overlapping investigations and proceedings. These and other initiatives from governmental authorities and officials may subject us to further judgments, settlements, fines or penalties, or cause us to restructure our operations and activities or to cease offering certain products or services, all of which could harm our reputation or lead to higher operational costs. Litigation, government investigations and other regulatory actions could involve restrictions on our activities, generally subject us to significant fines, increased expenses, restrictions on our activities and damage to our reputation and our brand, and could adversely affect our business, financial condition and results of operations. For additional information regarding legal and regulatory proceedings to which we are subject, see “Note 18—Commitments, Contingencies, Guarantees and Others.”
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Other Business Risks
We Face Intense Competition In All Of Our Markets.face intense competition in all of our markets.
We operate in a highly competitive environment across all of our lines of business, whether in making loans, attracting deposits or in the global payments industry, and we expect competitive conditions to continue to intensify with respect to most of our products.products particularly in our credit card and consumer banking business. We compete on the basis of the rates we pay on deposits and the rates and other terms we charge on the loans we originate or purchase, as well as the quality and range of our customer service, products, innovation and experience. This increasingly competitive environment is primarily a result of changes in technology, product delivery systems and regulation, as well as the emergence of new or significantly larger financial serviceservices providers, all of which may affect our customers’ expectations and demands. In addition to offering competitive products and services, we invest in and conduct marketing campaigns to attract and inform customers.
Some of our competitors, including new and emerging competitors in the digital and mobile payments space and other financial technology providers, are not subject to the same regulatory requirements or legislative scrutiny to which we are subject, which also could place us at a competitive disadvantage, in particular in the development of new technology platforms or the ability to rapidly innovate. We compete with many forms of payments offered by both bank and non-bank providers, including a variety of new and evolving alternative payment mechanisms, systems and products, such as aggregators and web-based and wireless payment platforms or technologies, digital currencies,or cryptocurrencies, prepaid systems and payment services targeting users of social networks, communications platforms and online gaming (including, for example, those offering payment through mobile phone accounts).gaming. If we are unable to continue to keep pace with innovation, do not effectively market our products and services or are prohibited from or unwilling to enter emerging areas of competition, our business and results of operations could be adversely affected.
Some of our competitors are substantially larger than we are, which may give those competitors advantages, including a more diversified product and customer base, the ability to reach out to more customers and potential customers, operational efficiencies,

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broad-based local distribution capabilities, lower-cost funding and larger existing branch networks. Many of our competitors are also focusing on cross-selling their products and developing new products or technologies, which could affect our ability to maintain or grow existing customer relationships or require us to offer lower interest rates or fees on our lending products or higher interest rates on deposits. Price competitionCompetition for loans mightcould result in origination of fewer loans, or earning less on our loans.loans or an increase in loans that perform below expectations.
As of December 31, 2017, weWe operate the largestas an online direct bank in the U.S. by deposits.United States. While direct banking representsprovides a significant opportunity to attract new customers that value greater and more flexible access to banking services at reduced costs, we face strong and increasing competition in the direct banking market. Aggressive pricing throughout the industry may adversely affect the retention of existing balances and the cost-efficient acquisition of new deposit funds and may affect our growth and profitability. In addition, the effects of a competitive environment may be exacerbated by the flexibility of direct banking and the increasing financial and technological sophistication of our customer base. Customers could also close their online accounts or reduce balances or deposits in favor of products and services offered by competitors for other reasons. These shifts, which could be rapid, could result from general dissatisfaction with our products or services, including concerns over pricing, online security or our reputation. The potential consequences of this competitive environment are exacerbated by the flexibility of direct banking and the financial and technological sophistication of our online customer base.
In our credit card business, competition for rewards customers may result in higher rewards expenses, or we may fail to attract new customers or retain existing rewards customers due to increasing competition for these consumers. WeAs of December 31, 2021, we have expandeda number of large partnerships in our credit card partnership business over the past several years with the additions of a number of credit card partnerships.loan portfolio. The market for key business partners, especially in the credit card business, is very competitive, and we may not be able to grow or maintain these partner relationships. Additionally, partners themselves may face changes in their business, including market factors and ownership changes, that could impact the partnership. We face the risk that we could lose partner relationships, even after we have invested significant resources time and expense into acquiring and developing the relationships. The loss of any of our key business partners could have a negative impact on our results of operations, including lower returns, excess operating expense and excess funding capacity.
We depend on our partners to effectively promote our co-brand and private label products and integrate the use of our credit cards into their retail operations. The failure by our partners to effectively promote and support our products as well as changes they may make in their business models could adversely affect card usage and our ability to achieve the growth and profitability objectives of our partnerships. In addition, if our partners do not adhere to the terms of our program agreements and standards, or otherwise diminish the value of our brand, we may suffer reputational damage and customers may be less likely to use our products.
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Some of our competitors have developed, or may develop, substantially greater financial and other resources than we have, may offer richer value propositions or a wider range of programs and services than we offer, or may use more effective advertising, marketing or cross-selling strategies to acquire and retain more customers, capture a greater share of spending and borrowings, attain and develop more attractive cobrandco-brand card programs and maintain greater merchant acceptance than we have. We may not be able to compete effectively against these threats or respond or adapt to changes in consumer spending habits as effectively as our competitors.
In such a competitive environment, we may lose entire accounts or may lose account balances to competing firms, or we may find it more costly to maintain our existing customer base. Customer attrition from any or all of our lending products, together with any lowering of interest rates or fees that we might implement to retain customers, could reduce our revenues and therefore our earnings. Similarly, unexpected customer attrition from our deposit products, in addition to an increase in rates or services that we may offer to retain deposits, may increase our expenses and therefore reduce our earnings.
Our Business, Financial Condition And Results Of Operations May Be Adversely Affected By Merchants’ Increasing Focus On The Fees Charged By Credit Card Networks And By Regulation And Legislation Impacting Such Fees.business, financial condition and results of operations may be adversely affected by merchants’ increasing focus on the fees charged by credit and debit card networks and by legislation and regulation impacting such fees.
Credit card interchangeInterchange fees are generally one of the largest components of the costs that merchants pay in connection with the acceptance of credit and debit cards and are a meaningful source of revenue for our credit and debit card businesses. Interchange fees are the subject of significant and intense global legal, regulatorylegislative and legislativeregulatory focus, and the resulting decisions, regulationslegislation and legislationregulation may have a material adverse impact on our overall business, financial condition and results of operations.
RegulatorsLegislative and legislativeregulatory bodies in a number of countries are seeking to reduce credit card interchange fees through legislation, competition-related regulatory proceedings, voluntary agreements, central bank regulation and and/or litigation. InterchangeFor credit transactions, interchange reimbursement rates in the United States are set by credit card networks such as MasterCard and Visa. For debit transactions, Federal Reserve rules place limits on the interchange fees we may charge. For more information on these rules, including the Federal Reserve’s proposed amendments, please see “Part I—Item 1. Business—Supervision and Regulation.” In some jurisdictions, such as Canada and certain countries in Europe, including the European Union,U.K., interchange fees and related practices are subject to regulatory activity, that have limited the ability of certain networks to establish default rates, including in some cases, imposing caps on permissible interchange fees. WeOur international card businesses have already experiencedbeen impacted by these impactsrestrictions. For example, in ourthe U.K., interchange fees are capped for both credit and debit card transactions. In addition, in Canada, Visa and Mastercard payment networks have, since 2014, entered into voluntary agreements with the Department of Finance Canada to maintain an agreed upon average interchange rate. Lowering interchange fees remains an area of domestic and international credit card portfolio.governmental focus. Legislators and regulators around the world are aware of each other’s approaches to the regulation of the payments industry. Consequently, a development in one country, state or region may influence regulatory approaches in another, such as our primary market, the United States.
In addition to this regulatory activity, merchants are also seeking avenues to reduce interchange fees. During the past few years, merchants and their trade groups have filed numerous lawsuits against Visa, MasterCard, American Express and their card-issuing banks, claiming that their practices toward merchants, including interchange and similar fees, violate federal antitrust laws. In 2005, a number of entities filed antitrust lawsuits against MasterCard and Visa and several member banks, including our subsidiaries and us, alleging among other things, that the defendants conspired to fix the level of interchange fees. In December 2013, the U.S.

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District Court for the Eastern District of New York granted final approval of the proposed class settlement. The settlement provided, among other things, that merchants would be entitled to join together to negotiate lower interchange fees. The settlement was appealed to the Second Circuit Court of Appeals, which rejected the settlement in June 2016; this litigation remains ongoing.a revised settlement was reached in the second half of 2018, and the trial court issued its final approval of the settlement in December 2019. See Note 19—“Note 18—Commitments, Contingencies, Guarantees and OthersOthers” for further details.
Some major retailers may have sufficient bargaining power to independently negotiate lower interchange fees with MasterCard and Visa, which could, in turn, result in lower interchange fees for us when our cardholders undertake purchase transactions with these retailers. In 2016, some of the largest merchants individually negotiated lower interchange rates with MasterCard and/or Visa. These and other merchants also continue to lobby aggressively for caps and restrictions on interchange fees and there can be no assurance that their efforts will notmay be successful or that they will notmay in the future bring legal proceedings against us or other credit card and debit card issuers and networks.
Beyond pursuing litigation, legislation and regulation, merchants may also promote forms of payment with lower fees, such as ACH-based payments, or seek to impose surcharges at the point of sale for use of credit or debit cards. New payment systems, particularly mobile-based payment technologies, could also gain widespread adoption and lead to issuer transaction fees or the displacement of credit card accounts as a payment method.
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The heightened focus by merchants and regulatorylegislative and legislativeregulatory bodies on the fees charged by credit and debit card networks, and the ability of certain merchants to successfully negotiate discounts to interchange fees with MasterCard and Visa or develop alternative payment systems, could result in a reduction of interchange fees. Any resulting loss in income to us could have a material adverse effect on our business, financial condition and results of operations.
If We Are Not Able To Invest Successfully In And Introduce Digital And Other Technological Developments Across All Our Businesses, Our Financial Performance May Suffer.we are not able to invest successfully in and introduce digital and other technological developments across all our businesses, our financial performance may suffer.
Our industry is subject to rapid and significant technological changes and our ability to meet our customers’ needs and expectations is key to our ability to grow revenue and earnings. We expect digital technologies to have a significant impact on banking over time. Consumers increasingly expect robust digital experiences from their financial services providers. The ability for customers to access their accounts and conduct financial transactions using digital technology, including mobile applications, is an increasingly important aspect of the financial services industry and it impacts our ability to deliver products and services to our customers. To that end, financial institutions are rapidly introducing new digital and other technology-driven products and services whichthat aim to offer a better customer experience and to reduce costs. We continue to invest in digital technology designed to attract new customers, facilitate the ability of existing customers to conduct financial transactions and enhance the customer experience related to our products and services.
Our continued success depends, in part, upon our ability to address the needs of our customers by using digital technology to provide products and services that efficiently meet their expectations in a cost-effective manner.expectations. The development and launch of new digital products and services depends in large part on our capacity to invest in and build the technology platforms that can enable them. We continue to actively invest in such technology platforms, however, we may fail to implement the correct technology, or may fail to do sothem, in a cost effective and timely manner as discussedmanner. See “We face intense competition in more detail above under the headings “We Face Intense Competition In All Of Our Marketsall of our marketsand “We Face Risks Related To Our Operational, Technological And Organizational Infrastructure.face risks related to our operational, technological and organizational infrastructure.
Some of our competitors are substantially larger than we are, which may allow those competitors to invest more money into their technology infrastructure and digital innovation than we do. In addition, we face intense competition from smaller companies which experience lower cost structures and different regulatory requirements and scrutiny than we do, and which may allow them to innovate more rapidly than we can. See “We Face Intense Competition In All Of Our Markets.face intense competition in all of our markets.” Further, our success depends on our ability to attract and retain strong digital and technology leaders, engineers and other talent,specialized personnel. The competition is intense and competitionthe compensation costs continue to increase for such talent is intense.talent. If we are unable to attract and retain digital and technology talent, our ability to offer digital products and services and build the necessary technology infrastructure could be negatively affected, which could negatively impact our business and financial results. A failure to maintain or enhance our competitive position with respect to digital products and services, whether because we fail to anticipate customer expectations or because our technological developments fail to perform as desired or are not implemented in a timely or successful manner, could negatively impact our business and financial results.
We May Fail To Realize All Of The Anticipated Benefits Of Our Mergers, Acquisitions And Strategic Partnerships.may fail to realize the anticipated benefits of our mergers, acquisitions and strategic partnerships.
We have engaged in merger and acquisition activity and entered into strategic partnerships over the past several years and may continue to engage in such activity in the future.years. We continue to evaluate and anticipate engaging in, among other merger and acquisition activity, additional strategic partnerships and selected acquisitions of financial institutions and other financialbusinesses or assets,

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including credit card and other loan portfolios. There can be no assurance that we willWe may not be able to identify and secure future acquisition targets on terms and conditions that are acceptable to us, or successfully complete within the anticipated time frame and achieve the anticipated benefits of proposed mergers, acquisitions and strategic partnerships, which could impair our growth.
Any merger, acquisition or strategic partnership we undertake entails certain risks, which may materially and adversely affect our results of operations. If we experience greater than anticipated costs to integrate acquired businesses into our existing operations, or are not able to achieve the anticipated benefits of any merger, acquisition or strategic partnership, including cost savings and other synergies, our business could be negatively affected. In addition, it is possible that the ongoing integration processes could result in the loss of key employees, errors or delays in systems implementation, exposure to cybersecurity risks associated with acquired businesses, exposure to additional regulatory oversight, the disruption of our ongoing businesses or inconsistencies in standards, controls, procedures and policies that adversely affect our ability to maintain relationships with partners, clients, customers, depositors and employees or to achieve the anticipated benefits of any merger, acquisition or strategic partnership. Integration efforts also may divert management attention and resources. These integration matters may have an adverse effect on us during any transition period.
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In addition, we may face the following risks in connection with any merger, acquisition or strategic partnership:
New Businesses and Geographic or Other Markets: Our merger, acquisition or strategic partnership activity may involve our entry into new businesses, andor new geographic areas or other markets which present risks resulting from our relative inexperience in these new businesses or markets. These new businesses or markets may change the overall character of our consolidated portfolio of businesses and could react differentlyalter our exposure to economic and other external factors. We face the risk that we will not be successful in these new businesses or in these new markets.
Identification and Assessment of Merger and Acquisition Targets and Deployment of Acquired Assets: We cannot assure you that we willmay not be able to identify, acquire or acquirepartner with suitable financial assets or institutions to supplement our organic growth through acquisitions or strategic partnerships. In addition, we may incorrectly assess the asset quality and value of the particular assets or institutions we acquire.targets. Further, our ability to achieve the anticipated benefits of any merger, acquisition or strategic partnership will depend on our ability to assess the asset quality and value of the particular assets or institutions we partner with, merge with or acquire. We may be unable to profitably deploy any assets we acquire.
Accuracy of Assumptions: In connection with any merger, acquisition or strategic partnership, we may make certain assumptions relating to the proposed merger, acquisition or strategic partnership that may be, or may prove to be, inaccurate, including as a result of the failure to realize the expected benefits of any merger, acquisition or strategic partnership. The inaccuracy of any assumptions we may make could result in unanticipated consequences that could have a material adverse effect on our results of operations or financial condition.
Target-specific Risk: Assets and companies that we acquire, or companies that we enter into strategic partnerships with, will have their own risks that are specific to a particular asset or company. These risks include, but are not limited to, particular or specific regulatory, accounting, operational, reputational and industry risks, any of which could have a material adverse effect on our results of operations or financial condition. For example, we may face challenges associated with integrating other companies due to differences in corporate culture, compliance systems or standards of conduct. Indemnification rights, if any, may be insufficient to compensate us for any losses or damages resulting from such risks. In addition to regulatory approvals discussed above,below, certain of our merger, acquisition or partnership activity may require third-party consents in order for us to fully realize the anticipated benefits of any such transaction.
Conditions to Regulatory Approval: Certain acquisitionsApproval: We may not be consummated without obtainingrequired to obtain regulatory approvals from one or more of our regulators.to consummate certain acquisitions. We cannot be certain whether, when or if, or on what terms and conditions, any required regulatorysuch approvals willmay be granted. Consequently, we might be required to sell portions of acquired assets as a condition to receiving regulatory approval or we may not obtain regulatory approval for a proposed acquisition on acceptable terms or at all, in which case we would not be able to complete the acquisition despite the time and expenses investedinvesting resources in pursuing it.
Reputational Risk And Social Factors May Impact Our Results And Damage Our Brand.risk and social factors may impact our results and damage our brand.
Our ability to originateattract and maintain accountsretain customers is highly dependent upon the perceptions of consumer and commercial borrowers and deposit holders and other external perceptions of our products, services, trustworthiness, business andpractices, workplace culture, compliance practices or our financial health. In addition, our brand has historically been, and we expect it to continue to be,is very important to us. Maintaining and enhancing our brand will dependdepends largely on our ability to continue to provide high-quality products and services. Adverse perceptions regarding our reputation in the consumer, commercial and funding markets could lead to difficulties in generating and maintaining accounts as well as in financing them. In particular, negative public perceptions regarding our reputation, including negative perceptions regarding our ability to maintain the security of our technology systems and protect customer data, could lead to decreases in the levels of deposits that consumer and commercial customers and potential customers choose to maintain with us or significantly increase

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the costs of attracting and retaining customers. In addition, negative perceptions regarding certain industries, partners or clients could also prompt us to cease business activities associated with those industries or clients.entities.
Negative public opinion or damage to our brand could also result from actual or alleged conduct in any number of activities or circumstances, including lending practices, regulatory compliance, security breaches (including the use and protection of customer information)data, such as resulting from the Cybersecurity Incident), corporate governance and sales and marketing, and from actions taken by regulators or other persons in response to such conduct. Such conduct could fall short of our customers’ and the public’s heightened expectations of companies of our size with rigorous privacy, data privacyprotection, data security and compliance practices, and could further harm our reputation. In addition, our co-brand and private label partners or other third parties with whom we have important relationships may take actions over which we have limited control that could negatively impact perceptions about us or the financial services industry. The proliferation of social media may increase the likelihood that negative public opinion from any of the events discussed above will impact our reputation and business.
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In addition, a variety of social factors may cause changes in borrowing activity, including credit card use, payment patterns and the rate of defaults by accountholdersaccount holders and borrowers domestically and internationally. These social factors include changes in consumer confidence levels, the public’s perception regarding the banking industry and consumer debt, including credit card use, and changing attitudes about the stigma of bankruptcy. If consumers develop or maintain negative attitudes about incurring debt, or if consumption trends decline or if we fail to maintain and enhance our brand, or we incur significant expenses in this effort,to do so, our business and financial results could be materially and negatively affected.
If We Are Not Able To Protect Our Intellectual Property, Our Revenue And Profitability Could Be Negatively Affected.we are not able to protect our intellectual property, our revenue and profitability could be negatively affected.
We rely on a variety of measures to protect and enhance our intellectual property, including copyrights, trademarks, trade secrets, patents and certain restrictions on disclosure, solicitation and competition. We also undertake other measures to control access to and distribution of our other proprietary information. These measures may not prevent misappropriation of our proprietary information or infringement of our intellectual property rights and a resulting loss of competitive advantage. In addition, our competitors or other third parties may file patent applicationsobtain patents for innovations that are used in our industry or allege that our systems, processes or technologies infringe on their intellectual property rights. If our competitors or other third parties are successful in obtaining such patents or prevail in intellectual property-related litigation against us, we could lose significant revenues, incur significant license, royalty or technology development expenses, or pay significant damages.
There Are Risks Resulting From The Extensive Use Of Models and Data In Our Business.
We rely on quantitative models, andrisk management strategies may not be fully effective in mitigating our ability to manage data and our ability to aggregate data in an accurate and timely manner, to assess and manage our various risk exposures and to estimate certain financial values. Models may be used in such processes as determining the pricingall market environments or against all types of various products, grading loans and extending credit, measuring interest rate and other market risks, predicting losses, assessing capital adequacy and calculating economic and regulatory capital levels, as well as to estimate the value of financial instruments and balance sheet items. Our risk reporting and management, including business decisions based on information incorporating models, depend on the effectiveness of our models and our policies, programs, processes and practices governing how data is acquired, validated, stored, protected, processed and analyzed. Any issues with the quality or effectiveness of our data aggregation and validation procedures, as well as the quality and integrity of data inputs, could result in ineffective risk management practices or inaccurate risk reporting. For example, models based on historical data sets might not be accurate predictors of future outcomes and their ability to appropriately predict future outcomes may degrade over time. While we continuously update our policies, programs, processes and practices, many of our data management and aggregation processes are manual and subject to human error or system failure. Failure to manage data effectively and to aggregate data in an accurate and timely manner may limit our ability to manage current and emerging risk, to produce accurate financial, regulatory and operational reporting as well as to manage changing business needs. If our risk management framework proves ineffective, we could suffer unexpected losses which could materially adversely affect our results of operation or financial condition. Also, information we provide to the public or to our regulators based on poorly designed or implemented models could be inaccurate or misleading. Some of the decisions that our regulators make, including those related to capital distribution to our shareholders, could be affected adversely due to the perception that the quality of the models used to generate the relevant information is insufficient.
Our Risk Management Strategies May Not Be Fully Effective In Mitigating Our Risk Exposures In All Market Environments Or Against All Types Of Risk.risk.
Management of risk, including market, credit, liquidity, operational and compliance and strategic risks,risk requires, among other things, policies and procedures to properly record and verify a large number of transactions and events. See “MD&A—Risk Management” for further details. We have devotedEven though we continue to devote significant resources to developing our risk management policies and procedures and expect to continue

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to do so in the future. Nonetheless,framework, our risk management strategies may not be fully effective in identifying and mitigating our risk exposure in all market environments or against all types of risk, including risks that are unidentified or unanticipated, even if our models for assessing risk are properly designed and implemented.unanticipated.
Some of our methods of managing riskthese risks are based upon our use of observed historical market behavior and management’s judgment. These methods may not accurately predict future exposures, which could be significantly greater than the historical measures indicate.indicate and market conditions, particularly during a period of financial market stress, can involve unprecedented dislocations. For example, market conditions during the financial crisis involved unprecedented dislocations and highlight the limitations inherent in using historical information to manage risk. In addition, credit risk is inherent in the financial services business and results from, among other things, extending credit to customers. Our ability to assess the creditworthiness of our customers may be impaired if the models and approaches we use to select, manage and underwrite our consumer and commercial customers become less predictive of future charge-offs (due,due, for example, to rapid changes in the economy, includingor degradation in the unemployment rate).predictive nature of credit bureau and other data used in underwriting.
While we employ a broad and diversified set of risk monitoring and risk mitigation techniques, those techniques and the judgments that accompany their application cannot anticipate every economic and financial outcome or the timing of such outcomes. For example, our ability to implement our risk management strategies may be hindered by adverse changes in the volatility or liquidity conditions in certain markets and as a result, may limit our ability to distribute such risks (for instance, when we seek to syndicate exposure in bridge financing transactions we have underwritten). We may, therefore, incur losses in the course of our risk management or investing activities.
Changes In Consumer Behavior And Their Adoption of Digital Technology May Change Retail Distribution Strategies And May Adversely Impact Our Investments In Our Bank Premises And Equipment And Other Retail Distribution Assets, Lead To Increased Expenditures And Expose Us To Additional Risk.
We have significant investmentsFluctuations in bank premises and equipment for our branch network and other branch banking assets including our banking centers, parcels of land held for the development of future banking centers and our retail work force. Advances in technology such as digital and mobile banking, in-branch self-service technologies, proximitymarket interest rates or remote payment technologies, as well as progressively changing customer preferences for these other methods of banking, could decrease the value of our branch network or other retail distribution assets. As a result, we may need to further change our retail distribution strategy and close, sell and/or renovate additional branches or parcels of land held for development and restructure or reduce our remaining branches and work force. These actions could lead to losses on these assets or could adversely impact the carrying value of other long-lived assets, reduce our revenues, increase our expenditures, dilute our brand and/or reduce customer demand for our products and services.
Further, to the extent that we change our retail distribution strategy and as a result expand into new business areas, we may face more competitors with more experiencevolatility in the new business areas and more established relationships with relevant customers, regulators and industry participants, whichcapital markets could adversely affect our ability to compete. Our competitors may also be subject to less burdensome regulations. See “We Face Intense Competition In All Our Markets.”
Fluctuations In Market Interest Rates Or Volatility In The Capital Markets Could Adversely Affect Our Income And Expense, The Value Of Assets And Obligations, Our Regulatory Capital, Cost Of Capital Or Our Liquidity.income and expense, the value of assets and obligations, our regulatory capital, cost of capital or liquidity.
Like other financial institutions, our business may beis sensitive to market interest rate movementmovements and the performance of the capital markets. Disruptions, uncertainty or volatility across the capital markets could negatively impact market liquidity, and limit our access to the funding and capital required to operate and grow our business.business and adversely affect our results of operations and financial condition. In addition, changes in interest rates or in valuations in the debt or equity markets could directly impact us. For example, we borrow money from other institutions and depositors, which we use to make loans to customers and invest in debt securities and other earninginterest-earning assets. We earn interest on these loans and assets and pay interest on the money we borrow from institutions and depositors. The interest rates that we pay on the securities we have issued are also influenced by, among other things, applicable credit ratings from recognized rating agencies. A downgrade to any of these credit ratings could affect our ability to access the capital markets, increase our borrowing costs and have a negative impact on our results of operations. Increased charge-offs, rising London Interbank Offering Rate (“LIBOR”)interest rates and other events may cause our securitization transactions to amortize earlier than scheduled, which could accelerate our need for additional funding from other sources. Fluctuations in interest rates,
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including changes in the relationship between short-term rates and long-term rates and in the relationship between our funding basis rate and our lending basis rate, may have negative impacts on our net interest income and therefore our earnings.

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In addition, interest rate fluctuations and competitor responses to those changes may affect the rate of customer prepayments for mortgage, auto and other term loans and may affect the balances customers carry on their credit cards. Although recentFor example, increases in interest rates may reduce prepayment risk,increase debt service requirements for some of our borrowers, will increase, which may adversely affect those borrowers’ ability to pay as contractually obligated. This could result in additional delinquencies or charge-offs and negatively impact our results of operations. These changes can reduce the overall yield on our earninginterest-earning asset portfolio. Changes in interest rates and competitor responses to these changes may also impact customer decisions to maintain balances in the deposit accounts they have with us. An inability to attract or maintain deposits could materially affect our ability to fund our business and our liquidity position. Many other financial institutions have increased their reliance on deposit funding and, as such, we expect continued competition in the deposit markets. We cannot predict how this competition will affect our costs. If we are required to offer higher interest rates to attract or maintain deposits, our funding costs will be adversely impacted. Changes in valuations in the debt and equity markets could have a negative impact on the assets we hold in our investment portfolio. Such market changes could also have a negative impact on the valuation of assets for which we provide servicing. Finally, the Basel III Capital Rule requires that most amounts reported in Accumulated Other Comprehensive Income (“AOCI”), includingunrealized gains and losses on securities designated as available for sale, be included in our regulatory capital calculations. Changes in interest rates or market valuations that result in unrealized losses on components of AOCI could therefore impact our regulatory capital ratios negatively.
As a result of recent regulatory and other legal proceedings, actions by regulators or law enforcement agencies may result in changes to the manner in which LIBOR is determined or the establishment of alternative reference rates for floating rate debt. Uncertainty as to the nature of potential changes, alternative reference rates or other reforms may adversely affect the trading market for LIBOR-based securities. In addition, any changes in the method pursuant to which LIBOR is determined may result in a sudden or prolonged increase or decrease in LIBOR. If that were to occur, the level of interest payments and the value of LIBOR-indexed debt may be affected. Uncertainty as to the extent and manner of future changes may adversely affect the current trading market for LIBOR based securities.
We assess our interest rate risk by estimating the effect on our earnings, economic value and capital under various scenarios that differ based on assumptions about the direction and the magnitude of interest rate changes. We take risk mitigation actions based on those assessments. We face the risk that changes in interest rates could materially reduce our net interest income and our earnings, especially if actual conditions turn out to be materially different than those we assumed. See “MD&A—Market Risk Profile” for additional information.
The transition away from LIBOR may adversely affect our business.
Central banks around the world, including the Federal Reserve, have commissioned committees and working groups of market participants and official sector representatives to replace LIBOR and replace or reform other interest rate benchmarks. The publication of non-U.S. dollar LIBOR rates on a representative basis, as well as the publication of the lesser used 1-week and 2-month U.S. dollar LIBOR tenors, ceased as of the end of December 2021. While the most commonly used U.S. dollar LIBOR tenors are expected to continue to be published until June 30, 2023, the U.S. banking agencies issued guidance that banking organizations should cease using U.S. dollar LIBOR as a reference rate in new contracts in any event by December 31, 2021. A transition away from the widespread use of LIBOR to alternative rates and other potential interest rate benchmark reforms has begun and is continuing. These reforms have caused and may in the future cause such rates to perform differently than in the past, or to disappear entirely, or have other consequences which cannot be predicted.
Given LIBOR’s extensive use across financial markets, the transition away from LIBOR presents several risks and challenges to the financial markets and financial institutions, including Capital One. We have loans, derivative contracts, unsecured debt, securitizations, vendor agreements and other instruments with attributes that are either directly or indirectly dependent on LIBOR. Uncertainty as to the nature of potential changes, alternative reference rates (including the pace of transition to, the specific terms and parameters for, and market acceptance of, such rates), or other reforms may adversely affect market liquidity, the pricing of LIBOR-based instruments, and the availability and cost of associated hedging instruments and borrowings. The Secured Overnight Financing Rate (“SOFR”) has been recommended by the Alternative Reference Rates Committee (“ARRC”) as an alternative to U.S. dollar LIBOR. Nevertheless, the transition away from LIBOR could result in loss of market share in certain products, adverse tax or accounting impacts, compliance, legal or operational costs and risks associated with client disclosures, as well as systems disruption, model disruption and other business continuity issues for us.
In addition, risks will remain for us with respect to outstanding instruments which rely on LIBOR. Those risks arise in connection with transitioning such instruments to a new reference rate, the taking of discretionary actions (for example, under fallback provisions) or the negotiation of fallback provisions and final amendments to existing LIBOR based agreements. Payments under contracts referencing new reference rates may significantly differ from those referencing LIBOR. For some instruments, the method of transitioning to a new reference rate may be challenging, especially if parties to an instrument cannot agree as to how to effect that transition. If a contract is not transitioned to a new reference rate and LIBOR ceases to exist, the impact on our obligations is likely to vary by contract. In addition, prior to LIBOR cessation, instruments that continue to refer to LIBOR may be impacted if there is a change in the availability or calculation of LIBOR. The transition from LIBOR to an alternative reference rate has changed our market risk profile and required changes to risk and pricing models, valuation tools, product design, information technology systems, reporting infrastructure, operational processes and controls, and hedging strategies, and may result in or require further such changes in the future. In many cases, we are and may in the future be dependent on third parties to upgrade systems, software and other critical functions that could materially disrupt our
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readiness if they are not done on a timely basis or otherwise fail. Our Business Could Be Negatively Affected If We Are Unable To Attract, Retain And Motivate Skilled Senior Leaders.assessment of the ultimate impact of, and our planning for, the transition from LIBOR remains ongoing. Failure to adequately manage the transition could have a material adverse effect on our reputation, business, financial condition and results of operations. See “MD&A—Market Risk Profile” for additional information.
Our business could be negatively affected if we are unable to attract, retain and motivate skilled employees.
Our success depends, in large part, on our ability to retain key senior leaders and competitionto attract and retain skilled employees, particularly employees with advanced expertise in credit, risk, digital and technology skills. We depend on our senior leaders and skilled employees to oversee simultaneous, transformative initiatives across the enterprise and execute on our business plans in an efficient and effective manner. Competition for such senior leaders and employees, and the costs associated with attracting and retaining them, is intense. The executive compensation provisionshigh and made even more competitive as a result of the Dodd-Frank Actexternal environment, including increasing rates of job transition and low unemployment. Our ability to attract and retain qualified employees also is affected by perceptions of our culture and management, our profile in the regions where we have offices and the regulations issued thereunder, and any further legislation, regulationprofessional opportunities we offer. Regulation or regulatory guidance restricting executive compensation, as well as evolving investor expectations, may limit the types of compensation arrangements that we may enter into with our most senior leaders and could have a negative impact on our ability to attract, retain and motivate such leaders in support of our long-term strategy. These laws and regulations may not apply in the same manner to all financial institutions and wetechnology companies, which therefore may facesubject us to more restrictions than other institutions and companies with which we compete for talent. These lawstalent and regulations may also hinder our ability to compete for talent with other industries. We rely upon our senior leaders not only for business success, but also to lead with integrity. To the extent our senior leaders behave in a manner that does not comport with our values, the consequences to our brand and reputation could be severe and could adversely affect our financial condition and results of operations. If we are unable to attract, develop and retain talented senior leadership and employees, or to implement appropriate succession plans for our senior leadership, our business could be negatively affected.
We Face Risks From Unpredictable Catastrophic Events.face risks from unpredictable catastrophic events.
Despite the business contingency plans we have in place, there can be no assurance that such plans willdo not fully mitigate all potential business continuity risks to us. The impact from naturalNatural disasters and other catastrophic events may have a negative effect oncould harm our employees, business and infrastructure, including our information technology systems and those of third-parties that we rely on.third-party platforms. Our ability to conduct business may be adversely affected by a disruption in the infrastructure that supports our business and the communities where we are located, which are concentrated in the Northern Virginia and New York metropolitan areas, as well as Richmond, Virginia and Plano, Texas. This may include a disruption involving damage or loss of access to a physical site, access, cybercyber-attacks and other security incidents, terrorist activities, the occurrence or worsening of disease outbreaks or pandemics catastrophic events,(including the COVID-19 pandemic), natural disasters, extreme weather events (including as a result of climate change), electrical outage, environmental hazard, computer servers,hazards, disruption to technological infrastructure, communications or other services we use, our employees or third parties with whom we conduct business. Our business, financial condition and results of operations may be impacted by any such disruption and our ability to implement corresponding response measures quickly, including, for example, our ability to respond effectively to a remote work environment as a result of the ongoing COVID-19 pandemic and related response measures. In addition, if a natural disaster or other catastrophic event occurs in certain regions where our business and customers are concentrated, such as the mid-Atlantic, New York, California or Texas metropolitan areas, we could be disproportionately impacted as compared to our competitors. The impact of such events and other catastrophes on the overall economy may also adversely affect our financial condition and results of operations.

Climate change manifesting as physical or transition risks could adversely affect our operations, businesses and customers.
The physical risks of climate change include discrete events, such as flooding and wildfires, and longer-term shifts in climate patterns, such as extreme heat, sea level rise, and more frequent and prolonged drought. Such events could disrupt our operations or those of our customers or third parties on which we rely, including through direct damage to assets and indirect impacts from supply chain disruption and market volatility. Additionally, transitioning to a low-carbon economy may entail significant policy, legal, technology and market initiatives. Transition risks, including changes in consumer preferences and additional regulatory requirements or taxes, could increase our expenses and impact our strategies or those of our customers. Physical and transition risks could also affect the financial health of certain customers in impacted industries or geographies. In addition, our reputation and client relationships may be damaged as a result of our practices and decisions related to climate change and the environment, or the practices or involvement of our clients, in certain industries or projects associated with causing or exacerbating climate change. Climate risk is interconnected with many risk types. We continue to enhance processes to embed evolving climate risk considerations into our risk management strategies established for risks such as market, credit
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and operational risks; however, because the timing and severity of climate change may not be predictable, our risk management strategies may not be effective in mitigating climate risk exposure.
We Face Risks From The Use Of Or Changes To Assumptions Or Estimates In Our Financial Statements.face risks from the use of or changes to assumptions or estimates in our financial statements.
Pursuant to generally accepted accounting principles in the U.S. (“U.S. GAAP”), we are required to use certain assumptions and estimates in preparing our financial statements, including determining our allowance for loan and leasecredit losses, the fair value of certain assets and liabilities, and assetgoodwill impairment, among other items. In December 2017, Congress passed and the President signed into law the Tax Act, that made significant changes to the U.S. federal tax laws. Many aspects of the new legislation are unclear and may not be clarified for some time. As a result, we have relied on reasonable estimates and provisional accounting entries in our accounting for income taxes. The ultimate impact of the Tax Act may differ from our estimates due to changes in the interpretations and assumptions, as well as additional regulatory guidance that may be issued. In addition, the FASB, the SEC and other regulatory bodies may change the financial accounting and reporting standards, including those related to assumptions and estimates we use to prepare our financial statements, in ways that we cannot predict and that could impact our financial statements. For example, in June 2016, the FASB issued revised guidance for impairments on financial instruments. The guidance, which becomes effective on January 1, 2020 with early adoption permitted no earlier than January 1, 2019, requires use of a CECL model that is based on expected rather than incurred losses. We are currently assessing the potential impact of this guidance, which may be material to our accounting for credit losses on financial instruments. If actual results differ from the assumptions or estimates underlying our financial statements or if financial accounting and reporting standards are changed, we may experience unexpected material losses. For a discussion of our use of estimates in the preparation of our consolidated financial statements, see “MD&A—Critical Accounting Policies and Estimates” and Note“Note 1—Summary of Significant Accounting Policies.Policies.
Limitations On Our Ability To Receive Dividends From Our Subsidiaries Could Affect Our Liquidity And Ability To Pay Dividends And Repurchase Common Stock.
We are a separate and distinct legal entity from our subsidiaries, including the Banks. Dividends to us from our direct and indirect subsidiaries, including the Banks, have represented a major source of funds for us to pay dividends on our common and preferred stock, repurchase common stock, make payments on corporate debt securities and meet other obligations. There are various federal law limitations on the extent to which the Banks can finance or otherwise supply funds to us through dividends and loans. These limitations include minimum regulatory capital requirements, federal banking law requirements concerning the payment of dividends out of net profits or surplus, Sections 23A and 23B of the Federal Reserve Act and Regulation W governing transactions between an insured depository institution and its affiliates, as well as general federal regulatory oversight to prevent unsafe or unsound practices. If our subsidiaries’ earnings are not sufficient to make dividend payments to us while maintaining adequate capital levels, our liquidity may be affected and we may not be able to make dividend payments to our common or preferred stockholders, repurchase our common stock, make payments on outstanding corporate debt securities or meet other obligations, each and any of which could have a material adverse impact on our results of operations, financial position or perception of financial health.
The Soundness Of Other Financial Institutions And Other Third Parties Could Adversely Affect Us.soundness of other financial institutions and other third parties could adversely affect us.
Our ability to engage in routine funding and other transactions could be adversely affected by the stability and actions of other financial services institutions. Financial services institutions are interrelated as a result of trading, clearing, servicing, counterparty and other relationships. We have exposure to an increasing number of financial institutions, intermediaries and counterparties. These counterparties include institutions that may beare exposed to various risks over which we have little or no control, including European or U.S. sovereign debt that is currently or may become in the future subject to significant price pressure, rating agency downgrade or default risk.control.
In addition, we routinely execute transactions with counterparties in the financial services industry, including brokers and dealers, commercial banks, investment banks, mutual and hedge funds and other institutional clients, resulting in a significant credit concentration with respect to the financial services industry overall. As a result, defaults by, or even rumors or questions about, one or more financial services institutions, or the financial services industry generally, have led to market-wide liquidity problems and could lead to losses or defaults by us or by other institutions.
Likewise, adverse developments affecting the overall strength and soundness of our competitors, the financial services industry as a whole and the general economic climate or sovereign debt could have a negative impact on perceptions about the strength and soundness of our business even if we are not subject to the same adverse developments. In addition, adverse developments with respect to third parties with whom we have important relationships also could negatively impact perceptions about us. These perceptions about us could cause our business to be negatively affected and exacerbate the other risks that we face.

32Capital One Financial Corporation (COF)


Item 1B. Unresolved Staff Comments
None.

33Capital One Financial Corporation (COF)


Item 2.Properties
Our corporate and banking real estate portfolio consists of approximately 14.712.3 million square feet of owned or leased office and retail space, which is used to support our business. Of this overall portfolio, approximately 11.210.2 million square feet of space is dedicated for various corporate office uses and approximately 3.52.1 million square feet of space is for bank branches and related offices.Cafés.
Our 11.210.2 million square feet of corporate office space consists of approximately 6.44.1 million square feet of leased space and 4.86.1 million square feet of owned space. Our headquarters is located in McLean, Virginia, and is included in our corporate office space. We maintain corporate office space primarily in Virginia, Illinois, Texas and New York, Delaware, Louisiana and Maryland.including our headquarters located in McLean, Virginia.
Our 3.52.1 million square feet offor bank branch,branches and Café and office space consists of approximately 1.9 million square feet of leased space and 1.6 million square feet of owned space, including branch locationss is located primarily across New York, Louisiana, Texas, Maryland, Virginia and New Jersey and the Districtconsists of Columbia.approximately 1.3 million square feet of leased space and 0.8 million square feet of owned space. See Note 8—“Note 7—Premises, Equipment and Lease CommitmentsLeases” for information about our premises.
Item 3.Legal Proceedings
The information required by Item 103 of Regulation S-K is included in Note 19—“Note 18—Commitments, Contingencies, Guarantees and Others.Others.
Item 4.Mine Safety Disclosures
Not applicable.

3439Capital One Financial Corporation (COF)


Item 4. Mine Safety Disclosures
Not applicable.
40Capital One Financial Corporation (COF)

PART II
Item 5.Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities
Market Information
Our common stock is listed on the NYSE and is traded under the symbol “COF.” As of January 31, 2018,2022, there were 10,9829,262 holders of record of our common stock. The table below presents the high and low closing trade prices of our common stock as reported by the NYSE and cash dividends per common share declared by us during each quarter indicated.    
  Trade Price 
Cash
Dividends
For the Quarter Ended High Low 
December 31, 2017 $100.50
 $84.59
 $0.40
September 30, 2017 87.94
 78.21
 0.40
June 30, 2017 85.80
 76.92
 0.40
March 31, 2017 96.12
 82.13
 0.40
December 31, 2016 90.62
 71.07
 0.40
September 30, 2016 72.50
 60.86
 0.40
June 30, 2016 75.96
 58.15
 0.40
March 31, 2016 71.03
 58.66
 0.40
Dividend Restrictions
For information regarding our ability to pay dividends, see the discussion under “Part I—Item 1. Business—Supervision and Regulation—Dividends, Stock Repurchases and Transfers of Funds,” “MD&A—Capital Management—Dividend Policy and Stock Purchases” and “Note 12—Regulatory and Capital Adequacy.”
Securities Authorized for Issuance Under Equity Compensation Plans
Information relating to compensation plans under which our equity securities are authorized for issuance is presented in this Report under “Part III—Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.Matters.



3541Capital One Financial Corporation (COF)


Common Stock Performance Graph
The following graph shows the cumulative total stockholder return on our common stock compared to an overall stock market index, the S&P Composite 500 Stock Index (“S&P 500 Index”), and a published industry index, the S&P Financial Composite Index (“S&P Financial Index”), over the five-year period commencing December 31, 20122016 and endingended December 31, 2017.2021. The stock performance graph assumes that $100 was invested in our common stock and each index and that all dividends were reinvested. The stock price performance on the graph below is not necessarily indicative of future performance.
cof-0331201_chartx41238a04.jpgcof-20211231_g1.jpg

 December 31,December 31,
 2012 2013 2014 2015 2016 2017201620172018201920202021
Capital One $100.00
 $134.18
 $146.88
 $130.86
 $161.94
 $188.35
Capital One$100.00 $114.14 $86.65 $117.96 $113.31 $166.31 
S&P 500 Index 100.00
 129.60
 144.36
 143.31
 156.98
 187.47
S&P 500 Index100.00 119.42 111.97 144.31 167.77 212.89 
S&P Financial Index 100.00
 133.21
 150.66
 145.42
 174.71
 209.70
S&P Financial Index100.00 120.03 102.43 132.31 126.88 168.18 
3642Capital One Financial Corporation (COF)


Recent Sales of Unregistered Securities
We did not have any sales of unregistered equity securities in 2017.2021.
Issuer Purchases of Equity Securities
The following table presents information related to repurchases of shares of our common stock for each calendar month in the fourth quarter of 2017. During this period, there were no2021, comprised mainly by repurchases of common stock under the 20172021 Stock Repurchase Program. Commission costs are excluded from the amounts presented below. For additional information on our 2021 Stock Repurchase Program, see “MD&A—Capital Management—Dividend Policy and Stock Purchases.”
Total Number
of Shares
Purchased
Average
Price
per Share
Total Number of
Shares Purchased as
Part of Publicly
Announced Plans
Maximum
Amount That May
Yet be Purchased
Under the Plan
or Program
(in millions)
October4,882,679 $166.55 4,882,679 $1,831 
November(1)
7,540,529 153.87 7,492,091 678 
December4,636,238 146.31 4,636,238  
Total17,059,446 155.45 17,011,008 
__________
  
Number
of Shares
Purchased(1)
 
Average
Price Paid
per Share
 
Number of
Shares Purchased as
Part of Publicly
Announced Plans
 
Maximum
Amount That May
Yet be Purchased
Under the Plan
or Program
(in millions)
October 
 
 
 $1,834
November 35,254
 $92.10
 
 1,834
December(2)
 
 
 
 1,000
Total 35,254
 $92.10
 
  
__________
(1)
Shares withheld in November 2017 were to cover taxes on restricted stock awards whose restrictions have lapsed.
(2)
In December 2017, the Board of Directors reduced the authorized repurchases of our common stock to up to $1.0 billion for the remaining 2017 CCAR period, which ends June 30, 2018.

(1) There were 48,438 shares withheld in November to cover taxes on restricted stock awards whose restrictions have lapsed.
3743Capital One Financial Corporation (COF)


Item 6. Summary of Selected Financial Data
The following table presents selected consolidated financial data and performance metrics for the five-yearthree-year period ended December 31, 2017. Certain prior period amounts have been recast2021, 2020 and 2019. We also provide selected key metrics we use in evaluating our performance, including certain metrics that are computed using non-GAAP measures. We consider these metrics to conformbe key financial measures that management uses in assessing our operating performance, capital adequacy and the level of returns generated. We believe these non-GAAP metrics provide useful insight to the current period presentation. We prepareinvestors and users of our consolidated financial statements based on U.S. GAAP. This data should be reviewed in conjunction with our audited consolidated financial statements and related notes and with the MD&A included in this Report. The historical financial information presented may not be indicativeas they provide an alternate measurement of our future performance.performance and assist in assessing our capital adequacy and the level of return generated.
Five-YearThree-Year Summary of Selected Financial Data
 Year Ended December 31, Change
(Dollars in millions, except per share data and as noted) 2017 2016 2015 2014 2013 2017 vs. 2016 2016 vs. 2015(Dollars in millions, except per share data and as noted)2021202020192021 vs. 20202020 vs. 2019
Income statement              Income statement
Interest income $25,222
 $22,891
 $20,459
 $19,397
 $19,898
 10 % 12 %Interest income$25,769$26,033 $28,513(1)%(9)%
Interest expense 2,762
 2,018
 1,625
 1,579
 1,792
 37
 24
Interest expense1,5983,120 5,173(49)(40)
Net interest income 22,460
 20,873
 18,834
 17,818
 18,106
 8
 11
Net interest income24,17122,91323,340(2)
Non-interest income 4,777
 4,628
 4,579
 4,472
 4,278
 3
 1
Non-interest income6,2645,610 5,25312
Total net revenue 27,237
 25,501
 23,413
 22,290
 22,384
 7
 9
Total net revenue30,43528,523 28,5937— 
Provision for credit losses 7,551
 6,459
 4,536
 3,541
 3,453
 17
 42
Provision (benefit) for credit lossesProvision (benefit) for credit losses(1,944)10,264 6,236**65 
Non-interest expense:              Non-interest expense:
Marketing 1,670
 1,811
 1,744
 1,561
 1,373
 (8) 4
Marketing2,8711,610 2,27478(29)
Operating expenses 12,524
 11,747
 11,252
 10,619
 10,980
 7
 4
Operating expenseOperating expense13,69913,446 13,2092
Total non-interest expense 14,194
 13,558
 12,996
 12,180
 12,353
 5
 4
Total non-interest expense16,57015,056 15,48310(3)
Income from continuing operations before income taxes 5,492
 5,484
 5,881
 6,569
 6,578
 
 (7)Income from continuing operations before income taxes15,8093,203 6,874**(53)
Income tax provision 3,375
 1,714
 1,869
 2,146
 2,224
 97
 (8)Income tax provision3,415486 1,341**(64)
Income from continuing operations, net of tax 2,117
 3,770
 4,012
 4,423
 4,354
 (44) (6)Income from continuing operations, net of tax12,3942,717 5,533**(51)
Income (loss) from discontinued operations, net of tax (135) (19) 38
 5
 (233) **
 **
Income (loss) from discontinued operations, net of tax(4)(3)1333**
Net income 1,982
 3,751
 4,050
 4,428
 4,121
 (47) (7)Net income12,3902,714 5,546**(51)
Dividends and undistributed earnings allocated to participating securities (13) (24) (20) (18) (17) (46) 20
Dividends and undistributed earnings allocated to participating securities(105)(20)(41)**(51)
Preferred stock dividends (265) (214) (158) (67) (53) 24
 35
Preferred stock dividends(274)(280)(282)(2)(1)
Issuance cost for redeemed preferred stockIssuance cost for redeemed preferred stock(46)(39)(31)1826 
Net income available to common stockholders $1,704
 $3,513
 $3,872
 $4,343
 $4,051
 (51) (9)Net income available to common stockholders$11,965$2,375 $5,192 **(54)
Common share statistics            
  
Common share statistics 
Basic earnings per common share:              Basic earnings per common share:
Net income from continuing operations $3.80
 $7.00
 $7.08
 $7.70
 $7.39
 (46)% (1)%Net income from continuing operations$27.05$5.20 $11.07 **(53)%
Income (loss) from discontinued operations (0.28) (0.04) 0.07
 0.01
 (0.40) **
 **
Income (loss) from discontinued operations(0.01)(0.01)0.03 **
Net income per basic common share $3.52
 $6.96
 $7.15
 $7.71
 $6.99
 (49) (3)Net income per basic common share$27.04$5.19 $11.10 **(53)
Diluted earnings per common share:             

Diluted earnings per common share:
Net income from continuing operations $3.76
 $6.93
 $7.00
 $7.58
 $7.28
 (46) (1)Net income from continuing operations$26.95$5.19 $11.02 **(53)
Income (loss) from discontinued operations (0.27) (0.04) 0.07
 0.01
 (0.39) **
 **
Income (loss) from discontinued operations(0.01)(0.01)0.03 **
Net income per diluted common share $3.49
 $6.89
 $7.07
 $7.59
 $6.89
 (49) (3)
Net income per basic common shareNet income per basic common share$26.94$5.18 $11.05 **(53)
Common shares outstanding (period-end, in millions) 485.5
 480.2
 527.3
 553.4
 572.7
 1
 (9)Common shares outstanding (period-end, in millions)413.9459.0 456.6 (10)%
Dividends declared per common share $1.60
 $1.60
 $1.50
 $1.20
 $0.95
 
 7
Dividends declared and paid per common shareDividends declared and paid per common share$2.60$1.00 $1.60 160(38)
Book value per common share (period-end)Book value per common share (period-end)147.46131.16 127.05 12
Tangible book value per common share (period-end)(1)
 60.28
 57.76
 53.65
 50.32
 43.64
 4
 8
Tangible book value per common share (period-end)(1)
99.7488.34 83.72 13
Common dividend payout ratio(2)
 45.45% 22.99% 20.98% 15.56% 13.59% 22
 2
Common dividend payout ratio(2)
9.62%19.27 %14.41 %(10)
Stock price per common share at period end $99.58
 $87.24
 $72.18
 $82.55
 $76.61
 14
 21
Book value per common share at period end 100.37
 98.95
 89.67
 81.41
 72.69
 1
 10
Total market capitalization at period end 48,346
 41,893
 38,061
 45,683
 43,875
 15
 10
Balance sheet (average balances)              
Loans held for investment $245,565
 $233,272
 $210,745
 $197,925
 $192,614
 5 % 11 %
Interest-earning assets 322,330
 307,796
 282,581
 267,174
 266,423
 5
 9
Total assets 354,924
 339,974
 313,474
 297,659
 296,200
 4
 8
Interest-bearing deposits 213,949
 198,304
 185,677
 181,036
 187,700
 8
 7
Total deposits 239,882
 223,714
 210,989
 205,675
 209,045
 7
 6
Borrowings 53,659
 56,878
 45,420
 38,882
 37,807
 (6) 25
Common equity 45,170
 45,162
 45,072
 43,055
 40,629
 
 
Total stockholders’ equity 49,530
 48,753
 47,713
 44,268
 41,482
 2
 2
Stock price per common share (period end)Stock price per common share (period end)$145.09$98.85 $102.91 47 (4)
Total market capitalization (period-end)Total market capitalization (period-end)60,04745,372 46,989 32 (3)
3844Capital One Financial Corporation (COF)


(Dollars in millions, except per share data and as noted)2021202020192021 vs. 20202020 vs. 2019
Balance sheet (average balances)
Loans held for investment$252,730$253,335 $247,450 — %
Interest-earning assets389,336378,362 341,510 3%11 
Total assets424,521411,187 374,924 10 
Interest-bearing deposits271,500263,279 231,609 14 
Total deposits306,397290,835 255,065 14 
Borrowings38,59046,588 50,965 (17)(9)
Common equity56,96652,954 50,960 
Total stockholders’ equity62,55658,201 55,690 
Selected performance metrics 
Purchase volume$527,605$414,312 $424,765 27 %(2)%
Total net revenue margin(3)
7.82 %7.54 %8.37 %28 bps(83)bps
Net interest margin6.216.06 6.83 15 (77)
Return on average assets(4)
2.920.66 1.48 226 (82)
Return on average tangible assets(5)
3.030.69 1.54 234 (85)
Return on average common equity(6)
21.014.49 10.16 17%(6)%
Return on average tangible common equity(7)
28.396.24 14.37 22 (8)
Equity-to-assets ratio(8)
14.7414.15 14.85 59 bps(70)bps
Non-interest expense as a percentage of average loans held for investment6.565.94 6.26 62 (32)
Efficiency ratio(9)
54.4452.79 54.15 165 (136)
Operating efficiency ratio(10)
45.0147.14 46.20 (213)94 
Effective income tax rate from continuing operations21.615.2 19.5 6%(4)%
Net charge-offs$2,234$5,225 $6,252 (57)(16)
Net charge-off rate0.88 %2.06 %2.53 %(118)bps(47)bps
  Year Ended December 31, Change
(Dollars in millions, except per share data and as noted) 2017 2016 2015 2014 2013 2017 vs. 2016 2016 vs. 2015
Selected performance metrics            
  
Purchase volume(3)
 $336,440
 $307,138
 $271,167
 $224,750
 $201,074
 10 % 13 %
Total net revenue margin(4)
 8.45% 8.29% 8.29% 8.34% 8.40% 16bps 
Net interest margin(5)
 6.97
 6.78
 6.66
 6.67
 6.80
 19
 12bps
Return on average assets 0.60
 1.11
 1.28
 1.49
 1.47
 (51) (17)
Return on average tangible assets(6)
 0.62
 1.16
 1.35
 1.57
 1.55
 (54) (19)
Return on average common equity(7)
 4.07
 7.82
 8.51
 10.08
 10.54
 (4)% (1)%
Return on average tangible common equity (“TCE”)(8)
 6.16
 11.93
 12.87
 15.79
 17.35
 (6) (1)
Equity-to-assets ratio(9)
 13.96
 14.34
 15.22
 14.87
 14.00
 (38)bps (88)bps
Non-interest expense as a percentage of average loans held for investment 5.78
 5.81
 6.17
 6.15
 6.41
 (3) (36)
Efficiency ratio(10)
 52.11
 53.17
 55.51
 54.64
 55.19
 (106) (234)
Effective income tax rate from continuing operations 61.5
 31.3
 31.8
 32.7
 33.8
 30 % (1)%
Net charge-offs $6,562
 $5,062
 $3,695
 $3,414
 $3,934
 30
 37
Net charge-off rate(11)
 2.67% 2.17% 1.75% 1.72% 2.04% 50bps 42bps
  December 31, Change
(Dollars in millions, except as noted)
2017 2016 2015 2014 2013 2017 vs. 2016 2016 vs. 2015
Balance sheet (period-end)              
Loans held for investment $254,473
 $245,586
 $229,851
 $208,316
 $197,199
 4 % 7 %
Interest-earning assets 334,124
 321,807
 302,007
 277,849
 265,170
 4
 7
Total assets 365,693
 357,033
 334,048
 308,167
 296,064
 2
 7
Interest-bearing deposits 217,298
 211,266
 191,874
 180,467
 181,880
 3
 10
Total deposits 243,702
 236,768
 217,721
 205,548
 204,523
 3
 9
Borrowings 60,281
 60,460
 59,115
 48,457
 40,654
 
 2
Common equity 44,370
 43,154
 43,990
 43,231
 40,779
 3
 (2)
Total stockholders’ equity 48,730
 47,514
 47,284
 45,053
 41,632
 3
 
Credit quality metrics           

  
Allowance for loan and lease losses $7,502
 $6,503
 $5,130
 $4,383
 $4,315
 15 % 27 %
Allowance as a percentage of loans held for investment (“allowance coverage ratio”) 2.95% 2.65% 2.23% 2.10% 2.19% 30bps 42bps
30+ day performing delinquency rate 3.23
 2.93
 2.69
 2.62
 2.63
 30
 24
30+ day delinquency rate 3.48
 3.27
 3.00
 2.91
 2.96
 21
 27
Capital ratios  
         

  
Common equity Tier 1 capital(12)
 10.3% 10.1% 11.1% 12.5% N/A
 20bps (100)bps
Tier 1 common ratio N/A
 N/A
 N/A
 N/A
 12.2% **
 **
Tier 1 capital(12)
 11.8
 11.6
 12.4
 13.2
 12.6
 20
 (80)
Total capital(12)
 14.4
 14.3
 14.6
 15.1
 14.7
 10
 (30)
Tier 1 leverage(12)
 9.9
 9.9
 10.6
 10.8
 10.1
 
 (70)
Tangible common equity(13)
 8.3
 8.1
 8.9
 9.5
 8.9
 20
 (80)
Supplementary leverage(12)
 8.4
 8.6
 9.2
 N/A
 N/A
 (20) (60)
Other           

  
Employees (period end, in thousands) 49.3
 47.3
 45.4
 46.0
 45.4
 4 % 4 %
__________
(1)
Tangible book value per common share is a non-GAAP measure calculated based on tangible common equity divided by common shares outstanding. See “MD&A—Table F —Reconciliation of Non-GAAP Measures and Calculation of Regulatory Capital Measures” for additional information on non-GAAP measures.
(2)
Common dividend payout ratio is calculated based on dividends per common share for the period divided by basic earnings per common share for the period.
(3)
Purchase volume consists of purchase transactions, net of returns, for the period for loans both classified as held for investment and held for sale in our Credit Card business, and excludes cash advance and balance transfer transactions.
(4)
Total net revenue margin is calculated based on total net revenue for the period divided by average interest-earning assets for the period.
(5)
Net interest margin is calculated based on net interest income for the period divided by average interest-earning assets for the period.

December 31,Change
(Dollars in millions, except as noted)2021202020192021 vs. 20202020 vs. 2019
Balance sheet (period-end)   
Loans held for investment$277,340$251,624 $265,809 10 %(5)%
Interest-earning assets397,341388,917 355,202 
Total assets432,381421,602 390,365 
Interest-bearing deposits272,937274,300 239,209 — 15 
Total deposits310,980305,442 262,697 16 
Borrowings43,08640,539 55,697 (27)
Common equity56,18455,356 53,157 
Total stockholders’ equity61,02960,204 58,011 
Credit quality metrics 
Allowance for credit losses$11,430$15,564 $7,208 (27)%116 %
Allowance as a percentage of loans held for investment (“allowance coverage ratio”)4.12 %6.19 %2.71 %(207)bps348 bps
30+ day performing delinquency rate2.25 2.41 3.51 (16)(110)
30+ day delinquency rate2.41 2.61 3.74 (20)(113)
Capital ratios 
Common equity Tier 1 capital(11)
13.1 %13.7 %12.2 %(60)bps150 bps
Tier 1 capital(11)
14.5 15.3 13.7 (80)160 
Total capital(11)
16.9 17.7 16.1 (80)160 
Tier 1 leverage(11)
11.6 11.2 11.7 40 (50)
Tangible common equity(12)
9.9 10.0 10.2 (10)(20)
Supplementary leverage(11)(13)
9.9 10.7 9.9 (80)80 
Other
Employees (period end, in thousands)50.8 52.0 51.9 (2)%— 
3945Capital One Financial Corporation (COF)


__________
(6)
(1)Tangible book value per common share is a non-GAAP measure calculated based on tangible common equity (“TCE”) divided by common shares outstanding. See “MD&A—Table B —Reconciliation of Non-GAAP Measures” for additional information on non-GAAP measures.
(2)Common dividend payout ratio is calculated based on dividends per common share for the period divided by basic earnings per common share for the period.
(3)Total net revenue margin is calculated based on total net revenue for the period divided by average interest-earning assets for the period.
(4)Return on average assets is calculated based on income from continuing operations, net of tax, for the period divided by average total assets for the period.
(5)Return on average tangible assets is a non-GAAP measure calculated based on income from continuing operations, net of tax, for the period divided by average tangible assets for the period. See “MD&A—Table B —Reconciliation of Non-GAAP Measures” for additional information on non-GAAP measures.
(6)Return on average common equity is calculated based on net income (loss) available to common stockholders less income (loss) from discontinued operations, net of tax, for the period divided by average tangible assets for the period. See “MD&A—Table F—Reconciliation of Non-GAAP Measures and Calculation of Regulatory Capital Measures” for additional information on non-GAAP measures.
(7)
Return on average common equity is calculated based on (i) income from continuing operations, net of tax; (ii) less dividends and undistributed earnings allocated to participating securities; (iii) less preferred stock dividends, for the period, divided by average common equity. Our calculation of return on average common equity may not be comparable to similarly-titled measures reported by other companies.
(8)
Return on average tangible common equity is a non-GAAP measure calculated based on (i) income from continuing operations, net of tax; (ii) less dividends and undistributed earnings allocated to participating securities; (iii) less preferred stock dividends, for the period, divided by average TCE. Our calculation of return on average TCE may not be comparable to similarly-titled measures reported by other companies. See “MD&A—Table F—Reconciliation of Non-GAAP Measures and Calculation of Regulatory Capital Measures” for additional information on non-GAAP measures.
(9)
Equity-to-assets ratio is calculated based on average stockholders’ equity for the period divided by average total assets for the period.
(10)
Efficiency ratio is calculated based on non-interest expense for the period divided by total net revenue for the period.
(11)
Net charge-off rate is calculated by dividing net charge-offs by average loans held for investment for the period for each loan category.
(12)
Beginning on January 1, 2014, we calculate our regulatory capital under Basel III Standardized Approach subject to transition provisions. Prior to January 1, 2014, we calculated regulatory capital measures under Basel I. See “MD&A—Capital Management” and “MD&A—Table F—Reconciliation of Non-GAAP Measures and Calculation of Regulatory Capital Measures” for additional information, including the calculation of each of these ratios.
(13)
Tangible common equity ratio is a non-GAAP measure calculated based on TCE divided by tangible assets. See “MD&A—Table F—Reconciliation of Non-GAAP Measures and Calculation of Regulatory Capital Measures” for the calculation of this measure and reconciliation to the comparative U.S. GAAP measure.
**Change is not be comparable to similarly-titled measures reported by other companies.
(7)Return on average tangible common equity (“TCE”) is a non-GAAP measure calculated based on net income (loss) available to common stockholders less income (loss) from discontinued operations, net of tax, for the period, divided by average tangible common equity. Our calculation of return on average TCE may not be comparable to similarly-titled measures reported by other companies. See “MD&A—Table B—Reconciliation of Non-GAAP Measures” for additional information on non-GAAP measures.
(8)Equity-to-assets ratio is calculated based on average stockholders’ equity for the period divided by average total assets for the period.
(9)Efficiency ratio is calculated based on total non-interest expense for the period divided by total net revenue for the period.
(10)Operating efficiency ratio is calculated based on operating expense for the period divided by total net revenue for the period.
(11)Capital ratios are calculated based on the Basel III Standardized Approach framework, see “MD&A—Capital Management” for additional information.
(12)Tangible common equity ratio is a non-GAAP measure calculated based on TCE divided by tangible assets. See “MD&A—Table B—Reconciliation of Non-GAAP Measures” for the calculation of this measure and reconciliation to the comparative U.S. GAAP measure.
(13)The Company’s supplementary leverage ratio as of December 31, 2020 reflected the temporary exclusions of U.S Treasury securities and deposits with the Federal Reserve Banks from the denominator of the supplementary leverage ratio, pursuant to an interim final rule issued by the Federal Reserve. For more information see “Part II—Item 7. Business—Capital Management—Capital Standards and Prompt Corrective Action”.
**    Not meaningful.

4046Capital One Financial Corporation (COF)



Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”)

This discussion contains forward-looking statements that are based upon management’s current expectations and are subject to significant uncertainties and changes in circumstances. Please review “Part I—Item 1. BusinessBusiness—Forward-Looking Statements” for more information on the forward-looking statements in this 20172021 Annual Report on Form 10-K (“this Report”). All statements that address operating performance, events or developments that we expect or anticipate will occur in the future, including those relating to operating results and the Cybersecurity Incident described in “Note 18—Commitments, Contingencies, Guarantees and Others” as well as the potential impacts of the COVID-19 pandemic described in “Part I—Item 1.—Business—Overview—Coronavirus Disease 2019 (COVID-19) Pandemic” are forward-looking statements. Our actual results may differ materially from those included in these forward-looking statements due to a variety of factors including, but not limited to, those described in “Part I—Item 1A. Risk Factors” in this Report. Unless otherwise specified, references to notes to our consolidated financial statements refer to the notes to our consolidated financial statements as of December 31, 20172021 included in this Report.
Management monitors a variety of key indicators to evaluate our business results and financial condition. The following MD&A is intended to provide the reader with an understanding of our results of operations and financial condition, including capital and liquidity management, by focusing on changes from year to year in certain key measures used by management to evaluate performance, such as profitability, growth and credit quality metrics. MD&A is provided as a supplement to, and should be read in conjunction with, our audited consolidated financial statements as of and for the year ended December 31, 20172021 and accompanying notes. MD&A is organized in the following sections:
•   Executive Summary and Business Outlook•   Capital Management
•   Consolidated Results of Operations•   Risk Management
•   Consolidated Balance Sheets Analysis•   Credit Risk Profile
•   Off-Balance Sheet Arrangements•   Liquidity Risk Profile
•   Business Segment Financial Performance•   Market Risk Profile
•   Critical Accounting Policies and Estimates•   Supplemental Tables
•   Accounting Changes and Developments•   Glossary and Acronyms

47Capital One Financial Corporation (COF)

EXECUTIVE SUMMARY AND BUSINESS OUTLOOK
Financial Highlights
We reported net income of $2.0$12.4 billion ($3.4926.94 per diluted common share) on total net revenue of $27.2$30.4 billion for 2017.2021. In comparison, we reported net income of $3.8$2.7 billion ($6.895.18 per diluted common share) on total net revenue of $25.5$28.5 billion for 2016,2020 and $4.1net income of $5.5 billion ($7.0711.05 per diluted common share) on total net revenue of $23.4$28.6 billion for 2015.2019.
Our net income of $2.0 billion for 2017 includes charges totaling $1.8 billion related to the enactment of the Tax Act in the fourth quarter of 2017. See “MD&A—Income Taxes” below for additional information.
Our common equity Tier 1 capital ratio as calculated under the Basel III Standardized Approach including transition provisions, was 10.3%13.1% and 10.1%13.7% as of December 31, 20172021 and 2016,2020, respectively. See “MD&A—Capital Management” belowManagement” for additional information.
On June 28, 2017, we announced thatJanuary 25, 2021, our Board of Directors authorized the repurchase of up to $1.85$7.5 billion of shares of our common stock. We repurchased approximately $2.6 billion of shares of our common stock fromduring the thirdfourth quarter of 2017 through the end of the second quarter of 2018. In December 2017, the2021 to complete this authorization. On January 21, 2022, our Board of Directors reducedauthorized the authorized repurchasesrepurchase of up to $5.0 billion of shares of our common stock to up to $1.0 billion for the remaining 2017 CCAR period, which ends June 30, 2018 (“2017 Stock Repurchase Program”).stock. See “MD&A—Capital ManagementManagement—Dividend Policy and Stock Purchases” for additional information.
Below are additional highlights of our performance in 2017.2021. These highlights are generally based on a comparison between the results of 20172021 and 2016,2020, except as otherwise noted. The changes in our financial condition and credit performance are generally based on our financial condition and credit performance as of December 31, 20172021 compared to our financial condition and credit performance as of December 31, 2016.2020. We provide a more detailed discussion of our financial performance in the sections following this Executive“Executive Summary and Business Outlook.Outlook.

41Capital One Financial Corporation (COF)


our performance in 2019 and comparisons between 2020 and 2019 can be found in “Part II—Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”)” of our Annual Report on Form 10-K for the fiscal year ended December 31, 2020.
Total Company Performance
Earnings:
Earnings:Our net income decreasedincreased by $1.8$9.7 billion to $2.0$12.4 billion in 20172021 compared to 2016. The decrease was2020 primarily driven by:
higher net interest income primarily driven by lower interest rates paid on interest-bearing deposits and higher average outstanding balances in our auto loan portfolio;
higher income tax provision due to charges associated with the estimated impacts of the Tax Act;
higher provision for credit losses primarily driven by higher charge-offs in our domestic credit card loan portfolio;
higher operating expenses as a result of (i) loan growth; (ii) continued investments in technology and infrastructure; and (iii) restructuring activities, which primarily consisted of severance and related benefits pursuant to our ongoing benefit programs, that are the result of exiting certain business activities and locations; and
higher interest expense due to the net effect of higher interest rates, as well as growth and mix changes in our interest-bearing liabilities.
higher non-interest income primarily driven by higher net interchange fees due to an increase in purchase volume, partially offset by the absence of a gain on our equity investment in Snowflake Inc.; and
lower provision resulting from allowance releases in 2021 due to strong credit performance and an improved economic outlook, compared to allowance builds in 2020 driven by expectations of economic worsening at the start of the COVID-19 pandemic.
These drivers were partially offset by higher interest income duenon-interest expense, primarily driven by increased marketing spend.
Loans Held for Investment:
Period-end loans held for investment increased by $25.7 billion to $277.3 billion as of December 31, 2021 from December 31, 2020 primarily driven by growth in our domesticauto, commercial and credit card loan portfolios.
Average loans held for investment decreased by $605 million to $252.7 billion in 2021 compared to 2020 primarily driven by lower outstanding balances in Credit Card due to higher customer payments and autothe transfer of a $2.6 billion international card partnership portfolio to held for sale in the second quarter of 2021, partially offset by higher purchase volume in our credit card loan portfolios,portfolio as well as higher yields as a result of higher interest rates.growth in our auto loan portfolio.


Loans Held for Investment:
Period-end loans held for investment increased by $8.9 billion to $254.5 billion as of December 31, 2017 from December 31, 2016 primarily due to growth in our domestic credit card loan portfolio, largely driven by loans obtained in the Cabela’s acquisition, as well as growth in our auto loan portfolio, partially offset by run-off of our acquired home loan portfolio.
48Average loans held for investment increased by $12.3 billion to $245.6 billion in 2017 compared to 2016 primarily driven by growth in our auto, domestic credit card and commercial loan portfolios, partially offset by run-off of our acquired home loan portfolio.Capital One Financial Corporation (COF)

Net Charge-Off and Delinquency Metrics: Our net charge-off rate increaseddecreased by 50118 basis points to 2.67%0.88% in 20172021 compared to 2016 primarily due to growth and seasoning of recent domestic2020, driven by strong credit performance in our credit card loan originations.
portfolio.
Our 30+ day delinquency rate increaseddecreased by 2120 basis points to 3.48%2.41% as of December 31, 20172021 from December 31, 20162020 primarily due to:
higher auto delinquency inventories; and
growth and seasoning of recent domestic credit card loan originations.
We provide additional information ondriven by higher ending loan balances and strong credit performance in our auto and credit quality metrics below under “MD&A—Business Segment Financial Performance” and “MD&A —Credit Risk Profile.”card loan portfolios.
Allowance for Loan and LeaseCredit Losses: Our allowance for loancredit losses decreased by $4.1 billion to $11.4 billion, and lease losses increasedour allowance coverage ratio decreased by $999 million207 basis points to $7.5 billion4.12% as of December 31, 20172021 from December 31, 2016, and the allowance coverage ratio increased by 30 basis points to 2.95% as of December 31, 2017 from December 31, 2016. The increases were primarily driven by:
an allowance build in our domestic credit card loan portfolio primarily due to increasing losses from recent vintages and portfolio seasoning; and
an allowance build in our auto loan portfolio due to higher losses associated with growth.
These drivers were partially offset by an allowance decrease in our commercial loan portfolio2020, primarily driven by charge-offs in our taxi medallion lending portfolio, as well as reduced exposurestrong credit performance and an improved credit risk ratings in our oil and gas portfolio.economic outlook.

42Capital One Financial Corporation (COF)

Table of Contents

Business Outlook
We discuss belowin this Report our current expectations as of the time this Report was filed regarding our total company performance and the performance of each of our business segments over the near-term based on market conditions, the regulatory environment and our business strategies as of the time we filed this Report.strategies. The statements contained in this sectionReport are based on our current expectations regarding our outlook for our financial results and business strategies. Our expectations take into account, and should be read in conjunction with, our expectations regarding economic trends and analysis of our business as discussed in “Part I—Item 1. Business” and “Part II—Item 7. MD&A” ofin this Report. Certain statements are forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. Actual results could differ materially from those in our forward-looking statements. Except as otherwise disclosed, forward-looking statements do not reflect:
any change in current dividend or repurchase strategies;
the effect of any acquisitions, divestitures or similar transactions that have not been previously disclosed; or
any changes in laws, regulations or regulatory interpretations, in each case after the date as of which such statements are made.
The extent to which the COVID-19 pandemic ultimately impacts our business, results of operations, and financial condition will depend on future developments that are still uncertain and cannot be predicted, including the scope and duration of the COVID-19 pandemic and actions taken by governmental authorities and other third parties in response to the COVID-19 pandemic.
See “Part I—Item 1. Business—Forward-Looking Statements” in this Report for more information on the forward-looking statements included in this Report and “Part I—Item 1A. Risk Factors” in this Report for factors that could materially influence our results.
Total Company Expectations
We will continue to invest in marketing to grow our businesses and build our franchise.
We expect that our current trajectory, coupled with the Tax Act, will enable us to accelerate 2018 earnings per share growth, excluding adjusting items and assuming no substantial change in the broader economic or credit cycles.
We expect that a majorityrising cost of technology talent, on top of the benefit from the Tax Actcompany’s continued growth investments, will be reflected input pressure on our earningsoperating efficiency ratio in the near term. Over time, we expect that marketplace dynamics will consume a portion of the benefit through increasing competition, including higher levels of marketing, lower prices and higher wages, and we expect that these market effects will increase over time.
We expect our annual effective income tax rate to be around 19% in 2018, plus or minus a reasonable margin of volatility.
We expect that marketing expense in 2018 will be higher than 2017.
While our efficiency ratio may vary in any given year, over the long term, we believe that we will be able to achieve gradualdrive operating efficiency improvement in our efficiency ratio driventhe longer term powered by growth and digital productivity gains.
We believe that our common equity Tier 1 capital ratio on a fully phased-in basis will trend toward the mid-10% range by the end of 2018.
On June 28, 2017, we announced that our Board of Directors authorized the repurchase of up to $1.85 billion of shares of our common stock from the third quarter of 2017 through the end of the second quarter of 2018 as part of the 2017 Stock Repurchase Program. In December 2017, the Board of Directors reduced the authorized repurchases of our common stock to up to $1.0 billion for the remaining 2017 CCAR period, which ends June 30, 2018. The timing and exact amount of any common stock repurchases will depend on various factors, including regulatory approval, market conditions, opportunities for growth, our capital position, the amount of retained earnings and utilizing Rule 10b5-1 programs, and may be suspended at any time. See “MD&A—Capital Management—Dividend Policy and Stock Purchases” for more information.
We continue to be in a strong position to deliver attractive growth and returns, as well as significant capital distribution, subject to regulatory approval and market conditions.
Business Segment Expectations
Credit Card: In our Domestic Card business, we expect that the upward pressure on charge-offs as new loans season and become a larger portion of our overall portfolio will continue to moderate, with a small impact in 2018. As the impact of new loan seasoning moderates, we expect that our delinquency and charge-off rate trends will be driven more by broader industry factors.
Consumer Banking: In our Consumer Banking business, we expect that the charge-off rate in our auto finance business will increase gradually and the growth we have experienced in that business will moderate.


49Capital One Financial Corporation (COF)

Table of Contents
43Capital One Financial Corporation (COF)

Table of Contents

CONSOLIDATED RESULTS OF OPERATIONS
The section below provides a comparative discussion of our consolidated financial performance for 20172021 and 2016.2020. We provide a discussion of our business segment results in the following section, “MD&A—Business Segment Financial Performance.” YouThis section should be read this section together with our “MD&A—Executive Summary and Business Outlook,,” where we discuss trends and other factors that we expect will affect our future results of operations.
Net Interest Income
Net interest income represents the difference between the interest income, including certain fees, earned on our interest-earning assets and the interest expense incurred on our interest-bearing liabilities. Interest-earningOur interest-earning assets include loans, investment securities and other interest-earning assets, while our interest-bearing liabilities include interest-bearing deposits, securitized debt obligations, senior and subordinated notes, other borrowings and other borrowings.interest-bearing liabilities. Generally, we include in interest income any past due fees on loans that we deem collectible. Our net interest margin, based on our consolidated results, represents the difference between the yield on our interest-earning assets and the cost of our interest-bearing liabilities, including the notional impact of non-interest-bearing funding. We expect net interest income and our net interest margin to fluctuate based on changes in interest rates and changes in the amount and composition of our interest-earning assets and interest-bearing liabilities.


4450Capital One Financial Corporation (COF)

Table of Contents

Table 1 below presents the average outstanding balance, interest income earned, interest expense incurred and average yield for 2021, 2020 and 2019 for each major category of our interest-earning assets and interest-bearing liabilities,liabilities. Nonperforming loans are included in the average outstanding balance, interest income earned or interest expense incurred, and average yield for 2017, 2016 and 2015.loan balances below.
Table 1: Average Balances, Net Interest Income and Net Interest Margin
 Year Ended December 31, Year Ended December 31,
 2017 2016 2015 202120202019
(Dollars in millions) 
Average
Balance
 
Interest
Income/
Expense
 Average Yield/
Rate
 
Average
Balance
 
Interest
Income/
Expense
 Average Yield/
Rate
 Average
Balance
 
Interest
Income/
Expense
(2)(3)
 Average Yield/
Rate
(Dollars in millions)Average
Balance
Interest Income/
Expense
Average Yield/
Rate
Average
Balance
Interest Income/
Expense
Average Yield/
Rate
Average
Balance
Interest Income/
Expense
Average Yield/
Rate
Assets:                  Assets:
Interest-earning assets:                  Interest-earning assets:
Loans:(1)
                  
Loans:(1)
Credit card $103,468
 $15,735
 15.21% $96,596
 $14,173
 14.67% $86,923
 $12,387
 14.25%Credit card$106,016 $15,474 14.60 %$110,634 $15,575 14.08 %$114,256 $17,688 15.48 %
Consumer banking 74,865
 4,984
 6.66
 71,631
 4,537
 6.33
 71,365
 4,460
 6.25
Consumer banking73,874 5,804 7.86 66,299 5,551 8.37 60,708 5,082 8.37 
Commercial banking(2)
 68,150
��2,630
 3.86
 66,033
 2,290
 3.47
 53,161
 1,710
 3.22
Commercial banking(2)
77,438 2,119 2.74 77,968 2,438 3.13 73,572 3,306 4.49 
Other(2)(3)
 130
 39
 30.00
 78
 203
 260.26
 100
 228
 228.00
Other(3)
Other(3)
 866 **— 510 **16 (214)**
Total loans, including loans held for sale 246,613
 23,388
 9.48
 234,338
 21,203
 9.05
 211,549
 18,785
 8.88
Total loans, including loans held for sale257,328 24,263 9.43 254,901 24,074 9.44 248,552 25,862 10.41 
Investment securities 68,896
 1,711
 2.48
 66,260
 1,599
 2.41
 63,738
 1,575
 2.47
Investment securities98,394 1,446 1.47 87,222 1,877 2.15 81,467 2,411 2.96 
Cash equivalents and other interest-earning assets 6,821
 123
 1.80
 7,198
 89
 1.24
 7,294
 99
 1.36
Cash equivalents and other interest-earning assets33,614 60 0.18 36,239 82 0.23 11,491 240 2.08 
Total interest-earning assets 322,330
 25,222
 7.82
 307,796
 22,891
 7.44
 282,581
 20,459
 7.24
Total interest-earning assets389,336 25,769 6.62 378,362 26,033 6.88 341,510 28,513 8.35 
Cash and due from banks 3,457
     3,235
     2,970
    Cash and due from banks5,281 4,839 4,300 
Allowance for loan and lease losses (7,025)     (5,675)     (4,582)    
Allowance for credit lossesAllowance for credit losses(13,354)(14,382)(7,176)
Premises and equipment, net 3,931
     3,671
     3,701
    Premises and equipment, net4,257 4,334 4,289 
Other assets 32,231
     30,947
     28,804
    Other assets39,001 38,034 32,001 
Total assets $354,924
     $339,974
     $313,474
    Total assets$424,521 $411,187 $374,924 
Liabilities and stockholders’ equity:                  Liabilities and stockholders’ equity:
Interest-bearing liabilities:(3)
                  
Deposits $213,949
 $1,602
 0.75% $198,304
 $1,213
 0.61% $185,677
 $1,091
 0.59%
Interest-bearing liabilities:Interest-bearing liabilities:
Interest-bearing depositsInterest-bearing deposits$271,500 $956 0.35 %$263,279 $2,165 0.82 %$231,609 $3,420 1.48 %
Securitized debt obligations 18,237
 327
 1.79
 16,576
 216
 1.30
 13,929
 151
 1.08
Securitized debt obligations12,336 119 0.96 15,533 232 1.49 18,020 523 2.90 
Senior and subordinated notes 27,866
 731
 2.62
 22,417
 476
 2.12
 20,935
 330
 1.58
Senior and subordinated notes25,530 488 1.91 29,621 679 2.29 30,821 1,159 3.76 
Other borrowings and liabilities 8,917
 102
 1.14
 18,736
 113
 0.60
 11,297
 53
 0.47
Other borrowings and liabilities2,261 35 1.57 2,882 44 1.55 3,369 71 2.12 
Total interest-bearing liabilities 268,969
 2,762
 1.03
 $256,033
 2,018
 0.79
 $231,838
 1,625
 0.70
Total interest-bearing liabilities311,627 1,598 0.51 311,315 3,120 1.00 283,819 5,173 1.82 
Non-interest-bearing deposits 25,933
     25,410
     25,312
    Non-interest-bearing deposits34,897 27,556 23,456 
Other liabilities 10,492
     9,778
     8,611
    Other liabilities15,441 14,115 11,959 
Total liabilities 305,394
     291,221
     265,761
    Total liabilities361,965 352,986 319,234 
Stockholders’ equity 49,530
     48,753
     47,713
    Stockholders’ equity62,556 58,201 55,690 
Total liabilities and stockholders’ equity $354,924
     $339,974
     $313,474
    Total liabilities and stockholders’ equity$424,521 $411,187 $374,924 
Net interest income/spreadNet interest income/spread $22,460
 6.79
   $20,873
 6.65
   $18,834
 6.54
Net interest income/spread$24,171 6.11 $22,913 5.88 $23,340 6.53 
Impact of non-interest-bearing fundingImpact of non-interest-bearing funding 0.18
     0.13
     0.12
Impact of non-interest-bearing funding0.10 0.18 0.30 
Net interest marginNet interest margin 6.97%     6.78%     6.66%Net interest margin6.21 %6.06 %6.83 %
____________________
(1)Past due fees included in interest income totaled approximately $1.4 billion in 2021, $1.3 billion in 2020 and $1.7 billion in 2019.
(1)
(2)Some of our commercial loans generate tax-exempt income. Accordingly, we present our Commercial Banking interest income and yields on a taxable-equivalent basis, calculated using the federal statutory rate (21% for all periods presented) and state taxes where applicable, with offsetting reductions to the Other category. Taxable-equivalent adjustments included in the interest income and yield computations for our commercial loans totaled approximately $74 million in 2021, $81 million in 2020 and $82 million in 2019 , with corresponding reductions to the Other category.
(3)Interest income/expense in the Other category represents the impact of hedge accounting on our loan portfolios and the offsetting reduction of the taxable-equivalent adjustments of our commercial loans as described above.
**    Not meaningful.

Past due fees included in interest income totaled approximately $1.6 billion, $1.5 billion and $1.4 billion in 2017, 2016 and 2015, respectively.
(2)
Some of our commercial loans generate tax-exempt income. Accordingly, we make certain reclassifications to present interest income and yields from our Commercial Banking business on a taxable-equivalent basis, calculated assuming an effective tax rate approximately equal to our federal statutory rate (35% for all periods presented), with offsetting reductions to the Other category. Taxable-equivalent adjustments included in the interest income and yield computations for our Commercial banking loans totaled approximately $129 million, $126 million and $102 million in 2017, 2016 and 2015, respectively, with corresponding reductions to Other.
(3)
Interest income and interest expense and the calculation of average yields on interest-earning assets and average rates on interest-bearing liabilities include the impact of hedge accounting.


51
45Capital One Financial Corporation (COF)

Table of Contents

Net interest income increased by $1.6$1.3 billion to $22.5$24.2 billion in 20172021 compared to 2016. Net interest margin increased by 19 basis points to 6.97% in 2017 compared to 2016. These increases were2020 primarily driven by:
growthby lower interest rates paid on interest-bearing deposits and higher average outstanding balances in our domestic credit card and auto loan portfolios; and
higher yields as a result of higher interest rates.
These drivers were partially offset by higher interest expense due to the net effect of higher interest rates, as well as growth and mix changes in our interest-bearing liabilities.
Net interest income increased by $2.0 billion to $20.9 billion in 2016 compared to 2015 primarily driven by:
growth in our credit card and commercial loan portfolios, including loans acquired from the HFS acquisition; and
higher yields as a result of higher interest rates.portfolio.
Net interest margin increased by 1215 basis points to 6.78%6.21% in 20162021 compared to 20152020, primarily driven by:
continued growthby lower interest rates paid on interest-bearing deposits, partially offset by lower yields and higher average balances in our credit card loan portfolio; and
continued run-off of our acquired home loaninvestment securities portfolio.
This increase was partially offset by:
the impact of loans acquired from the HFS acquisition, which generally have lower net interest margins compared to our total company portfolio; and
margin compression in our auto loan portfolio.

46Capital One Financial Corporation (COF)

Table of Contents

Table 2 displays the change in our net interest income between periods and the extent to which the variance is attributable to:
changes in the volume of our interest-earning assets and interest-bearing liabilities; or
changes in the interest rates related to these assets and liabilities.
Table 2: Rate/Volume Analysis of Net Interest Income(1)
 2017 vs. 2016 2016 vs. 2015 2021 vs. 20202020 vs. 2019
(Dollars in millions) Total Variance Volume Rate Total Variance Volume Rate(Dollars in millions)Total VarianceVolumeRateTotal VarianceVolumeRate
Interest income:            Interest income:
Loans:            Loans:
Credit card $1,562
 $1,031
 $531
 $1,786
 $1,410
 $376
Credit card$(101)$(650)$549 $(2,113)$(547)$(1,566)
Consumer banking 447
 210
 237
 77
 17
 60
Consumer banking253 595 (342)469 468 
Commercial banking(2)
 340
 75
 265
 580
 437
 143
Commercial banking(2)
(319)(16)(303)(868)137 (1,005)
Other(2)(3)
 (164) 16
 (180) (25) (50) 25
356  356 724 — 724 
Total loans, including loans held for sale 2,185
 1,332
 853
 2,418
 1,814
 604
Total loans, including loans held for sale189 (71)260 (1,788)58 (1,846)
Investment securities 112
 65
 47
 24
 61
 (37)Investment securities(431)164 (595)(534)124 (658)
Cash equivalents and other interest-earning assets 34
 (5) 39
 (10) (1) (9)Cash equivalents and other interest-earning assets(22)(6)(16)(158)56 (214)
Total interest income 2,331
 1,392
 939
 2,432
 1,874
 558
Total interest income(264)87 (351)(2,480)238 (2,718)
Interest expense:            Interest expense:
Deposits 389
 101
 288
 122
 76
 46
Interest-bearing depositsInterest-bearing deposits(1,209)29 (1,238)(1,255)259 (1,514)
Securitized debt obligations 111
 23
 88
 65
 31
 34
Securitized debt obligations(113)(41)(72)(291)(63)(228)
Senior and subordinated notes 255
 128
 127
 146
 25
 121
Senior and subordinated notes(191)(86)(105)(480)(43)(437)
Other borrowings and liabilities (11) (59) 48
 60
 41
 19
Other borrowings and liabilities(9)(9) (27)(9)(18)
Total interest expense 744
 193
 551
 393
 173
 220
Total interest expense(1,522)(107)(1,415)(2,053)144 (2,197)
Net interest income $1,587
 $1,199
 $388
 $2,039
 $1,701
 $338
Net interest income$1,258 $194 $1,064 $(427)$94 $(521)
__________
(1)
We calculate the change in interest income and interest expense separately for each item. The portion of interest income or interest expense attributable to both volume and rate is allocated proportionately when the calculation results in a positive value. When the portion of interest income or interest expense attributable to both volume and rate results in a negative value, the total amount is allocated to volume or rate, depending on which amount is positive.
(2)
Some of our commercial loans generate tax-exempt income. Accordingly, we make certain reclassifications to present interest income and yields from our Commercial Banking business on a taxable-equivalent basis, calculated assuming an effective tax rate approximately equal to our federal statutory rate (35% for all periods presented), with offsetting reductions to the Other category.

(1)We calculate the change in interest income and interest expense separately for each item. The portion of interest income or interest expense attributable to both volume and rate is allocated proportionately when the calculation results in a positive value. When the portion of interest income or interest expense attributable to both volume and rate results in a negative value, the total amount is allocated to volume or rate, depending on which amount is positive.
(2)Some of our commercial loans generate tax-exempt income. Accordingly, we present our Commercial Banking interest income and yields on a taxable-equivalent basis, calculated using the federal statutory rate (21% for all periods presented) and state taxes where applicable, with offsetting reductions to the Other category.
(3)Interest income/expense in the Other category represents the impact of hedge accounting on our loan portfolios and the offsetting reduction of the taxable-equivalent adjustments of our commercial loans as described above.
4752Capital One Financial Corporation (COF)

Table of Contents

Non-Interest Income
Table 3 displays the components of non-interest income for 2017, 20162021, 2020 and 2015. Certain prior period2019.
Table 3: Non-Interest Income
 Year Ended December 31,
(Dollars in millions)202120202019
Interchange fees, net$3,860 $3,017 $3,179 
Service charges and other customer-related fees1,578 1,243 1,330 
Net securities gains (losses)2 25 26 
Other non-interest income:(1)
Mortgage banking revenue235 249 165 
Treasury and other investment income151 701 193 
Other438 375 360 
Total other non-interest income824 1,325 718 
Total non-interest income$6,264 $5,610 $5,253 
________
(1)Includes gains of $69 million, $45 million and $61 million on deferred compensation plan investments in 2021, 2020 and 2019, respectively. These amounts have been recast to conform to the current period presentation.
Table 3: Non-Interest Income
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Interchange fees, net $2,573
 $2,452
 $2,264
Service charges and other customer-related fees 1,597
 1,646
 1,856
Net securities gains (losses) 65
 (11) (32)
Other non-interest income:      
Mortgage banking revenue 201
 166
 147
Treasury and other investment income 126
 83
 107
Other 215
 292
 237
Total other non-interest income 542
 541
 491
Total non-interest income $4,777
 $4,628
 $4,579
corresponding offsets in other non-interest expense.
Non-interest income increased by $149$654 million to $4.8$6.3 billion in 20172021 compared to 20162020 primarily due to:
an increase indriven by higher net interchange fees primarily due to higher purchase volume; and
gains from the sale of investment securities as a result of portfolio repositioning.
Non-interest income increased by $49 million to $4.6$113 billion in 2016 compared to 2015 primarily driven by:
an increase in interchange fees driven by higher purchase volume in our Credit Card, business, net of rewards expense from the continued expansion of our rewards franchise; and
higher revenue attributable to our multifamily business in our Commercial Banking business.
These increases were partially offset by:by the absence of a $535 million gain on our equity investment in Snowflake Inc.
lower service charges and other customer-related fees primarily due to the exit
53Capital One Financial Corporation (COF)

Table of our legacy payment protection products in our Domestic Card business during the first quarter of 2016.Contents
Provision for Credit Losses
Our provision for credit losses in each period is driven by net charge-offs, changes to the allowance for loan and leasecredit losses and changes to the reserve for unfunded lending commitments. We recorded a provision for credit losses of $7.6 billion, $6.5 billion and $4.5$(1.9) billion in 2017, 20162021, $10.3 billion in 2020 and 2015, respectively. The provision for credit losses as a percentage of net interest income was 33.6%, 30.9% and 24.1%$6.2 billion in 2017, 2016 and 2015, respectively.2019.
Our provision for credit losses increaseddecreased by $1.1$12.2 billion to $(1.9) billion in 20172021 compared to 2016 primarily driven by:
higher charge-offs in our domestic credit card loan portfolio due to growth and portfolio seasoning; and
higher charge-offs in our auto loan portfolio due to growth.
These drivers were partially offset by lower provision in our commercial banking loan portfolio primarily driven by stabilizing industry conditions impacting our oil and gas lending portfolio compared to adverse industry conditions in the prior year.
Our provision for credit losses increased by $1.9 billion in 2016 compared to 2015 primarily driven by:
higher charge-offs and a larger allowance build in our credit card loan portfolio due to growth and portfolio seasoning;
higher charge-offs in our commercial loan portfolio2020 as a result of continued adverse industry conditions impacting our taxi medallion and oil and gas lending portfolios; and
higher allowance releases in our auto loan portfolio2021 due to continued loan growth, increasing lossstrong credit performance and an improved economic outlook, compared to allowance builds in 2020 driven by expectations on recent originations and a build reflecting a change in accounting estimateof economic worsening at the start of the timing of charge-offs of bankrupt accounts.COVID-19 pandemic.
We provide additional information on the provision for credit losses and changes in the allowance for loan and leasecredit losses within “MD&A—Credit Risk Profile,” “NoteProfile” and “Note 4—Loans” and “Note 5—Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending Commitments.Commitments.” For information on the allowance methodology for each of our loan categories, see Note“Note 1—Summary of Significant Accounting PoliciesPolicies”.
Non-Interest Expense
Table 4 displays the components of non-interest expense for 2017, 20162021, 2020 and 2015. Certain prior period2019.
Table 4: Non-Interest Expense
Year Ended December 31,
(Dollars in millions)202120202019
Salaries and associate benefits(1)
$7,421 $6,805 $6,388 
Occupancy and equipment2,003 2,118 2,098 
Marketing2,871 1,610 2,274 
Professional services1,440 1,312 1,237 
Communications and data processing1,262 1,215 1,290 
Amortization of intangibles29 60 112 
Other non-interest expense:
Bankcard, regulatory and other fee assessments199 267 362 
Collections360 323 400 
Fraud losses166 261 383 
Other819 1,085 939 
Total other non-interest expense1,544 1,936 2,084 
Total non-interest expense$16,570 $15,056 $15,483 
_________
(1)Includes expenses of $69 million, $45 million and $61 million related to our deferred compensation plan investments for 2021, 2020 and 2019, respectively. These amounts have been recast to conform to the current period presentation.
Table 4:Non-Interest Expense
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Salaries and associate benefits $5,899
 $5,202
 $4,975
Occupancy and equipment 1,939
 1,944
 1,829
Marketing 1,670
 1,811
 1,744
Professional services 1,097
 1,075
 1,120
Communications and data processing 1,177
 1,169
 1,055
Amortization of intangibles 245
 386
 430
Other non-interest expense:      
Bankcard, regulatory and other fee assessments 626
 540
 444
Collections 364
 313
 322
Fraud losses 334
 331
 316
Other 843
 787
 761
Total other non-interest expense 2,167
 1,971
 1,843
Total non-interest expense $14,194
 $13,558
 $12,996
corresponding offsets in other non-interest income.
Non-interest expense increased by $636 million$1.5 billion to $14.2$16.6 billion in 2017the year ended 2021 compared to 2016 primarily due to:
higher operating expenses associated with loan growth, as well as continued investments in technology and infrastructure; and
restructuring activities, which primarily consisted of severance and related benefits pursuant to our ongoing benefit programs, that are the result of exiting certain business activities and locations.
These increases were partially offset by:
lower marketing expenses; and
lower amortization of intangibles.
Non-interest expense increased by $562 million to $13.6 billion in 2016 compared to 2015, primarily due to:
higher operating and marketing expenses associated with loan growth, as well as continued investments in technology and infrastructure;

48Capital One Financial Corporation (COF)


higher bank optimization charges; and
higher FDIC surcharges and premiums.
Income (Loss) from Discontinued Operations, Net of Tax
Income (loss) from discontinued operations consists of results from the discontinued mortgage origination operations of our wholesale mortgage banking unit, GreenPoint Mortgage Funding, Inc. (“GreenPoint”) and the discontinued manufactured housing operations of GreenPoint Credit, LLC, a subsidiary of GreenPoint, both of which were acquired as part of the North Fork Bancorporation, Inc. (“North Fork”) acquisition in December 2006. Loss from discontinued operations, net of tax, was $135 million in 2017,2020, primarily driven by a mortgage representationincreased marketing spend and warranty settlementincreased salaries and associate benefits due to continued investment in the fourth quarter of 2017, compared to loss of $19 million in 2016 and income of $38 million in 2015.technology, partially offset by lower legal reserve builds.
We provide additional information on discontinued operations in “Note 2—Business Developments and Discontinued Operations” and on the net benefit (provision) for mortgage representation and warranty losses and the related reserve for representation and warranty claims in “MD&A—Consolidated Balance Sheets Analysis—Mortgage Representation and Warranty Reserve” and “Note 19—Commitments, Contingencies, Guarantees and Others.”
Income Taxes
We recorded an income tax provision of $3.4 billion (61.5%(21.6% effective income tax rate), $486 million (15.2% effective income tax rate), $1.3 billion (19.5% effective income tax rate) in 2017, which includes charges of $1.8 billion associated with the estimated impacts of the Tax Act. The estimated impacts of the Tax Act consist of:
$1.6 billion due to the revaluation of our net deferred tax assets reflecting the reduction in the U.S. corporate tax rate from 35% to 21%;
$125 million related to the deemed repatriation of our undistributed foreign earnings;2021, 2020 and
$76 million associated with the revaluation of our investments in affordable housing projects.
The impacts of the Tax Act are considered to be reasonable estimates that are provisional in nature and are subject to potential adjustment during the measurement period ending no later than December 2018. See “MD&A—Accounting Changes and Developments” for more information on the accounting for the impacts of the Tax Act.
We recorded income tax provisions of $1.7 billion (31.3% effective income tax rate) and $1.9 billion (31.8% effective income tax rate) in 2016 and 2015, 2019, respectively. Our effective tax rate on income from continuing operations varies between periods due, in part, to fluctuationsthe impact of changes in pre-tax income and changes in tax credits, tax-exempt income and non-deductible expenses relative to our pre-tax earnings, which affects the relative tax benefit of tax-exempt income, tax credits and other permanent tax items.earnings.
The increase in ourOur effective income tax rate in 20172021 increased compared to 2016 was2020 primarily duedriven by the impact of changes in pre-tax income and the relationship of our tax credits in proportion to charges of $1.8 billion associated with the impacts of the Tax Act,our pre-tax earnings partially offset by a relative increase in the amount of tax credits and tax-exempt income.
The decrease in our effective income tax rate in 2016 compared to 2015 was primarily due to lower income before taxes and increased tax credits. This decrease was partially offset by reduced discrete tax benefits and a reduced benefit of lower taxed foreign earnings.
non-deductible expenses. We recorded total discrete tax expense of $1.7 billion in 2017, primarily consisting of the charges of $1.8 billion for the estimated impacts of the Tax Act, and discrete tax benefits of $2 million and $15$66 million in 20162021, $22 million in 2020 and 2015, respectively. Our effective income tax rate, excluding the impact$19 million in 2019.
54Capital One Financial Corporation (COF)

We provide additional information on items affecting our income taxes and effective tax rate in Note 16—“Note 15—Income TaxesTaxes”.
CONSOLIDATED BALANCE SHEETS ANALYSIS
Total assets increased by $8.7$10.8 billion to $365.7$432.4 billion as of December 31, 20172021 from December 31, 20162020 primarily driven by an increase in loans held for investment primarily due to growth in our domestic credit card loan portfolio, largely driven by loans obtained in the Cabela’s acquisition, as well as growth in our auto loan portfolio, partially offset by run-off of our acquired home loan portfolio.
Total liabilities increased by $7.4 billion to $317.0 billion as of December 31, 2017 from December 31, 2016 primarily driven by:
an increase in our seniorportfolios and subordinated notes; and
an increase in our deposits.
These drivers wereallowance releases, partially offset by a decrease in our Federal Home Loan Banks (“FHLB”) advances outstanding, which is includedcash balances.
Total liabilities increased by $10.0 billion to $371.4 billion as of December 31, 2021 from December 31, 2020 primarily driven by deposit growth and net issuances in other debt.

49Capital One Financial Corporation (COF)


our securitization programs.
Stockholders’ equity increased by $1.2 billion$825 million to $48.7$61.0 billion as of December 31, 20172021 from December 31, 20162020 primarily due to our net income of $2.0$12.4 billion, in 2017, partially offset by $1.0 billioncommon stock repurchase activity and a decrease in accumulated other comprehensive income primarily driven by a decline the fair value of dividend paymentsour investment securities portfolio due to our common and preferred stockholders.increased interest rates.
The following is a discussion of material changes in the major components of our assets and liabilities during 2017.2021. Period-end balance sheet amounts may vary from average balance sheet amounts due to liquidity and balance sheet management activities that are intended to ensuresupport the adequacy of capital while managing theour liquidity requirements, of the Company, our customers and our market risk exposure in accordance with our risk appetite.
Investment Securities
Our investment securities portfolio consists primarily of the following: U.S. Treasury securities; U.S. government-sponsored enterprise or agency (“Agency”) and non-agency residential mortgage-backed securities (“RMBS”);, Agency commercial mortgage-backed securities (“CMBS”); other asset-backed, U.S. Treasury securities (“ABS”); and other securities. Agency securities include Government National Mortgage Association (“Ginnie Mae”) guaranteed securities, Federal National Mortgage Association (“Fannie Mae”) and Federal Home Loan Mortgage Corporation (“Freddie Mac”) issued securities. The carrying value of our investments in Agency and U.S. Treasury and Agency securities represented 95% and 91%96% of our total investment securities portfolio as of both December 31, 20172021 and 2016, respectively.2020.
The fair value of our available for sale securities portfolio was $37.7decreased by $5.2 billion to $95.3 billion as of December 31, 2017, a decrease of $3.1 billion2021 from December 31, 2016. The decrease in fair value was primarily due to the sale of investment securities as a result of portfolio repositioning. The fair value of our held to maturity securities portfolio was $29.4 billion as of December 31, 2017, an increase of $3.2 billion from December 31, 2016. The increase in fair value was2020, primarily driven by purchases outpacing paydowns.
Table 5 presentsnet sales and the amortized cost, carrying value and fair valueincrease in interest rates. See “Note 2—Investment Securities” for the major categories of our investment securities portfolio as of December 31, 2017, 2016 and 2015.
Table 5: Investment Securities
  December 31,
  2017 2016 2015
(Dollars in millions) 
Amortized
Cost
 
Fair
Value
 
Amortized
Cost
 
Fair
Value
 
Amortized
Cost
 
Fair
Value
Investment securities available for sale:            
U.S. Treasury securities $5,168
 $5,171
 $5,103
 $5,065
 $4,664
 $4,660
RMBS:            
Agency 26,013
 25,678
 26,830
 26,527
 24,332
 24,285
Non-agency 1,722
 2,114
 2,349
 2,722
 2,680
 3,026
Total RMBS 27,735
 27,792
 29,179
 29,249
 27,012
 27,311
CMBS 3,209
 3,175
 5,011
 4,988
 5,413
 5,379
Other ABS 513
 512
 714
 714
 1,345
 1,340
Other securities(1)
 1,003
 1,005
 726
 721
 370
 371
Total investment securities available for sale $37,628
 $37,655
 $40,733
 $40,737
 $38,804
 $39,061
             
             
(Dollars in millions) Carrying Value 
Fair
Value
 Carrying Value 
Fair
Value
 Carrying Value 
Fair
Value
Investment securities held to maturity:            
U.S. Treasury securities $200
 $200
 $199
 $199
 $199
 $198
Agency RMBS 24,980
 25,395
 22,125
 22,573
 21,513
 22,133
Agency CMBS 3,804
 3,842
 3,388
 3,424
 2,907
 2,986
Total investment securities held to maturity $28,984
 $29,437
 $25,712
 $26,196
 $24,619
 $25,317
__________
(1)
Includes supranational bonds, foreign government bonds, mutual funds and equity investments.

more information.
5055Capital One Financial Corporation (COF)


Credit Ratings
Our portfolio of investment securities continues to be concentrated in securities that generally have high credit ratings and low credit risk, such as securities issued and guaranteed by the U.S. Treasury and Agencies. As of December 31, 2017 and 2016, approximately 96% and 95% of our total investment securities portfolio was rated AA+ or its equivalent, or better, respectively, while approximately 3% and 4% was below investment grade, respectively. We categorize the credit ratings of our investment securities based on the lower of credit ratings issued by Standard & Poor’s Ratings Services (“S&P”) and Moody’s Investors Service (“Moody’s”).
Table 6 provides information on the credit ratings of our non-agency RMBS, non-agency CMBS, other ABS and other securities in our portfolio as of December 31, 2017 and 2016. We sold all of our non-agency CMBS during 2017.
Table 6: Non-Agency Investment Securities Credit Ratings
  December 31, 2017 December 31, 2016
(Dollars in millions) Fair Value AAA 
Other
Investment
Grade
 
Below
Investment
Grade(1)
 Fair Value AAA 
Other
Investment
Grade
 
Below
Investment
Grade
(1)
Non-agency RMBS $2,114
 
 3% 97% $2,722
 
 3% 97%
Non-agency CMBS 
 
 
 
 1,684
 100% 
 
Other ABS 512
 100% 
 
 714
 99
 1
 
Other securities 1,005
 71
 19
 10
 721
 62
 25
 13
__________
(1)
Includes investment securities that were not rated.
For additional information on our investment securities, see “Note 3—Investment Securities.”
Loans Held for Investment
Total loans held for investment consists of both unsecuritized loans and loans held in our consolidated trusts. Table 75 summarizes, by portfolio segment, the carrying value of our portfolio of loans held for investment, by portfolio segment, the allowance for loan and leasecredit losses and net loan balance as of December 31, 20172021 and 2016.2020.
Table 7:5: Loans Held for Investment
 December 31, 2017 December 31, 2016 December 31, 2021December 31, 2020
(Dollars in millions) Loans Allowance Net Loans Loans Allowance Net Loans(Dollars in millions)LoansAllowanceNet LoansLoansAllowanceNet Loans
Credit Card $114,762
 $5,648
 $109,114
 $105,552
 $4,606
 $100,946
Credit Card$114,772 $8,345 $106,427 $106,956 $11,191 $95,765 
Consumer Banking 75,078
 1,242
 73,836
 73,054
 1,102
 71,952
Consumer Banking77,646 1,918 75,728 68,888 2,715 66,173 
Commercial Banking 64,575
 611
 63,964
 66,916
 793
 66,123
Commercial Banking84,922 1,167 83,755 75,780 1,658 74,122 
Other 58
 1
 57
 64
 2
 62
Total $254,473
 $7,502
 $246,971
 $245,586
 $6,503
 $239,083
Total$277,340 $11,430 $265,910 $251,624 $15,564 $236,060 
Loans held for investment increased by $8.9$25.7 billion to $254.5$277.3 billion as of December 31, 20172021 from December 31, 20162020 primarily due to growth in our domestic credit card loan portfolio, largely driven by loans obtained in the Cabela’s acquisition, as well as growth in our auto, commercial and credit card loan portfolio, partially offset by run-off of our acquired home loan portfolio.portfolios.
We provide additional information on the composition of our loan portfolio and credit quality below in “MD&A—Credit Risk Profile,,” “MD&A—Consolidated Results of OperationsOperations” and Note 4—Loans.“Note 3—Loans.
DepositsFunding Sources
Our deposits represent our largestprimary source of funding for our operationscomes from deposits, as they are a stable and provide a consistentrelatively low cost source of low-cost funds. Totalfunding. In addition to deposits, increased by $6.9 billion to $243.7 billion aswe raise funding through the issuance of December 31, 2017 from December 31, 2016. We provide information on the composition of our deposits, average outstanding balances, interest expensesenior and yield in “MD&A—Liquidity Risk Profile.”

51Capital One Financial Corporation (COF)

Table of Contents

Securitized Debt Obligations
Securitized debt obligations increased to $20.0 billion as of December 31, 2017 from $18.8 billion as of December 31, 2016 primarily driven bysubordinated notes, securitized debt obligations, assumed in the Cabela’s acquisition, partially offset by maturities outpacing issuances. We provide additional information on our borrowings in “MD&A—Liquidity Risk Profile” and in “Note 9—Deposits and Borrowings.”
Other Debt
Other debt, which consists primarily of federal funds purchased, and securities loaned or sold under agreements to repurchase, senior and subordinated notes,Federal Home Loan Banks (“FHLB”) advances secured by certain portions of our loan and FHLB advances, totaled $40.3securities portfolios.
Table 6 provides the composition of our primary sources of funding as of December 31, 2021 and 2020.
Table 6: Funding Sources Composition
December 31, 2021December 31, 2020
(Dollars in millions)Amount% of TotalAmount% of Total
Deposits:
Consumer Banking$256,407 72 %$249,815 72 %
Commercial Banking44,809 13 39,590 11 
Other(1)
9,764 3 16,037 
Total deposits310,980 88 305,442 88 
Securitized debt obligations14,994 4 12,414 
Other debt28,092 8 28,125 
Total funding sources$354,066 100 %$345,981 100 %
__________
(1)Includes brokered deposits of $8.6 billion and $15.0 billion as of December 31, 2017, of which $39.72021 and 2020, respectively.
Total deposits increased by $5.5 billion represented long-term debt and the remainder represented short-term borrowings.Other debt totaled $41.6to $311.0 billion as of December 31, 2016,2021 from December 31, 2020 primarily driven by increased consumer savings, as well as commercial clients holding elevated levels of which $40.6 billion represented long-term debt and the remainder represented short-term borrowings.
The decrease in other debt of $1.4 billion in 2017 was primarily attributable to a decrease in our FHLB advances outstanding,liquidity, partially offset by an increasematurities of brokered deposits.
Securitized debt obligations increased by $2.6 billion to $15.0 billion as of December 31, 2021 from December 31, 2020 primarily driven by net issuances in our senior and subordinated notes. securitization programs.
Other debt remained substantially flat at $28.1 billion as of December 31, 2021.
We provide additional information on our borrowingsfunding sources in “MD&A—Liquidity Risk ProfileProfile” and in “Note 9—“Note 8—Deposits and Borrowings.Borrowings.
Mortgage Representation and Warranty Reserve
56Capital One Financial Corporation (COF)
We face residual exposure related to subsidiaries that originated residential mortgage loans and sold these loans to various purchasers, including purchasers who created securitization trusts. We establish representation and warranty reserves for losses associated with the mortgage loans sold by each subsidiary that we consider to be both probable and reasonably estimable. These reserves are reported on our consolidated balance sheets as a component

Table of other liabilities. As a result of resolutions and settlements of the substantial majority of our active representation and warranty matters in 2017, our reserve was immaterial as of December 31, 2017. See “Note 19—Commitments, Contingencies, Guarantees and Others” for additional information.Contents
Deferred Tax Assets and Liabilities
Deferred tax assets and liabilities represent decreases or increases in taxes expected to be paid in the future because of future reversals of temporary differences between the financial reporting and tax bases of assets and liabilities, as well as from net operating loss and tax credit carryforwards. Deferred tax assets are recognized subject to management’s judgment that realization isthese future deductions are more likely than not.not to be realized. We evaluate the recoverability of these future tax deductions by assessing the adequacy of expected taxable income from all sources, including taxable income in carryback years, reversal of taxable temporary differences, forecasted operating earnings and available tax planning strategies. These sources of income rely heavily on estimates. We use our historical experience and our short and long-range business forecasts to provide insight.
Deferred tax assets, net of deferred tax liabilities and valuation allowances, were approximately $2.9$3.7 billion as of December 31, 2017, a decrease2021, an increase of $1.4 billion$382 million from December 31, 2016.2020. The decreaseincrease in our net deferred tax assets was primarily driven by the revaluation reflectingdecrease in fair value of our available for sale securities, partially offset by the reductiondecrease in the U.S. corporate tax rate from 35% to 21% effective January 1, 2018, as a result of the Tax Act. The impacts of the Tax Act are considered to be reasonable estimates that are provisionalallowance for credit losses in nature and are subject to potential adjustment during the measurement period ending no later than December 2018. See “MD&A—Accounting Changes and Developments” for more information on the accounting for the impacts of the Tax Act.2021.
We have recorded valuation allowances of $226$355 million and $179$296 million as of December 31, 20172021 and 2016,2020, respectively. The increase in valuation allowance was primarily driven by the reduction in federal income tax rate as a result of the Tax Act. We expect to fully realize the 2017 net deferred tax asset amounts in future periods. If changes in circumstances lead us to change our judgment about our ability to realize deferred tax assets in future years, we will adjust our valuation allowances in the period that our change in judgment occurs and record a corresponding increase or charge to income.
We provide additional information on income taxes in “MD&A—Consolidated Results of OperationsOperations” and in “Note 16—15—Income Taxes.”

52Capital One Financial Corporation (COF)


OFF-BALANCE SHEET ARRANGEMENTS
In the ordinary course of business, we engage in certain activities that are not reflected on our consolidated balance sheets, generally referred to as off-balance sheet arrangements. These activities typically involve transactions with unconsolidated variable interest entities (“VIEs”) as well as other arrangements, such as letterletters of credits,credit, loan commitments and guarantees, to meet the financing needs of our customers and support their ongoing operations. We provide additional information regarding these types of activities in Note 6—“Note 5—Variable Interest Entities and SecuritizationsSecuritizations” and Note 19—“Note 18—Commitments, Contingencies, Guarantees and Others.Others.
BUSINESS SEGMENT FINANCIAL PERFORMANCE
Our principal operations are organized for management reporting purposes into three major business segments, which are defined primarily based on the products and services provided or the typetypes of customer served: Credit Card, Consumer Banking and Commercial Banking. The operations of acquired businesses have been integrated into or managed as a part of our existing business segments. Certain activities that are not part of a segment, such as management of our corporate investment portfolio, and asset/liability management by our centralized Corporate Treasury group and calculation of our residual tax expense or benefit to arrive at the consolidated effective tax rate that is not assessed to our primary business segments, are included in the Other category.
The results of our individual businesses, which we report on a continuing operations basis, reflect the manner in which management evaluates performance and makes decisions about funding our operations and allocating resources. We may periodically change our business segments or reclassify business segment results based on modifications to our management reporting methodologies and changes in organizational alignment. Our business segment results are intended to reflect each segment as if it were a stand-alone business. We use an internal management and reporting process to derive our business segment results. Our internal management and reporting process employs various allocation methodologies, including funds transfer pricing, to assign certain balance sheet assets, deposits and other liabilities and their related revenue and expenses directly or indirectly attributable to each business segment. Total interest income and net feesnon-interest income are directly attributable to the segment in which they are reported. The net interest income of each segment reflects the results of our funds transfer pricing process, which is primarily based on a matched maturity methodfunding concept that takes into consideration market interest rates. Our funds transfer pricing process provides a funds credit for sources of funds, such as deposits generated by our Consumer Banking and Commercial Banking businesses, and a charge for the use of funds by each segment. The allocation process is unique to each business segment and acquired businesses.business. We regularly assess the assumptions, methodologies and
57Capital One Financial Corporation (COF)

reporting classifications used for segment reporting, which may result in the implementation of refinements or changes in future periods.
We refer to the business segment results derived from our internal management accounting and reporting process as our “managed” presentation, which differs in some cases from our reported results prepared based on U.S. GAAP. There is no comprehensive authoritative body of guidance for management accounting equivalent to U.S. GAAP; therefore, the managed presentation of our business segment results may not be comparable to similar information provided by other financial services companies. In addition, our individual business segment results should not be used as a substitute for comparable results determined in accordance with U.S. GAAP.
Below weWe summarize our business segment results for the years ended December 31, 2021, 2020 and 2019 and provide a comparative discussion of these results for 2021 and 2020, as well as changes in our financial condition and credit performance metrics for the years endedas of December 31, 2017, 2016 and 2015, as well as a comparative discussion of these results.2021 compared to December 31, 2020. We provide a reconciliation of our total business segment results to our reported consolidated results in Note 18—“Note 17—Business Segments. and Revenue from Contracts with Customers.
Business Segment Financial Performance
Table 87 summarizes our business segment results, which we report based on revenue (loss) and income (loss) from continuing operations, for the years ended December 31, 2017, 20162021, 2020 and 2015.2019. We provide information on the allocation methodologies used to derive our business segment results in Note 18—“Note 17—Business Segments. and Revenue from Contracts with Customers.
Table 8:7: Business Segment Results
  Year Ended December 31,
  2017 2016 2015
  
Total Net
Revenue
(1)
 
Net Income
(Loss)(2)
 
Total Net
Revenue
(1)
 
Net Income(2)
 
Total Net
Revenue
(1)
 
Net Income(2)
(Dollars in millions) Amount % of
Total
 Amount % of
Total
 Amount % of
Total
 Amount % of
Total
 Amount % of
Total
 Amount % of
Total
Credit Card $16,973
 62% $1,920
 91 % $16,015
 62% $2,160
 58% $14,582
 62% $2,354
 59%
Consumer Banking 7,129
 26
 1,090
 51
 6,562
 26
 870
 23
 6,465
 28
 1,034
 26
Commercial Banking(3)
 2,969
 11
 676
 32
 2,794
 11
 575
 15
 2,352
 10
 570
 14
Other(3)
 166
 1
 (1,569) (74) 130
 1
 165
 4
 14
 
 54
 1
Total $27,237
 100% $2,117
 100 % $25,501
 100% $3,770
 100% $23,413
 100% $4,012
 100%

53
Year Ended December 31,
 202120202019
 
Total Net
Revenue (Loss)
(1)
Net Income (Loss)(2)
Total Net
Revenue
(1)
Net Income (Loss)(2)
Total Net
Revenue
(1)
Net Income (Loss)(2)
(Dollars in millions)Amount% of
Total
Amount% of
Total
Amount% of
Total
Amount% of
Total
Amount% of
Total
Amount% of
Total
Credit Card$18,880 62 %$7,758 63 %$17,599 62 %$1,361 50 %$18,349 64 %$3,127 57 %
Consumer Banking9,002 29 3,676 30 7,704 27 1,367 51 7,375 26 1,799 32 
Commercial Banking(3)
3,301 11 1,532 12 2,971 10 65 2,814 10 621 11 
Other(3)
(748)(2)(572)(5)249 (76)(3)55 — (14)— 
Total$30,435 100 %$12,394 100 %$28,523 100 %$2,717 100 %$28,593 100 %$5,533 100 %
__________
(1)Total net revenue (loss) consists of net interest income and non-interest income.
(2)Net income (loss) for our business segments and the Other category is based on income (loss) from continuing operations, net of tax.
(3)Some of our commercial investments generate tax-exempt income, tax credits or other tax benefits. Accordingly, we present our Commercial Banking revenue and yields on a taxable-equivalent basis, calculated using the federal statutory tax rate of 21% and state taxes where applicable, with offsetting reductions to the Other category.
58Capital One Financial Corporation (COF)


__________
(1)
Total net revenue consists of net interest income and non-interest income.
(2)
Net income (loss) for our business segments and the Other category is based on income (loss) from continuing operations, net of tax.
(3)
Some of our commercial investments generate tax-exempt income or tax credits. Accordingly, we make certain reclassifications within our Commercial Banking business results to present revenues and yields on a taxable-equivalent basis, calculated assuming an effective tax rate approximately equal to our federal statutory tax rate (35% for all periods presented), with offsetting reductions to the Other category.
Credit Card Business
The primary sources of revenue for our Credit Card business are net interest income, net interchange income and fees collected from customers. Expenses primarily consist of the provision for credit losses, operating costs and marketing expenses.
Our Credit Card business generated net income from continuing operations of $1.9$7.8 billion, $2.2$1.4 billion and $2.4$3.1 billion in 2017, 20162021, 2020 and 2015,2019 respectively.
Table 98 summarizes the financial results of our Credit Card business and displays selected key metrics for the periods indicated.
Table 9: 8: Credit Card Business Results
 Year Ended December 31, Change Year Ended December 31,Change
(Dollars in millions, except as noted) 2017 2016 2015 2017 vs. 2016 2016 vs. 2015(Dollars in millions, except as noted)2021202020192021 vs. 20202020 vs. 2019
Selected income statement data:          Selected income statement data:
Net interest income $13,648
 $12,635
 $11,161
 8 % 13 %Net interest income$14,074 $13,776 $14,461 %(5)%
Non-interest income 3,325
 3,380
 3,421
 (2) (1)Non-interest income4,806 3,823 3,888 26 (2)
Total net revenue(1)
 16,973
 16,015
 14,582
 6
 10
Total net revenue(1)
18,880 17,599 18,349 (4)
Provision for credit losses 6,066
 4,926
 3,417
 23
 44
Provision (benefit) for credit lossesProvision (benefit) for credit losses(902)7,327 4,992 **47 
Non-interest expense 7,916
 7,703
 7,502
 3
 3
Non-interest expense9,621 8,491 9,271 13 (8)
Income from continuing operations before income taxes 2,991
 3,386
 3,663
 (12) (8)Income from continuing operations before income taxes10,161 1,781 4,086 **(56)
Income tax provision 1,071
 1,226
 1,309
 (13) (6)Income tax provision2,403 420 959 **(56)
Income from continuing operations, net of tax $1,920
 $2,160
 $2,354
 (11) (8)Income from continuing operations, net of tax$7,758 $1,361 $3,127 **(56)
Selected performance metrics:          Selected performance metrics:
Average loans held for investment(2)
 $103,468
 $96,560
 $86,735
 7
 11
Average yield on loans held for investment(3)
 15.21% 14.68% 14.28% 53bps 40bps
Total net revenue margin(4)
 16.40
 16.59
 16.81
 (19) (22)
Average loans held for investmentAverage loans held for investment$102,731 $110,082 $114,202 (7)(4)
Average yield on loans(2)
Average yield on loans(2)
14.60 %14.08 %15.49 %52 bps(141)bps
Total net revenue margin(3)
Total net revenue margin(3)
17.81 15.91 16.07 190 (16)
Net charge-offs $5,054
 $3,953
 $2,918
 28 % 35 %Net charge-offs$1,956 $4,270 $5,149 (54)%(17)%
Net charge-off rate 4.88% 4.09% 3.36% 79bps 73bpsNet charge-off rate1.90 %3.88 %4.51 %(198)bps(63)bps
Purchase volume(5)
 $336,440
 $307,138
 $271,167
 10 % 13 %
Purchase volumePurchase volume$527,605 $414,312 $424,765 27 %(2)%
          
(Dollars in millions, except as noted) December 31, 2017 December 31, 2016 Change    (Dollars in millions, except as noted)December 31, 2021December 31, 2020Change
Selected period-end data:          Selected period-end data:
Loans held for investment(2)
 $114,762
 $105,552
 9% 
  
Loans held for investmentLoans held for investment$114,772 $106,956 %
30+ day performing delinquency rate 3.98% 3.91% 7bps 

  30+ day performing delinquency rate2.28 %2.44 %(16)bps
30+ day delinquency rate 3.99
 3.94
 5
 
  30+ day delinquency rate2.29 2.45 (16)
Nonperforming loan rate(6)
 0.02
 0.04
 (2) 

  
Allowance for loan and lease losses $5,648
 $4,606
 23% 
  
Nonperforming loan rate(4)
Nonperforming loan rate(4)
0.01 0.02 (1)
Allowance for credit lossesAllowance for credit losses$8,345 $11,191 (25)%
Allowance coverage ratio 4.92% 4.36% 56bps 
  Allowance coverage ratio7.27 %10.46 %(319)bps
__________
(1)
We recognize billed finance charges and fee income on open-ended loans in accordance with the contractual provisions of the credit arrangements and estimate the uncollectible amount on a quarterly basis. The estimated uncollectible amount of billed finance charges and fees is reflected as a reduction in revenue and is not included in our net charge-offs. Total net revenue was reduced by $1.4 billion, $1.1 billion and $732 million in 2017, 2016 and 2015, respectively, for the estimated uncollectible amount of billed finance charges and fees and related losses. The finance charge and fee reserve totaled $491 million and $402 million as of December 31, 2017 and 2016, respectively.
(2)
Period-end loans held for investment and average loans held for investment include billed finance charges and fees, net of the estimated uncollectible amount.

(1)We recognize finance charges and fee income on open-ended loans in accordance with the contractual provisions of the credit arrangements and charge off uncollectible amounts. Total net revenue was reduced by $629 million and $1.1 billion in 2021 and 2020, respectively, for credit card finance charges and fees charged off as uncollectible and by $1.4 billion in 2019, for the estimated uncollectible amount of billed finance charges and fees and related losses.
(2)Average yield is calculated based on interest income for the period divided by average loans during the period and does not include any allocations, such as funds transfer pricing.
(3)Total net revenue margin is calculated based on total net revenue for the period divided by average loans during the period.
(4)Within our credit card loan portfolio, only certain loans in our international card businesses are classified as nonperforming. See “MD&A—Nonperforming Loans and Other Nonperforming Assets” for additional information.
**    Not meaningful.
5459Capital One Financial Corporation (COF)

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(3)
Average yield on loans held for investment is calculated by dividing interest income for the period by average loans held for investment during the period. Interest income excludes various allocations including funds transfer pricing that assigns certain balance sheet assets, deposits and other liabilities and their related revenue and expenses attributable to each business segment.
(4)
Total net revenue margin is calculated by dividing total net revenue for the period by average loans held for investment during the period. Interest income also includes interest income on loans held for sale.
(5)
Purchase volume consists of purchase transactions, net of returns, for the period for loans both classified as held for investment and held for sale, and excludes cash advance and balance transfer transactions.
(6)
Within our credit card loan portfolio, only certain loans in our international card businesses are classified as nonperforming. See “MD&A—Nonperforming Loans and Other Nonperforming Assets” for additional information.
Key factors affecting the results of our Credit Card business for 2017 compared to 2016, and changes in financial condition and credit performance between December 31, 2017 and December 31, 2016 include the following:
Net Interest Income: Net interest income increased by $1.0 billion to $13.6 billion in 2017 primarily driven by loan growth in our Domestic Card business.
Non-Interest Income: Non-interest income was substantially flat at $3.3 billion in 2017 primarily driven by:
lower service charges and other customer-related fees, including the impact of the exit of our legacy payment protection products in our Domestic Card business during the first quarter of 2016; and
the absence of a gain recorded in the second quarter of 2016 related to the exchange of our ownership interest in Visa Europe with Visa Inc. as a result of Visa Inc.’s acquisition of Visa Europe.
These drivers were largely offset by an increase in net interchange fees primarily due to higher purchase volume.
Provision for Credit Losses: The provision for credit losses increased by $1.1 billion to $6.1 billion in 2017 primarily driven by:
higher charge-offs in our domestic credit card loan portfolio due to growth and portfolio seasoning; and
a larger allowance build in our domestic credit card loan portfolio primarily due to increasing losses from recent vintages and portfolio seasoning.
Non-Interest Expense: Non-interest expense increased by $213 million to $7.9 billion in 2017, primarily driven by higher operating expenses associated with loan growth and continued investments in technology and infrastructure.
This driver was partially offset by:
lower marketing expenses;
lower amortization of intangibles; and
operating efficiencies.
Loans Held for Investment: Period-end loans held for investment increased by $9.2 billion to $114.8 billion as of December 31, 2017 from December 31, 2016 primarily due to:
growth in our domestic credit card loan portfolio, largely driven by loans obtained in the Cabela’s acquisition; and
the impact of foreign exchange rates in our international card businesses driven by the weakening of the U.S. dollar in 2017.
Average loans held for investment increased by $6.9 billion to $103.5 billion in 2017 compared to 2016 primarily due to growth in our Domestic Card business.
Net Charge-Off and Delinquency Metrics: The net charge-off rate increased by 79 basis points to 4.88% in 2017 compared to 2016 primarily driven by growth and seasoning of recent domestic credit card loan originations. The 30+ day delinquency rate increased by 5 basis points to 3.99% as of December 31, 2017 from December 31, 2016 primarily due to growth and seasoning of recent domestic credit card loan originations, partially offset by loans obtained in the Cabela’s acquisition.

55Capital One Financial Corporation (COF)

Table of Contents

Key factors affecting the results of our Credit Card business for 20162021 compared to 2015,2020, and changes in financial condition and credit performance between December 31, 20162021 and December 31, 20152020 include the following:
Net Interest Income: Net interest income increased by $1.5 billion$298 million to $12.6$14.1 billion in 2016 primarily driven by loan growth in our Domestic Card business.
Non-Interest Income: Non-interest income was flat at $3.4 billion in 2016 as an increase in interchange fees driven by higher purchase volume was largely offset by:
higher rewards expense from the continued expansion of our rewards franchise; and
lower service charges and other customer-related fees primarily due to the exit of our legacy payment protection products in our Domestic Card business during the first quarter of 2016.
Provision for Credit Losses: The provision for credit losses increased by $1.5 billion to $4.9 billion in 20162021 primarily driven by higher charge-offs and a larger allowance buildmargins, partially offset by lower average loan balances.
Non-Interest Income: Non-interest income increased by $983 million to $4.8 billion in 2021 primarily driven by higher net interchange fees due to continued loan growthan increase in purchase volume.
Provision for Credit Losses: Provision for credit losses decreased by $8.2 billion to a benefit of $902 million in 2021 resulting from allowance releases in 2021 due to strong credit performance and portfolio seasoning.
an improved economic outlook, compared to allowance builds in 2020 driven by expectations of economic worsening at the start of the COVID-19 pandemic.
Non-Interest Expense: Non-interest expense increased by $201 million$1.1 billion to $7.7$9.6 billion in 20162021 primarily attributable to higher operating expenses associated with loan growth as well as continued investments in technology, partially offsetdriven by operating efficiencies.
increased marketing spend.
Loans Held for Investment:
Period-end loans held for investment increased by $9.4$7.8 billion to $105.6$114.8 billion as of December 31, 20162021 from December 31, 2015,2020 primarily due to higher purchase volume, partially offset by higher customer payments and averagethe transfer of a $2.6 billion international card partnership portfolio to held for sale in the second quarter of 2021.
Average loans held for investment increaseddecreased by $9.8$7.4 billion to $96.6$102.7 billion in 20162021 compared to 2015, both2020 primarily due to continued loan growthhigher customer payments and the transfer of a $2.6 billion international card partnership portfolio to held for sale in our Domestic Card business.
the second quarter of 2021, partially offset by higher purchase volume.
Net Charge-Off and Delinquency Metrics: The net charge-off rate increaseddecreased by 73198 basis points to 4.09%1.90% in 20162021 compared to 2015, and the2020 primarily driven by strong credit performance.
The 30+ day delinquency rate increaseddecreased by 5416 basis points to 3.94%2.29% as of December 31, 20162021 from December 31, 2015. These increases were primarily2020 driven by growthhigher ending loan balances and seasoningstrong credit performance.
60Capital One Financial Corporation (COF)

Domestic Card Business
The Domestic Card business generated net income from continuing operations of $1.7$7.3 billion, $2.1$1.2 billion and $2.2$3.0 billion in 2017, 20162021, 2020 and 2015,2019 respectively. In 2017, 20162021, 2020 and 2015,2019, the Domestic Card business accounted for greater than 90% of total net revenue of our Credit Card business.
Table 9.18.1 summarizes the financial results for Domestic Card business and displays selected key metrics for the periods indicated.

Table 8.1: Domestic Card Business Results
Year Ended December 31,Change
(Dollars in millions, except as noted)2021202020192021 vs. 20202020 vs. 2019
Selected income statement data:
Net interest income$12,916 $12,599 $13,265 %(5)%
Non-interest income4,532 3,583 3,684 26 (3)
Total net revenue(1)
17,448 16,182 16,949 (5)
Provision (benefit) for credit losses(868)6,979 4,671 **49 
Non-interest expense8,712 7,625 8,308 14 (8)
Income from continuing operations before income taxes9,604 1,578 3,970 **(60)
Income tax provision2,266 374 925 **(60)
Income from continuing operations, net of tax$7,338 $1,204 $3,045 **(60)
Selected performance metrics:
Average loans held for investment$95,818 $101,837 $105,270 (6)(3)
Average yield on loans(2)
14.49 %13.88 %15.47 %61 bps(159)bps
Total net revenue margin(3)
17.85 15.80 16.10 205 (30)
Net charge-offs$1,820 $4,002 $4,818 (55)%(17)%
Net charge-off rate1.90 %3.93 %4.58 %(203)bps(65)bps
Purchase volume$487,297 $380,787 $390,032 28 %(2)%
(Dollars in millions, except as noted)December 31, 2021December 31, 2020Change
Selected period-end data:
Loans held for investment$108,723 $98,504 10 %
30+ day performing delinquency rate2.22 %2.42 %(20)bps
Allowance for credit losses$7,968 $10,650 (25)%
Allowance coverage ratio7.33 %10.81 %(348)bps
__________
(1)We recognize finance charges and fee income on open-ended loans in accordance with the contractual provisions of the credit arrangements and charge off uncollectible amounts. Finance charges and fees charged off as uncollectible are reflected as a reduction in total net revenue.
(2)Average yield is calculated based on interest income for the period divided by average loans during the period and does not include any allocations, such as funds transfer pricing.
(3)Total net revenue margin is calculated based on total net revenue for the period divided by average loans during the period.
**    Not meaningful.
5661Capital One Financial Corporation (COF)


Table 9.1: Domestic Card Business Results
  Year Ended December 31, Change
(Dollars in millions, except as noted) 2017 2016 2015 2017 vs. 2016 2016 vs. 2015
Selected income statement data:          
Net interest income $12,504
 $11,571
 $10,147
 8 % 14 %
Non-interest income 3,069
 3,116
 3,183
 (2) (2)
Total net revenue(1)
 15,573
 14,687
 13,330
 6
 10
Provision for credit losses 5,783
 4,555
 3,204
 27
 42
Non-interest expense 7,078
 6,895
 6,627
 3
 4
Income from continuing operations before income taxes 2,712
 3,237
 3,499
 (16) (7)
Income tax provision 990
 1,178
 1,267
 (16) (7)
Income from continuing operations, net of tax $1,722
 $2,059
 $2,232
 (16) (8)
Selected performance metrics:          
Average loans held for investment(2)
 $94,923
 $88,394
 $78,743
 7
 12
Average yield on loans held for investment(3)
 15.16% 14.62% 14.21% 54bps 41bps
Total net revenue margin(4)
 16.41
 16.62
 16.93
 (21) (31)
Net charge-offs $4,739
 $3,681
 $2,718
 29 % 35 %
Net charge-off rate 4.99% 4.16% 3.45% 83bps 71bps
Purchase volume(5)
 $306,824
 $280,637
 $246,740
 9 % 14 %
           
(Dollars in millions, except as noted) December 31, 2017 December 31, 2016 Change    
Selected period-end data:          
Loans held for investment(2)
 $105,293
 $97,120
 8%    
30+ day delinquency rate 4.01% 3.95% 6bps    
Allowance for loan and lease losses $5,273
 $4,229
 25%    
Allowance coverage ratio 5.01% 4.35% 66bps    
__________
(1)
We recognize billed finance charges and fee income on open-ended loans in accordance with the contractual provisions of the credit arrangements and estimate the uncollectible amount on a quarterly basis. The estimated uncollectible amount of billed finance charges and fees is reflected as a reduction in revenue and is not included in our net charge-offs.
(2)
Period-end loans held for investment and average loans held for investment include billed finance charges and fees, net of the estimated uncollectible amount.
(3)
Average yield on loans held for investment is calculated by dividing interest income for the period by average loans held for investment during the period. Interest income excludes various allocations including funds transfer pricing that assigns certain balance sheet assets, deposits and other liabilities and their related revenue and expenses attributable to each business segment.
(4)
Total net revenue margin is calculated by dividing total net revenue for the period by average loans held for investment during the period.
(5)
Purchase volume consists of purchase transactions, net of returns, for the period for loans both classified as held for investment and held for sale, and excludes cash advance and balance transfer transactions.
Because our Domestic Card business accounts for the substantial majority of our Credit Card business, the key factors driving the results are similar to the key factors affecting our total Credit Card business. Net income for our Domestic Card business decreasedincreased in 20172021 compared to 20162020 primarily driven by:
Higher net interest income in 2021 primarily driven by higher margins, partially offset by lower average loan balances.
Higher non-interest income in 2021 primarily due to higher net interchange fees from an increase in purchase volume.
Lower provision for credit losses;losses resulting from allowance releases in 2021 due to strong credit performance and
higher operating expenses associated with loan growth and continued investments an improved economic outlook, compared to allowance builds in technology and infrastructure.
These drivers were partially offset by:
higher net interest income primarily2020 driven by loan growth;
lower marketing expenses; and
operating efficiencies.

57Capital One Financial Corporation (COF)


Net income for our Domestic Card business decreased in 2016 compared to 2015 primarily driven by:
higher provision for credit losses; and
higher operating expenses associated with continued loan growth.economic worsening at the start of the COVID-19 pandemic.
These drivers were partially offset by higher net interest income resulting from loan growth.non-interest expense in 2021 primarily driven by increased marketing spend.




62Capital One Financial Corporation (COF)

Consumer Banking Business
The primary sources of revenue for our Consumer Banking business are net interest income from loans and deposits and non-interest income fromas well as service charges and customer-related fees. Expenses primarily consist of the provision for credit losses, operating costs and marketing expenses.
Our Consumer Banking business generated net income from continuing operations of $1.1$3.7 billion, $870 million$1.4 billion and $1.0$1.8 billion in 2017, 20162021, 2020 and 2015,2019, respectively.

58Capital One Financial Corporation (COF)


Table 109 summarizes the financial results of our Consumer Banking business and displays selected key metrics for the periods indicated.
Table 10: 9: Consumer Banking Business Results
 Year Ended December 31, Change Year Ended December 31,Change
(Dollars in millions, except as noted) 2017 2016 2015 2017 vs. 2016 2016 vs. 2015(Dollars in millions, except as noted)2021202020192021 vs. 20202020 vs. 2019
Selected income statement data:          Selected income statement data:
Net interest income $6,380
 $5,829
 $5,755
 9 % 1 %Net interest income$8,448 $7,238 $6,732 17 %%
Non-interest income 749
 733
 710
 2
 3
Non-interest income554 466 643 19 (28)
Total net revenue 7,129
 6,562
 6,465
 9
 2
Total net revenue9,002 7,704 7,375 17 
Provision for credit losses 1,180
 1,055
 819
 12
 29
Provision (benefit) for credit lossesProvision (benefit) for credit losses(521)1,753 938 **87 
Non-interest expense 4,233
 4,139
 4,026
 2
 3
Non-interest expense4,711 4,159 4,091 13 
Income from continuing operations before income taxes 1,716
 1,368
 1,620
 25
 (16)Income from continuing operations before income taxes4,812 1,792 2,346 169 (24)
Income tax provision 626
 498
 586
 26
 (15)Income tax provision1,136 425 547 167 (22)
Income from continuing operations, net of tax $1,090
 $870
 $1,034
 25
 (16)Income from continuing operations, net of tax$3,676 $1,367 $1,799 169 (24)
Selected performance metrics:          Selected performance metrics:
Average loans held for investment:(1)
          
Average loans held for investment:Average loans held for investment:
Auto $51,477
 $44,521
 $39,967
 16
 11
Auto$71,108 $63,227 $57,938 12 
Home loan 19,681
 23,358
 27,601
 (16) (15)
Retail banking 3,463
 3,543
 3,582
 (2) (1)Retail banking2,765 3,072 2,770 (10)11 
Total consumer banking $74,621
 $71,422
 $71,150
 4
 
Total consumer banking$73,873 $66,299 $60,708 11 
Average yield on loans held for investment(2)
 6.67% 6.34% 6.26 % 33bps 8bps
Average yield on loans held for investment(1)
Average yield on loans held for investment(1)
7.86 %8.37 %8.37 %(51)bps— 
Average deposits $185,201
 $177,129
 $170,757
 5 % 4 %Average deposits$251,676 $236,369 $205,012 %15 %
Average deposits interest rate 0.62% 0.56% 0.56 % 6bps 
Average deposits interest rate0.32 %0.76 %1.24 %(44)bps(48)bps
Net charge-offs $1,038
 $820
 $731
 27 % 12 %Net charge-offs$276 $578 $947 (52)%(39)%
Net charge-off rate 1.39% 1.15% 1.03 % 24bps 12bpsNet charge-off rate0.37 %0.87 %1.56 %(50)bps(69)bps
Net charge-off rate (excluding PCI loans) 1.65
 1.49
 1.45
 16
 4
Auto loan originations $27,737
 $25,719
 $21,185
 8 % 21%Auto loan originations$43,083 $32,282 $29,251 33 %10 %
          
(Dollars in millions, except as noted) December 31, 2017 December 31, 2016 Change    (Dollars in millions, except as noted)December 31, 2021December 31, 2020Change
Selected period-end data:          Selected period-end data:
Loans held for investment:(1)
          
Loans held for investment:Loans held for investment:
Auto $53,991
 $47,916
 13 %    Auto$75,779 $65,762 15 %
Home loan 17,633
 21,584
 (18)    
Retail banking 3,454
 3,554
 (3)    Retail banking1,867 3,126 (40)
Total consumer banking $75,078
 $73,054
 3
    Total consumer banking$77,646 $68,888 13 
30+ day performing delinquency rate 4.76% 4.10% 66bps    30+ day performing delinquency rate4.26 %4.62 %(36)bps
30+ day performing delinquency rate (excluding PCI loans) 5.52
 5.12
 40
    
30+ day delinquency rate 5.34
 4.67
 67
    30+ day delinquency rate4.66 5.00 (34)
30+ day delinquency rate (excluding PCI loans) 6.19
 5.82
 37
    
Nonperforming loan rate 0.78
 0.72
 6
    Nonperforming loan rate0.50 0.47 
Nonperforming loan rate (excluding PCI loans) 0.91
 0.90
 1
    
Nonperforming asset rate(3)
 0.91
 1.09
 (18)    
Nonperforming asset rate (excluding PCI loans)(3)
 1.06
 1.36
 (30)    
Allowance for loan and lease losses $1,242
 $1,102
 13 %    
Allowance coverage ratio(4)
 1.65% 1.51% 14bps    
Nonperforming asset rate(2)
Nonperforming asset rate(2)
0.56 0.54 
Allowance for credit lossesAllowance for credit losses$1,918 $2,715 (29)%
Allowance coverage ratioAllowance coverage ratio2.47 %3.94 %(147)bps
Deposits $185,842
 $181,917
 2 %    Deposits$256,407$249,815%
Loans serviced for others(5)
 8,598
 8,258
 4
    
5963Capital One Financial Corporation (COF)


__________
(1)
Average consumer banking loans held for investment includes purchased credit-impaired loans (“PCI loans”) of $12.2 billion, $16.4 billion and $20.7 billion in 2017, 2016 and 2015, respectively. Period-end consumer banking loans held for investment includes PCI loans with carrying values of $10.3 billion and $14.5 billion as of December 31, 2017 and 2016, respectively.
(2)
Average yield on loans held for investment is calculated by dividing interest income for the period by average loans held for investment during the period. Interest income excludes various allocations including funds transfer pricing that assigns certain balance sheet assets, deposits and other liabilities and their related revenue and expenses attributable to each business segment.
(3)
Nonperforming assets consist of nonperforming loans, real estate owned (“REO”) and other foreclosed
(1)Average yield is calculated based on interest income for the period divided by average loans during the period and does not include any allocations, such as funds transfer pricing.
(2)Nonperforming assets primarily consist of nonperforming loans and repossessed assets. The total nonperforming asset rate is calculated based on total nonperforming assets divided by the combined period-end total loans held for investment, REO and other foreclosed assets.
(4)
Excluding the impact of the PCI loan amounts in footnote 1 above, the allowance coverage ratio for our total consumer banking portfolio was 1.87% and 1.83% as of December 31, 2017 and 2016, respectively.
(5)
Loans serviced for others represents loans serviced for third parties related to our consumer home loan business.
Key factors affecting the results of our Consumer Banking business for 2017 compared to 2016, and changes in financial condition and credit performance between December 31, 2017 and December 31, 2016 include the following:
Net Interest Income: Net interest income increased by $551 million to $6.4 billion in 2017 primarily driven by growth in our auto loan portfolio and higher deposit volumes and margins in our retail banking business.
Consumer Banking loan yield increased by 33 basis points to 6.7% in 2017 compared to 2016. The increase was primarily driven by changes in the product mix in Consumer Banking as a result of growth in our auto loan portfolio and run-off of our acquired home loan portfolio.
Non-Interest Income: Non-interest income was substantially flat at $749 million in 2017 as a mortgage representation and warranty reserve release in the first quarter of 2017 had a similar impact as the customer rewards reserve release within our retail banking business in the first quarter of 2016 related to the discontinuation of certain debit card and deposit products.
Provision for Credit Losses: The provision for credit losses increased by $125 million to $1.2 billion in 2017 primarily driven by higher losses in our auto loan portfolio due to growth.
Non-Interest Expense: Non-interest expense increased by $94 million to $4.2 billion in 2017 primarily due to higher operating expenses driven by growth in our auto loan portfolio and continued investment in technology and infrastructure, partially offset by operating efficiencies.
Loans Held for Investment: Period-end loans held for investment increased by $2.0 billion to $75.1 billion as of December 31, 2017 from December 31, 2016, and average loans held for investment increased by $3.2 billion to $74.6 billion in 2017 compared to 2016. These increases were due to growth in our auto loan portfolio, partially offset by run-off of our acquired home loan portfolio.
repossessed assets.
Deposits: Period-end deposits increased by $3.9 billion to $185.8 billion as of December 31, 2017 from December 31, 2016.
Net Charge-Off and Delinquency Metrics: The net charge-off rate increased by 24 basis points to 1.39% in 2017 compared to 2016. This increase was primarily driven by:
higher losses in our auto loan portfolio due to changes in our charge-off practices for certain bankrupt accounts and growth; and
a greater portion of auto loans in our total consumer banking loan portfolio, which generally have higher charge-off rates than other products within this portfolio.
The 30+ day delinquency rate increased by 67 basis points to 5.34% as of December 31, 2017 from December 31, 2016 primarily attributable to higher auto delinquency inventories.**    Not meaningful.
Key factors affecting the results of our Consumer Banking business for 20162021 compared to 2015,2020, and changes in financial condition and credit performance between December 31, 20162021 and December 31, 20152020 include the following:
Net Interest Income: Net interest income was flat at $5.8increased by $1.2 billion to $8.4 billion in 20162021 primarily driven by higher margins and deposits in our Retail Banking business as well as growth in our auto loan portfolio was offsetportfolio.
Non-Interest Income: Non-interest income increased by the continued run-off of our acquired home loan portfolio and margin compression$88 million to $554 million in 2021 primarily driven by growth in our auto loan portfolio.
portfolio and higher interchange fees from an increase in debit card purchase volume.

60Capital One Financial Corporation (COF)


Consumer Banking loan yield increased by 8 basis points to 6.3% in 2016 compared to 2015. The increase was primarily driven by changes in the product mix in Consumer Banking as a result of the continued run-off of our acquired home loan portfolio and growth in our auto loan portfolio, partially offset by declining yield in our auto loan portfolio.
Non-Interest Income: Non-interest income was substantially flat at $733 million in 2016.
Provision for Credit Losses: The provisionProvision for credit losses increaseddecreased by $236$2.3 billion to a benefit of $521 million in 2021 resulting from allowance releases in 2021 due to $1.1 billionstrong credit performance, an improved economic outlook and auction price favorability, compared to allowance builds in 2016 primarily2020 driven by:by expectations of economic worsening at the start of the COVID-19 pandemic.
a higher allowance in our auto loan portfolio due to continued loan growth, increasing loss expectations on recent originations and a build reflecting a change in accounting estimate of the timing of charge-offs of bankrupt accounts; and
higher charge-offs in our auto loan portfolio due to seasoning of recent growth.
Non-Interest Expense: Non-interest expense increased by $113$552 million to $4.1$4.7 billion in 20162021 primarily due to:driven by continued investment in infrastructure and technology, as well as increased marketing spend and growth in our auto loan portfolio.
higher operating expenses driven by growth in our auto loan portfolio; and
higher marketing expenses.
Loans Held for Investment:
Period-end loans held for investment increased by $2.7$8.8 billion to $73.1$77.6 billion as of December 31, 20162021 from December 31, 2015, and average2020 primarily driven by growth in our auto loan portfolio due to higher originations.
Average loans held for investment increased by $272 million$7.6 billion to $71.4$73.9 billion in 20162021 compared to 2015. The increases were2020 primarily due todriven by growth in our auto loan portfolio partially offset by the continued run-off of our acquired home loan portfolio.
due to higher originations.
Deposits: Period-end deposits increased by $9.2$6.6 billion to $181.9$256.4 billion as of December 31, 20162021 from December 31, 2015 as a result of strong growth in our deposit products that are sold directly to both existing and new customers.
2020 primarily driven by increased consumer savings.
Net Charge-Off and Delinquency Metrics: The net charge-off rate increaseddecreased by 1250 basis points to 1.15%0.37% in 20162021 compared to 2015. The increase reflects the greater portion of auto loans2020 primarily driven by strong credit performance in our total consumer bankingauto loan portfolio, which generally have higher charge-off rates than other products within this portfolio. including the impact of auction price favorability.
The 30+ day delinquency rate was flat at 4.67%decreased by 34 basis points to 4.66% as of both December 31, 2016 and2021 from December 31, 2015.
2020 driven by growth and strong credit performance in our auto loan portfolio.
Commercial Banking Business
The primary sources of revenue for our Commercial Banking business are net interest income from loans and deposits and non-interest income earned from customer feesproducts and other transactions.services provided to our clients such as capital markets and treasury management. Because our Commercial Banking business has loans and investments that generate tax-exempt income, or tax credits or other tax benefits, we make certain reclassifications to present the revenues on a taxable-equivalent basis. Expenses primarily consist of the provision for credit losses and operating costs and marketing expenses.costs.
Our Commercial Banking business generated net income from continuing operations of $676 million, $575$1.5 billion, $65 million and $570$621 million in 2017, 20162021, 2020 and 2015,2019 respectively.
Table 1110 summarizes the financial results of our Commercial Banking business and displays selected key metrics for the periods indicated.

64Capital One Financial Corporation (COF)

Table 10: Commercial Banking Business Results
 Year Ended December 31,Change
(Dollars in millions, except as noted)2021202020192021 vs. 20202020 vs. 2019
Selected income statement data:
Net interest income$2,153 $2,048 $1,983 %%
Non-interest income1,148 923 831 24 11 
Total net revenue(1)
3,301 2,971 2,814 11 
Provision (benefit) for credit losses(2)
(519)1,181 306 **286 
Non-interest expense1,815 1,706 1,699 — 
Income from continuing operations before income taxes2,005 84 809 **(90)
Income tax provision473 19 188 **(90)
Income from continuing operations, net of tax$1,532 $65 $621 **(90)
Selected performance metrics:
Average loans held for investment:
Commercial and multifamily real estate$30,980 $31,135 $29,608 — 
Commercial and industrial45,146 45,819 42,863 (1)
Total commercial lending76,126 76,954 72,471 (1)
Small-ticket commercial real estate— — 69 — **
Total commercial banking$76,126 $76,954 $72,540 (1)
Average yield on loans held for investment(1)(3)
2.74 %3.13 %4.51 %(39)bps(138)bps
Average deposits$42,350 $35,468 $31,229 19 %14 %
Average deposits interest rate0.14 %0.40 %1.18 %(26)bps(78)bps
Net charge-offs$2 $377 $156 (99)%142 %
Net charge-off rate 0.49 %0.22 %**27 bps
(Dollars in millions, except as noted)December 31, 2021December 31, 2020Change
Selected period-end data:
Loans held for investment:
Commercial and multifamily real estate$35,262 $30,681 15 %
Commercial and industrial49,660 45,099 10 
Total commercial banking$84,922 $75,780 12 
Nonperforming loan rate0.82 %0.86 %(4)bps
Nonperforming asset rate(4)
0.82 0.86 (4)
Allowance for credit losses(2)
$1,167 $1,658 (30)%
Allowance coverage ratio1.37 %2.19 %(82)bps
Deposits$44,809$39,590 13 %
Loans serviced for others48,56244,162 10 
__________
(1)Some of our commercial investments generate tax-exempt income, tax credits or other tax benefits. Accordingly, we present our Commercial Banking revenue and yields on a taxable-equivalent basis, calculated using the federal statutory tax rate of 21% and state taxes where applicable, with offsetting reductions to the Other category.
(2)The provision for losses on unfunded lending commitments is included in the provision for credit losses in our consolidated statements of income and the related reserve is included in other liabilities on our consolidated balance sheets. Our reserve for unfunded lending commitments totaled $165 million, $195 million, and $130 million as of December 31, 2021, 2020, and 2019, respectively.
(3)Average yield is calculated based on interest income for the period divided by average loans during the period and does not include any allocations, such as funds transfer pricing.
(4)Nonperforming assets consist of nonperforming loans and other foreclosed assets. The total nonperforming asset rate is calculated based on total nonperforming assets divided by the combined period-end total loans held for investment and other foreclosed assets.
**    Not meaningful.
6165Capital One Financial Corporation (COF)


Table 11: Commercial Banking Business Results
  Year Ended December 31, Change
(Dollars in millions, except as noted) 2017 2016 2015 2017 vs. 2016 2016 vs. 2015
Selected income statement data:          
Net interest income $2,261
 $2,216
 $1,865
 2 % 19 %
Non-interest income 708
 578
 487
 22
 19
Total net revenue(1)
 2,969
 2,794
 2,352
 6
 19
Provision (benefit) for credit losses(2)
 301
 483
 302
 (38) 60
Non-interest expense 1,603
 1,407
 1,156
 14
 22
Income from continuing operations before income taxes 1,065
 904
 894
 18
 1
Income tax provision 389
 329
 324
 18
 2
Income from continuing operations, net of tax $676
 $575
 $570
 18
 1
Selected performance metrics:          
Average loans held for investment:(3)
          
Commercial and multifamily real estate $27,370
 $25,821
 $23,728
 6
 9
Commercial and industrial 39,606
 38,852
 28,349
 2
 37
Total commercial lending 66,976
 64,673
 52,077
 4
 24
Small-ticket commercial real estate 442
 548
 692
 (19) (21)
Total commercial banking $67,418
 $65,221
 $52,769
 3
 24
Average yield on loans held for investment(1)(4)
 3.87% 3.47% 3.21 % 40bps 26bps
Average deposits $33,947
 $33,841
 $33,058
 
 2 %
Average deposits interest rate 0.39% 0.28% 0.25 % 11bps 3bps
Net charge-offs $465
 $292
 $47
 59 % **
Net charge-off rate 0.69% 0.45% 0.09 % 24bps 36bps
           
(Dollars in millions, except as noted) December 31, 2017 December 31, 2016 Change    
Selected period-end data:          
Loans held for investment:(3)
          
Commercial and multifamily real estate $26,150
 $26,609
 (2)%    
Commercial and industrial 38,025
 39,824
 (5)    
Total commercial lending 64,175
 66,433
 (3)    
Small-ticket commercial real estate 400
 483
 (17)    
Total commercial banking $64,575
 $66,916
 (3)    
Nonperforming loan rate 0.44% 1.53% (109)bps    
Nonperforming asset rate(5)
 0.52
 1.54
 (102)    
Allowance for loan and lease losses(2)
 $611
 $793
 (23)%    
Allowance coverage ratio 0.95% 1.19% (24)bps    
Deposits $33,938
 $33,866
 
    
Loans serviced for others 27,764
 22,321
 24 %    
__________
(1)
Some of our commercial investments generate tax-exempt income or tax credits. Accordingly, we make certain reclassifications within our Commercial Banking business results to present revenues and yields on a taxable-equivalent basis, calculated assuming an effective tax rate approximately equal to our federal statutory tax rate (35% for all periods presented), with offsetting reductions to the Other category.
(2)
The provision for losses on unfunded lending commitments is included in the provision for credit losses in our consolidated statements of income and the related reserve for unfunded lending commitments is included in other liabilities on our consolidated balance sheets. Our reserve for unfunded lending commitments totaled $117 million, $129 million and $161 million as of December 31, 2017, 2016 and 2015, respectively.
(3)
Average commercial banking loans held for investment includes PCI loans of $540 million, $770 million and $215 million in 2017, 2016 and 2015, respectively. Period-end commercial banking loans held for investment includes PCI loans of $480 million and $613 million as of December 31, 2017 and 2016, respectively.

62Capital One Financial Corporation (COF)


(4)
Average yield on loans held for investment is calculated by dividing interest income for the period by average loans held for investment during the period. Interest income excludes various allocations including funds transfer pricing that assigns certain balance sheet assets, deposits and other liabilities and their related revenue and expenses attributable to each business segment.
(5)
Nonperforming assets consist of nonperforming loans, real estate owned (“REO”) and other foreclosed assets. The total nonperforming asset rate is calculated based on total nonperforming assets divided by the combined period-end total loans held for investment, REO and other foreclosed assets.
**Change is not meaningful.
Key factors affecting the results of our Commercial Banking business for 20172021 compared to 2016,2020, and changes in financial condition and credit performance between December 31, 20172021 and December 31, 20162020 include the following:
Net Interest Income: Net interest income was substantially flat at $2.3increased by $105 million to $2.2 billion in 2017.
2021 primarily driven by growth across our loan portfolios and higher average deposit balances, partially offset by a one-time charge for unwinding the internal funding related to moving $1.5 billion in loans to held for sale in the second quarter of 2021.
Non-Interest Income: Non-interest income increased by $130$225 million to $708 million$1.1 billion in 2017 primarily2021 driven by:by higher activity in our capital markets business.
higher revenue from our commercial investments that generate tax credits; and
higher service charges and other customer-related fees as a result of increased activity across a broad range of products and services provided to our commercial customers.
Provision for Credit Losses: The provision Provision for credit losses decreased by $182$1.7 billion to a benefit of $519 million in 2021 resulting from allowance releases due to an improved economic outlook and improvement in our energy loan portfolio, compared to allowance builds in 2020 driven by expectations of economic worsening at the start of the COVID-19 pandemic as well as credit deterioration in our energy loan portfolio.
Non-Interest Expense: Non-interest expense increased by $109 million to $301 million$1.8 billion in 20172021 primarily driven by stabilizing industry conditions impacting our oilcontinued investment in our growth strategies, as well as infrastructure and gas lending portfolio compared to adverse industry conditions in the prior year.
technology.
Non-Interest Expense: Non-interest expense increased by $196 million to $1.6 billion in 2017 primarily driven by higher operating expenses associated with growth and continued investments in technology and other business initiatives.
Loans Held for Investment: Period-end loans held for investment decreased by $2.3 billion to $64.6 billion as of December 31, 2017 from December 31, 2016 primarily due to:
paydowns in our commercial and industrial loan portfolios;
charge-offs in our taxi medallion lending portfolio; and
the transfer of the substantial majority of our remaining taxi medallion lending portfolio from loans held for investment to loans held for sale.
AveragePeriod-end loans held for investment increased by $2.2$9.1 billion to $67.4$84.9 billion in 2017 compared to 2016 primarilyas of December 31, 2021 from December 31, 2020 driven by growth across our commercial loan portfolios.portfolio.
Average loans held for investment decreased by $828 million to $76.1 billion in 2021 compared to 2020 driven by higher utilization of credit lines in 2020 due to the COVID-19 pandemic.
Deposits: Period-end deposits were substantially flat at $33.9increased by $5.2 billion to $44.8 billion as of December 31, 2017.
2021 from December 31, 2020 primarily driven by elevated client liquidity.
Net Charge-Off and Nonperforming Metrics: The net charge-off rate increaseddecreased by 2449 basis points to 0.69%0.00% in 2017 compared to 20162021 primarily driven by higherlower net charge-offs in our taxi medallion lending portfolio resulting from declines in taxi medallion values.
energy loan portfolio.
The nonperforming loan rate decreased by 1094 basis points to 0.44%0.82% as of December 31, 20172021 from December 31, 2016 primarily due to:
a combination of improved credit risk ratings, charge-offs and paydowns in our oil and gas portfolio; and
charge-offs in our taxi medallion lending portfolio resulting from declines in taxi medallion values and the impact of transferring the substantial majority of our remaining taxi medallion lending portfolio, which was downgraded to nonperforming classification in the third quarter of 2017, from loans held for investment to loans held for sale.
Key factors affecting the results of our Commercial Banking business for 2016 compared to 2015, and changes in financial condition and credit performance between December 31, 2016 and December 31, 2015 include the following:
Net Interest Income: Net interest income increased by $351 million to $2.2 billion in 2016 primarily2020 driven by growth and improvements in our energy loan growth, including loans obtained in the HFS acquisition.

63Capital One Financial Corporation (COF)

Table of Contents

Non-Interest Income: Non-interest income increased by $91 million to $578 million in 2016 primarily driven by fee-based services, including impacts from the HFS acquisition, and products attributable to our multifamily finance business.
Provision for Credit Losses: The provision for credit losses increased by $181 million to $483 million in 2016 primarily driven by higher charge-offs,portfolio, partially offset by a smaller allowance build, due to continued adverse industry conditions impacting our taxi medallion and oil and gas lending portfolios.
Non-Interest Expense: Non-interest expense increased by $251 million to $1.4 billion in 2016 driven by higher operating expenses due to costs associated with the HFS acquisition and continued growthisolated credit downgrades in our Commercial Banking business.
real estate portfolio.
Loans Held for Investment: Period-end loans held for investment increased by $3.7 billion to $66.9 billion as of December 31, 2016 from December 31, 2015 driven by growth in our commercial loan portfolios. Average loans held for investment increased by $12.5 billion to $65.2 billion in 2016 compared to 2015 primarily driven by the HFS acquisition and growth in our commercial loan portfolios.
Deposits: Period-end deposits decreased by $391 million to $33.9 billion as of December 31, 2016 from December 31, 2015.
Net Charge-Off and Nonperforming Metrics: The net charge-off rate increased by 36 basis points to 0.45% in 2016 compared to 2015, reflecting rising losses in our taxi medallion and oil and gas lending portfolios. Increased credit risk rating downgrades in these same lending portfolios resulted in the nonperforming loan rate increasing by 66 basis points to 1.53% as of December 31, 2016 from December 31, 2015.
Other Category
Other includes unallocated amounts related to our centralized Corporate Treasury group activities, such as management of our corporate investment securities portfolio, asset/liability management and certain capital management activities. Other also includes:
foreign exchange-rate fluctuations on foreign currency-denominated balances;
unallocated corporate revenue and expenses that do not directly support the operations of the business segments or for which the business segments are not considered financially accountable in evaluating their performance, such as certain restructuring charges;
offsets related to certain line-item reclassifications; and
residual tax expense or benefit to arrive at the consolidated effective tax rate that is not assessed to our primary business segments.segments; and
foreign exchange-rate fluctuations on foreign currency-denominated balances.
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Table 1211 summarizes the financial results of our Other category for the periods indicated.
Table 12: 11: Other Category Results
  Year Ended December 31, Change
(Dollars in millions) 2017 2016 2015 2017 vs. 2016 2016 vs. 2015
Selected income statement data:          
Net interest income $171
 $193
 $53
 (11)% **
Non-interest income (5) (63) (39) (92) 62 %
Total net revenue(1)
 166
 130
 14
 28
 **
Provision (benefit) for credit losses 4
 (5) (2) **
 150
Non-interest expense 442
 309
 312
 43
 (1)
Income (loss) from continuing operations before income taxes (280) (174) (296) 61
 (41)
Income tax provision (benefit) 1,289
 (339) (350) **
 (3)
Income (loss) from continuing operations, net of tax $(1,569) $165
 $54
 **
 **
__________
(1)
Some of our commercial investments generate tax-exempt income or tax credits. Accordingly, we make certain reclassifications within our Commercial Banking business results to present revenues and yields on a taxable-equivalent basis, calculated assuming an effective tax rate approximately equal to our federal statutory tax rate (35% for all periods presented), with offsetting reductions to the Other category.
**Change is not meaningful.

 Year Ended December 31,Change
(Dollars in millions)2021202020192021 vs. 20202020 vs. 2019
Selected income statement data:
Net interest income (loss)$(504)$(149)$164 ****
Non-interest income (loss)(244)398 (109)****
Total net revenue (loss)(1)
(748)249 55 ****
Provision (benefit) for credit losses(2)— ****
Non-interest expense423 700 422 (40)%66 %
Loss from continuing operations before income taxes(1,169)(454)(367)157 24 
Income tax benefit(597)(378)(353)58 
Loss from continuing operations, net of tax$(572)$(76)$(14)****
__________
(1)Some of our commercial investments generate tax-exempt income, tax credits or other tax benefits. Accordingly, we present our Commercial Banking revenue and yields on a taxable-equivalent basis, calculated using the federal statutory tax rate of 21% and state taxes where applicable, with offsetting reductions to the Other category.
**    Not meaningful.
Loss from continuing operations increased by $496 million to a loss of $572 million in 2021, primarily driven by the absence of a $535 million gain on our equity investment in Snowflake Inc. in 2020, lower net interest income due to the declines in interest rates and higher deposits. These drivers were partially offset by lower legal reserve builds in non-interest expense and an increase in income tax benefit due to a higher pre-tax loss and the impact of the tax credits.
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Net loss from continuing operations recorded in the Other category was $1.6 billion in 2017 compared to net income of $165 million in 2016. The loss in 2017 was primarily driven by:
charges associated with the estimated impacts of the Tax Act; and
higher operating expenses associated with restructuring activities, which primarily consisted of severance and related benefits pursuant to our ongoing benefit programs, that are the result of exiting certain business activities and locations, as well as the realignment of resources supporting our businesses.
Net income from continuing operations recorded in the Other category was $165 million in 2016 compared to $54 million in 2015. The increase in 2016 was primarily driven by:
higher net interest income due to balance sheet growth, as well as the impact of rates on our other treasury-related activities; and
lower restructuring charges for severance and related benefits pursuant to our ongoing benefit programs as a result of the realignment of our workforce.
These drivers were partially offset by:
higher bank optimization charges and an impairment charge associated with certain acquired intangible and software assets within non-interest expense;
lower non-interest income due to rate-driven hedge ineffectiveness; and
a reduced income tax benefit as a result of higher income before taxes and increased discrete tax expense, partially offset by increased tax credits.
CRITICAL ACCOUNTING POLICIES AND ESTIMATES
The preparation of financial statements in accordance with U.S. GAAP requires management to make a number of judgments, estimates and assumptions that affect the amount of assets, liabilities, income and expenses on the consolidated financial statements. Understanding our accounting policies and the extent to which we use management judgment and estimates in applying these policies is integral to understanding our financial statements. We provide a summary of our significant accounting policies under Note“Note 1—Summary of Significant Accounting PoliciesPolicies”.
We have identified the following accounting policiesestimates as critical because they require significant judgments and assumptions about highly complex and inherently uncertain matters and the use of reasonably different estimates and assumptions could have a material impact on our results of operations or financial condition. TheseOur critical accounting policies govern:and estimates are as follows:
Loan loss reserves
Asset impairmentGoodwill
Fair value of financial instruments
Customer rewards reserve
We evaluate our critical accounting estimates and judgments on an ongoing basis and update them as necessary, based on changing conditions. Management has discussed our critical accounting policies and estimates with the Audit Committee
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Loan Loss Reserves
We maintain an allowance for loan and leasecredit losses that represents management’s current estimate of incurred loan and leaseexpected credit losses inherent in our credit card, consumer banking and commercial banking loans held for investment portfolios as of each balance sheet date. We also separately reserve for binding unfunded lending commitments lettersthat are not unconditionally cancellable. For all such loans and unfunded lending commitments, our estimate of expected credit losses includes a reasonable and financial guarantees.

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one year and then reverts over a one-year period to historical losses at each relevant loss component of the estimate. We build our allowance for loan and leasecredit losses and reserve for unfunded lending commitments through the provision for credit losses. Our provision for credit losses, in each periodwhich is driven by charge-offs, changes in the allowance for credit losses and changes in the reserve for unfunded lending commitments. The allowance for credit losses was $11.4 billion as of December 31, 2021, compared to $15.6 billion as of December 31, 2020. In periods prior to 2020, the allowance for loan and lease losses represented management’s estimate of incurred loan and changes tolease losses as fully described in “Note 1—Summary of Significant Accounting Policies” in our Annual Report on Form 10-K for the reserve for unfunded lending commitments. We recorded a provision for credit losses of $7.6 billion, $6.5 billion and $4.5 billion in 2017, 2016 and 2015, respectively.fiscal year ended December 31, 2019.
We have an established process, using analytical tools and management judgment, to determine our allowance for loan and lease losses. Losses are inherent in our loan portfolios and we calculate the allowance for loan and lease losses by estimating incurred losses for segments of our loan portfolios with similar risk characteristics and record a provision for credit losses. The allowance totaled $7.5 billion asSignificant management judgement is required to determine the relevant information and estimation methods used to arrive at our best estimate of December 31, 2017, compared to $6.5 billion as of December 31, 2016.
We review and assess our allowance methodologies and adequacy oflifetime losses. Establishing the allowance for loan and lease losses on a quarterly basis. Our assessmentbasis involves evaluating both credit and macroeconomic variables. The macroeconomic forecast used to inform both quantitative and qualitative components of our allowance for credit losses estimate is sensitive to variables that impact borrowers’ ability to pay, such as the U.S. Unemployment Rate, and the U.S. Real Gross Domestic Product (“GDP”) Rate assumptions.
In addition to macroeconomic factors, many credit factors inform our allowance for credit losses, including, but not limited to, historical loss and recovery experience, recent trends in delinquencies and charge-offs, risk ratings, the impact of bankruptcy filings, the value of collateral underlying secured loans, account seasoning, changes in our credit evaluation, underwriting and collection management policies, seasonality, credit bureau scores, current general economic conditions, changes in the legal and regulatory environment and uncertainties in forecasting and modeling techniques used in estimating our allowance for loan and leasecredit losses. Key factors that
We have a significant impact ongovernance framework intended to ensure that our estimate of the allowance for credit losses is appropriate. Our governance framework provides for oversight of methods, models, qualitative adjustments, process controls and results. At least quarterly, representatives from the Finance and Risk Management organizations review and assess our allowance for loan and lease losses includemethodologies, key assumptions about unemployment rates, home prices and the valuationappropriateness of commercial propertiesthe allowance for credit losses.
Groups independent of our estimation functions participate in the review and other collateral, consumer real estatevalidation process. Tasks performed by these groups include periodic review of the rationale for and automobiles.quantification of inputs requiring judgment as well as adjustments to results.
We have a model policy, established by an independent Model Risk Office, which governs the validation of models and related supporting documentation to ensure the appropriate use of models for estimating credit losses. The Model Risk Office validates all models and requires ongoing monitoring of their performance.
In addition to the allowance for loan and leasecredit losses, on a quarterly basis, we review and assess our estimate of probableexpected losses related to binding unfunded lending commitments such as letters of credit and financial guarantees, and unfunded loan commitments on a quarterly basis.that are not unconditionally cancellable. The factors impacting our assessment generally align with those considered in our evaluation of the allowance for loan and leasecredit losses for the Commercial Banking business. Changes to theThe reserve for losses on unfunded lending commitments is included in other liabilities on the consolidated balance sheets and changes to it are recorded through the provision for credit losses in the consolidated statements of income and to other liabilities on the consolidated balance sheets.income.
Although we examine a variety of externally available data, as well as our internal loan performance data, to determine our allowance for loan and leasecredit losses and reserve for unfunded lending commitments, our estimation process is subject to risks and uncertainties, including a reliance on historical loss and trend information that may not be representative of current conditions and indicative of future performance.performance as well as economic forecasts that may not align with actual future economic conditions. Accordingly, our actual credit loss experience may not be in line with our expectations. We provide additional information on the methodologies and key assumptions used in determining our allowance for loan and leasecredit losses for each of our loan portfolio segments in “Note 1—Summary of Significant Accounting Policies.” We provide information on the components of our allowance, disaggregated by impairment methodology,operating segment, and changes in our allowance in “Note 5—4—Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending Commitments.”
Finance Charge and Fee Reserves
Finance charges and fees on credit card loans, net
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We reserve for the uncollectible are included in loan receivables and revenue when the finance charges and fees are earned. We continue to accrue finance charges and fees on credit card loans until the account is charged-off; however, when we do not expect full payment of billed finance charges and fees, we reduce the balance of our credit card loan receivables by the amountportion of finance charges and fees billed but not expectedrelated to be collected and exclude this amount from revenue. Total net revenue was reduced by $1.4 billion, $1.1 billion and $732 millioncredit card loan receivables in 2017, 2016 and 2015, respectively,the allowance for the estimated uncollectible amount of billed finance charges and fees. The finance charge and fee reserve totaled $491 million as of December 31, 2017, compared to $402 million as of December 31, 2016.
We review and assess the adequacy of the uncollectible finance charge and fee reserve on a quarterly basis.credit losses. Our methodology for estimating the uncollectible portion of billed finance charges and fees is consistent with the methodology we use to estimate the allowance for incurredcredit losses on the principal portion of our credit card loan receivables.
Asset Impairment
In addition to our loan portfolio, we review other assets for impairment on a regular basis in accordance with applicable impairment accounting guidance. This process requires significant management judgment and involves various estimates and assumptions. Below we describe our process for assessing impairment of goodwill and intangible assets and the key estimates and assumptions involved in this process.

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Goodwill and Intangible Assets
Goodwill represents the excess of the fair value of the consideration transferred, plus the fair value of any non-controlling interests in the acquiree, over the fair value of the net assets acquired and liabilities assumed as of the acquisition date.
Goodwill totaled $14.5$14.8 billion as of both December 31, 2017 and 2016. Intangible assets, which we report on our consolidated balance sheets as a component of other assets, consist primarily of purchased credit card relationships (“PCCR”), core deposit and other intangibles. The net carrying amount of intangible assets decreased to $421 million$14.7 billion as of December 31, 2017, from $665 million as of December 31, 2016 primarily due to amortization. Goodwill2021 and intangible assets together represented 4% of our total assets as of both December 31, 2017 and 2016.2020, respectively. We did not recognize any goodwill impairment in 2017, 2016 or 2015.2021 and 2020. See “Note 7—6—Goodwill and Other Intangible Assets” for additional information.
Goodwill
We perform our goodwill impairment test annually on October 1 at a reporting unit level. We are also required to test goodwill for impairment whenever events or circumstances makeindicate it is more-likely-than-not that an impairment may have occurred. In 2017, we hadAn impairment of a reporting unit’s goodwill is determined based on the amount by which the reporting unit’s carrying value exceeds its fair value, limited to the amount of goodwill allocated to the reporting unit. We have four reporting units: Credit Card, Auto Finance, Other Consumer Banking and Commercial Banking.
The goodwill impairment test is a two-step process. The first step involves a comparison of the estimated fair value of a reporting unit to its carrying amount, including goodwill. If the estimated fair value exceeds its carrying amount, goodwill of the reporting unit is not impaired and the second step is not necessary. If the estimated fair value of a reporting unit is below its carrying amount, then the second step, which requires measurement of any potential impairment, must be performed. The second step of goodwill impairment testing requires an extensive effort to build the specific reporting unit’s balance sheet for the test based on applicable accounting guidance.
For the purpose of our goodwill impairment testing, we calculate the carrying amount of a reporting unit using an allocated capital approach based on each reporting unit’s specific regulatory capital requirements, economic capital requirements and underlying risks. The carrying amount for a reporting unit is the sum of its respective capital requirements, goodwill and other intangibles balances. We then compare the carrying amount to our total consolidated stockholders’ equity to assess the reasonableness of our methodology. The total carrying amount of our four reporting units was $43.6 billion, as compared to consolidatedConsolidated stockholder’s equity in excess of $50.2 billion asthe sum of October 1, 2017. The $6.6 billion excess in consolidated stockholder’s equity was primarily attributable toall reporting unit’s capital allocated to our Other category and otherrequirements that is not identified for future capital needs, such as dividends.dividends, share buybacks or other strategic initiatives, is allocated to the reporting units and the Other category and assumed distributed to equity holders in future periods.
Determining the fair value of a reporting unit and the associated assets, liabilities and intangible assets, is a subjective process that requires the use of estimates and the exercise of significant judgment. TheWe calculate the fair value of theour reporting units was calculated using a discounted cash flow (“DCF”) calculation, a form of the income approach. This income approachDCF calculation useduses projected cash flows based on each reporting unit’s internal forecast and the perpetuity growth method to calculate terminal values. Our DCF analysiscalculation requires management to make estimates about future loan, deposit and revenue growth, as well as credit losses and capital rates. These cash flows and terminal values wereare then discounted using discount rates based on our external cost of equitycapital with adjustments for the risk inherent in each reporting unit. Discount rates used for our reporting units ranged from 8.4% to 12.1%, and we applied a terminal year long-term growth rate of 4.0% to all reporting units. The reasonableness of theour DCF approach was assessedcalculation is assessed by reference to a market-based approach using comparable market multiples and recent market transactions where available. The results of the 20172021 annual impairment test for the Credit Card, Auto, Other Consumer Banking and Commercial Banking reporting units indicated that the estimated fair values of these fourthe Commercial Banking, Credit Card, Auto Finance, and Other Consumer Banking reporting units substantially exceeded their carrying amounts.amounts by between 44% and 131%.
By definition, assumptionsAssumptions used in estimating the fair value of a reporting unit are judgmental and inherently uncertain. A significant change in the economic conditions of a reporting unit, such as declines in business performance from industry or macroeconomic trends or from changes in our strategy, adverse impacts to loan or deposit growth trends, decreases in revenue, increases in expenses, increases in credit losses, increases in capital requirements, deterioration inof market conditions, declines in long-term growth expectations, adverse estimatesimpacts of regulatory or legislative changes or increases in the estimated cost of equity,capital, including if these conditions are merely forecasted to occur in future periods, could cause the estimated fair values of our reporting units to decline in the future, and increase the risk of a goodwill impairment charge to earnings in a future period.

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Intangible Assets
Intangible assets with definitive useful lives are amortized over their estimated lives and evaluated for potential impairment whenever events or changes in circumstances suggest that an asset’s or asset group’s carrying amount may not be fully recoverable. An impairment loss, generally calculated as the difference between the estimated fair value and the carrying amount of an asset or asset group, is recognized if the sum of the estimated undiscounted cash flows relating to the asset or asset group is less than the corresponding carrying amount. There was no meaningful impairment of intangible assets in 2017 or 2015. We recorded an impairment charge of $17 million in 2016 related primarily to our brokerage relationship intangibles.
See “Note 7—Goodwill and Intangible Assets” for additional information.
Fair Value
Fair value, also referred to as an exit price, is defined as the price that would be received for an asset or paid to transfer a liability in an orderly transaction between market participants on the measurement date. The fair value accounting guidance provides a three-level fair value hierarchy for classifying financial instruments. This hierarchy is based on the markets in which the assets or liabilities trade and whether the inputs to the valuation techniques used to measure fair value are observable or unobservable. FairThe fair value measurement of a financial asset or liability is assigned a level based on the lowest level of any input that is significant to the fair value measurement in its entirety. The three levels of the fair value hierarchy are described below:
Level 1: QuotedValuation is based on quoted prices (unadjusted) in active markets for identical assets or liabilitiesliabilities.
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Level 2: ObservableValuation is based on observable market-based inputs other than Level 1 prices, such as quoted prices for similar assets or liabilities, quoted prices in markets that are not active, marketsor other inputs that are observable or can be corroborated by observable market data for identicalsubstantially the full term of the assets or liabilitiesliabilities.
Level 3: Unobservable inputsValuation is generated from techniques that use significant assumptions not observable in the market. Valuation techniques include pricing models, discounted cash flow methodologies or similar techniques.
The degree of management judgment involved in determining the fair value of a financial instrument is dependent upon the availability of quoted prices in active markets or observable market parameters. When quoted prices and observable data in active markets are not fully available, management judgment is necessary to estimate fair value. Changes in market conditions, such as reduced liquidity in the capital markets or changes in secondary market activities, may reduce the availability and reliability of quoted prices or observable data used to determine fair value.
We have developed policies and procedures to determine when markets for our financial assets and liabilities are inactive if the level and volume of activity has declined significantly relative to normal conditions. If markets are determined to be inactive, it may be appropriate to adjust price quotes received. When significant adjustments are required to price quotes or inputs, it may be appropriate to utilize an estimate based primarily on unobservable inputs.
Significant judgment may be required to determine whether certain financial instruments measured at fair value are classified as Level 2 or Level 3. In making this determination, we consider all available information that market participants use to measure the fair value of the financial instrument, including observable market data, indications of market liquidity and orderliness, and our understanding of the valuation techniques and significant inputs used. Based upon the specific facts and circumstances of each instrument or instrument category, judgments are made regarding the significance of the Level 3 inputs to the instruments’ fair value measurement in its entirety. If Level 3 inputs are considered significant, the instrument is classified as Level 3. The process for determining fair value using unobservable inputs is generally more subjective and involves a high degree of management judgment and assumptions. We discuss changes in the valuation inputs and assumptions used in determining the fair value of our financial instruments, including the extent to which we have relied on significant unobservable inputs to estimate fair value and our process for corroborating these inputs, in “Note 17—16—Fair Value Measurement.”
Fair Value Measurement
We have a governance framework and a number of key controls that are intended to ensure that our fair value measurements are appropriate and reliable. Our governance framework provides for independent oversight and segregation of duties. Our control processes include review and approval of new transaction types, price verification, and review of valuation judgments, methods, models, process controls and results.
Groups independent of our trading and investing functions participate in the review and validation process. Tasks performed by these groups include periodic verification of fair value measurements to determine if assigned fair values are reasonable, including comparing prices from vendor pricing services to other available market information.

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Our Fair Value Committee (“FVC”), which includes representation from business areas, Risk Management and Finance, divisions, provides guidance and oversight to ensure an appropriate valuation control environment. The FVC regularly reviews and approves our fair valuations to ensure that our valuation practices are consistent with industry standards and adhere to regulatory and accounting guidance.
We have a model policy, established by an independent Model Risk Office, which governs the validation of models and related supporting documentation to ensure the appropriate use of models for pricing and fair value measurements. The Model Risk Office validates all models and providesrequires ongoing monitoring of their performance.
The fair value governance process is set up in a manner that allows the Chairperson of the FVC to escalate valuation disputes that cannot be resolved by the FVC to a more senior committee called the Valuations Advisory Committee (“VAC”) for resolution. The VAC is chaired by the Chief Financial Officer and includes other members of senior management.management. The VAC is only required to conveneconvenes to review escalated valuation disputes. There were no disputes for the years ended December 31, 2021 and 2020.
Customer Rewards Reserve
We offer products, primarily credit cards, which include programs that allow members to earn rewards based on account activity that can be redeemed for cash (primarily in the form of statement credits), gift cards, airline ticketstravel, or merchandise, based on account activity.covering eligible charges. The amount of rewards that a customer earns varies based on the terms and conditions of the rewards program and product. The majority of our rewards do not expire and there is no limit on the amount of rewards an eligible card member can
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earn. Customer rewards costs, which we generally record as an offset to interchange income, are driven by various factors such as card member purchase volume, the terms and conditions of the rewards program and rewards redemption cost. We establish a customer rewards reserve that reflects management’s judgment regarding rewards earned that are expected to be redeemed and the estimated redemption cost.
We use financial models to estimate ultimate redemption rates of rewards earned to date by current card members based on historical redemption trends, current enrollee redemption behavior, card product type, year of program enrollment, enrollment tenure and card spend levels. Our current assumption is that the vast majority of all rewards earned will eventually be redeemed. We use athe weighted-average redemption cost during the previous twelve months, adjusted as appropriate for recent changes in redemption costs, including changes related to the mix of rewards redeemed, to estimate future redemption costs. We continually evaluate our reserve and assumptions based on developments in redemption patterns, changes to the terms and conditions of the rewards program and other factors. ChangesWhile the rewards liability is sensitive to changes in assumptions for redemption rates and costs and involves management judgment, we believe portfolio characteristics and historical performance are the ultimatebest indication of future reward redemption ratebehavior and weighted-average redemption cost haveare the effect of either increasing or decreasing the reserve through the current period provision by an amount estimated to cover the cost of all rewards earned but not yet redeemed by card members as of the end of the reporting period.primary basis for our estimate. We recognized customer rewards expense of $3.7 billion, $3.2 billion and $2.7$6.4 billion in 2017, 20162021 and 2015, respectively.$4.9 billion in both 2020and 2019. Our customer rewards liability,reserve, which is included in other liabilities on our consolidated balance sheets, totaled $3.9$6.2 billion and $3.6$5.4 billion as of December 31, 20172021 and 2016,2020, respectively.
ACCOUNTING CHANGES AND DEVELOPMENTS
In connection with the enactment of the Tax Act, the SEC issued Staff Accounting Bulletin No. 118, Income Tax Accounting Implications of the Tax Cuts and Jobs Act to express the views of the Staff of the SEC’s Division of Corporation Finance regarding application of Accounting Standards Codification Topic 740, Income Taxes, (“Topic 740”) in the reporting period that includes the date the Tax Act was signed into law. This bulletin states that the financial statements which include the reporting period in which the Tax Act was signed into law, should reflect the income tax impactsIssued but Not Adopted as of the Tax ActDecember 31, 2021
There were no relevant new accounting standards issued but not adopted as of December 31, 2021 See “Note 1—Summary of Significant Accounting Policies” for whichinformation on the accounting under Topic 740 is complete. To the extent the accounting under Topic 740 is not complete, but a reasonable estimate of the impacts can be determined, such an estimate should be includedstandards we adopted in the financial statements as a provisional amount. For any specific tax impacts for which a reasonable estimate cannot be determined, a provisional amount should not be reported and Topic 740 should be applied using the provisions of the tax laws that were in effect immediately before the Tax Act.
The bulletin sets forth a measurement period which begins in the reporting period that includes the date the Tax Act was signed into law and ends when the accounting under Topic 740 is complete, subject to a maximum length of one year. During this measurement period, adjustments to provisional amounts may need to be reflected based on facts and circumstances that existed as of the date the Tax Act was signed into law that, if known, would have affected the income tax impacts initially reported as provisional. Finally, the bulletin requires disclosures for any income tax impacts of the Tax Act that are accounted for under a measurement period approach.

2021.
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Under this bulletin, we have determined that we are able to make reasonable estimates for certain effects of the Tax Act for the year ended December 31, 2017. Accordingly, we have recognized provisional amounts for the impacts of the Tax Act based on these reasonable estimates. However, as of the date of this Form 10-K, we are continuing to evaluate the accounting impacts of the Tax Act as we continue to assemble and analyze all the information required to prepare and analyze these effects and await additional guidance from the U.S. Treasury Department, Internal Revenue Service, or other standard-setting bodies. We continue to assess information relating to these amounts, and with respect to the repatriation tax, we continue to assess its application in other jurisdictions. Additionally, we continue to analyze other information and regulatory guidance, and accordingly, we may record additional provisional amounts or adjustments to provisional amounts during the measurement period ending no later than December 2018.
We provide the additional disclosures required by this bulletin in “Note 16—Income Taxes.”
See “Note 1—Summary of Significant Accounting Policies” for information on accounting standards adopted in 2017, as well as recently issued accounting standards not yet required to be adopted and the expected impact of these changes in accounting standards.
CAPITAL MANAGEMENT
The level and composition of our capital are determined by multiple factors, including our consolidated regulatory capital requirements as described in more detail below and internal risk-based capital assessments such as internal stress testing and economic capital. The level and composition of our capital may also be influenced by rating agency guidelines, subsidiary capital requirements, the business environment, conditions in the financial markets and assessments of potential future losses due to adverse changes in our business and market environments.
Capital Standards and Prompt Corrective Action
WeThe Company and the Banks are subject to the regulatory capital adequacy standards adoptedrequirements established by the Federal Reserve Office ofand the Comptroller of the Currency (“OCC”) and Federal Deposit Insurance Corporation (“FDIC”) (collectively, the “Federal Banking Agencies”), including the capital rules that implemented the BaselOCC respectively (the “Basel III capital framework (“Capital Rules”). The Basel III Capital Rule”) developedRules implement certain capital requirements published by the Basel Committee on Banking Supervision (“Basel Committee”)., along with certain provisions of the Dodd-Frank Act and other capital provisions.
Following amendments to the Basel III Capital Rules in October 2019 to provide for tailored application of certain capital requirements across different categories of banking institutions (the “Tailoring Rules”), the Company, as a BHC with total consolidated assets of at least $250 billion but less than $700 billion and not exceeding any of the applicable risk-based thresholds, is a Category III institution.
The Banks, as subsidiaries of a Category III institution, are Category III banks. Moreover, the Banks, as insured depository institutions, are subject to prompt corrective action (“PCA”)PCA capital regulations.
In July 2013, the Federal Banking Agencies adoptedBasel III and United States Capital Rules
Under the Basel III Capital Rule, which, in addition to implementing the Basel IIIRules, we must maintain a minimum CET1 capital framework, also implemented certain Dodd-Frank Act and other capital provisions, and updated the PCA capital framework to reflect the new regulatory capital minimums. The Basel III Capital Rule amended both the Basel I and Basel II Advanced Approaches frameworks, establishedratio of 4.5%, a new common equity Tier 1 capital requirementratio of 6.0%, and set higher minimuma total capital ratio requirements.of 8.0%, in each case in relation to risk-weighted assets. In addition, we must maintain a minimum leverage ratio of 4.0% and a minimum supplementary leverage ratio of 3.0%. We refer to the amended Basel I framework as the “Basel III Standardized Approach,” and the amended Advanced Approaches framework as the “Basel III Advanced Approaches.”
At the end of 2012, we met one of the two independent eligibility criteria set by banking regulators for becomingare also subject to the Advanced Approaches capital rules. conservation buffer and countercyclical capital buffer requirements, as described below.
As a result, we have undertaken a multi-year process of implementing the Advanced Approaches regime for calculating risk-weighted assets and regulatory capital levels. We entered parallel run under Advanced Approaches onCategory III institution, effective January 1, 2015, during which2020, we are requiredno longer subject to calculate capital ratios under both the Basel III Standardized Approach and the Basel III Advanced Approaches thoughframework and certain associated capital requirements, and we continuehave elected to use the Standardized Approach for purposesexclude certain elements of meetingAOCI from our regulatory capital requirements.as permitted for a Category III institution. We remain subject to the countercyclical capital buffer requirement (which is currently set at 0%) and supplementary leverage ratio requirement of 3.0%.
G-SIBs that are based in the U.S. are subject to an additional CET1 capital requirement known as the “G-SIB Surcharge.” We are not a G-SIB based on the most recent available data and thus we are not subject to a G-SIB Surcharge.
Stress Capital Buffer Rule
The Basel III Capital Rule also introduced the supplementary leverage ratio for all Advanced ApproachesRules require banking organizations with a minimum requirement of 3.0%. The supplementary leverage ratio compares Tier 1 capital to total leverage exposure, which includes all on-balance sheet assets and certain off-balance sheet exposures, including derivatives and unused commitments. Given that we are in our Basel III Advanced Approaches parallel run, we calculate the ratio based on Tier 1 capital under the Standardized Approach. The minimum requirement for the supplementary leverage ratio became effective as of January 1, 2018. As an Advanced Approaches banking organization, however, we were required to calculate and publicly disclose our supplementary leverage ratio beginning in the first quarter of 2015.
The Market Risk Rule supplements both the Basel III Standardized Approach and the Basel III Advanced Approaches by requiring institutions subject to the Market Risk Rule to adjust their risk-based capital ratios to reflect the market risk in their trading portfolios. The Market Risk Rule generally applies to institutions with aggregate trading assets and liabilities equal to the lesser of (i) 10%

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or more of total assets or (ii) $1 billion or more. As of December 31, 2017, the Company and CONA are subject to the Market Risk Rule. See “MD&A—Market Risk Profile” below for additional information.
In October 2017, the Federal Banking Agencies proposed certain limited changes to the Basel III Capital Rule. There is uncertainty regarding how any of the proposed changes may impact the Basel III Standardized Approach and the Basel III Advanced Approaches. Additionally, in December 2017, the Basel Committee finalized certain modifications to the international Basel III capital standards, which would require rulemaking in the United States prior to becoming effective for United States banking organizations. There is uncertainty around which of those changes may be adopted in the United States and how those changes may impact the U.S. capital framework.
Table 13 provides a comparison of our regulatory capital ratios under the Basel III Standardized Approach subject to the applicable transition provisions, the regulatory minimum capital adequacy ratios and the PCA well-capitalized level for each ratio, where applicable, as of December 31, 2017 and 2016.
Table 13: Capital Ratios under Basel III(1)
  December 31, 2017 December 31, 2016
  Capital
Ratio
 Minimum
Capital
Adequacy
 Well-
Capitalized
 Capital
Ratio
 Minimum
Capital
Adequacy
 Well-
Capitalized
Capital One Financial Corp:            
Common equity Tier 1 capital(2)
 10.3% 4.5% N/A
 10.1% 4.5% N/A
Tier 1 capital(3)
 11.8
 6.0
 6.0% 11.6
 6.0
 6.0%
Total capital(4) 
 14.4
 8.0
 10.0
 14.3
 8.0
 10.0
Tier 1 leverage(5)
 9.9
 4.0
 N/A
 9.9
 4.0
 N/A
Supplementary leverage(6)
 8.4
 N/A
 N/A
 8.6
 N/A
 N/A
COBNA: 

          
Common equity Tier 1 capital(2)
 14.3
 4.5
 6.5
 12.0
 4.5
 6.5
Tier 1 capital(3)
 14.3
 6.0
 8.0
 12.0
 6.0
 8.0
Total capital(4) 
 16.9
 8.0
 10.0
 14.8
 8.0
 10.0
Tier 1 leverage(5)
 12.7
 4.0
 5.0
 10.8
 4.0
 5.0
Supplementary leverage(6)
 10.4
 N/A
 N/A
 8.9
 N/A
 N/A
CONA: 

          
Common equity Tier 1 capital(2)
 12.2
 4.5
 6.5
 10.6
 4.5
 6.5
Tier 1 capital(3)
 12.2
 6.0
 8.0
 10.6
 6.0
 8.0
Total capital(4) 
 13.4
 8.0
 10.0
 11.8
 8.0
 10.0
Tier 1 leverage(5)
 8.6
 4.0
 5.0
 7.7
 4.0
 5.0
Supplementary leverage(6)
 7.7
 N/A
 N/A
 6.9
 N/A
 N/A
__________
(1)
Capital ratios are calculated based on the Basel III Standardized Approach framework, subject to applicable transition provisions, such as the inclusion of the unrealized gains and losses on securities available for sale included in accumulated other comprehensive income (“AOCI”) and adjustments related to intangible assets other than goodwill. The inclusion of AOCI and the adjustments related to intangible assets are phased-in at 60% for 2016, 80% for 2017 and 100% for 2018.
(2)
Common equity Tier 1 capital ratio is a regulatory capital measure calculated based on common equity Tier 1 capital divided by risk-weighted assets.
(3)
Tier 1 capital ratio is a regulatory capital measure calculated based on Tier 1 capital divided by risk-weighted assets.
(4)
Total capital ratio is a regulatory capital measure calculated based on total capital divided by risk-weighted assets.
(5)
Tier 1 leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by adjusted average assets.
(6)
Supplementary leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by total leverage exposure.
The Company exceeded the minimum capital requirements and each of the Banks exceeded the minimum regulatory requirements and were well capitalized under PCA requirements as of both December 31, 2017 and 2016.

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The Basel III Capital Rule requires banks to maintain a capital conservation buffer, composed of common equity Tier 1CET1 capital, of 2.5% above the regulatory minimum ratios. In March 2020, the Federal Reserve issued a final rule to implement the stress capital buffer requirement (the “Stress Capital Buffer Rule”). The stress capital buffer requirement is institution-specific and replaces the fixed 2.5% capital conservation buffer is being phasedpreviously in overplace for BHCs.
Pursuant to the Stress Capital Buffer Rule, the Federal Reserve uses the results of its supervisory stress test to determine the size of a transition period that commenced on January 1, 2016 and will be fully phased in on January 1, 2019. TheBHC’s stress capital conservation buffer was 1.25% in 2017.
For banksrequirement. In particular, a BHC’s stress capital buffer requirement equals, subject to a floor of 2.5%, the Advanced Approaches, includingsum of (i) the Companydifference between the BHC’s starting CET1 capital ratio and its lowest projected CET1 capital ratio under the Banks, the capital conservation buffer may be supplemented by an incremental countercyclical capital buffer of up to 2.5% (once fully phased-in) composed of common equity Tier 1 capital and set at the discretionseverely adverse scenario of the Federal Banking Agencies. AsReserve’s supervisory stress test plus (ii) the ratio of December 31, 2017,the BHC’s projected four quarters of common stock dividends (for the fourth to seventh quarters of the planning horizon) to the projected risk-weighted assets for the quarter in which the BHC’s projected CET1 capital ratio reaches its minimum under the supervisory stress test.
Under the Stress Capital Buffer Rule framework, the Company’s “standardized approach capital conservation buffer” includes its stress capital buffer requirement (which will be recalibrated every year based on the Company’s supervisory stress test results), any G-SIB Surcharge (which is not applicable to us) and the countercyclical capital buffer was zero percent in the United States. Arequirement (which is currently set at 0%). Any determination to increase the countercyclical capital buffer generally would be effective twelve months after the announcement of such an increase, unless the Federal Banking Agencies, set an earlier effective date. The countercyclical
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Based on the Company’s 2020 supervisory stress testing results, the Company’s stress capital buffer if set to an amount greater than zero percent, would be subject torequirement was 5.6% for the same transition period asfrom October 1, 2020 through September 30, 2021. Therefore, the Company’s minimum capital requirements plus the standardized approach capital conservation buffer which commenced on January 1, 2016.
For 2017, the minimum capital requirement plus capital conservation buffer and countercyclical capital buffer for common equity Tier 1CET1 capital, Tier 1 capital and total capital ratios under the stress capital buffer framework were 5.75%10.1%, 7.25%11.6% and 9.25%13.6%, respectively, for the Company andperiod from October 1, 2020 through September 30, 2021.
Based on the Banks. A common equityCompany’s 2021 supervisory stress testing results, the Company’s stress capital buffer requirement for the period beginning on October 1, 2021 through September 30, 2022 is 2.5%. Therefore, the Company’s minimum capital requirements plus the standardized approach capital conservation buffer for CET1 capital, Tier 1 capital ratio,and total capital ratios under the stress capital buffer framework are 7.0%, 8.5% and 10.5%, respectively, for the period from October 1, 2021 through September 30, 2022.
The Stress Capital Buffer Rule does not apply to the Banks. The capital conservation buffer for the Banks continues to be fixed at 2.5%. Accordingly, each Bank’s minimum capital requirements plus its capital conservation buffer for CET1 capital, Tier 1 capital ratio, orand total capital ratio belowratios are 7.0%, 8.5% and 10.5% respectively.
If the applicable regulatoryCompany or any of the Banks fails to maintain its capital ratios above the minimum ratiocapital requirements plus the applicable capital conservation buffer and the applicable countercyclical buffer (if set to an amount greater than zero percent) might restrict a bank’s ability to distributerequirements, it will face increasingly strict automatic limitations on capital distributions and make discretionary bonus payments. payments to certain executive officers.
As of December 31, 2017,2021 and 2020, respectively, each of the Company and the Banks exceeded the minimum capital requirements and the capital conservation buffer requirements applicable to them, and each of the Company and the Banks were all abovewas “well-capitalized.” The “well-capitalized” standards applicable to the Company are established in the Federal Reserve’s regulations, and the “well-capitalized” standards applicable combined thresholds.to the Banks are established in the OCC’s PCA capital requirements.
Additionally, banks designated as global systemically important banks (“G-SIBs”) are subject to an additional regulatory capital surcharge above the combined capital conservation and countercyclical capital buffers established byMarket Risk Rule
The “Market Risk Rule” supplements the Basel III Capital Rule. We are currently not designated as a G-SIB and therefore notRules by requiring institutions subject to the rule to adjust their risk-based capital ratios to reflect the market risk in their trading book. The Market Risk Rule generally applies to institutions with aggregate trading assets and liabilities equal to 10% or more of total assets or $1 billion or more. As of December 31, 2021, the Company and CONA are subject to the Market Risk Rule. See “MD&A—Market Risk Profile” below for additional information.
CECL Transition Rule
The Federal Banking Agencies adopted a final rule (the “CECL Transition Rule”) that provides banking institutions an optional five-year transition period to phase in the impact of the current expected credit loss (“CECL”) standard on their regulatory capital (the “CECL Transition Election”). We adopted the CECL standard (for accounting purposes) as of January 1, 2020, and made the CECL Transition Election (for regulatory capital purposes) in the first quarter of 2020. Therefore, the applicable amounts presented in this surcharge.Report reflect such election.
Pursuant to the CECL Transition Rule, a banking institution could elect to delay the estimated impact of adopting CECL on its regulatory capital through December 31, 2021 and then phase in the estimated cumulative impact from January 1, 2022 through December 31, 2024. For the “day 2” ongoing impact of CECL during the initial two years, the Federal Banking Agencies used a uniform “scaling factor” of 25% as an approximation of the increase in the allowance under the CECL standard compared to the prior incurred loss methodology. Accordingly, from January 1, 2020 through December 31, 2021, electing banking institutions were permitted to add back to their regulatory capital an amount equal to the sum of the after-tax “day 1” CECL adoption impact and 25% of the increase in the allowance since the adoption of the CECL standard. From January 1, 2022 through December 31, 2024, the after-tax “day 1” CECL adoption impact and the cumulative “day 2” ongoing impact are being phased in to regulatory capital at 25% per year. The following table comparessummarizes the capital impact delay and phase in period on our common equity Tier 1 capital and risk-weighted assets as of December 31, 2017, subject to applicable transition provisions, to our estimated fully phased-in common equity Tier 1 capital and risk-weighted assets, as it applies for Advanced Approaches banks such as ourselves that have not yet exited parallel run. Our estimated common equity Tier 1 capital, risk-weighted assets and common equity Tier 1 capital ratio under the fully phased-in Basel III Standardized Approach are non-GAAP financial measures that we believe provide useful information in evaluating compliance with regulatory capital requirements that are not effective yet. They are calculated based on our interpretations, expectations and assumptions of relevant regulations, as well as interpretations provided by our regulators, and are subjectfrom years 2020 to change based on changes to future regulations and interpretations. As we continue to engage with our regulators, there could be further changes to the calculation.
Table 14: Regulatory Capital Reconciliations between Basel III Transition to Fully Phased-in
(Dollars in millions) December 31, 2017
Common equity Tier 1 capital under Basel III Standardized Approach $30,036
Adjustments related to AOCI (118)
Adjustments related to intangibles (83)
Estimated common equity Tier 1 capital under fully phased-in Basel III Standardized Approach $29,835
Risk-weighted assets under Basel III Standardized Approach(1)
 $292,225
Adjustments for fully phased-in Basel III Standardized Approach(2)
 445
Estimated risk-weighted assets under fully phased-in Basel III Standardized Approach $292,670
Estimated common equity Tier 1 capital ratio under fully phased-in Basel III Standardized Approach(3)
 10.2%
__________
(1)
Includes credit and market risk-weighted assets.
(2)
Adjustments include higher risk weights for items that are included in capital based on the threshold deduction approach, such as mortgage servicing assets and deferred tax assets. The adjustments also include removal of risk weights for items that are deducted from common equity Tier 1 capital.
(3)
Estimated common equity Tier 1 capital ratio is calculated by dividing estimated common equity Tier 1 capital by estimated risk-weighted assets, which are both calculated under the Basel III Standardized Approach, as it applies when fully phased-in for Advanced Approaches banks that have not yet exited parallel run.

2025.
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Capital Impact DelayedPhase In Period
202020212022202320242025
“Day 1” CECL adoption impactCapital impact delayed to 202225% Phased In50% Phased In75% Phased InFully Phased In
Cumulative “day 2” ongoing impact 25% scaling factor as an approximation of the increase in allowance under CECL
UnderAs of December 31, 2021, we added back an aggregate amount of $2.4 billion, after taxes, to our regulatory capital pursuant to the CECL Transition Rule. The Company’s CET1 capital ratio, reflecting the CECL Transition Rule, was 13.1% as of December 31, 2021, and would have been 12.4% excluding the impact of the CECL Transition Rule (or "on a fully phased-in basis").
Expiration oftheTemporary Exclusions for Supplementary Leverage Ratio
In April 2020, as part of the response to the COVID-19 pandemic, the Federal Reserve issued an interim final rule that temporarily excluded U.S. Treasury securities and deposits at Federal Reserve Banks from the calculation of the supplementary leverage ratio for BHCs. These temporary exclusions remained in effect through March 31, 2021 and expired as scheduled thereafter. The Company’s supplementary leverage ratio as of December 31, 2020, as presented in Table 12 of this Report, reflected these temporary exclusions.
In May 2020, the Federal Banking Agencies issued an interim final rule that provided an option for depository institutions to make similar exclusions to the calculation of the supplementary leverage ratio. An electing depository institution would have been required to request prior approval from its primary federal banking regulator before making any capital distributions for as long as the exclusions were in effect. These temporary exclusions remained in effect for electing institutions through March 31, 2021 and expired as scheduled thereafter. Neither CONA nor COBNA elected to make such exclusions.
For the description of the regulatory capital rules to which we are subject, see “Part I—Item 1. Business—Supervision and Regulation”.
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Table 12 provides a comparison of our regulatory capital ratios under the Basel III Standardized Approach, the regulatory minimum capital adequacy ratios and the applicable well-capitalized standards as of December 31, 2021 and 2020.
Table 12: Capital Rule, when we complete our parallel run forRatios Under Basel III(1)
 December 31, 2021December 31, 2020
RatioMinimum
Capital
Adequacy
Well-
Capitalized
RatioMinimum
Capital
Adequacy
Well-
Capitalized
Capital One Financial Corp:
Common equity Tier 1 capital(2)
13.1 %4.5 %N/A13.7 %4.5 %N/A
Tier 1 capital(3)
14.5 6.0 6.0 %15.3 6.0 6.0 %
Total capital(4)
16.9 8.0 10.0 17.7 8.0 10.0 
Tier 1 leverage(5)
11.6 4.0 N/A11.2 4.0 N/A
Supplementary leverage(6)(7)
9.9 3.0 N/A10.7 3.0 N/A
COBNA:
Common equity Tier 1 capital(2)
16.5 4.5 6.5 21.5 4.5 6.5 
Tier 1 capital(3)
16.5 6.0 8.0 21.5 6.0 8.0 
Total capital(4)
18.0 8.0 10.0 23.4 8.0 10.0 
Tier 1 leverage(5)
14.9 4.0 5.0 18.3 4.0 5.0 
Supplementary leverage(6)
12.0 3.0 N/A14.7 3.0 N/A
CONA:
Common equity Tier 1 capital(2)
11.1 4.5 6.5 12.4 4.5 6.5 
Tier 1 capital(3)
11.1 6.0 8.0 12.4 6.0 8.0 
Total capital(4)
12.2 8.0 10.0 13.7 8.0 10.0 
Tier 1 leverage(5)
7.4 4.0 5.0 7.6 4.0 5.0 
Supplementary leverage(6)
6.6 3.0 N/A6.9 3.0 N/A
__________
(1)Capital requirements that are not applicable are denoted by “N/A.”
(2)Common equity Tier 1 capital ratio is a regulatory capital measure calculated based on common equity Tier 1 capital divided by risk-weighted assets.
(3)Tier 1 capital ratio is a regulatory capital measure calculated based on Tier 1 capital divided by risk-weighted assets.
(4)Total capital ratio is a regulatory capital measure calculated based on total capital divided by risk-weighted assets.
(5)Tier 1 leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by adjusted average assets.
(6)Supplementary leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by total leverage exposure.
(7)The Company’s supplementary leverage ratio as of December 31, 2020 reflected the Advanced Approaches, our minimum risk-based capital requirement will be determinedtemporary exclusions of U.S. Treasury securities and deposits with the Reserve Banks from the denominator of the supplementary leverage ratio, pursuant to an interim final rule issued by the greaterFederal Reserve. For more information see “Part II—Item 7. Capital Management—Capital Standards and Prompt Corrective Action”.
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Table of our risk-weighted assetsContents
Table 13 presents regulatory capital under the Basel III Standardized Approach and the Basel III Advanced Approaches. See “Part I—Item 1. Business—Supervisionregulatory capital metrics as of December 31, 2021 and Regulation” for additional information. Once we exit parallel run, based on clarification2020.
Table 13: Regulatory Risk-Based Capital Components and Regulatory Capital Metrics
(Dollars in millions)December 31, 2021December 31, 2020
Regulatory Capital Under Basel III Standardized Approach
Common equity excluding AOCI$58,206 $55,299 
Adjustments:
AOCI, net of tax(1)
(23)(29)
Goodwill, net of related deferred tax liabilities(14,562)(14,448)
Other Intangible assets, net of related deferred tax liabilities(108)(86)
Other(2)
(12)— 
Common equity Tier 1 capital43,501 40,736 
Tier 1 capital instruments4,845 4,847 
Tier 1 capital48,346 45,583 
Tier 2 capital instruments3,532 3,385 
Qualifying allowance for credit losses4,211 3,820 
Tier 2 capital7,743 7,205 
Total capital$56,089 $52,788 
Regulatory Capital Metrics
Risk-weighted assets$332,673 $297,903 
Adjusted average assets415,141 406,762 
Total leverage exposure486,405 427,522 
__________
(1)Excludes certain components of the Basel III Capital Rule from our regulators, any amount by which our expected credit losses exceed eligible credit reserves,AOCI as each term is definedpermitted under the Basel III Capital Rule, will beTailoring Rules.
(2)Includes deferred tax assets deducted from our Basel III Standardized Approach numerator, subject to transition provisions. Inclusive of this impact, based on current capital rules and our business mix, we estimate that our Basel III Advanced Approaches ratios will be lower than our Basel III Standardized Approach ratios. However, there is uncertainty whether this will remain the case in light of potential changes to the United States capital rules.regulatory capital.
Capital Planning and Regulatory Stress Testing
On June 28, 2017,In response to economic uncertainty due to the COVID-19 pandemic, the Federal Reserve completedon June 25, 2020 required certain large BHCs, including the Company, to suspend share repurchases and cap common stock dividends. The Federal Reserve subsequently extended these temporary capital distribution restrictions into the first half of 2021 with certain modifications to permit resumptions of share repurchases.
On June 24, 2021, the Federal Reserve released the results of its 2017 CCAR and did not objectsupervisory stress tests for the 2021 cycle. Based on the results, all participating BHCs, including the Company, remained above their risk-based minimum capital requirements in the hypothetical stress scenario. Accordingly, as laid out previously by the Federal Reserve, the temporary capital distribution restrictions as described above ended for all participating BHCs, including the Company, after the second quarter of 2021. All participating BHCs, including the Company, remain subject to our proposedthe normal capital plan. As a result, in June 2017,distribution restrictions of the stress capital buffer framework.
On January 25, 2021, our Board of Directors authorized the repurchase of up to $1.85$7.5 billion of shares of our common stock. We repurchased approximately $2.6 billion of shares of our common stock fromduring the fourth quarter of 2021 to complete this authorization. On January 21, 2022, our Board of Directors authorized the repurchase of up to $5.0 billion of shares of our common stock.
On July 28, 2021, our Board of Directors authorized a special dividend of $0.60 per share of common stock payable in the third quarter of 2017 through the end of the second quarter of 2018 and the quarterly dividend on our common stock of $0.40 per share. As a condition to not objecting2021. In addition to the capital plan, the Federal Reserve required us to submit a revised capital plan by December 28, 2017 to address certain weaknesses it identified in our capital planning process. On December 24, 2017, using data as of June 30, 2017, we resubmitted our capital plan for the 2017 CCAR process. In connection with the resubmission,special dividend, the Board of Directors reduced the authorized repurchases ofan increase to our common stock to up to $1.0 billion for the remaining 2017 CCAR period, which ends June 30, 2018. If the Federal Reserve objects to the resubmitted capital plan, it may restrict subsequent capital distributions.
Dividend Policy and Stock Purchases
On February 1, 2018, our Board of Directors declared a quarterly common stock dividend offrom $0.40 per share to $0.60 per share beginning with our dividend payable on February 23, 2018 to stockholdersin the third quarter of record at2021. For the closeyear ended December 31, 2021, we declared and paid common stock dividends of $1.2 billion, or $2.60 per share.
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For the description of the business on February 12, 2018. Our Boardregulatory capital planning rules to which we are subject, see “Part I—Item 1. Business—Supervision and Regulation”.
Equity Offerings and Transactions
On May 4, 2021, we issued 27,000,000 depositary shares, each representing a 1/40th interest in a share of Directors also approved quarterly dividends on our 6.00% Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series BL, $0.01 par value, with a liquidation preference of $25 per depositary share (“Series BL Preferred Stock”), our 6.25%. The net proceeds of the offering of Series L Preferred Stock were approximately $653 million after deducting underwriting commissions and offering expenses. Dividends on the Series L Preferred Stock are payable quarterly in arrears at a rate of 4.375% per annum.
On June 10, 2021, we issued 1,000,000 shares of Fixed Rate Reset Non-Cumulative Perpetual Preferred Stock, Series M, $0.01 par value, with a liquidation preference of $1,000 per share (“Series M Preferred Stock”). The net proceeds of the offering of Series M Preferred Stock were approximately $988 million, after deducting underwriting commissions and offering expenses. Dividends on the Series M Preferred Stock are payable quarterly in arrears at a rate of 3.950% per annum through August 31, 2026. Effective September 1, 2026, and at every subsequent five-year anniversary, the dividend rate resets to the 5-year treasury rate plus 3.157% per annum.
On July 29, 2021, we issued 17,000,000 depositary shares, each representing a 1/40th interest in a share of Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series CN, $0.01 par value, with a liquidation preference of $25 per depositary share (“Series CN Preferred Stock”),. The net proceeds of the offering of Series N Preferred Stock were approximately $412 million after deducting underwriting commissions and offering expenses. Dividends on the Series N Preferred Stock are payable quarterly in arrears at a rate of 4.25% per annum.
On September 1, 2021, we redeemed all outstanding shares of our 6.70% FixedFixed-to-Floating Rate Non-Cumulative Perpetual Preferred Stock, Series D (“Series D Preferred Stock”),E for $1.0 billion. The redemption reduced our 6.20%net income available to common stockholders by $12 million in the third quarter of 2021 as we recognized the previously deferred issuance costs associated with this series.
On December 1, 2021, we redeemed all outstanding shares of our Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series F (“Series F Preferred Stock”), our 5.20% Fixed Rate Non-Cumulative Perpetual Preferred Stock, Series G, (“Series G Preferred Stock”) and our 6.00% Fixed Rate 6.00% Non-Cumulative Perpetual Preferred Stock, Series H, (“Series H Preferred Stock”), payable on March 1, 2018for an aggregate redemption price of $1.1 billion. The redemption reduced our net income available to common stockholders of record at the close of business on February 14, 2018. Based on those declarations, we will pay approximately $196by $34 million in common equity dividends and approximately $52 million in total preferred dividends in the firstfourth quarter of 2018. Under2021 as we recognized the termspreviously deferred issuance costs associated with these series.



77Capital One Financial Corporation (COF)

Table of our outstanding preferred stock, our ability to pay dividends on, make distributions with respect to, or to repurchase, redeem or acquire its common stock or any preferred stock ranking on parity with or junior toContents
Dividend Policy and Stock Purchases
For the preferred stock, is subject to restrictions in the event thatyear ended December 31, 2021, we do not declaredeclared and either pay or set aside a sum sufficient for payment of dividends on the preferred stock for the immediately preceding dividend period.
We paid common stock dividends of $0.40$1.2 billion, or $2.60 per share, in each quarterand preferred stock dividends of 2017.$274 million. The following table summarizes the dividends paid per share on our various preferred stock series in each quarter of 2017.2021.

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Table 15:14: Preferred Stock Dividends Paid Per Share
Series Description Issuance Date Per Annum Dividend Rate Dividend Frequency 2017
 Q4 Q3 Q2 Q1
Series B 6.00%
Non-Cumulative
 August 20, 2012 6.00% Quarterly $15.00
 $15.00
 $15.00
 $15.00
Series C 6.25%
Non-Cumulative
 June 12, 2014 6.25 Quarterly 15.63
 15.63
 15.63
 15.63
Series D 6.70%
Non-Cumulative
 October 31, 2014 6.70 Quarterly 16.75
 16.75
 16.75
 16.75
Series E Fixed-to-Floating Rate Non-Cumulative May 14, 2015 5.55% through 5/31/2020;
3-mo. LIBOR+ 380 bps thereafter
 Semi-Annually through 5/31/2020; Quarterly thereafter 27.75
 
 27.75
 
Series F 6.20%
Non-Cumulative
 August 24, 2015 6.20 Quarterly 15.50
 15.50
 15.50
 15.50
Series G 5.20%
Non-Cumulative
 July 29, 2016 5.20 Quarterly 13.00
 13.00
 13.00
 13.00
Series H 6.00%
Non-Cumulative
 November 29, 2016 6.00 Quarterly 15.00
 15.00
 15.00
 15.33
SeriesDescriptionIssuance DatePer Annum
Dividend Rate
Dividend Frequency2021
Q4Q3Q2Q1
Series E(1)
Fixed-to-Floating Rate
Non-Cumulative
May 14, 20155.550% through 5/31/2020;
3-mo. LIBOR + 380 bps thereafter
Semi-Annually through 5/31/2020;
Quarterly thereafter
$10.06$10.20$10.06
Series G(2)
5.200%
Non-Cumulative
July 29, 20165.200Quarterly$13.0013.0013.0013.00
Series H(2)
6.000%
Non-Cumulative
November 29, 20166.000Quarterly15.0015.0015.0015.00
Series I5.000%
Non-Cumulative
September 11, 20195.000Quarterly12.5012.5012.5012.50
Series J4.800%
Non-Cumulative
January 31, 20204.800Quarterly12.0012.0012.0012.00
Series K4.625%
Non-Cumulative
September 17, 20204.625Quarterly11.5611.5611.5611.56
Series L4.375%
Non-Cumulative
May 4, 20214.375Quarterly10.9414.22
Series M3.950% Fixed Rate Reset
Non-Cumulative
June 10, 20213.950% through 8/31/2026; resets 9/1/2026 and every subsequent 5 year anniversary at 5-Year Treasury Rate +3.157%Quarterly9.888.89
Series N4.250%
Non-Cumulative
July 29, 20214.250Quarterly14.40
__________
(1)On September 1, 2021, we redeemed all outstanding shares of our preferred stock Series E.
(2)On December 1, 2021, we redeemed all outstanding shares of our preferred stock Series G and H.
The declaration and payment of dividends to our stockholders, as well as the amount thereof, are subject to the discretion of our Board of Directors and depend upon our results of operations, financial condition, capital levels, cash requirements, future prospects, regulatory requirements and other factors deemed relevant by the Board of Directors. As a bank holding company (“BHC”),BHC, our ability to pay dividends is largely dependent upon the receipt of dividends or other payments from our subsidiaries. RegulatoryThe Banks are subject to regulatory restrictions exist that limit thetheir ability of the Banks to transfer funds to our BHC. As of December 31, 2017,2021, funds available for dividend payments from COBNA and CONA were $4.0 billion$531 million and $1.6 billion,$447 million, respectively. There can be no assurance that we will declare and pay any dividends to stockholders.
On June 29, 2016, theJanuary 25, 2021, our Board of Directors authorized the repurchase of up to $2.5$7.5 billion of shares of our common stock. We repurchased approximately $2.6 billion of shares of our common stock (“2016 Stock Repurchase Program”) fromduring the thirdfourth quarter of 2016 through2021 to complete this authorization. On January 21, 2022, our Board of Directors authorized the endrepurchase of the second quarter of 2017. Through the end of the second quarter of 2017, we repurchased approximately $2.2up to $5.0 billion of shares of common stock as part of the 2016 Stock Repurchase Program. We repurchased an immaterial amount of our common stock through the endstock.


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The timing and exact amount of any future common stock repurchases will depend on various factors, including regulatory approval, market conditions, opportunities for growth, our capital position and the amount of retained earnings. Our stock repurchase program does not include specific price targets, may be executed through open market purchases, tender offers, or privately negotiated transactions, including utilizing Rule 10b5-1 programs, and may be suspended at any time. For additional information on dividends and stock repurchases, see “MD&A—Capital Management—Capital Planning and Regulatory Stress Testing” and “Part I—Item 1. Business—Supervision and Regulation—Dividends, Stock Repurchases and TransferTransfers of Funds.”Funds”.
RISK MANAGEMENT
Risk Management Framework
We use aOur Risk Management Framework (the “Framework”) sets consistent expectations for risk framework to provide an overall enterprise-wide approachmanagement across the Company. It also sets expectations for effectively managing risk. We execute against our risk framework with the “Three Lines of Defense” risk management model, to demonstrate and structurewhich defines the roles, responsibilities and accountabilities in the organization for taking and managing risk.risk across the Company. Accountability for overseeing an effective Framework resides with our Board of Directors either directly or through its committees.
The “First Line of Defense” consists of any line of business or function that is comprisedaccountable for risk taking and is responsible for: (i) engaging in activities designed to generate revenue or reduce expenses; (ii) providing operational support or servicing to any business function for the delivery of products or services to customers; or (iii) providing technology services in direct support of first line business areas. Each line of business or first line function must manage the business areas that throughrisks associated with their day-to-dayactivities, including identifying, assessing, measuring, monitoring, controlling, and reporting the risks within its business activities, take risk on our behalf. As the business owner, the first line is responsible for identifying, assessing, managing and controlling that risk. This principle places ultimate accountability for the management of risks and ownership of risk decisionsconsistent with the CEO and business heads.risk framework. The “Second Line of Defense” provides oversightconsists of first line risk taking and management, and is primarily comprisedtwo types of ourfunctions: Independent Risk Management organization. The second line assists in determining risk appetite(“IRM”) and the strategies, policiesSupport Functions. IRM oversees risk-taking activities and structures for managing risks. The second line is both an “expert advisor” toassesses risks and issues independent from the first line and an “effective challenger” of first line risk activities.defense. Support Functions are centers of specialized expertise (e.g., Human Resources, Accounting, Legal) that provide support services to the Company. The “Third Line of Defense” is comprised of ourthe Internal Audit and Credit Review functions. The third line provides

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independent and objective assurance to senior management and to the Board of Directors that the first and second line risk management and internal controllines of defense have systems and its governance processes which are well-designed and working as intended.intended, and that the Framework is appropriate for our size, complexity and risk profile.
The risk framework is also used to guide design of risk programs and performance of risk activity within each risk category and across the entire enterprise.
Our risk framework, which is built around governance, processes and people,Framework consists of the following eight keynine elements:
Establish

 Governance and Accountability


Strategy and Risk Alignment


Risk Identification

Assessment, Measurement
and Response


Monitoring and Testing


Aggregation, Reporting and Escalation


Capital and Liquidity Management (including Stress Testing)


Risk Data and Enabling Technology


Culture and Talent Management

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Governance Processes, Accountabilities and Risk AppetitesAccountability
The starting point of our risk framework is the establishment of governance processes, accountabilities and risk appetites. Our Board of Directors and senior management establish the tone at the top regarding the importance of internal control, including standards of conduct and the integrity and ethical valuesThis element of the Company. Management reinforces expectations at the various levels of the organization. This portion of the frameworkFramework sets the foundation for the methods for governing risk taking and the interactions within and among theour three lines of defense,defense.
We established a risk governance structure and accountabilities to effectively and consistently oversee the risk appetitesmanagement of risks across the Company. Our Board of Directors, Chief Executive Officer and tolerance limits for risk taking.
Identify and Assess Risks and Ownership
Identifying and assessing risks and ownership ismanagement establish the beginningtone at the top regarding the culture of the more detailed day-to-day processCompany, including management of managing risk. This portionManagement reinforces expectations at the various levels of the framework clarifiesorganization.
Strategy and Risk Alignment
Our strategy is informed by and aligned with risk appetite, from development to execution. The Chief Executive Officer develops the importance of strong first-line management and accountability for identifying and assessing risk while specifyingstrategy with input from the role of the second line to identify and assess risk, particularly when taking on new initiatives.
Develop and Operate Controls, Monitoring and Mitigation Plans
We develop, operate and monitor controls to manage risk within tolerance levels. The first, line develops controls to oversee and manage identified risks. Controls may prevent risks from occurring or measure the amount of risk being taken so that the amount may be proactively managed. Whenever possible, plans are implemented to mitigate risks or reduce them to lower levels. The first line leads mitigation, control and monitoring actions. The second line is a consultant on control design when needed.
Test and Detect Control Gaps and Perform Corrective Action
While the first line is principally accountable for taking, controlling and monitoring risk, the second line oversees and monitors first line risk taking, including the effectiveness of first line controls, and the third line independently tests and oversees first and second line risk taking. These activities provide the second, and third lines of defense, as well as the Board of Directors. The strategic planning process should consider relevant changes to the Company’s overall risk profile.
Our Board of Directors approves a Risk Appetite Statement for the Company to set forth the high-level principles that govern risk taking at the Company. The Risk Appetite Statement defines the Board of Directors’ tolerance for certain risk outcomes at an enterprise level and enables senior management to manage and report within these boundaries. This Risk Appetite Statement is also supported by risk category specific risk appetite statements as well as metrics and, where appropriate, Board Limits and Board Notification Thresholds.
Risk Identification
The first line of defense and certain Support Functions shall identify new and emerging risks across the relevant risk categories associated with their business activities and objectives, in consultation with IRM. Risk identification also must be informed by major changes in infrastructure or organization, introduction of new products and services, acquisitions of businesses, or substantial changes in the abilityinternal or external environment.
IRM and certain Support Functions, where appropriate, provide effective challenge in the risk identification process. IRM is also responsible for identifying our material aggregate risks on an ongoing basis.
Assessment, Measurement and Response
Management shall assess risks associated with our activities. Risks identified should be assessed to understand the severity of each risk and likelihood of occurrence under both normal and stressful conditions. Risk severity is measured through modeling and other quantitative estimation approaches, as well as qualitative approaches, based on management judgment. As part of the risk assessment process, the first and second lines of defense also evaluate the effectiveness of the existing control environment and mitigation strategies.
Management shall determine the appropriate risk response. Risks may be mitigated, accepted, transferred, or avoided. Actions taken to respond to the risk include implementing new controls, enhancing existing controls, developing additional mitigation strategies to reduce the likelihoodimpact of unauthorized the risk, and/or unplannedmonitoring the risk.
Monitoring and Testing
Management periodically monitors risks to evaluate and measure how the risk taking withinis affecting our strategy and business objectives, in alignment with risk appetite, including established concentration risk limits. The scope and frequency of monitoring activities depends on the organization. Control gaps are closed byresults of relevant risk assessments, as well as specific business risk operations and activities.
The first line corrective action.of defense is required to evaluate the effectiveness of risk management practices and controls through testing and other activities. IRM and Support Functions, as appropriate, assess the first line of defense’s evaluation of risk management, which may include conducting effective challenge, performing independent monitoring, or conducting risk or control validations. The third line of defense provides independent assurance for first and second line risk management practices and controls.
Escalate Key Risks
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Aggregation, Reporting and GapsEscalation
Risk aggregation supports strategic decision making and risk management practices through collectively reporting risks across different levels of the Company and providing a comprehensive view of performance against risk appetite. Capital One’s risk aggregation processes are designed to Executive Managementaggregate risk information from lower levels of the business hierarchy to high levels and whento aggregate risk information to determine material risk themes.
Material risks, new or emerging risks, aggregate risks, risk appetite metrics and other measures across all risk categories are reported to the appropriate governance forum no less than quarterly. Material risks are reported to the Board of Directors and senior management committees no less than quarterly.
EscalationCapital and Liquidity Management (including Stress Testing)
Our capital management processes are linked to its risk management practices, including the enterprise-wide identification, assessment and measurement of risks to ensure that all relevant risks are incorporated in the assessment of the Company's capital adequacy. We use identified risks to inform key aspects of the Company’s capital planning, including the development of stress scenarios, the assessment of the adequacy of post-stress capital levels, and the appropriateness of potential capital actions considering the Company’s capital objectives. We quantify capital needs through stress testing, regulatory capital, economic capital and assessments of market considerations. In assessing its capital adequacy, we identify how and where our material risks are accounted for within the capital planning process. Monitoring and escalation processes exist for key capital thresholds and metrics to continuously monitor capital adequacy.
We manage liquidity risk by applying our Liquidity Adequacy Framework (the “Liquidity Framework”). The Liquidity Framework uses internal and regulatory stress testing and the evaluation of other balance sheet metrics to confirm that we maintain a fortified balance sheet that is an important componentresilient to uncertainties that may arise as a consequence of systemic, idiosyncratic, or combined liquidity events.
Risk Data and Enabling Technology
Risk data and technology provides the basis for risk reporting and is used in decision making and to monitor and review changes to our risk framework. Useprofile. There is a core Governance, Risk Management and Compliance system which is used as the system of escalationrecord for risks, controls, issues and events for our risk categories and supports the analysis, aggregation and reporting capabilities across the categories.
Culture and Talent Management
The Framework must be supported with the right culture, talent and skills to enable effective risk management across the Company.
Every associate at the Company is encouragedresponsible for risk management; however, associates with specific risk management skills and does not necessarily indicate a failure onexpertise within the part of first, second, or third line risk management. Through escalation in the first line, decisions requiring judgment can be raised to executives who have the broadest possible context and experience to make challenging decisions. Escalation in the second and third lines of defense can also demonstrate part of their core responsibilities of effective challenge. If appropriate, risks are escalated to the Board of Directors to ensure alignment with the most material risk decisions and/or transparency to the largest risks facing the organization.
Calculate and Allocate Capital in Alignment with Risk Management and Measurement Processes (including Stress Testing)
Capital ultimately is held to protect the company from unforeseen risks or unexpected risk severity. As such, it is important that capital planning processes be well linked with risk management practices to ensure the appropriate capital protections are in place for the safety and soundness of the company. Stress testing and economic capital measurement, both of which incorporate inputs from across the risk spectrum, are key tools for evaluating our capital position and risk adjusted returns.
Support with the Right Culture, Talent and Skills
The right culture, talent and skills are critical to effective risk management. Our risk framework is supported with the right culture that promotes the foundation and values of theexecute appropriate risk management organization. Skills necessary to effectively manage risk are reinforced through performance management systems. When needed, risk talent is augmented through recruitment of industry experts as well as training and development of internal associates.

across the enterprise.
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Enabled by the Right Data, Infrastructure and Programs
Data, infrastructure and programs are key enablers of our risk management processes and practices. These core requirements enable effective risk modeling, efficient first, second and third line risk activity performance, and cross-line interaction.
Risk Appetite
Risk appetite defines the parameters for taking and accepting risks and are used by management and our Board of Directors to make business decisions. Risk appetite refers to the level of risk our business is willing to take in pursuit of our corporate business objectives. The Board of Directors approves our risk appetite including risk appetite statements and associated metrics, Board Notification Thresholds, and Board Limits for each of our eight risk categories. We communicate risk appetite statements, limits and thresholds to the appropriate levels in the organization and monitor adherence. While first line executives manage risk on a day-to-day basis, the Chief Risk Officer provides effective challenge and independent oversight to ensure that risks are within the appetite and specific limits established by the Board of Directors. The Chief Risk Officer reports to the Board of Directors regularly on the nature and level of risk across all eight risk categories. In addition to his broader management responsibilities, our Chief Executive Officer is responsible for developing the strategy and mission of our organization, determining and leading our culture, and reviewing and providing input into our risk appetite.
Risk Categories
We apply our risk frameworkFramework to protect our companythe Company from the eight major categories of risk that we are exposed to through our business activities. Our eightseven major categories of risk are:
Compliance Risk: Compliance risk is the risk to current or anticipated earnings or capital arising from violations of laws, rules, or regulations. Compliance risk can also arise from nonconformance with prescribed practices, internal policies and procedures, contractual obligations, or ethical standards that reinforce those laws, rules, or regulations;

Major Categories of Risk


Compliance

The risk to current or anticipated earnings or capital arising from violations of laws, rules or regulations. Compliance risk can also arise from nonconformance with prescribed practices, internal policies and procedures, contractual obligations or ethical standards that reinforce those laws, rules or regulations

Credit

The risk to current or projected financial condition and resilience arising from an obligor’s failure to meet the terms of any contract with the Company or otherwise perform as agreed

Liquidity

The risk that the Company will not be able to meet its future financial obligations as they come due, or invest in future asset growth because of an inability to obtain funds at a reasonable price within a reasonable time

Market

The risk that an institution’s earnings or the economic value of equity could be adversely impacted by changes in interest rates, foreign exchange rates or other market factors

Operational

The risk of loss, capital impairment, adverse customer experience or reputational impact resulting from failure to comply with policies and procedures, failed internal processes or systems, or from external events

Reputation

The risk to market value, recruitment and retention of talented associates and maintenance of a loyal customer base due to the negative perceptions of our internal and external constituents regarding our business strategies and activities

Strategic

The risk of a material impact on current or anticipated earnings, capital, franchise or enterprise value arising from the Company’s competitive and market position and evolving forces in the industry that can affect that position; lack of responsiveness to these conditions; strategic decisions to change the Company’s scale, market position or operating model; or, failure to appropriately consider implementation risks inherent in the Company’s strategy
Credit Risk: Credit risk is the risk to current or projected financial condition and resilience arising from an obligor’s failure to meet the terms of any contract with the Company or otherwise perform as agreed;
Legal Risk: Legal risk is the risk of material adverse impact due to: new and changed laws and regulations; interpretations of law; drafting, interpretation and enforceability of contracts; adverse decisions/consequences arising from litigation or regulatory action; the establishment, management and governance of our legal entity structure; and the failure to seek/follow appropriate Legal counsel when needed;
Liquidity Risk: Liquidity risk is the risk that the Company will not be able to meet its future financial obligations as they come due, or invest in future asset growth because of an inability to obtain funds at a reasonable price within a reasonable time period;
Market Risk: Market risk is the risk that an institution’s earnings or the economic value of equity could be adversely impacted by changes in interest rates, foreign exchange rates, or other market factors;
Operational Risk: Operational risk is the risk of loss, capital impairment, adverse customer experience, or reputational impact resulting from failure to comply with policies and procedures, failed internal processes or systems, or from external events;
Reputation Risk: Reputation risk is the risk to market value, recruitment and retention of talented associates and maintenance of a loyal customer base due to the negative perceptions of our internal and external constituents regarding our business strategies and activities; and
Strategic Risk: Strategic risk is the risk of a material impact on current or anticipated earnings, capital, franchise or enterprise value arising from: (i) the Company’s competitive and market position and evolving forces in the industry that can affect that position; (ii) lack of responsiveness to these conditions; (iii) strategic decisions to change the Company’s scale, market position or operating model; or (iv) failure to appropriately consider implementation risks inherent in the Company’s strategy.
Below weWe provide an overview of how we manage our eight primaryseven major categories of risk categories.

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below.
Compliance Risk Management
We recognize that compliance requirements for financial institutions are increasingly complex and that there are heightened expectations from our regulators and our customers. In response, we continuously evaluate the regulatory environment and proactively adjust our compliance risk program to fully address these expectations.
Our Compliance Management Program establishes expectations for determining compliance requirements, assessing the risk of new product offerings, creating appropriate controls and training to address requirements, monitoring for control performance, and independently testing for adherence to compliance requirements. The program also establishes regular compliance reporting to senior business leaders, the executive committee and the Board of Directors.
The Chief Compliance Officer is responsible for establishing and overseeing our Compliance Risk Management Program. Business areas incorporate compliance requirements and controls into their business policies, standards, processes and procedures. They regularly monitor and report on the efficacy of their compliance controls and our Corporate Compliance team periodically independently tests to validate the effectiveness of business controls.
Credit Risk Management
We recognize that we are exposed to cyclical changes in credit quality. Consequently, we try to ensure our credit portfolio is resilient to economic downturns. Our most important tool in this endeavor is sound underwriting. In unsecured consumer loan
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underwriting, we generally assume that loans will be subject to an environment in which losses are higher than those prevailing at the time of underwriting. In commercial underwriting, we generally require strong cash flow, collateral, and covenants, and guarantees. In addition to sound underwriting, we continuallyclosely monitor our portfolio and take steps to collect or work out distressed loans.
The Chief Risk Officer, in conjunction with the Consumer and Commercial Chief Credit Officers, is responsible for establishing credit risk policies and procedures, including underwriting and hold guidelines and credit approval authority, and monitoring credit exposure and performance of our lending-relatedlending related transactions. These responsibilities are fulfilled by theOur Consumer and Commercial Chief Consumer Credit Officer and the Chief Commercial Credit Officer whoOfficers are responsible for evaluating the risk implications of credit strategy and forthe oversight of credit for both the existing portfolio and any new credit investments. The Chief Consumer Credit Officer and the Chief Commercial Credit OfficerThey also have formal approval authority for various types and levels of credit decisions, including individual commercial loan transactions. Division Presidents within each segment are responsible for managing the credit risk within their divisions and maintaining processes to control credit risk and comply with credit policies and guidelines. In addition, the Chief Risk Officer establishes policies, delegates approval authority and monitors performance for non-loan credit exposure entered into with financial counterparties or through the purchase of credit sensitive securities in our investment portfolio.
Our credit policies establish standards in five areas: customer selection, underwriting, monitoring, remediation and portfolio management. The standards in each area provide a framework comprising specific objectives and control processes. These standards are supported by detailed policies and procedures for each component of the credit process. Starting with customer selection, our goal is to generally provide credit on terms that generate above hurdle returns. We use a number of quantitative and qualitative factors to manage credit risk, including setting credit risk limits and guidelines for each of our lines of business. We monitor performance relative to these guidelines and report results and any required mitigating actions to appropriate senior management committees and our Board of Directors.
Legal Risk Management
The General Counsel provides legal evaluation and guidance to the enterprise and business areas and partners with other risk management functions such as Compliance and Internal Audit. This evaluation and guidance is based on an assessment of the type and degree of legal risk associated with the internal business area practices and activities and of the controls the business has in place to mitigate legal risks.
Liquidity Risk Management
We manage liquidity risk by applying our Liquidity Framework. The Chief Financial OfficerLiquidity Framework uses internal and regulatory stress testing and the evaluation of other balance sheet metrics to confirm that we maintain a fortified balance sheet that is resilient to uncertainties that may arise as a consequence of systemic, idiosyncratic, or combined liquidity events. We continuously monitor market and economic conditions to evaluate emerging stress conditions and to develop appropriate action plans in accordance with our Contingency Funding Plan and our Recovery Plans, which include the Company’s policies, procedures and action plans for managing liquidity stress events. The Liquidity Framework enables us to manage our liquidity risk in accordance with regulatory requirements.
Additionally, the Liquidity Framework establishes governing principles that apply to the management of liquidity risk. We use these principles to monitor, measure and report liquidity risk; to develop funding and investment strategies that enable us to maintain an adequate level of liquidity to support our businesses and satisfy regulatory requirements; and to protect us from a broad range of liquidity events should they arise.
The Chief Risk Officer, in conjunction with the Chief Market and Liquidity Risk Officer, areis responsible for the establishment of liquidity risk management policies and standards for governance and monitoring of liquidity risk at a corporate level. We assess liquidity strength by evaluating several different balance sheet metrics under severe stress scenarios to ensure we can withstand significant funding degradation through systemic, idiosyncratic, systematic, and combined liquidity stress scenarios. We continuously monitor market and economic conditions to evaluate emerging stress conditions and appropriate

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action plans in accordance with our Contingency Funding Plan. Management reports liquidity metrics to appropriate senior management committees no less than quarterly and to our Board of Directors no less than quarterly.semi-annually.
We seek to mitigate liquidity risk strategically and tactically. From a strategic perspective, we have acquired and built deposit gathering businesses and significantly reducedactively monitor our loan to deposit ratio.funding concentration. From a tactical perspective, we have accumulated a sizable liquidity reserve comprised of cash and cash equivalents, high-quality, unencumbered securities and committed collateralized credit lines. We also continue to maintain access to secured and unsecured debt markets through ongoingregular issuance. This combination of stable and diversified funding sources and our stockpile of liquidity reserves enablesenable us to maintain confidence in our liquidity position.
Market Risk Management
The Chief Financial Officer and the Chief Risk Officer, in conjunction with the Chief Market and Liquidity Risk Officer are responsible for the establishment of market risk management policies and standards for the governance and monitoring of market risk at a corporate level. Market risk is inherent from the
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financial instruments associated with our business operations and activities including loans, deposits, securities, short-term borrowings, long-term debt and derivatives. We manage market risk exposure, which is principally driven by balance sheet interest rate risk, centrally and establish quantitative risk limits to monitor and control our exposure.
We recognize that interest rate and foreign exchange risk is inherentpresent in the bankingour business due to the nature of theour assets and liabilities of banks.liabilities. Banks typically manage the trade-off between near-term earnings volatility and market value volatility by targeting moderate levels of each. In addition to using industry accepted techniques to analyze and measure interest rate and foreign exchange risk, we perform sensitivity analysis to identify our risk exposures under a broad range of scenarios. Investment securities and derivatives are the main levers for the management of interest rate andrisk. In addition, we also use derivatives to manage our foreign exchange risk.
The market risk positions for the Company and each of the Banks are calculated separately and in aggregate, and analyzed against pre-established limits. Results are reported to the Asset Liability Committee monthly and to the Risk Committee of the Board of Directors no less than quarterly. Management is authorized to utilize financial instruments as outlined in our policy to actively manage market risk exposure.
Operational Risk Management
We recognize the criticality of managing operational risk on both a strategic and day-to-day basis and that there are heightened expectations from our regulators and our customers. We have implemented appropriate operational risk management policies, standards, processes and controls to enable the delivery of high quality and consistent customer experiences and to achieve business objectives in a controlled manner.
The Chief Operational Risk Officer is responsible for establishing and overseeing our Operational Risk Management Program. In accordance with Basel III Advanced Approaches requirements, the program establishes practices for assessing the operational risk profile and executing key control processes for operational risks. CorporateThese risks include topics such as internal and external fraud, cyber and technology risk, data management, model risk, third party management, and business continuity. Operational Risk Management enforces these practices and delivers reporting of operational risk results to senior business leaders, the executive committee and the Board of Directors.
Reputation Risk Management
We recognize that reputation risk is of particular concern for financial institutions and, increasingly, technology companies, in the current environment. Areas of concern have expanded to include company policies, practices and values and, with the growing use of social and digital platforms, public corporations face a new level of scrutiny and channels for activism and advocacy. The heightened expectations of internal and external stakeholders have made corporate culture, values and conduct pressure points for individuals and advocates voicing concerns or seeking change. We manage both strategic and tactical reputation issues and build our relationships with government officials, media, community and consumer advocates, customers and other constituencies to help strengthen the reputations of both our companyCompany and industry. Our actions include implementing pro-customer practices in our business and serving low to moderate income communities in our market area consistent with a quality bank.bank and an innovative technology leader. The Executive Vice President of External Affairs is responsible for managing our overall reputation risk program. Day-to-day activities are controlled by the frameworks set forth in our Reputation Risk Management Policy and other risk management policies.

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Strategic Risk Management
We monitor external market and industry developments to identify potential areas of strategic opportunity or risk. These items provide input for development of the Company’s strategy led by the Chief Executive Officer and other senior executives. Through the ongoing development and vetting of the corporate strategy, the Chief Risk Officer identifies and assesses risks associated with the strategy across all risk categories and monitors them throughout the year.
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CREDIT RISK PROFILE
Our loan portfolio accounts for the substantial majority of our credit risk exposure. Our lending activities are governed under our credit policy and are subject to independent review and approval. Below we provide information about the composition of our loan portfolio, key concentrations and credit performance metrics.
We also engage in certain non-lending activities that may give rise to ongoing credit and counterparty settlement risk, including the purchase ofpurchasing securities for our investment securities portfolio, entering into derivative transactions to manage our market risk exposure and to accommodate customers, extending short-term advances on syndication activity (includingincluding bridge financing transactions we have underwritten),underwritten, depositing certain operational cash balances in other financial institutions, executing certain foreign exchange transactions and extending customer overdrafts. We provide additional information on credit risk related to our investment securities portfolio under “MD&A—Consolidated Balance Sheets Analysis—Investment Securities” and credit risk related to derivative transactions in Note 10—“Note 9—Derivative Instruments and Hedging Activities.Activities.
Primary Loan Products
We provide a variety of lending products. Our primary loan products include credit cards, auto home loans and commercial.commercial lending products.
Credit cards: We originate both prime and subprime credit cards through a variety of channels. Our credit cards generally have variable interest rates. Credit card accounts are primarily underwritten using an automated underwriting system based on predictive models that we have developed. The underwriting criteria, which are customized for individual products and marketing programs, are established based on an analysis of the net present value of expected revenues, expenses and losses, subject to further analysis using a variety of stress conditions. Underwriting decisions are generally based on credit bureau information, including payment history, debt burden and credit scores, such as FICO scores, and on other factors, such as applicant income. We maintain a credit card securitization program and selectively sell charged-off credit card loans.
Auto: We originate both prime and subprime auto loans. Customers are acquiredloans through a network of auto dealers and direct marketing. Our auto loans generally have fixed interest rates and loan terms of 75 months or less, but can go up to 84 months. Loan size limits are customized by program and are generally less than $75,000. Similar to credit card accounts, the underwriting criteria are customized for individual products and marketing programs and based on analysis of net present value of expected revenues, expenses and losses, and are subject to maintaining resilience under a variety of stress conditions. Underwriting decisions are generally based on an applicant’s income, estimated debt-to-income ratio,net disposable income, and credit bureau information including FICO scores, along with collateral characteristics such as loan-to-value (“LTV”) ratio. We generally retain all of ourmaintain an auto loans, though we have securitized and sold auto loans in the past and may do so in the future.
securitization program.
Home loans: Most of the existing home loans in our loan portfolio were originated by banks we acquired. We previously originated residential mortgage and home equity loans through our branches, direct marketing and dedicated home loan officers. On November 7, 2017, we announced our decision to cease new originations of residential mortgage and home equity loan products within our Consumer Banking business. We continue to service our existing home loan portfolio. Our primary home loan products included conforming and non-conforming fixed rate and adjustable rate mortgage loans, as well as first and second lien home equity loans and lines of credit. In general, our underwriting policy limits for such loans were:
a maximum LTV ratio of 90% for loans without mortgage insurance;
a maximum LTV ratio of 97% for loans with mortgage insurance or for home equity products;
a maximum debt-to-income ratio of 50%; and
a maximum loan amount of $3 million.

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Our underwriting procedures were intended to verify the income of applicants and obtain appraisals to determine home values. We might, in limited instances, have used automated valuation models to determine home values. Our underwriting standards for conforming loans were designed to meet the underwriting standards required by the government-sponsored enterprises at a minimum, and we sold most of our conforming loans to these enterprises. We generally retained non-conforming mortgages, home equity loans and lines of credit.
Commercial: We offer a range of commercial lending products, including loans secured by commercial real estate and loans to middle market commercial and industrial companies. Our commercial loans may have a fixed or variable interest rate; however, the majority of our commercial loans have variable rates. Our underwriting standards require an analysis of the borrower’s financial condition and prospects, as well as an assessment of the industry in which the borrower operates. Where relevant, we evaluate and appraise underlying collateral and guarantees. We maintain underwriting guidelines and limits for major types of borrowers and loan products that specify, where applicable, guidelines for debt service coverage, leverage, LTV ratio and standard covenants and conditions. We assign a risk rating and establish a monitoring schedule for loans based on the risk profile of the borrower, industry segment, source of repayment, the underlying collateral and guarantees, (if any)if any, and current market conditions. Although we generally retain the commercial loans we underwrite, we may syndicate positions for risk mitigation purposes, (includingincluding bridge financing transactions we have underwritten).underwritten. In addition, we originate and service multifamily commercial real estate loans which are sold to the government-sponsored enterprises.
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Portfolio Composition and Maturity Profile of Loans Held for Investment Portfolio Composition
Our loan portfolio consists of loans held for investment, including loans held in our consolidated trusts, and loans held for sale. The information presented in this section excludes loans held for sale, which totaled $5.9 billion and $2.7 billion as of December 31, 2021 and 2020, respectively.
Table 1615 presents the composition of our portfolio of loans held for investment including PCI loans, by portfolio segment as of December 31, 20172021 and 2016. 2020.
Table 16 and the credit metrics presented in this section exclude15: Portfolio Composition of Loans Held for Investment
December 31, 2021December 31, 2020
(Dollars in millions)Loans% of TotalLoans% of Total
Credit Card:
Domestic credit card$108,723 39.2 %$98,504 39.1 %
International card businesses6,049 2.2 8,452 3.4 
Total credit card114,772 41.4 106,956 42.5 
Consumer Banking:
Auto75,779 27.3 65,762 26.2 
Retail banking(1)
1,867 0.7 3,126 1.2 
Total consumer banking77,646 28.0 68,888 27.4 
Commercial Banking:(1)
Commercial and multifamily real estate35,262 12.7 30,681 12.2 
Commercial and industrial49,660 17.9 45,099 17.9 
Total commercial banking84,922 30.6 75,780 30.1 
Total loans held for investment$277,340 100.0 %$251,624 100.0 %
__________
(1)Include PPP loans held for sale, which are carried at lower of cost or fair value and totaled $971$232 million and $1.0 billion$102 million in our retail and commercial loan portfolios, respectively, as of December 31, 20172021 and 2016,$919 million and $238 million as of December 31, 2020, respectively.
Table 16 presents the maturities of our loans held for investment portfolio as of December 31, 2021.
Table 16: Loans Held for Investment Portfolio CompositionLoan Maturity Schedule
 December 31, 2021
(Dollars in millions)Due Up to
1 Year
> 1 Year
to 5 Years
> 5 Years to 15 Years> 15 YearsTotal
Fixed rate:
Credit card(1)
$2,046 $9,604   $11,650 
Consumer banking936 41,654 $34,361 $205 77,156 
Commercial banking1,316 3,422 6,577 2,117 13,432 
Total fixed-rate loans4,298 54,680 40,938 2,322 102,238 
Variable rate:
Credit card(1)
103,122    103,122 
Consumer banking478 9 3  490 
Commercial banking15,731 46,858 8,761 140 71,490 
Total variable-rate loans119,331 46,867 8,764 140 175,102 
Total loans$123,629 $101,547 $49,702 $2,462 $277,340 
__________
(1)Due to the revolving nature of credit card loans, we report the majority of our variable-rate credit card loans as due in one year or less. We report fixed-rate credit card loans with introductory rates that expire after a certain period of time as due in one year or less. We assume that the rest of our remaining fixed-rate credit card loans will mature within one to three years.
  December 31, 2017 December 31, 2016
(Dollars in millions) Loans % of Total Loans % of Total
Credit Card:        
Domestic credit card $105,293
 41.4% $97,120
 39.6%
International card businesses 9,469
 3.7
 8,432
 3.4
Total credit card 114,762
 45.1
 105,552
 43.0
Consumer Banking:        
Auto 53,991
 21.2
 47,916
 19.5
Home loan 17,633
 6.9
 21,584
 8.8
Retail banking 3,454
 1.4
 3,554
 1.4
Total consumer banking 75,078
 29.5
 73,054
 29.7
Commercial Banking:        
Commercial and multifamily real estate 26,150
 10.3
 26,609
 10.9
Commercial and industrial 38,025
 14.9
 39,824
 16.2
Total commercial lending 64,175
 25.2
 66,433
 27.1
Small-ticket commercial real estate 400
 0.2
 483
 0.2
Total commercial banking 64,575
 25.4
 66,916
 27.3
Other loans 58
 
 64
 
Total loans held for investment $254,473
 100.0% $245,586
 100.0%
86Capital One Financial Corporation (COF)

Geographic Composition
We market our credit card products throughout the United States, Canada and the United Kingdom. Our credit card loan portfolio is geographically diversified due to our product and marketing approach, with higher concentrations in California, Texas, New York, Florida, Illinois, Pennsylvaniaapproach. The table below presents the geographic profile of our credit card loan portfolio as of December 31, 2021 and Ohio.2020.

Table 17: Credit Card Portfolio by Geographic Region
December 31, 2021December 31, 2020
(Dollars in millions)Amount% of TotalAmount% of Total
Domestic credit card:
California$11,096 9.7 %$9,943 9.3 %
Texas9,100 7.9 8,090 7.6 
Florida7,738 6.7 6,910 6.5 
New York6,972 6.1 6,327 5.9 
Pennsylvania4,568 4.0 4,158 3.9 
Illinois4,478 3.9 4,149 3.9 
Ohio3,949 3.4 3,645 3.4 
New Jersey3,520 3.1 3,179 3.0 
Georgia3,397 3.0 3,046 2.8 
Michigan3,306 2.9 3,010 2.8 
Other50,599 44.0 46,047 43.0 
Total domestic credit card108,723 94.7 98,504 92.1 
International card businesses:
Canada3,015 2.6 5,728 5.4 
United Kingdom3,034 2.7 2,724 2.5 
Total international card businesses6,049 5.3 8,452 7.9 
Total credit card$114,772 100.0 %$106,956 100.0 %
8087Capital One Financial Corporation (COF)


Our auto loan portfolio is originatedgeographically diversified in most regions of the United States with a concentration in Texas, California, Florida, Georgia, Ohio, Louisianadue to our product and Illinois. Our home loan portfolio is concentrated in California, New York, Maryland, Virginia, Illinois, New Jersey and Texas.marketing approach. Retail banking includes small business loans and other consumer lending products originated through our branch network with a concentration in New York, Louisiana, Texas, New Jersey, Marylandnetwork. The table below presents the geographic profile of our auto loan and Virginia.retail banking portfolios as of December 31, 2021 and 2020.
OurTable 18: Consumer Banking Portfolio by Geographic Region
 December 31, 2021December 31, 2020
(Dollars in millions)Amount% of TotalAmount% of Total
Auto:
Texas$9,292 12.0 %$8,207 11.9 %
California9,127 11.8 7,573 11.0 
Florida6,443 8.3 5,544 8.1 
Georgia3,283 4.2 2,989 4.3 
Pennsylvania3,139 4.0 2,569 3.7 
Ohio3,053 3.9 2,770 4.0 
Illinois2,899 3.7 2,431 3.5 
New York2,536 3.3 2,267 3.3 
Other36,007 46.4 31,412 45.7 
Total auto75,779 97.6 65,762 95.5 
Retail banking:
New York613 0.8 1,081 1.6 
Texas383 0.5 576 0.8 
Louisiana363 0.4 634 0.9 
New Jersey149 0.2 222 0.3 
Maryland118 0.2 224 0.3 
Virginia93 0.1 179 0.3 
Other148 0.2 210 0.3 
Total retail banking1,867 2.4 3,126 4.5 
Total consumer banking$77,646 100.0 %$68,888 100.0 %
We originate commercial banking loan portfolio is originatedand multifamily real estate loans in most regions of the United States with a concentration inStates. The table below presents the tri-state areageographic profile of New York, New Jersey and Connecticut, as well as in Texas, California and Louisiana. Our small ticketour commercial real estate portfolio which was originated on a national basis through a broker network,of December 31, 2021 and 2020.
Table 19: Commercial Real Estate Portfolio by Region
December 31, 2021December 31, 2020
(Dollars in millions)Amount% of TotalAmount% of Total
Geographic concentration:(1)
Northeast$16,025 45.4 %$17,290 56.3 %
South6,210 17.6 3,806 12.4 
Pacific West5,556 15.8 3,424 11.2 
Mid-Atlantic3,105 8.8 3,344 10.9 
Midwest2,863 8.1 1,993 6.5 
Mountain1,503 4.3 824 2.7 
Total$35,262 100.0 %$30,681 100.0 %
__________
(1)Geographic concentration is in a run-off mode.generally determined by the location of the borrower’s business or the location of the collateral associated with the loan. Northeast consists of CT, MA, ME, NH, NJ, NY, PA, RI and VT. South consists of AL, AR, FL, GA, KY, LA, MS, NC, OK, SC, TN and TX. Pacific West consists of: AK, CA, HI, OR and WA. Mid-Atlantic consists of DC, DE, MD, VA and WV. Midwest consists of: IA, IL, IN, KS, MI, MN, MO, ND, NE, OH, SD and WI. Mountain consists of: AZ, CO, ID, MT, NM, NV, UT and WY.
We provide additional information on the geographic concentration, by loan category,
88Capital One Financial Corporation (COF)

Commercial Loans by Industry
Table 1720 summarizes our commercial loans held for investment portfolio by industry classification as of December 31, 20172021 and 2016.2020. Industry classifications below are based on our interpretation of the North American Industry Classification System codes as they pertain to each individual loan.
Table 17:20: Commercial Loans by Industry
(Percentage of portfolio) December 31,
2017
 December 31,
2016
Real estate 41% 40%
Healthcare 14
 14
Finance and insurance 13
 13
Business services 5
 5
Educational services 4
 4
Public administration 4
 4
Oil and gas 4
 4
Retail trade 3
 4
Construction and land 3
 3
Other 9
 9
Total 100% 100%
Purchased Credit-Impaired Loans
Our portfolio of loans includes certain of our consumer and commercial loans obtained in business acquisitions that were recorded at fair value at acquisition and subsequently accounted for using the guidance for accounting for PCI loans and debt securities, which is based upon expected cash flows. These PCI loans totaled $10.8 billion as of December 31, 2017 compared to $15.1 billion as of December 31, 2016.
The difference between the fair value at acquisition and expected cash flows represents the accretable yield, which is recognized in interest income over the life of the loans. The difference between the contractual payments on the loans and expected cash flows represents the nonaccretable difference, or the amount of principal and interest not considered collectible, which incorporates future expected credit losses over the life of the loans. We regularly update our estimate of expected principal and interest to be collected from these loans and evaluate the results for each accounting pool that was established at acquisition based on loans with common risk characteristics. Probable decreases in expected cash flows would trigger the recognition of an allowance for loan and lease losses through our provision for credit losses. Probable and significant increases in expected cash flows would first reverse any previously recorded allowance for loan and lease losses established subsequent to acquisition, with any remaining increase in expected cash flows recognized prospectively in interest income over the remaining estimated life of the underlying loans. See “Note 1—Summary of Significant Accounting Policies” for additional information on PCI loans that are accounted for based on expected cash flows.

(Percentage of portfolio)December 31, 2021December 31, 2020
Industry Classification:
Real estate35 %39 %
Finance25 17 
Healthcare9 11 
Business services6 
Educational services4 
Public administration4 
Construction and land3 
Retail trade3 
Oil and gas2 
Other9 
Total100 %100 %
8189Capital One Financial Corporation (COF)


Home Loans
The majority of our home loan portfolio are PCI loans from previous acquisitions, representing 58% and 67% of our total home loan portfolio as of December 31, 2017 and 2016, respectively. The expected cash flows for the PCI loans in our home loan portfolio are significantly impacted by future expectations of home prices and interest rates. Decreases in expected cash flows that result from declining conditions, particularly associated with these variables, could result in an increase in the allowance for loan and lease losses and reduction in accretable yield. Charge-offs on these loans are not recorded until the expected credit losses within the nonaccretable difference are depleted. In addition, PCI loans are not classified as delinquent or nonperforming, as we expect to collect our net investment in these loans and the nonaccretable difference is expected to absorb the majority of the losses associated with these loans.
Table 18 presents the break out of our total home loan portfolio by lien priority for PCI loans and remaining loans.
Table 18:Home Loans—Risk Profile by Lien Priority
  December 31, 2017
  Loans PCI Loans Total Home Loans
(Dollars in millions) Amount % of
Total
 Amount % of
Total
 Amount % of
Total
Lien type:            
1st lien
 $6,364
 36.1% $10,054
 57.0% $16,418
 93.1%
2nd lien
 994
 5.6
 221
 1.3
 1,215
 6.9
Total $7,358
 41.7% $10,275
 58.3% $17,633
 100.0%
  December 31, 2016
  Loans PCI Loans Total Home Loans
(Dollars in millions) Amount % of
Total
 Amount % of
Total
 Amount % of
Total
Lien type:            
1st lien
 $6,182
 28.7% $14,159
 65.5% $20,341
 94.2%
2nd lien
 974
 4.5
 269
 1.3
 1,243
 5.8
Total $7,156
 33.2% $14,428
 66.8% $21,584
 100.0%
See “Note 4—Loans” in this Report for additional credit quality information. See “Note 1—Summary of Significant Accounting Policies” for information on our accounting policies for PCI loans, delinquent loans, nonperforming loans, net charge-offs and troubled debt restructurings (“TDRs”) for each of our loan categories.

82Capital One Financial Corporation (COF)


Loan Maturity Profile
Table 19 presents the maturities of our loans held for investment portfolio as of December 31, 2017.
Table 19: Loan Maturity Schedule
  December 31, 2017
(Dollars in millions) 
Due Up to
1 Year
 
> 1 Year
to 5 Years
 > 5 Years Total
Fixed rate:        
Credit card(1)
 $987
 $15,593
 
 $16,580
Consumer banking 683
 34,554
 $26,129
 61,366
Commercial banking 1,173
 5,804
 7,702
 14,679
Other 
 1
 12
 13
Total fixed-rate loans 2,843
 55,952
 33,843
 92,638
Variable rate:        
Credit card(1)
 98,181
 1
 
 98,182
Consumer banking(2)
 9,193
 3,755
 764
 13,712
Commercial banking 49,430
 414
 52
 49,896
Other 37
 
 8
 45
Total variable-rate loans 156,841
 4,170
 824
 161,835
Total loans $159,684
 $60,122
 $34,667
 $254,473
__________
(1)
Due to the revolving nature of credit card loans, we report the majority of our variable-rate credit card loans as due in one year or less. We report fixed-rate credit card loans with introductory rates that expire after a certain period of time as due in one year or less. We assume that the rest of our remaining fixed-rate credit card loans will mature within one to three years.
(2)
We report the maturity period for the home loan portfolio included in the Consumer Banking business based on the earlier of the next re-pricing or contractual maturity date of the loan.
Credit Risk Measurement
We closely monitor economic conditions and loan performance trends to assess and manage our exposure to credit risk. Key metrics we track in evaluating the credit quality of our loan portfolio include delinquency and nonperforming asset rates, as well as net charge-off rates and our internal risk ratings of larger-balance commercial loans. Trends in delinquency rates are one of the primary indicators ofkey credit risk within our consumer loan portfolios, particularly inquality indicator for our credit card and retail banking loan portfolios as changes in delinquency rates can provide an early warning of changes in potential future credit losses. The primarykey indicator we monitor when assessing the credit quality and risk of our auto loan portfolio is borrower credit scores as they provide insight into borrower risk inprofiles, which give indications of potential future credit losses. The key credit quality indicator for our commercial loan portfolios is our internal risk ratings. Becauseratings as we generally classify loans that have been delinquent for an extended period of time and other loans with significant risk of loss as nonperforming, thenonperforming. In addition to these credit quality indicators, we also manage and monitor other credit quality metrics such as level of nonperforming assets represents another indicator of the potential for future credit losses. In addition to delinquency rates, the geographic distribution of our loans provides insight as to the exposure of the portfolio to regional economic conditions.and net charge-off rates.
We underwrite most consumer loans using proprietary models, which are typically based oninclude credit bureau data, includingsuch as borrower credit scores, along with application information and, where applicable, collateral and deal structure data. We continuously adjust our management of credit lines and collection strategies based on customer behavior and risk profile changes. We also use borrower credit scores for subprime classification, for competitive benchmarking and, in some cases, to drive product segmentation decisions. 

83Capital One Financial Corporation (COF)


The following table21 provides details on the credit scores of our domestic credit card and auto loan portfolios as of December 31, 2021 and 2020.
Table 21: Credit Score Distribution
(Percentage of portfolio)December 31, 2021December 31, 2020
Domestic credit card—Refreshed FICO scores:(1)
Greater than 66071 %69 %
660 or below29 31 
Total100 %100 %
AutoAt origination FICO scores:(2)
Greater than 66050 %46 %
621 - 66020 20 
620 or below30 34 
Total100 %100 %
__________
(1)Percentages represent period-end loans held for investment portfolios asin each credit score category. Domestic card credit scores generally represent FICO scores. These scores are obtained from one of December 31, 2017the major credit bureaus at origination and 2016.are refreshed monthly thereafter. We approximate non-FICO credit scores to comparable FICO scores for consistency purposes. Balances for which no credit score is available or the credit score is invalid are included in the 660 or below category.
Table 20: Credit Score Distribution
(Percentage of portfolio) December 31,
2017
 December 31,
2016
Domestic credit card—Refreshed FICO scores:(1)
    
Greater than 660 66% 64%
660 or below 34
 36
Total 100% 100%
AutoAt origination FICO scores:(2)
    
Greater than 660 51% 52%
621 - 660 18
 17
620 or below 31
 31
Total 100% 100%
(2)Percentages represent period-end loans held for investment in each credit score category. Auto credit scores generally represent average FICO scores obtained from three credit bureaus at the time of application and are not refreshed thereafter. Balances for which no credit score is available or the credit score is invalid are included in the 620 or below category.
__________
(1)
Percentages represent period-end loans held for investment in each credit score category. Domestic card credit scores generally represent FICO scores. These scores are obtained from one of the major credit bureaus at origination and are refreshed monthly thereafter. We approximate non-FICO credit scores to comparable FICO scores for consistency purposes. Balances for which no credit score is available or the credit score is invalid are included in the 660 or below category.
(2)
Percentages represent period-end loans held for investment in each credit score category. Auto credit scores generally represent average FICO scores obtained from three credit bureaus at the time of application and are not refreshed thereafter. Balances for which no credit score is available or the credit score is invalid are included in the 620 or below category.
We present information in the section below on the credit performance of our loan portfolio, including the key metrics we use in tracking changes in the credit quality of our loan portfolio.
See Note 4—Loans” in this Report“Note 3—Loans” for additional credit quality information and see Note“Note 1—Summary of Significant Accounting PoliciesPolicies” for information on our accounting policies for delinquent and nonperforming loans, net charge-offs and TDRs for each of our loan categories.
Delinquency Rates
We consider the entire balance of an account to be delinquent if the minimum required payment is not received by the customer’s due date, measured at each balance sheet date. Our 30+ day delinquency metrics include all loans held for investment that are 30 or more days past due, whereas our 30+ day performing delinquency metrics include all loans held for investment that are 30 or more days past due but are currently classified as performing and accruing interest. The 30+ day delinquency and 30+ day performing delinquency metrics are the same for domestic credit card loans, as we continue to classify these loans as performing until the account is charged off, typically when the account is 180 days past due. See Note“Note 1—Summary of Significant Accounting PoliciesPolicies” for information on our policies for classifying loans as nonperforming for each of our loan categories. We provide additional information on our credit quality metrics above underin “MD&A—Business Segment Financial Performance.”

8490Capital One Financial Corporation (COF)


Table 2122 presents our 30+ day performing delinquency rates and 30+ day delinquency rates of our portfolio of loans held for investment, including PCI loans, by portfolio segment, as of December 31, 20172021 and 2016.2020.
Table 21: 22: 30+ Day Delinquencies
  December 31, 2017 December 31, 2016
  30+ Day Performing Delinquencies 30+ Day Delinquencies 30+ Day Performing Delinquencies 30+ Day Delinquencies
(Dollars in millions) Amount 
Rate(1)
 Amount 
Rate(1)
 Amount 
Rate(1)
 Amount 
Rate(1)
Credit Card:                
Domestic credit card(2)
 $4,219
 4.01% $4,219
 4.01% $3,839
 3.95% $3,839
 3.95%
International card businesses 344
 3.64
 359
 3.80
 283
 3.36
 317
 3.76
Total credit card(2)
 4,563
 3.98
 4,578
 3.99
 4,122
 3.91
 4,156
 3.94
Consumer Banking:                
Auto 3,513
 6.51
 3,840
 7.11
 2,931
 6.12
 3,154
 6.58
Home loan(3)
 35
 0.20
 123
 0.70
 43
 0.20
 205
 0.95
Retail banking 26
 0.76
 47
 1.35
 25
 0.70
 49
 1.39
Total consumer banking(3)
 3,574
 4.76
 4,010
 5.34
 2,999
 4.10
 3,408
 4.67
Commercial Banking:                
Commercial and multifamily real estate 69
 0.26
 107
 0.41
 20
 0.07
 45
 0.17
Commercial and industrial 18
 0.05
 158
 0.42
 36
 0.09
 408
 1.02
Total commercial lending 87
 0.14
 265
 0.41
 56
 0.08
 453
 0.68
Small-ticket commercial real estate 1
 0.21
 7
 1.55
 6
 1.31
 10
 2.14
Total commercial banking 88
 0.14
 272
 0.42
 62
 0.09
 463
 0.69
Other loans 2
 3.28
 4
 6.29
 2
 3.66
 8
 12.90
Total(2)
 $8,227
 3.23
 $8,864
 3.48
 $7,185
 2.93
 $8,035
 3.27
 December 31, 2021December 31, 2020
 30+ Day Performing Delinquencies30+ Day Delinquencies30+ Day Performing Delinquencies30+ Day Delinquencies
(Dollars in millions)Amount
Rate(1)
Amount
Rate(1)
Amount
Rate(1)
Amount
Rate(1)
Credit Card:
Domestic credit card$2,411 2.22 %$2,411 2.22 %$2,388 2.42 %$2,388 2.42 %
International card businesses207 3.42 213 3.51 221 2.61 234 2.77 
Total credit card2,618 2.28 2,624 2.29 2,609 2.44 2,622 2.45 
Consumer Banking:
Auto3,271 4.32 3,558 4.69 3,140 4.78 3,381 5.14 
Retail banking36 1.92 60 3.20 41 1.32 62 1.99 
Total consumer banking3,307 4.26 3,618 4.66 3,181 4.62 3,443 5.00 
Commercial Banking:
Commercial and multifamily real estate108 0.31 162 0.46 202 0.66 341 1.11 
Commercial and industrial211 0.43 281 0.57 84 0.19 158 0.35 
Total commercial banking319 0.38 443 0.52 286 0.38 499 0.66 
Total$6,244 2.25 $6,685 2.41 $6,076 2.41 $6,564 2.61 
__________
(1)
Delinquency rates are calculated by dividing delinquency amounts by period-end loans held for investment for each specified loan category, including PCI loans as applicable.
(2)
Excluding the impact of the Cabela’s acquisition, the domestic credit card and total credit card 30+ day performing delinquency rates as of December 31, 2017 would have been 4.18% and 4.14%, respectively, and the total 30+ day performing delinquency rate would have been 3.28%.
(3)
Excluding the impact of PCI loans, the 30+ day performing delinquency rate for our home loan and total consumer banking portfolios was 0.48% and 5.52%, respectively, as of December 31, 2017, and 0.59% and 5.12%, respectively, as of December 31, 2016. Excluding the impact of PCI loans, the 30+ day delinquency rate for our home loan and total consumer banking portfolios was 1.67% and 6.19%, respectively, as of December 31, 2017, and 2.86% and 5.82%, respectively, as of December 31, 2016.

(1)Delinquency rates are calculated by dividing delinquency amounts by period-end loans held for investment for each specified loan category.
85Capital One Financial Corporation (COF)


Table 2223 presents an aging and geography ofour 30+ day delinquent loans, by aging and geography, as of December 31, 20172021 and 2016.2020.
Table 22: 23: Aging and Geography of 30+ Day Delinquent Loans
 December 31, 2017 December 31, 2016 December 31, 2021December 31, 2020
(Dollars in millions) Amount 
Rate(1)
 Amount 
Rate(1)
(Dollars in millions)Amount
Rate(1)
Amount
Rate(1)
Delinquency status:        Delinquency status:
30 – 59 days $3,945
 1.55% $3,466
 1.41%30 – 59 days$3,501 1.26 %$3,330 1.32 %
60 – 89 days 2,166
 0.85
 1,920
 0.78
60 – 89 days1,656 0.60 1,485 0.59 
> 90 days
 2,753
 1.08
 2,649
 1.08
> 90 days
1,528 0.55 1,749 0.70 
Total $8,864
 3.48% $8,035
 3.27%Total$6,685 2.41 %$6,564 2.61 %
Geographic region:        Geographic region:
Domestic $8,505
 3.34% $7,718
 3.14%Domestic$6,472 2.33 %$6,330 2.52 %
International 359
 0.14
 317
 0.13
International213 0.08 234 0.09 
Total $8,864
 3.48% $8,035
 3.27%Total$6,685 2.41 %$6,564 2.61 %
Total loans held for investment $254,473
 

 $245,586
  
__________
__________
(1)Delinquency rates are calculated by dividing delinquency amounts by total period-end loans held for investment.
(1)
Delinquency rates are calculated by dividing delinquency amounts by total period-end loans held for investment, including PCI loans as applicable.91Capital One Financial Corporation (COF)

Table 2324 summarizes loans that were 90+ days delinquent as to interest or principal, and still accruing interest as of December 31, 20172021 and 2016.2020. These loans consist primarily of credit card accounts between 90 days and 179 days past due. As permitted by regulatory guidance issued by the Federal Financial Institutions Examination Council, (“FFIEC”), we continue to accrue interest and fees on domestic credit card loans through the date of charge-off,charge off, which is typically in the period the account becomes 180 days past due. While domestic credit card loans typically remain on accrual status until the loan is charged off, we reduce the balance of our credit card receivables by the amount of finance charges and fees billed but not expected to be collected and exclude this amount from revenue.
Table 23: 24: 90+ Day Delinquent Loans Accruing Interest
 December 31, 2017 December 31, 2016 December 31, 2021December 31, 2020
(Dollars in millions) Amount 
Rate(1)
 Amount 
Rate(1)
(Dollars in millions)Amount
Rate(1)
Amount
Rate(1)
Loan category:        Loan category:
Credit card $2,221
 1.94% $1,936
 1.83%Credit card$1,192 1.04 %$1,251 1.17 %
Commercial banking 12
 0.02
 
 
Commercial banking3  51 0.07 
Total $2,233
 0.88
 $1,936
 0.79
Total$1,195 0.43 $1,302 0.52 
Geographic region:        Geographic region:
Domestic $2,105
 0.86
 $1,840
 0.78
Domestic$1,113 0.41 $1,220 0.50 
International 128
 1.35
 96
 1.14
International82 1.36 82 0.97 
Total $2,233
 0.88
 $1,936
 0.79
Total$1,195 0.43 $1,302 0.52 
__________
__________
(1)Delinquency rates are calculated by dividing delinquency amounts by period-end loans held for investment for each specified loan category.
(1)
Delinquency rates are calculated by dividing delinquency amounts by period-end loans held for investment for each specified loan category, including PCI loans as applicable.92Capital One Financial Corporation (COF)

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Nonperforming Loans and Nonperforming Assets
Nonperforming assets consist of nonperforming loans, foreclosed properties and repossessed assets and the net realizable value of certain partially charged off auto loans.other foreclosed assets. Nonperforming loans include loans that have been placed on nonaccrual status. See Note“Note 1—Summary of Significant Accounting PoliciesPolicies” for information on our policies for classifying loans as nonperforming for each of our loan categories.

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Table 2425 presents comparative information onour nonperforming loans, by portfolio segment, and other nonperforming assets as of December 31, 20172021 and 2016.2020. We do not classify loans held for sale as nonperforming, as they are recorded at the lower of cost or fair value.nonperforming. We provide additional information on our credit quality metrics above underin “MD&A—Business Segment Financial Performance.”
Table 24: 25: Nonperforming Loans and Other Nonperforming Assets(1)
 December 31, 2017 December 31, 2016 December 31, 2021December 31, 2020
(Dollars in millions) Amount Rate Amount Rate(Dollars in millions)AmountRateAmountRate
Nonperforming loans held for investment:(2)
        
Nonperforming loans held for investment:(2)
Credit Card:        Credit Card:
International card businesses $24
 0.25% $42
 0.50%International card businesses$10 0.16 %$21 0.24 %
Total credit card 24
 0.02
 42
 0.04
Total credit card10 0.01 21 0.02 
Consumer Banking:        Consumer Banking:
Auto(3)
 376
 0.70
 223
 0.47
Home loan(4)
 176
 1.00
 273
 1.26
AutoAuto344 0.45 294 0.45 
Retail banking 35
 1.00
 31
 0.86
Retail banking47 2.51 30 0.96 
Total consumer banking(4)
 587
 0.78
 527
 0.72
Total consumer bankingTotal consumer banking391 0.50 324 0.47 
Commercial Banking:        Commercial Banking:
Commercial and multifamily real estate 38
 0.15
 30
 0.11
Commercial and multifamily real estate383 1.09 200 0.65 
Commercial and industrial 239
 0.63
 988
 2.48
Commercial and industrial316 0.64 450 1.00 
Total commercial lending 277
 0.43
 1,018
 1.53
Small-ticket commercial real estate 7
 1.65
 4
 0.85
Total commercial banking 284
 0.44
 1,022
 1.53
Total commercial banking699 0.82 650 0.86 
Other loans 4
 7.71
 8
 13.10
Total nonperforming loans held for investment(5)
 $899
 0.35
 $1,599
 0.65
Other nonperforming assets:(6)
        
Foreclosed property $88
 0.03
 $75
 0.03
Other assets(3)
 65
 0.03
 205
 0.08
Total other nonperforming assets 153
 0.06
 280
 0.11
Total nonperforming loans held for investment(3)
Total nonperforming loans held for investment(3)
1,100 0.40 995 0.40 
Other nonperforming assets(4)
Other nonperforming assets(4)
41 0.01 45 0.01 
Total nonperforming assets $1,052
 0.41
 $1,879
 0.76
Total nonperforming assets$1,141 0.41 $1,040 0.41 
____________________
(1)We recognized interest income for loans classified as nonperforming of $43 million and $39 million in 2021 and 2020, respectively. Interest income foregone related to nonperforming loans was $51 million and $49 million in 2021 and 2020, respectively. Foregone interest income represents the amount of interest income in excess of recognized interest income that would have been recorded during the period for nonperforming loans as of the end of the period had the loans performed according to their contractual terms.
(1)
We recognized interest income for loans classified as nonperforming of $52 million and $45 million in 2017 and 2016, respectively. Interest income foregone related to nonperforming loans was $44 million and $59 million in 2017 and 2016, respectively. Foregone interest income represents the amount of interest income that would have been recorded during the period for nonperforming loans as of the end of the period had the loans performed according to their contractual terms.
(2)
Nonperforming loan rates are calculated based on nonperforming loans for each category divided by period-end total loans held for investment for each respective category.
(3)
Beginning in the first quarter of 2017, partially charged-off auto loans previously presented within other assets were prospectively included within loans held for investment. Other assets includes repossessed assets obtained in satisfaction of auto loans and the net realizable value of certain partially charged-off auto loans, which will continue to decline over time.
(4)
Excluding the impact of PCI loans, the nonperforming loan rates for our home loan and total consumer banking portfolios were 2.39% and 0.91%, respectively, as of December 31, 2017, compared to 3.81% and 0.90%, respectively, as of December 31, 2016.
(5)
Excluding the impact of domestic credit card loans, nonperforming loans as a percentage of total loans held for investment was 0.60% and 1.08% as of December 31, 2017 and 2016, respectively.
(6)
The denominators used in calculating nonperforming asset rates consist of total loans held for investment and total other nonperforming assets.

(2)Nonperforming loan rates are calculated based on nonperforming loans for each category divided by period-end total loans held for investment for each respective category.
(3)Excluding the impact of domestic credit card loans, nonperforming loans as a percentage of total loans held for investment was 0.65% as of both December 31, 2021 and 2020.
(4)The denominators used in calculating nonperforming asset rates consist of total loans held for investment and other nonperforming assets.
8793Capital One Financial Corporation (COF)

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Net Charge-Offs
Net charge-offs consist of the unpaid principal balanceamortized cost basis, excluding accrued interest, of loans held for investment that we determine to be uncollectible, net of recovered amounts. We charge off loans as a reduction to the allowance for loan and leasecredit losses when we determine the loan is uncollectible and record subsequent recoveries of previously charged-offcharged off amounts as increases to the allowance for loan and leasecredit losses. Uncollectible finance charges and fees are reversed through revenue and certain fraud losses are recorded in other non-interest expense. Generally, costs to recover charged-offcharged off loans are recorded as collection expenses as incurred and are included in our consolidated statements of income as a component of other non-interest expense as incurred.expense. Our charge-off policy for loans varies based on the loan type. See Note“Note 1—Summary of Significant Accounting PoliciesPolicies” for information on our charge-off policy for each of our loan categories.
Table 2526 presents our net charge-off amounts and rates, by portfolio segment, in 2017, 20162021, 2020 and 2015.2019.
Table 25: 26: Net Charge-Offs (Recoveries)
 Year Ended December 31, Year Ended December 31,
 2017 2016 2015 202120202019
(Dollars in millions) Amount 
Rate(1)
 Amount 
Rate(1)
 Amount 
Rate(1)
(Dollars in millions)Amount
Rate(1)
Amount
Rate(1)
Amount
Rate(1)
Credit Card:            Credit Card:
Domestic credit card(2)
 $4,739
 4.99% $3,681
 4.16 % $2,718
 3.45 %
Domestic credit cardDomestic credit card$1,820 1.90 %$4,002 3.93 %$4,818 4.58 %
International card businesses 315
 3.69
 272
 3.33
 200
 2.50
International card businesses136 1.96 268 3.26 331 3.71 
Total credit card(2)
 5,054
 4.88
 3,953
 4.09
 2,918
 3.36
Total credit cardTotal credit card1,956 1.90 4,270 3.88 5,149 4.51 
Consumer Banking:            Consumer Banking:
Auto 957
 1.86
 752
 1.69
 674
 1.69
Auto200 0.28 522 0.83 876 1.51 
Home loan(3)
 15
 0.08
 14
 0.06
 9
 0.03
Retail banking 66
 1.92
 54
 1.53
 48
 1.33
Retail banking76 2.77 56 1.82 71 2.57 
Total consumer banking(3)
 1,038
 1.39
 820
 1.15
 731
 1.03
Total consumer bankingTotal consumer banking276 0.37 578 0.87 947 1.56 
Commercial Banking:            Commercial Banking:
Commercial and multifamily real estate 1
 
 (3) (0.01) (15) (0.06)Commercial and multifamily real estate8 0.03 41 0.13 — 
Commercial and industrial 463
 1.17
 293
 0.75
 60
 0.21
Commercial and industrial(6)(0.01)336 0.73 155 0.36 
Total commercial lending 464
 0.69
 290
 0.45
 45
 0.09
Small-ticket commercial real estate 1
 0.24
 2
 0.30
 2
 0.36
Total commercial banking 465
 0.69
 292
 0.45
 47
 0.09
Total commercial banking2  377 0.49 156 0.22 
Other loans 5
 9.70
 (3) (3.89) (1) (1.66)
Total net charge-offs $6,562
 2.67
 $5,062
 2.17
 $3,695
 1.75
Total net charge-offs$2,234 0.88 $5,225 2.06 $6,252 2.53 
Average loans held for investment $245,565
   $233,272
   $210,745
  Average loans held for investment$252,730 $253,335 $247,450 
____________________
(1)
Net charge-off (recovery) rate is calculated by dividing net charge-offs by average loans held for investment for the period for each loan category.
(2)
Excluding the impact of the Cabela’s acquisition, the domestic credit card and total credit card net charge-off rates for the year ended December 31, 2017 would have been 5.07% and 4.95%, respectively.
(3)
Excluding the impact of PCI loans, the net charge-off rates for our home loan and total consumer banking portfolios were 0.07% and 1.65%, respectively, for the year ended December 31, 2017 compared to 0.20% and 1.49%, respectively, for the year ended December 31, 2016, and 0.13% and 1.45%, respectively, for the year ended December 31, 2015.

(1)Net charge-off (recovery) rates are calculated by dividing annualized net charge-offs (recoveries) by average loans held for investment for the period for each loan category.
8894Capital One Financial Corporation (COF)

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Troubled Debt Restructurings
As part of our loss mitigation efforts, we may provide short-term (three to twelve months) or long-term (greater than twelve months) modifications to a borrower experiencing financial difficulty to improve long-term collectability of the loan and to avoid the need for foreclosurerepossession or repossessionforeclosure of collateral.
Guidance issued by the Federal Banking Agencies and contained in the CARES Act provided banking organizations with TDR relief for loan modifications to current borrowers impacted by the COVID-19 pandemic. The majority of enrollments in our COVID-19 programs would generally not have resulted in TDR classification under our existing policies as the concession granted was insignificant. We consider the impact of all loan modifications, including those classified as TDRs and those offered in response to the COVID-19 pandemic, when estimating the credit quality of our loan portfolio and establishing allowance levels.
Table 2627 presents our recorded investmentamortized cost of loans modified in TDRs as of December 31, 20172021 and 2016,2020, which excludes loan modifications that do not meet the definition of a TDR and PCI loans which we trackthat received relief under the guidance issued by the Federal Banking Agencies and report separately.contained in the CARES Act in response to the COVID-19 pandemic.
Table 26: 27: Troubled Debt Restructurings
 December 31, 2017 December 31, 2016 December 31, 2021December 31, 2020
(Dollars in millions) Amount % of Total Modifications Amount % of Total Modifications(Dollars in millions)Amount% of Total ModificationsAmount% of Total Modifications
Credit card $812
 36.9% $715
 29.0%
Credit Card:Credit Card:
Domestic credit cardDomestic credit card$390 23.8 %$511 24.5 %
International card businessesInternational card businesses177 10.8217 10.4 
Total credit cardTotal credit card567 34.6728 34.9 
Consumer banking:        Consumer banking:
Auto 481
 21.9
 523
 21.2
Auto603 36.7 615 29.5 
Home loan 192
 8.7
 241
 9.8
Retail banking 37
 1.7
 43
 1.7
Retail banking13 0.8 18 0.9 
Total consumer banking 710
 32.3
 807
 32.7
Total consumer banking616 37.5 633 30.4 
Commercial banking 679
 30.8
 944
 38.3
Commercial banking457 27.9 723 34.7 
Total $2,201
 100.0% $2,466
 100.0%Total$1,640 100.0 %$2,084 100.0 %
Status of TDRs:        Status of TDRs:
Performing $1,850
 84.1% $1,631
 66.1%Performing$1,282 78.2 %$1,718 82.4 %
Nonperforming 351
 15.9
 835
 33.9
Nonperforming358 21.8 366 17.6 
Total $2,201
 100.0% $2,466
 100.0%Total$1,640 100.0 %$2,084 100.0 %
In theour Credit Card business, the majority of our credit card loans modified in TDRs involve reducing the interest rate on the account and placing the customer on a fixed payment plan not exceeding 60 months. The effective interest rate in effect immediately prior to the loan modification is used as the effective interest rate for purposes of measuring impairment using the present value of expected cash flows. If the customer does not comply with the modified payment terms, then the credit card loan agreement may revert to its original payment terms, likelygenerally resulting in any loan outstanding reflected in the appropriate delinquency category and charged off in accordance with our standard charge-off policy.
In theour Consumer Banking business, the majority of our loans modified in TDRs receive an extension, an interest rate reduction or principal reduction, or a combination of the three.these concessions. In addition, TDRs also occur in connection with bankruptcy of the borrower. In certain bankruptcy discharges, the loan is written down to the collateral value and the charged off amount is reported as principal reduction. Their impairmentImpairment is determined using the present value of expected cash flows or a collateral evaluation for certain auto and home loans where the collateral value is lower than the recorded investment.amortized cost.
In theour Commercial Banking business, the majority of loans modified in TDRs receive an extension, with a portion of these loans receiving an interest rate reduction or a gross balance reduction. The impairment on modified commercial loans is generally determined based on the underlying collateral value.
95Capital One Financial Corporation (COF)

We provide additional information on modified loans accounted for as TDRs, including the performance of those loans subsequent to modification, in Note 4—Loans.“Note 3—Loans.
Impaired Loans
A loan is considered to be impaired when, based on current information and events, it is probable that we will be unable to collect all amounts due from the borrower in accordance with the original contractual terms of the loan. Generally, we report loans as impaired based on the method for measuring impairment in accordance with applicable accounting guidance. Loans defined as individually impaired include larger-balance commercial nonperforming loans and TDRs. Loans held for sale are not reported as impaired, as these loans are recorded at lower of cost or fair value. Impaired loans also exclude PCI loans, which are accounted for based on expected cash flows because this accounting methodology takes into consideration future credit losses expected to be incurred.

89Capital One Financial Corporation (COF)

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Impaired loans totaled $2.4 billion and $3.2 billion as of December 31, 2017 and 2016, respectively. These amounts include TDRs of $2.2 billion and $2.5 billion as of December 31, 2017 and 2016, respectively. We provide additional information on our impaired loans, including the allowance for loan and lease losses established for these loans, in “Note 4—Loans” and “Note 5—Allowance for Loan and Lease Losses and Reserve for Unfunded Lending Commitments.”
Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending Commitments
Our allowance for loan and leasecredit losses represents management’s bestcurrent estimate of incurred loan and leaseexpected credit losses inherent toover the contractual terms of our loans held for investment portfolio as of each balance sheet date. Expected recoveries of amounts previously charged off or expected to be charged off are recognized within the allowance. We also estimate expected credit losses related to unfunded lending commitments that are not unconditionally cancellable. The allowanceprovision for loan and lease losses on unfunded lending commitments is increased throughincluded in the provision for credit losses in our consolidated statements of income and reduced by net charge-offs.the related reserve for unfunded lending commitments is included in other liabilities on our consolidated balance sheets. We provide additional information on the methodologies and key assumptions used in determining our allowance for loan and leasecredit losses under “Notein “Note 1—Summary of Significant Accounting PoliciesPolicies”.
Table 2728 presents changes in our allowance for loan and leasecredit losses and reserve for unfunded lending commitments for 20172021 and 2016,2020, and details by portfolio segment for the provision for credit losses, charge-offs and recoveries.

90Capital One Financial Corporation (COF)

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Table 27: 28: Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending Commitments Activity
  Credit Card Consumer Banking      
(Dollars in millions) Domestic Card International Card Businesses Total Credit Card Auto Home
Loan
 Retail
Banking
 Total
Consumer
Banking
 Commercial Banking 
Other(1)
 Total
Allowance for loan and lease losses:                    
Balance as of December 31, 2015 $3,355
 $299
 $3,654
 $726
 $70
 $72
 $868
 $604
 $4
 $5,130
Charge-offs (4,586) (433) (5,019) (1,135) (22) (69) (1,226) (307) (3) (6,555)
Recoveries 905
 161
 1,066
 383
 8
 15
 406
 15
 6
 1,493
Net charge-offs (3,681) (272) (3,953) (752) (14) (54) (820) (292) 3
 (5,062)
Provision for loan and lease losses 4,555
 371
 4,926
 983
 9
 63
 1,055
 515
 (5) 6,491
Allowance build (release) for loan and lease losses 874
 99
 973
 231
 (5) 9
 235
 223
 (2) 1,429
Other changes(2)
 
 (21) (21) 
 
 (1) (1) (34) 
 (56)
Balance as of December 31, 2016 4,229
 377
 4,606
 957
 65
 80
 1,102
 793
 2
 6,503
Reserve for unfunded lending commitments:                    
Balance as of December 31, 2015 
 
 
 
 
 7
 7
 161
 
 168
Benefit for losses on unfunded lending commitments 
 
 
 
 
 
 
 (32) 
 (32)
Balance as of December 31, 2016 
 
 
 
 
 7
 7
 129
 
 136
Combined allowance and reserve as of December 31, 2016 $4,229
 $377
 $4,606
 $957
 $65
 $87
 $1,109
 $922
 $2
 $6,639
Allowance for loan and lease losses:                    
Balance as of December 31, 2016 $4,229
 $377
 $4,606
 $957
 $65
 $80
 $1,102
 $793
 $2
 $6,503
Charge-offs (5,844) (477) (6,321) (1,573) (22) (82) (1,677) (481) (34) (8,513)
Recoveries 1,105
 162
 1,267
 616
 7
 16
 639
 16
 29
 1,951
Net charge-offs (4,739) (315) (5,054) (957) (15) (66) (1,038) (465) (5) (6,562)
Provision for loan and lease losses 5,783
 283
 6,066
 1,119
 10
 51
 1,180
 313
 4
 7,563
Allowance build (release) for loan and lease losses 1,044
 (32) 1,012
 162
 (5) (15) 142
 (152) (1) 1,001
Other changes(2)
 
 30
 30
 
 (2) 
 (2) (30) 
 (2)
Balance as of December 31, 2017 5,273
 375
 5,648
 1,119
 58
 65
 1,242
 611
 1
 7,502
Reserve for unfunded lending commitments:                    
Balance as of December 31, 2016 
 
 
 
 
 7
 7
 129
 
 136
Benefit for losses on unfunded lending commitments 
 
 
 
 
 
 
 (12) 
 (12)
Balance as of December 31, 2017 
 
 
 
 
 7
 7
 117
 
 124
Combined allowance and reserve as of December 31, 2017 $5,273
 $375
 $5,648
 $1,119
 $58
 $72
 $1,249
 $728
 $1
 $7,626
Credit CardConsumer Banking
(Dollars in millions)Domestic CardInternational Card BusinessesTotal Credit CardAutoRetail BankingTotal Consumer BankingCommercial BankingTotal
Allowance for credit losses:
Balance as of December 31, 2019$4,997 $398 $5,395 $984 $54 $1,038 $775 $7,208 
Cumulative effects from adoption of the CECL standard2,237 2,241 477 25 502 102 2,845 
Finance charge and fee reserve reclassification(1)
439 23 462 — — — — 462 
Balance as of January 1, 2020$7,673 $425 $8,098 $1,461 $79 $1,540 $877 $10,515 
Charge-offs(5,318)(431)(5,749)(1,464)(70)(1,534)(394)(7,677)
Recoveries(2)
1,316 163 1,479 942 14 956 17 2,452 
Net charge-offs(4,002)(268)(4,270)(522)(56)(578)(377)(5,225)
Provision for credit losses6,979 348 7,327 1,676 77 1,753 1,158 10,238 
Allowance build for credit losses2,977 80 3,057 1,154 21 1,175 781 5,013 
Other changes(3)
— 36 36 — — — — 36 
Balance as of December 31, 202010,650 541 11,191 2,615 100 2,715 1,658 15,564 
Reserve for unfunded lending commitments:
Balance as of December 31, 2019— — — — 130 135 
Cumulative effects from adoption of the CECL standard— — — — (5)(5)42 37 
Balance as of January 1, 2020— — — — — — 172 172 
Provision for losses on unfunded lending commitments— — — — — — 23 23 
Balance as of December 31, 2020— — — — — — 195 195 
Combined allowance and reserve as of December 31, 2020$10,650 $541 $11,191 $2,615 $100 $2,715 $1,853 $15,759 
Allowance for credit losses:
Balance as of December 31, 2020$10,650 $541 $11,191 $2,615 $100 $2,715 $1,658 $15,564 
Charge-offs(3,138)(343)(3,481)(1,118)(93)(1,211)(48)(4,740)
Recoveries(2)
1,318 207 1,525 918 17 935 46 2,506 
Net charge-offs(1,820)(136)(1,956)(200)(76)(276)(2)(2,234)
Provision (benefit) for credit losses(868)(34)(902)(563)42 (521)(489)(1,912)
Allowance build (release) for credit losses(2,688)(170)(2,858)(763)(34)(797)(491)(4,146)
Other changes(4)
6 6 12     12 
Balance as of December 31, 20217,968 377 8,345 1,852 66 1,918 1,167 11,430 
Reserve for unfunded lending commitments:
Balance as of December 31, 2020— — — — — — 195 195 
Provision (benefit) for losses on unfunded lending commitments      (30)(30)
Balance as of December 31, 2021      165 165 
Combined allowance and reserve as of December 31, 2021$7,968 $377 $8,345 $1,852 $66 $1,918 $1,332 $11,595 
__________
(1)
Primarily consists of the legacy loan portfolio of our discontinued GreenPoint mortgage operations.
(2)
Represents foreign currency translation adjustments and the net impact of loan transfers and sales.

9196Capital One Financial Corporation (COF)

Table of Contents

(1)Concurrent with our adoption of the CECL standard in the first quarter of 2020, we reclassified our finance charge and fee reserve to our allowance for credit losses, with a corresponding increase to credit card loans held for investment.
(2)The amount and timing of recoveries are impacted by our collection strategies, which are based on customer behavior and risk profile and include direct customer communications, repossession of collateral, the periodic sale of charged off loans as well as additional strategies, such as litigation.
(3)Represents foreign currency translation adjustments.
(4)Represents foreign currency translation adjustments and an initial allowance for purchased credit-deteriorated loans of $6 million.


97Capital One Financial Corporation (COF)

Table 28of Contents
Allowance coverage ratios are calculated based on the allowance for credit losses for each specified portfolio segment divided by period-end loans held for investment within the specified loan category, as defined below. Table 29 presents the allowance coverage ratios as of December 31, 20172021 and 2016.2020.
Table 28: 29: Allowance Coverage Ratios for Specified Loan Category
  December 31, 2017 December 31, 2016
Total allowance coverage ratio 2.95% 2.65%
Allowance coverage ratios by loan category:(1)
    
Credit card (30+ day delinquent loans) 123.36
 110.83
Consumer banking (30+ day delinquent loans) 30.95
 32.32
Commercial banking (nonperforming loans) 215.14
 77.58
December 31, 2021December 31, 2020
(Dollars in millions)Allowance for Credit Losses
Amount(1)
Allowance Coverage RatioAllowance for Credit Losses
Amount(1)
Allowance Coverage Ratio
Credit Card$8,345 $2,624 318.08 %$11,191 $2,622 426.80 %
Consumer Banking1,918 3,618 53.01 2,715 3,443 78.85 
Commercial Banking1,167 699 166.93 1,658 650 254.97 
Total$11,430 277,340 4.12 $15,564 251,624 6.19 
__________
__________
(1)Represents period-end 30+ day delinquent loans for our credit card and consumer banking loan portfolios, nonperforming loans for our commercial banking loan portfolio and total loans held for investment for the total ratio.
(1)
Allowance coverage ratios by loan category are calculated based on the allowance for loan and lease losses for each specified portfolio segment divided by period-end loans held for investment within the specified loan category.
OurOur allowance for loancredit losses decreased by $4.1 billion to $11.4 billion, and leaseour allowance coverage ratio decreased by 207 basis points to 4.12% as of December 31, 2021 from 2020, driven by strong credit performance and an improved economic outlook.
The ratio of the allowance for credit losses increaseddivided by $999total nonperforming loans held for investment of $1.1 billion and $995 million as of December 31, 2021 and 2020, respectively, decreased by 526% to $7.51,039% as of December 31, 2021 from 1,565% as of December 31, 2020. Excluding the impact of the allowance for credit losses related to Domestic Card of $8.0 billion and $10.7 billion as of December 31, 2017 from December 31, 2016,2021 and the allowance coverage2020, respectively, this ratio increaseddecreased by 30 basis points179% to 2.95%315% as of December 31, 20172021 from 494% as of December 31, 2016.2020. The increases were primarilydecrease in the ratio in both scenarios was driven by:
an allowance build in our domestic credit card loan portfolio primarily due to increasing losses from recent vintages and portfolio seasoning; and
an allowance build in our auto loan portfolio due to higher losses associated with growth.
These increases were partially offset by an allowancea decrease in our commercial loan portfolio primarily driven by charge-offs in our taxi medallion lending portfolio, as well as reduced exposureallowance for credit losses due to strong credit performance and improved credit risk ratings in our oil and gas portfolio.economic outlook.
LIQUIDITY RISK PROFILE
We have established liquidity practices that are intended to ensure that we have sufficient asset-based liquidity to cover our funding requirements and maintain adequate reserves to withstand the potential impact of deposit attrition or diminished liquidity in the funding markets. WeIn addition to our cash and cash equivalents, we maintain these reserves in the form of investment securities and certain loans that are either readily-marketable or pledgeable assets that can be used as a source of liquidity, if needed.pledgeable.
Table 2930 below presents the composition of our liquidity reserves as of December 31, 20172021 and 2016.2020.
Table 29:30: Liquidity Reserves
(Dollars in millions) December 31, 2017 December 31, 2016(Dollars in millions)December 31, 2021December 31, 2020
Cash and cash equivalents $14,040
 $9,976
Cash and cash equivalents$21,746 $40,509 
Investment securities portfolio:    
Investment securities available for sale, at fair value 37,655
 40,737
Investment securities available for sale, at fair value95,261 100,445 
Investment securities held to maturity, at fair value 29,437
 26,196
Total investment securities portfolio 67,092
 66,933
FHLB borrowing capacity secured by loans 20,927
 24,078
FHLB borrowing capacity secured by loans7,109 10,162 
Outstanding FHLB advances and letters of credit secured by loans (9,115) (17,646)Outstanding FHLB advances and letters of credit secured by loans(8)(72)
Investment securities encumbered for Public Funds and others (8,619) (9,265)
Investment securities encumbered for Public Funds and other usesInvestment securities encumbered for Public Funds and other uses(7,874)(7,052)
Total liquidity reserves $84,325
 $74,076
Total liquidity reserves$116,234 $143,992 
Our liquidity reserves increaseddecreased by $10.2$27.8 billion to $84.3$116.2 billion as of December 31, 20172021 from December 31, 2016 2020 primarily due to thedriven by a decrease in our FHLB advances outstanding and an increase in our cash and cash equivalents.equivalents as excess cash was used, in part to fund loan growth. See “MD&A—Risk ManagementManagement” for additional information on our management of liquidity risk.

9298Capital One Financial Corporation (COF)

Table of Contents

Liquidity Coverage Ratio
We are subject to the Final Liquidity Coverage Ratio Ruleliquidity coverage ratio (“Final LCR Rule”LCR”) issuedstandard as implemented by the Federal Banking Agencies.Reserve and OCC (the “LCR Rule”). The Final LCR Rule came into effect in January 2015 and requiredrequires us to calculate our LCR daily. It also requires the Company to publicly disclose, on a quarterly basis, its LCR, certain related quantitative liquidity metrics, and a qualitative discussion of its LCR. Our average LCR during the fourth quarter of 2021 was 139%, which exceeded the LCR daily starting July 1, 2016. The minimum LCR standard was phased-in beginning January 1, 2015 and is atRule requirement of 100% as of January 1, 2017. At December 31, 2017, we exceeded the fully phased-in LCR requirement.. The calculation and the underlying components are based on our interpretations, expectations and assumptions of relevant regulations, as well as interpretations provided by our regulators, and are subject to change based on changes to future regulations and interpretations. See “Part I—Item 1. Business—Supervision and Regulation” for additional information.
Net Stable Funding Ratio
In October 2020, the Federal Banking Agencies finalized a rule to implement the NSFR in the United States (the “NSFR Rule”). The NSFR Rule requires the Company and each of the Banks to maintain an amount of available stable funding, which is a weighted measure of a company’s funding sources over a one-year time horizon, calculated by applying standardized weightings to equity and liabilities based on their expected stability, that is no less than a specified percentage of its required stable funding, which is calculated by applying standardized weightings to assets, derivatives exposures and certain other items based on their liquidity characteristics. As a Category III institution, the Company and the Banks are each required to maintain available stable funding in an amount at least equal to 85% of its required stable funding. The NSFR Rule became effective on July 1, 2021 and applies to the Company and each of the Banks. The NSFR Rule includes a semi-annual public disclosure requirement, with the first disclosure due 45 days after the end of the second quarter of 2023. The Company and the Banks exceeded the NSFR Rule requirement as of December 31, 2021.
Borrowing Capacity
We filedmaintain a shelf registration statement with the SEC on March 31, 2015, which expires in March 2018. Under this shelf registration,U.S. Securities and Exchange Commission (“SEC”) so that we may periodically offer and sell an indeterminate aggregate amount of senior or subordinated debt securities, preferred stock, depositary shares, common stock, purchase contracts, warrants and units. There is no limit under this shelf registration to the amount or number of such securities that we may offer and sell, subject to market conditions. We expect to file a new shelf registration statement prior to the expiration of our existing shelf registration statement. WeIn addition, we also filedmaintain a shelf registration statement with the SEC on January 12, 2016, which expires in January 2019 andthat allows us to periodically offer and sell up to $23$25 billion of securitized debt obligations from our credit card loan securitization trust.trust and a shelf registration that allows us to periodically offer and sell up to $20 billion of securitized debt obligations from our auto loan securitization trusts. The registered amounts under these shelf registration statements are subject to continuing review and change in the future, including as part of the routine renewal process.
In addition to our issuance capacity under the shelf registration statements, we also have access to FHLB advances, with a maximum borrowing capacity of $21.0 billion, of which $11.9 billion was still available to us to borrow as of December 31, 2017.the Federal Reserve Discount Window and the Fixed Income Clearing Corporation’s general collateral financing repurchase agreement service. The ability to draw down fundingborrow utilizing these sources is based on membership status and the amount is dependent upon the Banks’ ability to post collateral. As of December 31, 2021, we pledged both loans and securities to the FHLB to secure a maximum borrowing capacity of $19.7 billion, of which $8 million was used. Our FHLB membership is securedsupported by our investment in FHLB stock of $360$32 million and $760$30 million as of December 31, 20172021 and 2016,2020, respectively, which was determined in part based on our outstanding advances. We also have accessAs of December 31, 2021, we pledged loans to secure a borrowing capacity of $19.6 billion under the Federal Reserve Discount Window through which we had a borrowing capacity of $7.4 billion as of December 31, 2017.Window. Our membership with the Federal Reserve is securedsupported by our investment in Federal Reserve stock, totaling $1.2which totaled $1.3 billion as of both December 31, 20172021 and 2016.2020.
99Capital One Financial Corporation (COF)

Table of Contents
Deposits
Table 31 provides a comparison of average balances, interest expense and average deposits interest rates for December 31, 2021, 2020 and 2019.
Table 31: Deposits Composition and Average Deposits Interest Rates
Year Ended December 31,
202120202019
(Dollars in millions)Average
Balance
Interest
Expense
Average
Deposits
Interest Rate
Average
Balance
Interest
Expense
Average
Deposits
Interest Rate
Average
Balance
Interest
Expense
Average
Deposit
Interest Rate
Interest-bearing checking accounts(1)
$45,055 $76 0.17 %$37,136 $129 0.35 %$34,343 $289 0.84 %
Saving deposits(2)
203,293 628 0.31 184,466 1,278 0.69 154,910 2,048 1.32 
Time deposits23,152 252 1.09 41,677 758 1.82 42,356 1,083 2.56 
Total interest-bearing deposits$271,500 $956 0.35 $263,279 $2,165 0.82 $231,609 $3,420 1.48 
__________
(1)Includes negotiable order of withdrawal accounts.
(2)Includes money market deposit accounts.
The FDIC limits the acceptance of brokered deposits to well-capitalized insured depository institutions and, with a waiver from the FDIC, to adequately-capitalized institutions. COBNA and CONA were well-capitalized, as defined under the federal banking regulatory guidelines, as of December 31, 2021 and 2020, respectively. See “Part I—Item 1. Business—Supervision and Regulation” for additional information. We provide additional information on the composition of deposits in “MD&A—Consolidated Balance Sheets Analysis—Funding Sources Composition” and in “Note 8—Deposits and Borrowings.”
Funding
The Company’sOur primary source of funding comes from deposits, which provideas they are a stable and relatively low cost source of funds.funding. In addition to deposits, the Company raiseswe raise funding through the issuance of senior and subordinated notes and securitized debt obligations, federal funds purchased, securities loaned or sold under agreements to repurchase and FHLB advances secured by certain portions of our loan and securities portfolios, the issuance of securitized debt obligations, the issuance of brokered deposits, federal funds purchased and other borrowings.portfolios. A key objective in our use of these markets is to maintain access to a diversified mix of wholesale funding sources. See “MD&A—Consolidated Balance Sheets Analysis—Funding Sources Composition” for additional information on our primary sources of funding.
In the normal course of business, we enter into various contractual obligations that may require future cash payments that affect our short-term and long-term liquidity and capital resource needs. Our future cash outflows primarily relate to deposits, borrowings and operating leases. The actual timing and amounts of future cash payments may vary over time due to a number of factors, such as discretionary debt repurchases.
Deposits
Table 30 provides the composition of deposits as of December 31, 2017, 2016 and 2015, as well as a comparison of average balances, interest expense and average deposit interest rates for the years ended December 31, 2017, 2016 and 2015.
Table 30:Deposits Composition and Average Deposits Interest Rates
  December 31,
(Dollars in millions) 2017 2016 2015
Non-interest-bearing deposits $26,404
 $25,502
 $25,847
Interest-bearing checking accounts(1)
 42,938
 45,820
 44,720
Saving deposits(2)
 144,309
 145,142
 134,075
Time deposits less than $100,000 25,350
 16,949
 10,347
Total core deposits 239,001
 233,413
 214,989
Time deposits of $100,000 or more 4,330
 2,875
 1,889
Foreign deposits 371
 480
 843
Total deposits $243,702
 $236,768
 $217,721

100
93Capital One Financial Corporation (COF)


  Year Ended December 31,
  2017 2016 2015
(Dollars in millions) 
Average
Balance
 
Interest
Expense
 
Average
Deposits
Interest Rate
 
Average
Balance
 
Interest
Expense
 
Average
Deposits
Interest Rate
 Average
Balance
 Interest
Expense
 Average
Deposits
Interest Rate
Interest-bearing checking accounts(1)
 $44,537
 $227
 0.51% $45,339
 $218
 0.48% $42,785
 $208
 0.49%
Saving deposits(2)
 144,273
 982
 0.68
 137,753
 814
 0.59
 132,658
 769
 0.58
Time deposits less than $100,000 21,030
 337
 1.60
 12,062
 144
 1.19
 7,213
 74
 1.03
Total interest-bearing core deposits 209,840
 1,546
 0.74
 195,154
 1,176
 0.60
 182,656
 1,051
 0.58
Time deposits of $100,000 or more 3,661
 54
 1.50
 2,511
 35
 1.39
 2,043
 36
 1.76
Foreign deposits 448
 2
 0.38
 639
 2
 0.35
 978
 4
 0.34
Total interest-bearing deposits $213,949
 $1,602
 0.75
 $198,304
 $1,213
 0.61
 $185,677
 $1,091
 0.59
__________
(1)
Includes Negotiable OrderAs of December 31, 2021 and 2020, excluding intercompany balances, we held approximately $91.7 billion and $79.0 billion of uninsured deposits primarily comprised of checking accounts and savings deposits. We estimate our uninsured amounts at the account level based on the same methodologies and assumptions used for our Consolidated Reports of Condition and Income (FFIEC 031) filed with the Federal Banking Agencies. Table 32 presents, by contractual maturity, the amount of Withdrawal (“NOW”) accounts.
(2)
Includes Money Market Deposit Accounts (“MMDA”).
Our deposits include brokered deposits, which we obtained through third-party intermediaries. Those brokered deposits are reported as interest-bearing checking, saving deposits and time deposits in excess of the above table and totaled $25.1 billion and $22.5 billionFDIC insurance limit of $250,000 as of December 31, 20172021 and 2016, respectively.
The FDIC limits the acceptance of brokered deposits by well-capitalized insured depository institutions and, with a waiver from the FDIC, by adequately-capitalized institutions. COBNA and CONA were well-capitalized, as defined under the federal banking regulatory guidelines, as of December 31, 2017 and 2016, respectively. See “Part I—Item 1. Business—Supervision and Regulation” for additional information.
Table 31 presents the contractual maturities of large-denomination domestic time deposits of $100,000 or more as of December 31, 2017 and 2016.2020. Our funding and liquidity management activities factor into the expected maturities of these deposits.
Table 31: Maturities32: Amount of Large-Denomination Domestic Time Deposits—$100,000 or More
Deposits in Excess of $250,000 by Contractual Maturity
 December 31,December 31,
 2017 201620212020
(Dollars in millions) Amount % of Total Amount % of Total(Dollars in millions)Amount% of TotalAmount% of Total
Up to three months $577
 13.3% $656
 22.8%Up to three months$122 20.7 %$581 38.2 %
> 3 months to 6 months 469
 10.8
 282
 9.8
> 3 months to 6 months161 27.3 452 29.7 
> 6 months to 12 months 1,030
 23.8
 559
 19.5
> 6 months to 12 months134 22.8 265 17.4 
> 12 months 2,254
 52.1
 1,378
 47.9
> 12 months172 29.2 224 14.7 
Total $4,330
 100.0% $2,875
 100.0%Total$589 100.0 %$1,522 100.0 %
Short-Term Borrowings and Long-Term Debt
We access the capital markets to meet our funding needs through the issuance of senior and subordinated notes, securitized debt obligations and federal funds purchased and securities loaned or sold under agreements to repurchase. In addition, we may utilizehave access to short-term and long-term FHLB advances secured by certain of our investment securities, residential home loans, multifamily real estate loans and commercial real estate loans and home equity lines of credit. Substantially all of our long-term FHLB advances are structured with either a monthly or a quarterly call option at our discretion.loans.
Our short-term borrowings include those borrowings with an original contractual maturity of one year or less and do not include the current portion of long-term debt. The short-term borrowings, which consist of federal funds purchased, and securities loaned or sold under agreements to repurchase decreased by $416 million to $576 million as ofremained relatively flat between December 31, 2017 from2021 and December 31, 2016.

94Capital One Financial Corporation (COF)


2020.
Our long-term debt,funding, which primarily consists of securitized debt obligations and senior and subordinated notes, and long-term FHLB advances, increased by $237 million$2.4 billion to $59.7$42.3 billion as of December 31, 20172021 from December 31, 2016,2020 primarily attributable todriven by net issuances of senior and subordinated notes and securitized debt obligations, partially offset by a decrease in our FHLB advances outstanding.securitization programs. In the next 12 months, $21.2 billion of our long-term debt including operating leases and purchase obligations is scheduled to mature. We provide more information on our securitization activity in “Note 5—Variable Interest Entities and Securitizations” and on our borrowings in “Note 8—Deposits and Borrowings.”
The following table summarizes issuances of securitized debt obligations, senior and subordinated notes and FHLB advances and their respective maturities or redemptions for the years ended December 31, 20172021, 2020 and 2016.2019.
Table 32:33: Long-Term Debt Funding Activities
IssuancesMaturities/Redemptions
Year Ended December 31,Year Ended December 31,
(Dollars in millions)202120202019202120202019
Securitized debt obligations$6,250 $1,250 $6,673 $3,442 $6,868 $7,285 
Senior and subordinated notes4,500 4,000 4,161 3,851 8,092 5,344 
FHLB advances — —  — 251 
Total$10,750 $5,250 $10,834 $7,293 $14,960 $12,880 
  Issuances Maturities/Redemptions
  Year Ended December 31, Year Ended December 31,
(Dollars in millions) 2017 2016 2017 2016
Securitized debt obligations(1)
 $8,474
 $6,275
 $7,233
 $3,520
Senior and subordinated notes 10,300
 4,405
 2,804
 2,650
FHLB advances 25,180
 18,600
 33,750
 21,520
Total $43,954
 $29,280
 $43,787
 $27,690
__________
(1)
Includes $2.5 billion of securitized debt assumed in the Cabela’s acquisition for the year ended December 31, 2017.101Capital One Financial Corporation (COF)

Credit Ratings
Our credit ratings impact our ability to access capital markets and our borrowing costs. Rating agencies baseassign their ratings based on numerous factors, including liquidity, capital adequacy, asset quality, quality of earnings and the probability of systemic support. Significant changes in these factors could result in different ratings. Such ratings help to support our cost effective unsecured funding as part of our overall financing programs.
Table 3334 provides a summary of the credit ratings for the senior unsecured long-term debt of Capital One Financial Corporation, COBNA and CONA as of December 31, 20172021 and 2016.2020.
Table 33: 34: Senior Unsecured Long-Term Debt Credit Ratings
December 31, 20172021December 31, 20162020
Capital One

Financial

Corporation
COBNACONA
Capital One

Financial

Corporation
COBNACONA
Moody’sBaa1Baa1A3Baa1A3Baa1Baa1Baa1
S&PBBBBBB+BBB+BBBBBB+BBB+
FitchA-A-AA-AA-A-A-
As of February 15, 2018, 17, 2022, Moody’s Investors Service (“Moody’s”), Standard & Poor’s (“S&P&P”) and Fitch Ratings (“Fitch”) have usour credit ratings on a stable outlook. On November 8, 2017, Moody’s affirmed
Other Commitments
Our primary involvement with leases is in the capacity as a lessee where we lease premises to support our senior unsecured long-term debtbusiness. A majority of our leases are operating leases of office space, retail bank branches and Cafés. Our operating leases expire at various dates through 2071 and certain of these leases also have extension or termination options. As of December 31, 2021, we had $1.7 billion in aggregate operating lease liabilities, of which $279 million will be due in the following 12 months. We provide more information on our lease activity in “Note 7—Premises, Equipment and Leases.”
We have purchase obligations that represents substantial agreements to purchase goods or receive services such as data management, media and other software and third-party services that are enforceable and legally binding and specify significant terms. As of December 31, 2021, we had $1.5 billion in aggregate purchase obligation liabilities, of which $551 million will be due in the following 12 months.
As of December 31, 2021, our total unfunded lending commitments was $414.5 billion, primarily consisting of credit ratingscard lines, loan commitments to customers of both our Commercial Banking and revisedConsumer Banking businesses, as well as standby and commercial letters of credit. We generally manage the potential risk of unfunded lending commitments by limiting the total amount of arrangements, monitoring the size and maturity structure of these portfolios and applying the same credit standards for all of our outlook from stablecredit activities. For additional information refer to negative.“Note 18—Commitments, Contingencies, Guarantees and Others.”
Contractual Obligations
In the normal course of business, weWe also enter into various contractual obligationsarrangements that may require future cash payments, that affect our short-term and long-term liquidity and capital resource needs. Our future cash outflows primarily relate to deposits, borrowings and operating leases. Table 34 summarizes, by remaining contractual maturity, our significant contractual cash obligations as of December 31, 2017. The actual timing and amounts of future cash payments may differ from the amounts presented below due to a number of factors, such as discretionary debt repurchases. Table 34 excludesincluding short-term obligations such as trade payables, representation and warranty reserves, andcommitments to fund certain equity investments, obligations for pension and post-retirement benefit plans, and representation and warranty reserves, which are discussed in more detail in Note 19—“Note 5—Variable Interest Entities and Securitizations,” “Note 14—Employee Benefit Plans” and “Note 18—Commitments, Contingencies, Guarantees and OthersOthers.

MARKET RISK PROFILE
Our primary market risk exposures include interest rate risk, foreign exchange risk and Note 15—Employee Benefit Plans.”commodity pricing risk. We are exposed to market risk primarily from the following operations and activities:

Traditional banking activities of deposit gathering and lending;
Asset/liability management activities including the management of investment securities, short-term and long-term borrowings and derivatives;
95102Capital One Financial Corporation (COF)


Table 34: Contractual Obligations
  December 31, 2017
(Dollars in millions) Up to
1 Year
 > 1 Years
to 3 Years
 > 3 Years
to 5 Years
 > 5 Years Total
Interest-bearing time deposits(1)(2)
 $9,025
 $12,542
 $7,955
 $158
 $29,680
Securitized debt obligations(2)
 2,666
 12,117
 4,250
 977
 20,010
Other debt:          
Federal funds purchased and securities loaned or sold under agreements to repurchase 576
 
 
 
 576
Senior and subordinated notes 4,690
 10,027
 5,963
 10,075
 30,755
Other borrowings(3)
 230
 8,669
 5
 36
 8,940
Total other debt(2)
 5,496
 18,696
 5,968
 10,111
 40,271
Operating leases 332
 616
 527
 1,177
 2,652
Purchase obligations(4)
 225
 461
 167
 131
 984
Total $17,744
 $44,432
 $18,867
 $12,554
 $93,597
__________
(1)
Includes only those interest-bearing deposits which have a contractual maturity date.
(2)
These amounts represent the carrying value of the obligations and do not include amounts related to contractual interest obligations. Total contractual interest obligations were approximately $6.8 billion as of December 31, 2017, and represent forecasted net interest payments based on interest rates as of December 31, 2017. These forecasts use the contractual maturity date of each liability and include the impact of hedge accounting where applicable.
(3)
Other borrowings primarily consists of FHLB advances.
(4)
Represents substantial agreements to purchase goods or services that are enforceable and legally binding and specify all significant terms. Purchase obligations are included through the termination date of the agreements even if the contract is renewable.
MARKET RISK PROFILE
Market risk is inherentForeign operations in the financial instruments associatedU.K. and Canada within our Credit Card business; and
Customer accommodation activities within our Commercial Banking business.
We have enterprise-wide risk management policies and limits, approved by our Board of Directors, which govern our market risk management activities. Our objective is to manage our exposure to market risk in accordance with our operationsthese policies and activities, including loans, deposits, securities, short-term borrowings,limits based on prevailing market conditions and long-term debt and derivatives. Below weexpectations. We provide additional information below about our primary sources of market risk, our market risk management strategies and the measures that we use to evaluate our market risk exposure.these exposures.
Primary Market Risk Exposures
Our primary source of market risk is interest rate risk. We also have exposure to foreign exchange risk and customer-related trading risk, both of which we believe are minimal after considering the impact of our associated risk management activities discussed below.
Interest Rate Risk
Interest rate risk which represents exposure to financial instruments whose yield or price variesvalues vary with the level or volatility of interest rates, is our most significant source of market risk exposure. Banksrates. We are inevitably exposed to interest rate risk due toprimarily from the differences in the timing between the maturities or re-pricing of assets and liabilities.
Foreign Exchange Risk
Foreign exchange risk represents exposure to changes in the values of current holdings and future cash flows denominated in other currencies. Our primary exposure to foreign exchange risk is related to the operations of our international businesses in the U.K. and Canada. The largest foreign exchange exposure arising from these operations is the funding they are provided in the Great British pound (“GBP”) and the Canadian dollar (“CAD”), respectively. We also have foreign exchange exposure through our net equity investments in these operations and through the dollar-denominated value of future earnings and cash flows they generate.

96Capital One Financial Corporation (COF)


Our intercompany funding exposes our consolidated statements of income to foreign exchange transaction risk, while our equity investments in our foreign operations result in translation risk exposure in our AOCI and capital ratios. We manage our transaction risk by entering into forward foreign currency derivative contracts to hedge our exposure to variability in cash flows related to foreign currency-denominated intercompany borrowings. We use foreign currency derivative contracts as net investment hedges to manage our AOCI exposure. We apply hedge accounting to both our intercompany funding hedges and our net investment hedges, with the primary net investments subject to hedging denominated in GBP.
We measure our total exposure from non-dollar-denominated intercompany borrowings to our international businesses by regularly tracking the value of the loans made to our foreign operations and the associated forward foreign currency derivative contracts we use to hedge them. We apply a 1% U.S. dollar appreciation shock against these exposures to measure the impact to our consolidated statements of income from foreign exchange transaction risk. The intercompany borrowings to our international businesses were 741 million GBP and 786 million GBP as of December 31, 2017 and 2016, respectively, and 6.4 billion CAD and 6.2 billion CAD as of December 31, 2017 and 2016, respectively.
We measure our total exposure in non-dollar-denominated equity by regularly tracking the value of net equity invested in our foreign operations, the largest of which is in our U.K. and Canadian operations. Our measurement of net equity includes the impact of net investment hedges where applicable. We apply a 30% U.S. dollar appreciation shock against these net investment exposures, which we believe approximates a significant adverse foreign exchange movement over a one-year time horizon. Our gross equity exposures in our U.K. and Canadian operations were 1.6 billion and 1.5 billion GBP as of December 31, 2017 and 2016, respectively, and 1.0 billion CAD and 863 million CAD as of December 31, 2017 and 2016, respectively.
As a result of our derivative management activities, we believe our net exposure to foreign exchange risk is minimal.
Customer-Related Trading Risk
We offer various interest rate, foreign exchange rate and commodity derivatives as an accommodation to customers within our Commercial Banking business and offset the majority of these exposures through derivative transactions with other counterparties. These exposures are measured and monitored on a daily basis. As a result of offsetting our customer exposures with other counterparties, we believe our net exposure to customer-related trading risk is minimal.
We employ value-at-risk (“VaR”) as the primary method to both measure and monitor the market risk in our customer-related trading activities. VaR is a statistical-based risk measure used to estimate the potential loss from adverse market movements in a normal market environment. We employ a historical simulation approach using the most recent 500 business days and use a 99 percent confidence level and a holding period of one business day. We use internal models to produce a daily VaR measure of the market risk of all customer-related trading exposures.
For further information on our customer-related trading exposures, see “Note 10—Derivative Instruments and Hedging Activities.”
Market Risk Management
We employ several techniques to manage our interest rate and foreign exchange risk which include, but are not limited to, altering the duration and re-pricing characteristics of our various assets and liabilities and mitigating the foreign exchange exposure of certain non-dollar-denominated equity or transactions. Derivatives are the primary tools that we use for managing interest rate and foreign exchange risk. Use of derivatives is included in our current market risk management policies. We execute our derivative contracts in both over-the-counter (“OTC”) and exchange-traded derivative markets and have exposure to both bilateral and clearinghouse counterparties. Although the majority of our derivatives areprimarily by entering into interest rate swaps we also use a variety ofand other derivative instruments includingwhich could include caps, floors, options, futures and forward contracts, to manage both our interest rate and foreign currency risk. The outstanding notional amount of our derivative contracts increased to $196.6 billion as of December 31, 2017 from $142.9 billion as of December 31, 2016 primarily driven by an increase in our hedging activities.

97Capital One Financial Corporation (COF)


Market Risk Measurementcontracts.
We have risk management policies and limits established by our market risk management policies and approved by the Board of Directors. Our objective is to manage our asset and liability risk position and exposure to market risk in accordance with these policies and prescribed limits based on prevailing market conditions and long-term expectations. Because no single measure can reflect all aspects of market risk, we use various industry standard market risk measurement techniques and analysisanalyses to measure, assess and manage the impact of changes in interest rates on our net interest income and our economic value of equity and the impact of changes in foreign exchange rates on our non-dollar-denominated earningsfunding and non-dollar equity investments in foreign operations. We provide additional information below in “Economic Value of Equity.”
We consider the impact on both net interest income and economic value of equity in measuring and managing our interest rate risk. Due to the increase in interest rates since December 31, 2016, we have incorporated a 100-basis points decline scenario into our interest rate sensitivity analysis. We use this 100-basis points decrease as our largest magnitude declining interest rate scenario, since a scenario where interest rates would decline by 200 basis points is unlikely. In scenarios where a 100-basis points decline would result in a rate less than 0%, we assume a rate of 0%. Below we discuss the assumptions used in calculating each of these measures.
Net Interest Income Sensitivity
ThisOur net interest income sensitivity measure estimates the impact on our projected 12-month baseline net interest rate-sensitive revenueincome resulting from movements in interest rates. Interest rate-sensitive revenue consists of net interest income and certain components of other non-interest income significantly impacted by movements in interest rates, including changes in the fair value of mortgage servicing rights and free-standing interest rate swaps. Adjusted net interest income consists of net interest income and changes in the fair value of mortgage servicing rights, including related derivative hedging activity, and changes in the fair value of free-standing interest rate swaps. In addition to our existing assets and liabilities, we incorporate expected future business growth assumptions, such as loan and deposit growth and pricing, and plans for projected changes in our funding mix in our baseline forecast. In measuring the sensitivity of interest rate movements on our projected net interest rate-sensitive revenue,income, we assume a hypothetical instantaneous parallel shift in the level of interest rates of +200 basis points, +100 basis points, +50 basis points, -50 basis points and -100 basis points to spot rates, with the lower rate scenario limited to zero as described above.detailed in Table 35 below. At the current level of interest rates, our net interest income remains mostly unchangedis expected to increase in the -50, +50 and +100 basis pointshigher rate scenarios and decreases slightlydecrease in lower rate scenarios. Our current sensitivity to upward shocks has decreased as compared to December 31, 2020, mainly due to the -100increase in market interest rates and +200 basis points scenarios.a decrease in our cash balances.
Economic Value of Equity
Our economic value of equity sensitivity measure estimates the impact on the net present value of our assets and liabilities, including derivative hedging activity,exposures, resulting from movements in interest rates. Our economic value of equity sensitivity measures aremeasure is calculated based on our existing assets and liabilities, including derivatives, and dodoes not incorporate business growth assumptions or projected plansbalance sheet changes. Key assumptions used in the calculation include projecting rate sensitive prepayments for funding mix changes.mortgage securities, loans and other assets, term structure modeling of interest rates, discount spreads, and deposit volume and pricing assumptions. In measuring the sensitivity of interest rate movements on our economic value of equity, we assume a hypothetical instantaneous parallel shift in the level of interest rates of +200 basis points, +100 basis points, +50 basis points, -50 basis points and -100 basis points to spot rates, with the lower rate scenario limited to zero as described above.
Calculating our economic value of equity and its sensitivity to interest rates requires projecting cash flows for assets, liabilities and derivative instruments and discounting those cash flows at the appropriate discount rates. Key assumptionsdetailed in our economic value of equity calculation include projecting rate sensitive prepayments for mortgage securities, loans and other assets, term structure modeling of interest rates, discount spreads, and deposit volume and pricing assumptions.
Table 35 below. Our current economic value of equity sensitivity profile demonstrates that our economic value of equity generally decreases asincreases moderately in higher interest rates increase indicating that therate scenarios (+50 and +100bps), while decreasing in a more extreme higher interest rate scenario (+200 bps) and a lower interest rate scenario (-50 bps). Our current economic value of equity sensitivity to upward shocks has also decreased as compared to December 31, 2020 mainly due to the increase in long-term interest rates and a decrease in our assets and derivative positions is more sensitive to interest rate changes than our liabilities.cash balances.
Table 35 shows the estimated percentage impact on our projected baseline net interest income and economic value of equity calculated under the methodology described above as of December 31, 20172021 and 2016. During the second quarter2020. In instances where an interest rate scenario would result in a rate less than 0%, we assume a rate of 2017,0% for that scenario. This assumption applies only to jurisdictions that do not have negative policy rates. In jurisdictions that have negative policy rates, we updated our projected commercial deposit attrition assumptions that resulted in longer life of these deposit balances and accounts for most of the decrease in economic value of equity sensitivity from December 31, 2016. Our netdo not floor interest income sensitivity measures were largely unchanged from this assumption update.

rates at 0%.
98103Capital One Financial Corporation (COF)


Table 35: Interest Rate Sensitivity Analysis
 December 31,
2017
 December 31,
2016
December 31, 2021December 31, 2020
Estimated impact on projected baseline net interest income:    Estimated impact on projected baseline net interest income:
+200 basis points (0.8)% (0.1)%+200 basis points3.4 %5.6 %
+100 basis points (0.3) 0.5
+100 basis points2.5 4.3 
+50 basis points 
 0.4
+50 basis points1.5 2.4 
–50 basis points (0.3) (1.0)–50 basis points(1.8)(0.9)
–100 basis points (1.3) N/A
Estimated impact on economic value of equity:    Estimated impact on economic value of equity:
+200 basis points (7.5) (9.6)+200 basis points(0.7)4.2 
+100 basis points (3.1) (3.8)+100 basis points1.9 6.0 
+50 basis points (1.2) (1.5)+50 basis points1.4 4.0 
–50 basis points 0.1
 0.5
–50 basis points(2.6)(7.0)
–100 basis points (1.5) N/A
In addition to these industry standard measures, we will continue to factor into our internal interest rate risk management decisionsalso consider the potential impact of alternative interest rate scenarios, such as stressed rate shocks as well as steepening and flattening yield curve scenarios.scenarios in our internal interest rate risk management decisions.
Limitations of Market Risk Measures
The interest rate risk models that we use in deriving these measures incorporate contractual information, internally-developed assumptions and proprietary modeling methodologies, which project borrower and depositor behavior patterns in certain interest rate environments. Other market inputs, such as interest rates, market prices and interest rate volatility, are also critical components of our interest rate risk measures. We regularly evaluate, update and enhance these assumptions, models and analytical tools as we believe appropriate to reflect our best assessment of the market environment and the expected behavior patterns of our existing assets and liabilities.
There are inherent limitations in any methodology used to estimate the exposure to changes in market interest rates. The sensitivity analysis described above contemplates only certain movements in interest rates and is performed at a particular point in time based on the existing balance sheet and, in some cases, expected future business growth and funding mix assumptions. The strategic actions that management may take to manage our balance sheet may differ significantly from our projections, which could cause our actual earnings and economic value of equity sensitivities to differ substantially from the above sensitivity analysis.

For further information on our interest rate exposures, see “Note 9—Derivative Instruments and Hedging Activities.”
Foreign Exchange Risk
Foreign exchange risk represents exposure to changes in the values of current holdings and future cash flows denominated in other currencies. We are exposed to foreign exchange risk primarily from the intercompany funding denominated in pound sterling (“GBP”) and the Canadian dollar (“CAD”) that we provide to our businesses in the U.K. and Canada and net equity investments in those businesses. We are also exposed to foreign exchange risk due to changes in the dollar-denominated value of future earnings and cash flows from our foreign operations and from our Euro (“EUR”)-denominated borrowings.
Our non-dollar denominated intercompany funding and EUR-denominated borrowings expose our earnings to foreign exchange transaction risk. We manage these transaction risks by using forward foreign currency derivatives and cross-currency swaps to hedge our exposures. We measure our foreign exchange transaction risk exposures by applying a 1% U.S. dollar appreciation shock against the value of the non-dollar denominated intercompany funding and EUR-denominated borrowings and their related hedges, which shows the impact to our earnings from foreign exchange risk. Our intercompany funding outstanding was 520 million GBP and 320 million GBP as of December 31, 2021 and 2020, respectively, and 5.0 billion CAD and 5.3 billion CAD as of December 31, 2021 and 2020, respectively. Our EUR-denominated borrowings outstanding were 1.2 billion EUR and 1.3 billion EUR as of December 31, 2021 and 2020, respectively.
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Our non-dollar equity investments in foreign operations expose our balance sheet to translation risk in AOCI and our capital ratios. We manage our AOCI exposure by entering into foreign currency derivatives designated as net investment hedges. We measure these exposures by applying a 30% U.S. dollar appreciation shock, which we believe approximates a significant adverse shock over a one-year time horizon, against the value of the equity invested in our foreign operations net of related net investment hedges where applicable. Our gross equity exposures in our U.K. and Canadian operations were 1.8 billion GBP and 1.7 billion GBP as of December 31, 2021 and 2020, respectively, and 1.9 billion CAD and 1.5 billion CAD as of December 31, 2021 and 2020, respectively.
As a result of our derivative management activities, we believe our net exposure to foreign exchange risk is minimal.
Risk related to Customer Accommodation Derivatives
We offer interest rate, commodity and foreign currency derivatives as an accommodation to our customers within our Commercial Banking business. We offset the majority of the market risk of these customer accommodation derivatives by entering into offsetting derivatives transactions with other counterparties. We use value-at-risk (“VaR”) as the primary method to measure the market risk in our customer accommodation derivative activities on a daily basis. VaR is a statistical risk measure used to estimate the potential loss from movements observed in the recent market environment. We employ a historical simulation approach using the most recent 500 business days and use a 99 percent confidence level and a holding period of one business day. As a result of offsetting our customer exposures with other counterparties, we believe that our net exposure to market risk in our customer accommodation derivatives is minimal. For further information on our risk related to customer accommodation derivatives, see “Note 9—Derivative Instruments and Hedging Activities.”

SUPPLEMENTAL TABLES
London Interbank Offered Rate (“LIBOR”) Transition
On July 27, 2017, the U.K. Financial Conduct Authority (“FCA”), the regulator for the administration of LIBOR, announced that LIBOR would be transitioned as an interest rate benchmark and that it will no longer compel panel banks to contribute LIBOR data beyond December 31, 2021.
Table A—Loans HeldOn March 5, 2021, the ICE Benchmark Administration (“IBA”), the administrator of LIBOR, confirmed its intention to cease publication of the 1-week and 2-month USD LIBOR settings immediately following the LIBOR publication on December 31, 2021, and the remaining USD LIBOR tenors (overnight; 1, 3, 6, and 12 months) immediately following the LIBOR publication on June 30, 2023. The continuation of USD LIBOR as a representative rate into mid-2023 will allow many legacy USD LIBOR contracts to mature prior to cessation. Following IBA’s announcement, the FCA formally announced the future permanent cessation and loss of representativeness of LIBOR benchmarks. The Federal Banking Agencies issued further guidance that banking organizations should cease using USD LIBOR as a reference rate in new contracts as soon as practicable and in any event by December 31, 2021.

Our enterprise LIBOR transition program team, which has been working on this effort since 2018 and includes senior management representatives from across the enterprise, provides monthly reporting to senior management and quarterly reporting to our Board of Directors. The information provided to senior management and the Board of Directors includes exposure reporting, updates on progress toward our goals to reduce our LIBOR exposure and relevant regulatory or industry developments.

Our transition effort is focused on two objectives: 1) remediation of our existing LIBOR exposures and 2) transitioning ongoing activities away from LIBOR. Our remediation of existing LIBOR exposures is focused on proactively transitioning exposures from LIBOR to an alternative rate or incorporating LIBOR transition language (“fallback language”) into contracts to provide a contractual mechanism for Investment Portfolio Composition
transitioning away from LIBOR upon its cessation. Our fallback language aligns with the language recommended by the Alternative Reference Rates Committee (“ARRC”) in our existing lending contracts and the International Swaps and Derivatives Association (“ISDA”) in our derivative contracts and agreements to the greatest extent possible.
  December 31,
(Dollars in millions) 2017 2016 2015 2014 2013
Credit Card:          
Domestic credit card $105,293
 $97,120
 $87,939
 $77,704
 $73,255
International card businesses 9,469
 8,432
 8,186
 8,172
 8,050
Total credit card 114,762
 105,552
 96,125
 85,876
 81,305
Consumer Banking:          
Auto 53,991
 47,916
 41,549
 37,824
 31,857
Home loan 17,633
 21,584
 25,227
 30,035
 35,282
Retail banking 3,454
 3,554
 3,596
 3,580
 3,623
Total consumer banking 75,078
 73,054
 70,372
 71,439
 70,762
Commercial Banking:          
Commercial and multifamily real estate 26,150
 26,609
 25,518
 23,137
 20,750
Commercial and industrial 38,025
 39,824
 37,135
 26,972
 23,309
Total commercial lending 64,175
 66,433
 62,653
 50,109
 44,059
Small-ticket commercial real estate 400
 483
 613
 781
 952
Total commercial banking 64,575
 66,916
 63,266
 50,890
 45,011
Other loans 58
 64
 88
 111
 121
Total loans $254,473
 $245,586
 $229,851
 $208,316
 $197,199
We continue to focus our LIBOR transition efforts on:

monitoring established controls to prevent the origination of LIBOR indexed instruments
working with impacted customers to remediate remaining LIBOR contracts
engaging with our clients, industry working groups, and regulators
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monitoring federal legislation relevant to our portfolio
The majority of LIBOR contracts that we have transitioned to alternative rates have employed the Secured Overnight Financing Rate (“SOFR”). In the U.S., SOFR has been selected as the preferred alternative rate by the ARRC for certain U.S. dollar derivative and cash instruments. We have proactively worked with customers and prepared our systems, models, valuation tools and processes to focus originations on SOFR and other non-LIBOR rates and will continue to do so. While the majority of our non-LIBOR transactions have utilized SOFR, we have also employed credit sensitive alternative rates to LIBOR, to a limited extent, in response to customer demand. As of December 31, 2021, we have derivatives with a notional value of $19.6 billion and commercial loans with a maximum potential exposure of $11.2 billion indexed to SOFR.

As of December 31, 2021, our contracts indexed to USD LIBOR that are scheduled to mature after June 30, 2023 totaled $147.2 billion which includes the maximum potential exposure of commercial loans, notional amounts of derivatives and outstandings on other instruments. To track transition status, instruments are categorized based on whether they have fallback language (which may or may not adhere to the ISDA and ARRC standards) or have either no fallback language or have not yet been assessed for fallback language. Instruments with no fallback language or those not yet assessed represent a higher risk for not transitioning from LIBOR by June 30, 2023. The majority of the instruments maturing after June 30, 2023 are derivatives and commercial loans, which are summarized in the table below. Of these instruments, the majority contain fallback language which adheres to the ISDA and ARRC standards. We will continue to focus on reducing this exposure in advance of June 30, 2023 through our transition efforts, normal operations and customer interactions.

Table B—Performing Delinquencies
  December 31,
  2017 2016 2015 2014 2013
(Dollars in millions) 
Loans(1)(2)
 
Rate(3)
 
Loans(1)(2)
 
Rate(3)
 
Loans(1)(2)
 
Rate(3)
 
Loans(1)(2)
 
Rate(3)
 
Loans(1)(2)
 
Rate(3)
Delinquent loans:                    
30 – 59 days $3,908
 1.53% $3,416
 1.39% $3,042
 1.33% $2,803
 1.34% $2,584
 1.31%
60 – 89 days 2,086
 0.82
 1,833
 0.75
 1,636
 0.71
 1,394
 0.67
 1,313
 0.67
90 – 119 days 862
 0.34
 771
 0.31
 603
 0.26
 508
 0.24
 512
 0.26
120 – 149 days 734
 0.29
 628
 0.26
 493
 0.21
 409
 0.20
 418
 0.21
150 or more days 637
 0.25
 537
 0.22
 409
 0.18
 346
 0.17
 361
 0.18
Total(4)
 $8,227
 3.23% $7,185
 2.93% $6,183
 2.69% $5,460
 2.62% $5,188
 2.63%
By geographic area:                    
Domestic $7,883
 3.10% $6,902
 2.81% $5,939
 2.58% $5,220
 2.50% $4,889
 2.48%
International 344
 0.13
 283
 0.12
 244
 0.11
 240
 0.12
 299
 0.15
Total(4)
 $8,227
 3.23% $7,185
 2.93% $6,183
 2.69% $5,460
 2.62% $5,188
 2.63%
Total loans held for investment $254,473
   $245,586
   $229,851
   $208,316
   $197,199
  
__________
(1)
Credit card loan balances are reported net of the finance charge and fee reserve, which totaled $491 million, $402 million, $262 million, $216 million and $190 million as of December 31, 2017, 2016, 2015, 2014 and 2013, respectively.
(2)
Performing loan modifications and restructuring totaled $1.9 billion, $1.6 billion, $1.4 billion, $1.2 billion and $1.3 billion as of December 31, 2017, 2016, 2015, 2014 and 2013, respectively.
(3)
Delinquency rates are calculated by dividing loans in each delinquency status category and geographic region as of the end of the period by the total loan portfolio.
(4)
Excluding the impact of the Cabela’s acquisition, the total 30+ day performing delinquency rate would have been 3.28%.

36: LIBOR Exposures on Derivatives and Commercial Loans

(Dollars in millions, except as noted)Year Ended December 31, 2021
Exposure Type(1)(2)
Total LIBOR Commitments
Total LIBOR Commitments Maturing after June 30, 2023(2)
Total LIBOR Commitments Maturing after June 30, 2023 Without Fallback Language
Commercial loans$101,488 $71,874 $2,047 
Derivatives103,562 64,605 14,536 
Total$205,050 $136,479 $16,583 
_________
(1)Commercial loan balances represent maximum potential exposures and derivatives represent notional exposure.
(2)This table does not include a population of other instruments that have LIBOR outstandings maturing after June 30, 2023 of $10.8 billion.

These transition efforts have been implemented to remediate our remaining LIBOR contracts by June 30, 2023.
For a further discussion of the various risks we face in connection with the expected replacement of LIBOR on our operations, see “Part I—Item 1A. Risk Factors—The transition away from LIBOR may adversely affect our business.”.
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101Capital One Financial Corporation (COF)SUPPLEMENTAL TABLES

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Table C—Nonperforming Loans and Other Nonperforming Assets
  December 31,
(Dollars in millions) 2017 2016 2015 2014 2013
Nonperforming loans held for investment:          
Credit Card:          
International card businesses $24
 $42
 $53
 $70
 $88
Total credit card 24
 42
 53
 70
 88
Consumer Banking:          
Auto(1)
 376
 223
 219
 197
 194
Home loan 176
 273
 311
 330
 376
Retail banking 
 35
 31
 28
 22
 41
Total consumer banking 587
 527
 558
 549
 611
Commercial Banking:          
Commercial and multifamily real estate 38
 30
 7
 62
 52
Commercial and industrial 239
 988
 538
 106
 93
Total commercial lending 277
 1,018
 545
 168
 145
Small-ticket commercial real estate 7
 4
 5
 7
 4
Total commercial banking 284
 1,022
 550
 175
 149
Other loans 4
 8
 9
 15
 19
Total nonperforming loans held for investment $899
 $1,599
 $1,170
 $809
 $867
Other nonperforming assets:          
Foreclosed property $88
 $75
 $126
 $139
 $113
Other assets(1)
 65
 205
 198
 183
 160
Total other nonperforming assets 153
 280
 324
 322
 273
Total nonperforming assets $1,052
 $1,879
 $1,494
 $1,131
 $1,140
Total nonperforming loans(2)
 0.35% 0.65% 0.51% 0.39% 0.44%
Total nonperforming assets(3)
 0.41
 0.76
 0.65
 0.54
 0.58
__________
(1)
Beginning in the first quarter of 2017, partially charged-off auto loans previously presented within other assets were prospectively included within loans held for investment. Other assets includes repossessed assets obtained in satisfaction of auto loans and the net realizable value of certain partially charged-off auto loans, which will continue to decline over time.
(2)
Nonperforming loan rate is calculated based on total nonperforming loans divided by period-end total loans held for investment.
(3)
The denominator used in calculating the total nonperforming assets ratio consists of total loans held for investment and total other nonperforming assets.

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Table D—A—Net Charge-Offs
 Year Ended December 31,
(Dollars in millions)202120202019
Average loans held for investment$252,730 $253,335$247,450 
Net charge-offs2,234 5,2256,252 
Net charge-off rate0.88 %2.06 %2.53 %

  December 31,
(Dollars in millions) 2017 2016 2015 2014 2013
Average loans held for investment $245,565
 $233,272
 $210,745
 $197,925
 $192,614
Net charge-offs 6,562
 5,062
 3,695
 3,414
 3,934
Net charge-off rate 2.67% 2.17% 1.75% 1.72% 2.04%
Reconciliation of Non-GAAP Measures

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Table E—Summary of Allowance for Loan and Lease Losses and Reserve for Unfunded Lending Commitments
  December 31,
(Dollars in millions) 2017 2016 2015 2014 2013
Allowance for loan and lease losses:          
Balance at beginning of period $6,503
 $5,130
 $4,383
 $4,315
 $5,156
Charge-offs:          
Credit card (6,321) (5,019) (4,028) (3,963) (4,542)
Consumer banking (1,677) (1,226) (1,082) (989) (888)
Commercial banking (481) (307) (76) (34) (49)
Other loans (34) (3) (7) (10) (26)
Total charge-offs (8,513) (6,555) (5,193) (4,996) (5,505)
Recoveries:          
Credit card 1,267
 1,066
 1,110
 1,235
 1,257
Consumer banking 639
 406
 351
 314
 272
Commercial banking 16
 15
 29
 24
 35
Other loans 29
 6
 8
 9
 7
Total recoveries 1,951
 1,493
 1,498
 1,582
 1,571
Net charge-offs (6,562) (5,062) (3,695) (3,414) (3,934)
Provision for credit losses 7,563
 6,491
 4,490
 3,515
 3,401
Allowance build (release) for loan and lease losses 1,001
 1,429
 795
 101
 (533)
Other changes (2) (56) (48) (33) (308)
Balance at end of period $7,502
 $6,503
 $5,130
 $4,383
 $4,315
Reserve for unfunded lending commitments:          
Balance at beginning of period $136
 $168
 $113
 $87
 $35
Provision (benefit) for losses on unfunded lending commitments (12) (32) 46
 26
 52
Other changes 
 
 9
 
 
Balance at end of period 124
 136
 168
 113
 87
Combined allowance and reserve at end of period $7,626
 $6,639
 $5,298
 $4,496
 $4,402
Allowance for loan and lease losses as a percentage of loans held for investment 2.95% 2.65% 2.23% 2.10% 2.19%
Combined allowance and reserve by geographic distribution:          
Domestic $7,251
 $6,262
 $4,999
 $4,170
 $4,024
International 375
 377
 299
 326
 378
Total $7,626
 $6,639
 $5,298
 $4,496
 $4,402
Combined allowance and reserve by loan category:          
Credit card $5,648
 $4,606
 $3,654
 $3,204
 $3,214
Consumer banking 1,249
 1,109
 875
 786
 759
Commercial banking 728
 922
 765
 501
 418
Other loans 1
 2
 4
 5
 11
Total $7,626
 $6,639
 $5,298
 $4,496
 $4,402

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We include certainThe following non-GAAP measures in the following tables.consist of TCE, tangible assets and metrics computed using these amounts, which include tangible book value per common share, return on average tangible assets, return on average TCE and TCE ratio. We consider these metrics to be key financial performance measures that management uses in assessing capital adequacy and the level of returns generated. While ourthese non-GAAP measures are widely used by investors, analysts and bank regulatory agencies to assess the capital position of financial services companies, they may not be comparable to similarly-titled measures reported by other companies. These non-GAAP measures are individually identified and calculations are explained in footnotes below the table. The following tables presenttable presents reconciliations of these non-GAAP measures to the applicable amounts measured in accordance with GAAP.
Table F—B—Reconciliation of Non-GAAP Measures and Calculation
December 31,
(Dollars in millions, except as noted)202120202019
Tangible Common Equity (Period-End):
Stockholders’ equity$61,029 $60,204 $58,011 
Goodwill and other intangible assets(1)
(14,907)(14,809)(14,932)
Noncumulative perpetual preferred stock(4,845)(4,847)(4,853)
Tangible common equity$41,277 $40,548 $38,226 
Tangible Common Equity (Average):
Stockholders’ equity$62,556 $58,201 $55,690 
Goodwill and other intangible assets(1)
(14,805)(14,875)(14,927)
Noncumulative perpetual preferred stock(5,590)(5,247)(4,729)
Tangible common equity$42,161 $38,079 $36,034 
Tangible Assets (Period-End):
Total assets$432,381 $421,602 $390,365 
Goodwill and other intangible assets(1)
(14,907)(14,809)(14,932)
Tangible assets$417,474 $406,793 $375,433 
Tangible Assets (Average):
Total assets$424,521 $411,187 $374,924 
Goodwill and other intangible assets(1)
(14,805)(14,875)(14,927)
Tangible assets$409,716 $396,312 $359,997 
Non-GAAP Ratio:
Tangible common equity (“TCE”)(2)
9.9 %10.0 %10.2 %
__________
(1)Includes impact of Regulatory Capital Measures
related deferred taxes.
  December 31,
(Dollars in millions, except as noted) 2017 2016 2015 2014 2013
Tangible Common Equity (Period-End):          
Stockholders’ equity $48,730
 $47,514
 $47,284
 $45,053
 $41,632
Goodwill and intangible assets(1)
 (15,106) (15,420) (15,701) (15,383) (15,784)
Noncumulative perpetual preferred stock(2)
 (4,360) (4,360) (3,294) (1,822) (853)
Tangible common equity $29,264
 $27,734
 $28,289
 $27,848
 $24,995
Tangible Common Equity (Average):          
Stockholders’ equity $49,530
 $48,753
 $47,713
 $44,268
 $41,482
Goodwill and intangible assets(1)
 (15,308) (15,550) (15,273) (15,575) (15,938)
Noncumulative perpetual preferred stock(2)
 (4,360) (3,591) (2,641) (1,213) (853)
Tangible common equity $29,862
 $29,612
 $29,799
 $27,480
 $24,691
Tangible Assets (Period-End):          
Total assets $365,693
 $357,033
 $334,048
 $308,167
 $296,064
Goodwill and intangible assets(1)
 (15,106) (15,420) (15,701) (15,383) (15,784)
Tangible assets $350,587
 $341,613
 $318,347
 $292,784
 $280,280
Tangible Assets (Average)          
Total assets $354,924
 $339,974
 $313,474
 $297,659
 $296,200
Goodwill and intangible assets(1)
 (15,308) (15,550) (15,273) (15,575) (15,938)
Tangible assets $339,616
 $324,424
 $298,201
 $282,084
 $280,262
Non-GAAP Ratio:          
TCE(3)
 8.3% 8.1% 8.9% 9.5% 8.9%
Capital Ratios:(4)
          
Common equity Tier 1 capital(5)
 10.3% 10.1% 11.1% 12.5% N/A
Tier 1 common(6)
 N/A
 N/A
 N/A
 N/A
 12.2%
Tier 1 capital(7)
 11.8
 11.6
 12.4
 13.2
 12.6
Total capital(8)
 14.4
 14.3
 14.6
 15.1
 14.7
Tier 1 leverage(9)
 9.9
 9.9
 10.6
 10.8
 10.1
Supplementary leverage(10)
 8.4
 8.6
 9.2
 N/A
 N/A
Regulatory Capital Metrics:          
Risk-weighted assets(11)
 $292,225
 $285,756
 $265,739
 $236,944
 $224,556
Adjusted average assets(9)
 348,424
 335,835
 309,037
 291,243
 280,574
Total leverage exposure for supplementary leverage ratio 407,832
 387,921
 357,794
 N/A
 N/A

(2)TCE ratio is a non-GAAP measure calculated based on TCE divided by tangible assets.
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  December 31,
(Dollars in millions) 2017 2016 2015 2014
Regulatory Capital Under Basel III Standardized Approach:(4)
        
Common equity excluding AOCI $45,296
 $44,103
 $44,606
 $43,661
Adjustments:        
AOCI(12)(13)
 (808) (674) (254) (69)
Goodwill, net of related deferred tax liabilities(1)
 (14,380) (14,307) (14,296) (13,805)
Intangible assets, net of related deferred tax liabilities(1)(13)
 (330) (384) (393) (243)
Other 258
 65
 (119) (10)
Common equity Tier 1 capital 30,036
 28,803
 29,544
 29,534
Tier 1 capital instruments(2)
 4,360
 4,359
 3,294
 1,822
Additional Tier 1 capital adjustments 
 
 
 (1)
Tier 1 capital 34,396
 33,162
 32,838
 31,355
Tier 2 capital instruments 3,865
 4,047
 2,654
 1,542
Qualifying allowance for loan and lease losses 3,701
 3,608
 3,346
 2,981
Additional Tier 2 capital adjustments 
 
 
 1
Tier 2 capital 7,566
 7,655
 6,000
 4,524
Total capital $41,962
 $40,817
 $38,838
 $35,879
(Dollars in millions) December 31, 2013
Regulatory Capital Under Basel I:(4)
  
Total stockholders’ equity $41,632
Adjustments:  
Net unrealized losses (gains) on investment securities available for sale recorded in AOCI(13)
 791
Net losses on cash flow hedges recorded in AOCI(13)
 136
Disallowed goodwill and intangible assets(1)
 (14,326)
Noncumulative perpetual preferred stock(2)
 (853)
Other (5)
Tier 1 common capital 27,375
Noncumulative perpetual preferred stock(2)
 853
Tier 1 restricted core capital items 2
Tier 1 capital 28,230
Long-term debt qualifying as Tier 2 capital 1,914
Qualifying allowance for loan and lease losses 2,833
Other Tier 2 components 10
Tier 2 capital 4,757
Total capital $32,987
__________
(1)
Goodwill and intangible assets includes impact of related deferred taxes.
(2)
Noncumulative perpetual preferred stock and Tier 1 capital instruments include related surplus.
(3)
TCE ratio is a non-GAAP measure calculated by dividing the period-end TCE by period-end tangible assets.
(4)
Beginning on January 1, 2014, we calculate our regulatory capital under the Basel III Standardized Approach subject to transition provisions. Prior to January 1, 2014, we calculated regulatory capital under Basel I.
(5)
Common equity Tier 1 capital ratio is a regulatory capital measure calculated based on common equity Tier 1 capital divided by risk-weighted assets.
(6)
Tier 1 common capital ratio is a regulatory capital measure under Basel I calculated based on Tier 1 common capital divided by Basel I risk-weighted assets.
(7)
Tier 1 capital ratio is a regulatory capital measure calculated based on Tier 1 capital divided by risk-weighted assets.
(8)
Total capital ratio is a regulatory capital measure calculated based on total capital divided by risk-weighted assets.
(9)
Adjusted average assets, for the purpose of calculating our Tier 1 leverage ratio, represent total average assets adjusted for amounts that deducted from Tier 1 capital, predominately goodwill and intangible assets. Tier 1 leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by adjusted average assets.

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(10)
Supplementary leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by total leverage exposure. See “MD&A—Capital Management” for additional information.
(11)
As of January 1, 2015, risk-weighted assets are calculated under the Basel III Standardized Approach, subject to transition provisions. Prior to January 1, 2015 risk-weighted assets were calculated under Basel I. Includes credit and market risk weighted assets starting in 2016.
(12)
Amounts presented are net of tax.
(13)
Amounts based on transition provisions for regulatory capital deductions and adjustments of 20% for 2014, 40% for 2015, 60% for 2016 and 80% for 2017.

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Table G—Selected Quarterly Financial Information
(Dollars in millions, except per share data and as noted) (unaudited) 2017 2016
 Q4 Q3 Q2 Q1 Q4 Q3 Q2 Q1
Summarized results of operations:                
Interest income $6,604
 $6,420
 $6,128
 $6,070
 $6,009
 $5,794
 $5,571
 $5,517
Interest expense 791
 720
 655
 596
 562
 517
 478
 461
Net interest income 5,813
 5,700
 5,473
 5,474
 5,447
 5,277
 5,093
 5,056
Provision for credit losses 1,926
 1,833
 1,800
 1,992
 1,752
 1,588
 1,592
 1,527
Net interest income after provision for credit losses 3,887
 3,867
 3,673
 3,482
 3,695
 3,689
 3,501
 3,529
Non-interest income 1,200
 1,285
 1,231
 1,061
 1,119
 1,184
 1,161
 1,164
Non-interest expense 3,779
 3,567
 3,414
 3,434
 3,679
 3,361
 3,295
 3,223
Income from continuing operations before income taxes 1,308
 1,585
 1,490
 1,109
 1,135
 1,512
 1,367
 1,470
Income tax provision 2,170
 448
 443
 314
 342
 496
 424
 452
Income (loss) from continuing operations, net of tax (862) 1,137
 1,047
 795
 793
 1,016
 943
 1,018
Income (loss) from discontinued operations, net of tax (109) (30) (11) 15
 (2) (11) (1) (5)
Net income (loss) (971) 1,107
 1,036
 810
 791
 1,005
 942
 1,013
Dividends and undistributed earnings allocated to participating securities(1)
 (1) (8) (8) (5) (6) (6) (6) (6)
Preferred stock dividends (80) (52) (80) (53) (75) (37) (65) (37)
Net income (loss) available to common stockholders $(1,052) $1,047
 $948
 $752
 $710
 $962
 $871
 $970
Common share statistics:                
Basic earnings per common share:(1)
                
Net income (loss) from continuing operations $(1.95) $2.22
 $1.98
 $1.53
 $1.47
 $1.94
 $1.70
 $1.86
Income (loss) from discontinued operations (0.22) (0.06) (0.02) 0.03
 0.00
 (0.02) 0.00
 (0.01)
Net income (loss) per basic common share $(2.17) $2.16
 $1.96
 $1.56
 $1.47
 $1.92
 $1.70
 $1.85
Diluted earnings per common share:(1)
                
Net income (loss) from continuing operations $(1.95) $2.20
 $1.96
 $1.51
 $1.45
 $1.92
 $1.69
 $1.85
Income (loss) from discontinued operations (0.22) (0.06) (0.02) 0.03
 0.00
 (0.02) 0.00
 (0.01)
Net income (loss) per diluted common share $(2.17) $2.14
 $1.94
 $1.54
 $1.45
 $1.90
 $1.69
 $1.84
Weighted-average common shares outstanding
(in millions):
                
Basic common shares 485.7
 484.9
 484.0
 482.3
 483.5
 501.1
 511.7
 523.5
Diluted common shares 485.7
 489.0
 488.1
 487.9
 489.2
 505.9
 516.5
 528.0
Balance sheet (average balances):                
Loans held for investment $252,566
 $245,822
 $242,241
 $241,505
 $240,027
 $235,843
 $230,379
 $226,736
Interest-earning assets 330,742
 322,015
 318,078
 318,358
 317,853
 310,987
 302,764
 299,456
Total assets 363,045
 355,191
 349,891
 351,641
 350,225
 343,153
 334,479
 331,919
Interest-bearing deposits 215,258
 213,137
 214,412
 212,973
 206,464
 196,913
 195,641
 194,125
Total deposits 241,562
 238,843
 240,550
 238,550
 232,204
 222,251
 221,146
 219,180
Borrowings 58,109
 54,271
 48,838
 53,357
 58,624
 60,708
 54,359
 53,761
Common equity 46,350
 45,816
 44,645
 43,833
 43,921
 45,314
 45,640
 45,782
Total stockholders’ equity 50,710
 50,176
 49,005
 48,193
 47,972
 49,033
 48,934
 49,078
__________
(1)
Dividends and undistributed earnings allocated to participating securities and earnings per share are computed independently for each period. Accordingly, the sum of each quarterly amount may not agree to the year-to-date total.

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Glossary and Acronyms
2016 Stock Repurchase Program: On June 29, 2016, we announced that our BoardAlternative Reference Rates Committee: A group of Directors had authorized the repurchase of up to $2.5 billion of shares of our common stock from the third quarter of 2016 through the end of the second quarter of 2017.
2017 Stock Repurchase Program: On June 28, 2017, we announced that our Board of Directors had authorized the repurchase of up to $1.85 billion of shares of our common stock from the third quarter of 2017 through the end of the second quarter of 2018. In December 2017, the Board of Directors reduced the authorized repurchases of our common stock to up to $1.0 billion for the remaining 2017 CCAR period, which ends June 30, 2018. Any common stock repurchases for the remainder of the 2017 Stock Repurchase Program are subject toprivate-market participants convened by the Federal Reserve not objectingBoard and the Federal Reserve Bank of New York that has recommended SOFR as the preferred alternative to our revised capital planreplace U.S. dollar (USD) LIBOR referenced instruments.
Amortized cost: The amount at which a financing receivable or investment is originated or acquired, adjusted for the 2017 CCAR process submitted on December 24, 2017.applicable accrued interest, accretion, or amortization of premium, discount, and net deferred fees or costs, collection of cash, write-offs, foreign exchange and fair value hedge accounting adjustments.
Annual Report: References to our “2017“2021 Form 10-K” or “2017“2021 Annual Report” are to our Annual Report on Form 10-K for the fiscal year ended December 31, 2017.2021.
Banks: Refers to COBNA and CONA.
Basel Committee: The Basel Committee on Banking Supervision.
Basel III Advanced Approaches: TheFollowing the Tailoring Rule, the Basel III Advanced Approaches iswas mandatory for thoseCategory I and II institutions. Category III institutions, with consolidated total assets of $250 billion or more or consolidated total on-balance sheet foreign exposure of $10 billion or more. The Basel III Capital Rule modified the Advanced Approaches version of Basel IIsuch as us, are no longer subject to create the Basel III Advanced Approaches.Approaches framework effective January 1, 2020.
Basel III Capital Rule:Rules: The regulatory capital requirements established by the Federal BakingBanking Agencies issued a rule in July 2013 implementingto implement the Basel III capital framework developed by the Basel Committee as well as certain Dodd-Frank Act and other capital provisions.
Basel III Standardized Approach: The Basel III Capital RuleRules modified Basel I to create the Basel III Standardized Approach, which requires for Basel III Advanced Approaches banking organizations that have yet to exit parallel run to useApproach.
Capital One or the Basel III Standardized Approach to calculate regulatory capital, including capital ratios, subject to transition provisions.
Cabela’s acquisition: On September 25, 2017, we completed the acquisition from Synovus Bank of credit card assets and related liabilities of World’s Foremost Bank, a wholly-owned subsidiary of Cabela’s Incorporated.
Capital One:Company: Capital One Financial Corporation and its subsidiaries.
The Coronavirus Aid, Relief, and Economic Security Act (“CARES Act”): Legislation signed into law on March 27, 2020. This law, among other things, authorized a number of lending programs to support the flow of credit to consumers and businesses and gave the banking organizations an option to temporarily suspend the determination of certain qualified loans modified as a result of COVID-19 as being TDRs, which was extended by the Consolidated Appropriations Act 2021.
Carrying value (with(with respect to loans)loans): The amount at which a loan is recorded on the consolidated balance sheets. For loans recorded at amortized cost, carrying value is the unpaid principal balance net of unamortized deferred loan origination fees and costs, and unamortized purchase premium or discount. For loans that are or have been on nonaccrual status, the carrying value is also reduced by any net charge-offs that have been recorded and the amount of interest payments applied as a reduction of principal under the cost recovery method. For credit card loans, the carrying value also includes interest that has been billed to the customer. For loans classified ascustomer, net of any related reserves. Loans held for sale carryingare recorded at either fair value is(if we elect the fair value option) or at the lower of carrying value as described in the sentences above,cost or fair value. For PCI loans, carrying value represents the present value of all expected cash flows including interest that has not yet been accrued, discounted at the effective interest rate, including any valuation allowance for impaired loans.
CECL:In June 2016, the FASBFinancial Accounting Standards Board (“FASB”) issued revised guidance for impairmentsAccounting Standards Update (“ASU”) No. 2016-13, Financial Instruments—Credit Losses (Topic 326): Measurement of Credit Losses on financial instruments. The guidance, which becomes effective on January 1, 2020 with early adoption permitted no earlier than January 1, 2019,Financial Instruments. This ASU requires use of aan impairment model (known as the current expected credit loss (“CECL”) modelmodel) that is based on expected rather than incurred losses, with an anticipated result of more timely loss recognition. This guidance was effective for us on January 1, 2020.
CECL Transition Rule:A final rule adopted by the Federal Banking Agencies that provides banking institutions an optional five-year transition period to phase in the impact of the CECL standard on their regulatory capital.
COBNA: Capital One Bank (USA), National Association, one of our fully owned subsidiaries, which offers credit and debit card products along with other lending products and deposit products.consumer services.
Common equity Tier 1 (“CET1”) capital: Calculated as the sum of common equity, related surplus and retained earnings, and accumulated other comprehensive income net of applicable phase-ins, less goodwill and other intangibles net of associated deferred tax liabilities and applicable phase-ins, less other deductions, as defined by regulators.
Company: Capital One Financial Corporation and its subsidiaries.
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CONA: Capital One, National Association, one of our fully owned subsidiaries, which offers a broad spectrum of banking products and financial services to consumers, small businesses and commercial clients.
Credit risk: The risk of lossto current or projected financial condition and resilience arising from an obligor’s failure to meet the terms of any contract with the Company or otherwise fail to perform as agreed.

Cybersecurity Incident: The unauthorized access by an outside individual who obtained certain types of personal information relating to people who had applied for our credit card products and to our credit card customers that we announced on July 29, 2019.
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Derivative: A contract or agreement whose value is derived from changes in interest rates, foreign exchange rates, prices of securities or commodities, credit worthiness for credit default swaps or financial or commodity indices.
Discontinued operations: The operating results of a component of an entity, as defined by Accounting Standards Codification (“ASC”) 205, that are removed from continuing operations when that component has been disposed of or it is management’s intention to sell the component.
Dodd-Frank Wall Street Reform and Consumer Protection Act (“Dodd-Frank Act”): Regulatory reform legislation signed into law on July 21, 2010. This law broadly affects the financial services industry and contains numerous provisions aimed at strengthening the sound operation of the financial services sector.
Exchange Act: The Securities Exchange Act of 1934.1934, as amended.
eXtensible Business Reporting Language (“XBRL”): A language for the electronic communication of business and financial data.
Federal Banking Agencies: The Federal Reserve, Office of the Comptroller of the Currency and Federal Deposit Insurance Corporation.
Federal Reserve: The Board of Governors of the Federal Reserve System.
FICO score: A measure of consumer credit risk provided by credit bureaus, typically produced from statistical modeling software created by FICO (formerly known as “Fair Isaac Corporation”) utilizing data collected by the credit bureaus.
Final LCR Rule: In September 2014, the Federal Banking Agencies issued final rules implementing the Basel III Liquidity Coverage Ratio in the United States. The LCR is calculated by dividing the amount of an institution’s high quality, unencumbered liquid assets by its estimated net cash outflow, as defined and calculated in accordance with Final LCR Rule.
Foreign currency derivative contracts: An agreement to exchange contractual amounts of one currency for another currency at one or more future dates.
Foreign exchange contracts: Contracts that provide for the future receipt or delivery of foreign currency at previously agreed-upon terms.
GreenPoint: Refers to our wholesale mortgage banking unit, GreenPoint Mortgage Funding, Inc., which was closed in 2007.
GSE or Agency: A government-sponsored enterprise or agency is a financial services corporation created by the United States Congress. Examples of U.S. government agencies include Federal National Mortgage Association (“Fannie Mae”), Federal Home Loan Mortgage Corporation (“Freddie Mac”), Government National Mortgage Association (“Ginnie Mae”) and the Federal Home Loan Banks (“FHLB”).
HFS acquisition: On December 1, 2015, we acquired the Healthcare Financial Services business of General Electric Capital Corporation, which provides financing to companies in various healthcare sectors, including hospitals, senior housing, medical offices, pharmaceuticals, medical devices and healthcare technology.
Impaired loans: A loan is considered impaired when, based on current information and events, it is probable that we will not be able to collect all amounts due from the borrower in accordance with the original contractual terms of the loan.
Interest rate sensitivity: The exposure to interest rate movements.
Interest rate swaps: Contracts in which a series of interest rate flows in a single currency are exchanged over a prescribed period. Interest rate swaps are the most common type of derivative contract that we use in our asset/liability management activities.
Investment grade: Represents a Moody’s long-term rating of Baa3 or better; and/or a Standard & Poor’sS&P long-term rating of BBB- or DBRSbetter; and/or a Fitch long-term rating of BBB- or better; or if unrated, an equivalent rating using our internal risk ratings. Instruments that fall below these levels are considered to be non-investment grade.
Investor entities: Entities that invest in community development entities (“CDE”) that provide debt financing to businesses and non-profit entities in low-income and rural communities.
LCR Rule: In September 2014, the Federal Banking Agencies issued final rules implementing the Basel III Liquidity Coverage Ratio (“LCR”) in the United States. The LCR is calculated by dividing the amount of an institution’s high quality, unencumbered liquid assets by its estimated net cash outflow, as defined and calculated in accordance with the LCR Rule.
Leverage ratio: Tier 1 capital divided by average assets after certain adjustments, as defined by the regulators.
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Liquidity risk: The risk that the Company will not be able to meet its future financial obligations as they come due, or invest in future asset growth because of an inability to obtain funds at a reasonable price within a reasonable time period.time.

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Loan-to-value (“LTV”) ratio: The relationship, expressed as a percentage, between the principal amount of a loan and the appraised value of the collateral (i.e., residential real estate, autos, etc.) securing the loan.
Managed presentation: A non-GAAP presentation of financialbusiness segment results that includes reclassificationsderived from our internal management accounting and reporting process, which employs various allocation methodologies, including funds transfer pricing, to present revenue on a fully taxable-equivalent basis. Management uses this non-GAAP financial measure atassign certain balance sheet assets, deposits and other liabilities and their related revenues and expenses directly or indirectly attributable to each business segment. The results of our individual businesses reflect the segment level, because it believes this provides information to enable investors to understand the underlying operationalmanner in which management evaluates performance and trends of the particular businessmakes decisions about funding our operations and allocating resources and are intended to reflect each segment and facilitatesas if it were a comparison of the business segment with the performance of competitors.stand-alone business.
Market risk: The risk that an institution’s earnings or the economic value of equity could be adversely impacted by changes in interest rates, foreign exchange rates or other market factors.
Master netting agreement:Agreement: An agreement between two counterparties that have multiple contracts with each other that provides for the net settlement of all contracts through a single payment in the event of default or termination of any one contract.
Mortgage-backed security (“MBS”): An asset-backed security whose cash flows are backed by the principal and interest payments of a set of mortgage loans.
Mortgage servicing rights (“MSR”MSRs”): The right to service a mortgage loan when the underlying loan is sold or securitized. Servicing includes collections for principal, interest and escrow payments from borrowers and accounting for and remitting principal and interest payments to investors.
Net charge-off rate: Represents (annualized) net charge-offs divided by average loans held for investment for the period. Negative net charge-offs and related rates are captioned as net recoveries.
Net interest margin: The result of dividing Represents (annualized) net interest income divided by average interest-earning assets.assets for the period.
NSFR Rule: The Federal Banking Agencies issued a rule in October 2020 implementing the net stable funding ratio (“NSFR”). The NSFR measures the stability of our funding profile and requires us to maintain minimum amounts of stable funding to support our assets, commitments and derivatives exposures over a one-year period.
Nonperforming loans: Loans Generally include loans that have been placed on nonaccrual status. We do not report loans classified as held for sale as nonperforming.
North Fork: North Fork Bancorporation, Inc., which was acquired by the Company in 2006.
Option-ARM loans: The option-ARM real estate loan product is an adjustable-rate mortgage loan that initially provides the borrower with the monthly option to make a fully-amortizing, interest-only or minimum fixed payment. After the initial payment option period, usually five years, the recalculated minimum payment represents a fully-amortizing principal and interest payment that would effectively repay the loan by the end of its contractual term.
Other-than-temporary impairment (“OTTI”): An impairment charge taken on a security whose fair value has fallen below the carrying value on the balance sheet and whose value is not expected to recover through the holding period of the security.
Purchased credit-impaired (“PCI”) loans: Loans acquired in a business combination that were recorded at fair value at acquisition and subsequently accounted for based on cash flows expected to be collected in accordance with ASC 310-30, Loans and Debt Securities Acquired with Deteriorated Credit Quality.
Public FundFunds deposits: Deposits that are derived from a variety of political subdivisions such as school districts and municipalities.
Purchase volume: Includes Consists of purchase transactions, net of returns, for the period, for loans both classified as held for investment and held for sale. Excludesexcludes cash advance and balance transfer transactions.
Rating agency: An independent agency that assesses the credit quality and likelihood of default of an issue or issuer and assigns a rating to that issue or issuer.
Recorded investment: The amount of the investment in a loan which includes any direct write-down of the investment.
Repurchase agreement: An instrument used to raise short-term funds whereby securities are sold with an agreement for the seller to buy back the securities at a later date.
Restructuring charges: Charges associated with the realignment of resources supporting various businesses, primarily consisting of severance and related benefits pursuant to our ongoing benefit programs and impairment of certain assets related to the business locations andand/or activities being exited.
Return on average assets: Calculated based on income from continuing operations, net of tax, for the period divided by average total assets for the period.
Return on average common equity: Calculated based on the sum of (i) income from continuing operations, net of tax; (ii) less dividends and undistributed earnings allocated to participating securities; (iii) less preferred stock dividends, for the period, divided by average common equity. Our calculation of return on average common equity may not be comparable to similarly-titled measures reported by other companies.

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Return on average tangible common equity: A non-GAAP financial measure calculated based on the sum of (i) income from continuing operations, net of tax; (ii) less dividends and undistributed earnings allocated to participating securities; and (iii) less preferred stock dividends, for the period, divided by average tangible common equity. Our calculation of return on average tangible common equity may not be comparable to similarly-titled measures reported by other companies.
Risk-weighted assets: Consist of on-On- and off-balance sheet assets that are assigned to one of several broad risk categories and weighted by factors representing their risk and potential for default.
Securitized debt obligations: A type of asset-backed security and structured credit product constructed from a portfolio of fixed-income assets.
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Stress capital buffer: A component of our new standardized approach capital conservation buffer, which will be recalibrated annually based on the results of our supervisory stress tests.
Subprime: For purposes of lending in our Credit Card business, we generally consider FICO scores of 660 or below, or other equivalent risk scores, to be subprime. For purposes of auto lending in our Consumer Banking business, we generally consider FICO scores of 620 or below to be subprime.
Tax Act: The Act toTailoring Rules: In October 2019, the Federal Banking Agencies released final rules that provide for reconciliation pursuant to titles IItailored application of certain capital, liquidity and Vstress-testing requirements across different categories of banking institutions. As a bank holding company with total consolidated assets of at least $250 billion that does not exceed any of the concurrent resolution onapplicable risk-based thresholds, we are a Category III institution under the budget for fiscal year 2018 enacted on December 22, 2017.Tailoring Rules.
Tangible common equity (“TCE”):equity: A non-GAAP financial measure. Common equity less goodwill and other intangible assets adjusted for deferred tax liabilities associated with non-tax deductible intangible assets and tax deductible goodwill.
Troubled debt restructuring (“TDR”): A TDR is deemed to occur when the Company modifies the contractual terms of a loan agreement are modified by granting a concession to a borrower that is experiencing financial difficulty.
Unfunded commitments: Legally binding agreements to provide a defined level of financing until a specified future date.
U.K. PPI Reserve: U.K. payment protection insurance customer refund reserve.
U.S. GAAP: Accounting principles generally accepted in the United States of America. Accounting rules and conventions defining acceptable practices in preparing financial statements in the U.S.
Unfunded commitments: Legally binding agreements to provideU.S. Real Gross Domestic Product (“GDP”) Rate: Is an inflation-adjusted measure that reflects the value of all goods and services produced by an economy in a defined level of financing until a specified future date.given year.
Variable interest entity (“VIE”): An entity that, by design, either (i) lacks enoughlack sufficient equity investment at risk to permit the entity to finance its activities without additional subordinated financial support from other parties; or (ii) hashave equity ownersinvestors that lackdo not have the rightability to make significant decisions affectingrelating to the entity’s operations;operations through voting rights; and/or (iii) has equity owners that do not have anthe obligation to absorb the expected losses, or do not have the right to receive the entity’s losses or return.residual returns of the entity.


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Acronyms
ABS:Asset-backed security
AFS: Available for sale
AML: Anti-money laundering
ABS: Asset-backed securities
AOCI: Accumulated other comprehensive income
ARM:Adjustable rate mortgageARRC: Alternative Reference Rates Committee
ASC:ASU: Accounting Standards CodificationUpdate
ASC: Accounting Standards Codification
ATM: Automated teller machine
AWS: Amazon Web Services, Inc.
BHC: Bank holding company
bps: Basis points
CAD: Canadian dollar
CAP: Compliance Assurance Process
CARES: Coronavirus Aid, Relief, and Economic Security
CCAR: Comprehensive Capital Analysis and Review
CCP:CCP: Central Counterparty Clearinghouse, or Central Clearinghouse
CCPA: California Consumer Privacy Act
CFTC: Commodity Futures Trading Commission
CPRA: California Privacy Rights Act
CDE:Community development entities
CECL: Current expected credit loss
CEO: Chief Executive OfficerCET1: Common equity Tier 1 capital
CFPB: CFPB: Consumer Financial Protection Bureau
CFTC: Commodity Futures Trading Commission
CIFG: CIFG Assurance North America, Inc. (“U.S. Bank Litigation”)
CMBS: Commercial mortgage-backed securities
CME: Chicago Mercantile Exchange
COEP: Capital One (Europe) plc
COF: Capital One Financial Corporation
COSO:Committee of Sponsoring Organizations of the Treadway Commission
COVID-19: Coronavirus disease of 2019
CRA: Community Reinvestment Act
CVA: Credit valuation adjustment
DCF:Discounted cash flow
DCM:DDOS: Distributed Denial of Service
DIB: Diversity Inclusion and Belonging
DIF: Deposit Insurance Fund
DRR: Designated contract marketReserve Ratio
DDOS: Distributed denial of service
DIF: Deposit insurance fund
DRR: Designated reserve ratio
DUS: Delegated Underwriting and Servicing
DVA: Debit valuation adjustment
EGRRCPA: Economic Growth, Regulatory Relief, and Consumer Protection Act
EU:European Union
EUR: Euro
Fannie Mae: Federal National Mortgage Association
FASB: Financial Accounting Standards Board
FCA: U.K. Financial Conduct Authority
FCM: Futures commission merchant
112Capital One Financial Corporation (COF)

FDIC: Federal Deposit Insurance Corporation
FDICIA: The Federal Deposit Insurance Corporation Improvement Act of 1991
FFIEC:Federal Financial Institutions Examination Council
FHFA: Federal Housing Finance AgencyFHC: Financial Holding Company
FHLB: Federal Home Loan Banks
FIS: Fidelity Information ServicesFinCEN: Financial Crimes Enforcement Network
Fitch: Fitch Ratings
FIRREA: Financial Institutions Reform, Recovery and Enforcement Act of 1989

FSOC: The Financial Stability Oversight Council
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Fitch: Fitch Ratings
FOS: Financial Ombudsman Service
Freddie Mac:Federal Home Loan Mortgage Corporation
FVC:Fair Value Committee
GAAP: Generally accepted accounting principles in the U.S.
GBP: Great British poundPound sterling
GDP: U.S. Real Gross domestic productDomestic Product
GDPR:General Data Protection Regulation
Ginnie Mae:Government National Mortgage Association
GLBA: Gramm-Leach Bliley Act
G-SIB:Global systemically important banks
GSE or Agency: Government-sponsored enterprise
HELOCs:Home equity lines of creditHQLA: High-Quality Liquid Assets
HFI: Held for investmentIBA: ICE Benchmark Administration 
HFS: Healthcare Financial ServicesIBOR: Interbank Offered Rate
ICE: Intercontinental Exchange
IRM: Independent Risk Management
IRS: Internal Revenue Service
ISDA: International Swaps and Derivatives Association
LCH: LCH Group
LCR: Liquidity coverage ratio
LIBOR:London Interbank Offered Rate
MMDA: Money market deposit accountsLTV: Loan-to-Value
MDL: Multi-district litigation
Moody’s: Moody’s Investors Service
MSR: MSRs: Mortgage servicing rights
NOW: Negotiable order of withdrawal
NSFR:NSFR: Net stable funding ratio
NYSE: New York Stock Exchange
OCC: Office of the Comptroller of the Currency
OTC: Over-the-counter
PCA:Prompt corrective action
PCAOB: Public Company Accounting Oversight Board
PCD: Purchased Credit-Deteriorated
PCI: Purchased credit-impaired
PCCR: Purchased credit card relationship
PIPEDA: Personal Information Protection and Electronic Document Act
PPI: Payment protection insurance
PRA: Prudential Regulatory Authority
PSA: Performance share award
PSU: Performance share unit
REO: Real estate owned
RMBS: Residential mortgage-backed securities
RSA: Restricted stock award
RSU: Restricted stock unit
S&P:Standard & Poor’s
SEC: U.S. Securities and Exchange Commission
SEF: Swap execution facility
TARP: Troubled Asset ReliefPPP: Paycheck Protection Program
TCE: Tangible common equity
TDR: Troubled debt restructuring
TILA: Truth in Lending Act
TSYS: Total Systems Services, Inc.
U.K.: United Kingdom
U.S.: United States of America
VAC: Valuations Advisory Committee

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RMBS: Residential mortgage-backed securities
RSU: Restricted stock unit
S&P:Standard & Poor’s
SEC: U.S. Securities and Exchange Commission
SOFR: Secured Overnight Financing Rate
TCE: Tangible common equity
TDR: Troubled debt restructuring
TILA: Truth in Lending Act
U.K.: United Kingdom
U.K. GDPR: U.K. General Data Protection Regulation
U.S.: United States of America
USD: United States Dollar
VAC: Valuations Advisory Committee
VIE: Variable interest entity
XBRL: Extensible business reporting language

114Capital One Financial Corporation (COF)

Item 7A.Quantitative and Qualitative Disclosures about Market Risk
For a discussion of the quantitative and qualitative disclosures about market risk, see “MD&A—Risk ManagementMarket Risk Management” and “MD&A—Market Risk Profile.Profile.
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Note 2—Investment SecuritiesBusiness Developments and Discontinued Operations

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MANAGEMENT’S REPORT ON INTERNAL CONTROL OVER FINANCIAL REPORTING
The management of Capital One Financial Corporation (the “Company” or “Capital One”) is responsible for establishing and maintaining adequate internal control over financial reporting and for the assessment of the effectiveness of internal control over financial reporting. Internal control over financial reporting is a process designed by, or under the supervision of, the Company’s principal executive and principal financial officers, or persons performing similar functions, and effected by the Company’s Board of Directors, management and other personnel, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external reporting purposes in accordance with U.S. generally accepted accounting principles.
Capital One’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the Company’s assets; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that the Company’s receipts and expenditures are being made only in accordance with authorizations of the Company’s management and directors; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use or disposition of the Company’s assets that could have a material effect on its financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
Management conducted an assessment of the effectiveness of the Company’s internal control over financial reporting as of December 31, 2017,2021, based on the framework in “2013 Internal Control—Integrated Framework” issued by the Committee of Sponsoring Organizations of the Treadway Commission (“COSO”), commonly referred to as the “2013 Framework.”
Based on this assessment, management concluded that, as of December 31, 2017,2021, the Company’s internal control over financial reporting was effective based on the criteria established by COSO in the 2013 Framework. Additionally, based upon management’s assessment, the Company determined that there were no material weaknesses in its internal control over financial reporting as of December 31, 2017.2021.
The effectiveness of the Company’s internal control over financial reporting as of December 31, 2017,2021, has been audited by Ernst & Young LLP, an independent registered public accounting firm, as stated in their accompanying report, which expresses an unqualified opinion on the effectiveness of the Company’s internal control over financial reporting as of December 31, 2017.
2021.
/s/ RICHARD D. FAIRBANK
Richard D. Fairbank
Chair and Chief Executive Officer
/s/ RICHARD D. FAIRBANKANDREW M. YOUNG
Richard D. FairbankAndrew M. Young
Chair, Chief Executive Officer and President
/s/ R. SCOTT BLACKLEY
R. Scott Blackley
Chief Financial Officer
February 21, 201825, 2022



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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
ON INTERNAL CONTROL OVER FINANCIAL REPORTING
To the Shareholders and the Board of Directors of Capital One Financial Corporation:
Opinion on Internal Control over Financial Reporting
We have audited Capital One Financial Corporation’s internal control over financial reporting as of December 31, 2017,2021, based on criteria established in Internal Control—Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework)(the COSO criteria). In our opinion, Capital One Financial Corporation (the “Company”) maintained, in all material respects, effective internal control over financial reporting as of December 31, 2017,2021, based onthe COSO criteria.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheets of Capital One Financial Corporationas of December 31, 20172021 and 2016, and2020, the related consolidated statements of income, comprehensive income, changes in stockholders’ equity and cash flows for each of the three years in the period ended December 31, 2017,2021, and the related notes of the Company and our report dated February 21, 201825, 2022 expressed an unqualified opinion thereon.
Basis for Opinion
The Company’s management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting included in the accompanying Management’s Report on Internal Control Over Financial Reporting. Our responsibility is to express an opinion on the Company’s internal control over financial reporting based on our audit. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audit in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects.

Our audit included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, testing and evaluating the design and operating effectiveness of internal control based on the assessed risk, and performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.
Definition and Limitations of Internal Control Over Financial Reporting
A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (3) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

/s/ Ernst & Young LLP
Tysons, Virginia
February 21, 201825, 2022

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REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
ON THE CONSOLIDATED FINANCIAL STATEMENTS
To the Shareholders and the Board of Directors of Capital One Financial Corporation:
Opinion on the Financial Statements
We have audited the accompanying consolidated balance sheets of Capital One Financial Corporation (the “Company”) as of December 31, 20172021 and 2016, and2020, the related consolidated statements of income, comprehensive income, changes in stockholders’ equity and cash flows for each of the three years in the period ended December 31, 2017,2021, and the related notes (collectively referred to as the “financial“consolidated financial statements”). In our opinion, the consolidated financial statements present fairly, in all material respects, the consolidated financial position of the Company at December 31, 20172021 and 2016,2020, and the consolidated results of its operations and its cash flows for each of the three years in the period ended December 31, 2017,2021, in conformity with U.S. generally accepted accounting principles.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the Company’sCompany's internal control over financial reporting as of December 31, 2017,2021, based on criteria established in Internal Control-Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 framework) and our report dated February 21, 201825, 2022 expressed an unqualified opinion thereon.
Adoption of New Accounting Standard
As discussed in Note 1 and Note 4 to the consolidated financial statements, the Company changed its method for accounting for credit losses in 2020.
Basis for Opinion
These financial statements are the responsibility of the Company’sCompany's management. Our responsibility is to express an opinion on the Company’s financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statements. We believe that our audits provide a reasonable basis for our opinion.
Critical Audit Matter
The critical audit matter communicated below is a matter arising from the current period audit of the financial statements that was communicated or required to be communicated to the audit committee and that: (1) relates to accounts or disclosures that are material to the financial statements and (2) involved our especially challenging, subjective or complex judgments. The communication of the critical audit matter does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.
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Allowance for credit losses—Credit Card and Consumer Banking
Description of the MatterOn December 31, 2021, the Company’s allowance for the credit card and consumer banking portfolios was $8.3 billion and $1.9 billion, respectively. As more fully described in Note 1 and Note 4 of the consolidated financial statements, the allowance for credit losses (ACL or allowance) represents management’s current estimate of expected credit losses over the contractual terms of the Company’s held for investment (HFI) loan portfolios as of the balance sheet date and is comprised of two elements. The first is ‘quantitative’ and involves the use of complex econometric statistical loss forecasting models tailored to each portfolio based on, among other things, expected economic conditions; historical loss, recovery, and paydown experience; account seasoning; and the value of collateral underlying secured loans. The second is ‘qualitative’ and involves factors that represent management’s judgment of the imprecision and risks inherent in the processes and assumptions used in establishing the allowance for credit losses. Auditing the allowance for the credit card and consumer banking portfolios was especially challenging and highly judgmental due to the significant complexity of the loss forecasting models used in the quantitative element and the significant judgment required in establishing the qualitative element. The qualitative element requires management to make significant judgments regarding current and forward-looking conditions, internal and external factors, and uncertainty as it relates to economic, model, or forecast risks, where not already captured in the modeled results.
How We Addressed the Matter in Our Audit
We obtained an understanding, evaluated the design and tested the operating effectiveness of the internal controls over the ACL process, including, among others, controls over the development, operation, and monitoring of loss forecasting models and management review controls over key assumptions and qualitative judgments used in reviewing the final credit card and consumer banking allowance results, including the economic forecast. Our tests of controls included observation of certain of management’s quarterly ACL governance meetings, at which key management judgments, qualitative adjustments, and final ACL results are subjected to critical challenge by management groups independent of the group responsible for producing the ACL estimate.
We involved EY specialists in testing management’s credit card and consumer banking econometric statistical loss forecasting models including evaluating model methodology, model performance and testing key modeling assumptions as well as model governance and the economic forecast used by the ACL models. We compared actual loss history with prior forecasts at a disaggregated loan portfolio level to evaluate the reasonableness of management’s consumer forecasts (e.g., look-back analysis).
We performed sensitivity analysis on the ACL, charge-off and delinquency rates, and coverage ratios used within each segment of the credit card and consumer banking allowance. Our audit response also included specific substantive tests of management’s process to measure credit card and consumer banking qualitative factors, including those related to the significant judgments made by management outlined above. We compared calculations to alternative model scenarios and industry peer data and compared qualitative factors to prior periods and prior economic cycles. We also evaluated if credit card and consumer banking allowance qualitative factors were applied based on a comprehensive framework and that all available information was considered, well-documented, and consistently applied.
/s/ Ernst & Young LLP
We have served as the Company’s auditor since 1994.
Tysons, Virginia
February 21, 201825, 2022


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CAPITAL ONE FINANCIAL CORPORATION
CONSOLIDATED STATEMENTS OF INCOME


Year Ended December 31,
(Dollars in millions, except per share-related data)202120202019
Interest income:
Loans, including loans held for sale$24,263 $24,074 $25,862 
Investment securities1,446 1,877 2,411 
Other60 82 240 
Total interest income25,769 26,033 28,513 
Interest expense:
Deposits956 2,165 3,420 
Securitized debt obligations119 232 523 
Senior and subordinated notes488 679 1,159 
Other borrowings35 44 71 
Total interest expense1,598 3,120 5,173 
Net interest income24,171 22,913 23,340 
Provision (benefit) for credit losses(1,944)10,264 6,236 
Net interest income after provision for credit losses26,115 12,649 17,104 
Non-interest income:
Interchange fees, net3,860 3,017 3,179 
Service charges and other customer-related fees1,578 1,243 1,330 
Net securities gains2 25 26 
Other824 1,325 718 
Total non-interest income6,264 5,610 5,253 
Non-interest expense:
Salaries and associate benefits7,421 6,805 6,388 
Occupancy and equipment2,003 2,118 2,098 
Marketing2,871 1,610 2,274 
Professional services1,440 1,312 1,237 
Communications and data processing1,262 1,215 1,290 
Amortization of intangibles29 60 112 
Other1,544 1,936 2,084 
Total non-interest expense16,570 15,056 15,483 
Income from continuing operations before income taxes15,809 3,203 6,874 
Income tax provision3,415 486 1,341 
Income from continuing operations, net of tax12,394 2,717 5,533 
Income (loss) from discontinued operations, net of tax(4)(3)13 
Net income12,390 2,714 5,546 
Dividends and undistributed earnings allocated to participating securities(105)(20)(41)
Preferred stock dividends(274)(280)(282)
Issuance cost for redeemed preferred stock(46)(39)(31)
Net income available to common stockholders$11,965 $2,375 $5,192 
Basic earnings per common share:
Net income from continuing operations$27.05 $5.20 $11.07 
Income (loss) from discontinued operations(0.01)(0.01)0.03 
Net income per basic common share$27.04 $5.19 $11.10 
Diluted earnings per common share:
Net income from continuing operations$26.95 $5.19 $11.02 
Income (loss) from discontinued operations(0.01)(0.01)0.03 
Net income per diluted common share$26.94 $5.18 $11.05 
  Year Ended December 31,
(Dollars in millions, except per share-related data) 2017 2016 2015
Interest income:      
Loans, including loans held for sale $23,388
 $21,203
 $18,785
Investment securities 1,711
 1,599
 1,575
Other 123
 89
 99
Total interest income
 25,222
 22,891
 20,459
Interest expense:      
Deposits 1,602
 1,213
 1,091
Securitized debt obligations 327
 216
 151
Senior and subordinated notes 731
 476
 330
Other borrowings 102
 113
 53
Total interest expense 2,762
 2,018
 1,625
Net interest income 22,460
 20,873
 18,834
Provision for credit losses 7,551
 6,459
 4,536
Net interest income after provision for credit losses 14,909
 14,414
 14,298
Non-interest income:      
Interchange fees, net 2,573
 2,452
 2,264
Service charges and other customer-related fees 1,597
 1,646
 1,856
Net securities gains (losses) 65
 (11) (32)
Other 542
 541
 491
Total non-interest income 4,777
 4,628
 4,579
Non-interest expense:      
Salaries and associate benefits 5,899
 5,202
 4,975
Occupancy and equipment 1,939
 1,944
 1,829
Marketing 1,670
 1,811
 1,744
Professional services 1,097
 1,075
 1,120
Communications and data processing 1,177
 1,169
 1,055
Amortization of intangibles 245
 386
 430
Other 2,167
 1,971
 1,843
Total non-interest expense 14,194
 13,558
 12,996
Income from continuing operations before income taxes 5,492
 5,484
 5,881
Income tax provision 3,375
 1,714
 1,869
Income from continuing operations, net of tax 2,117
 3,770
 4,012
Income (loss) from discontinued operations, net of tax (135) (19) 38
Net income 1,982
 3,751
 4,050
Dividends and undistributed earnings allocated to participating securities (13) (24) (20)
Preferred stock dividends (265) (214) (158)
Net income available to common stockholders $1,704
 $3,513
 $3,872
Basic earnings per common share:      
Net income from continuing operations $3.80
 $7.00
 $7.08
Income (loss) from discontinued operations (0.28) (0.04) 0.07
Net income per basic common share $3.52
 $6.96
 $7.15
Diluted earnings per common share:      
Net income from continuing operations $3.76
 $6.93
 $7.00
Income (loss) from discontinued operations (0.27) (0.04) 0.07
Net income per diluted common share $3.49
 $6.89
 $7.07
Dividends declared per common share $1.60
 $1.60
 $1.50

See Notes to Consolidated Financial Statements.
119121Capital One Financial Corporation (COF)




CAPITAL ONE FINANCIAL CORPORATION
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME

Year Ended December 31,
(Dollars in millions)202120202019
Net income$12,390 $2,714 $5,546 
Other comprehensive income (loss), net of tax:
Net unrealized gains (losses) on securities available for sale(1,889)1,259 650 
Net unrealized gains (losses) on hedging relationships(1,244)1,008 772 
Foreign currency translation adjustments10 76 70 
Net changes in securities held to maturity0 26 
Other3 13 
Other comprehensive income (loss), net of tax(3,120)2,346 1,531 
Comprehensive income$9,270 $5,060 $7,077 

  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Net income $1,982
 $3,751
 $4,050
Other comprehensive income (loss), net of tax:      
Net unrealized gains (losses) on securities available for sale 21
 (166) (248)
Net changes in securities held to maturity 97
 104
 96
Net unrealized gains (losses) on cash flow hedges (203) (198) 110
Foreign currency translation adjustments 84
 (79) (135)
Other 24
 6
 (9)
Other comprehensive income (loss), net of tax 23
 (333) (186)
Comprehensive income $2,005
 $3,418
 $3,864






































See Notes to Consolidated Financial Statements.
120122Capital One Financial Corporation (COF)




CAPITAL ONE FINANCIAL CORPORATION
CONSOLIDATED BALANCE SHEETS

(Dollars in millions, except per share-related data)December 31, 2021December 31, 2020
Assets:
Cash and cash equivalents:
Cash and due from banks$4,164 $4,708 
Interest-bearing deposits and other short-term investments17,582 35,801 
Total cash and cash equivalents21,746 40,509 
Restricted cash for securitization investors308 262 
Securities available for sale (amortized cost of $94.9 billion and $97.6 billion and allowance for credit losses of $1 million as of both December 31, 2021 and 2020)95,261 100,445 
Loans held for investment:
Unsecuritized loans held for investment252,468 225,698 
Loans held in consolidated trusts24,872 25,926 
Total loans held for investment277,340 251,624 
Allowance for credit losses(11,430)(15,564)
Net loans held for investment265,910 236,060 
Loans held for sale ($1.0 billion and $596 million carried at fair value as of December 31, 2021 and 2020, respectively)5,888 2,710 
Premises and equipment, net4,210 4,287 
Interest receivable1,460 1,471 
Goodwill14,782 14,653 
Other assets22,816 21,205 
Total assets$432,381 $421,602 
Liabilities:
Interest payable$281 $352 
Deposits:
Non-interest-bearing deposits38,043 31,142 
Interest-bearing deposits272,937 274,300 
Total deposits310,980 305,442 
Securitized debt obligations14,994 12,414 
Other debt:
Federal funds purchased and securities loaned or sold under agreements to repurchase820 668 
Senior and subordinated notes27,219 27,382 
Other borrowings53 75 
Total other debt28,092 28,125 
Other liabilities17,005 15,065 
Total liabilities371,352 361,398 
Commitments, contingencies and guarantees (see Note 18)00
Stockholders’ equity:
Preferred stock (par value $0.01 per share; 50,000,000 shares authorized; 4,975,000 shares issued and outstanding as of December 31, 2021 and 2020, respectively)0 
Common stock (par value $0.01 per share; 1,000,000,000 shares authorized; 685,057,944 and 679,932,837 shares issued as of December 31, 2021 and 2020, respectively; 413,858,537 and 458,972,202 shares outstanding as of December 31, 2021 and 2020, respectively)7 
Additional paid-in capital, net34,112 33,480 
Retained earnings51,006 40,088 
Accumulated other comprehensive income374 3,494 
Treasury stock, at cost (par value $0.01 per share; 271,199,407 and 220,960,635 shares as of December 31, 2021 and 2020, respectively)(24,470)(16,865)
Total stockholders’ equity61,029 60,204 
Total liabilities and stockholders’ equity$432,381 $421,602 
(Dollars in millions, except per share-related data) December 31,
2017
 December 31,
2016
Assets:    
Cash and cash equivalents:    
Cash and due from banks $4,458
 $4,185
Interest-bearing deposits and other short-term investments 9,582
 5,791
Total cash and cash equivalents 14,040
 9,976
Restricted cash for securitization investors 312
 2,517
Securities available for sale, at fair value 37,655
 40,737
Securities held to maturity, at carrying value 28,984
 25,712
Loans held for investment:    
Unsecuritized loans held for investment 218,806
 213,824
Loans held in consolidated trusts 35,667
 31,762
Total loans held for investment 254,473
 245,586
Allowance for loan and lease losses (7,502) (6,503)
Net loans held for investment 246,971
 239,083
Loans held for sale, at lower of cost or fair value 971
 1,043
Premises and equipment, net 4,033
 3,675
Interest receivable 1,536
 1,351
Goodwill 14,533
 14,519
Other assets 16,658
 18,420
Total assets $365,693
 $357,033
     
Liabilities:    
Interest payable $413
 $327
Deposits:    
Non-interest-bearing deposits 26,404
 25,502
Interest-bearing deposits 217,298
 211,266
Total deposits 243,702
 236,768
Securitized debt obligations 20,010
 18,826
Other debt:    
Federal funds purchased and securities loaned or sold under agreements to repurchase 576
 992
Senior and subordinated notes 30,755
 23,431
Other borrowings 8,940
 17,211
Total other debt 40,271
 41,634
Other liabilities 12,567
 11,964
Total liabilities 316,963
 309,519
Commitments, contingencies and guarantees (see Note 19) 
 
Stockholders’ equity:    
Preferred stock (par value $.01 per share; 50,000,000 shares authorized; 4,475,000 shares issued and outstanding as of both December 31, 2017 and 2016) 0
 0
Common stock (par value $.01 per share; 1,000,000,000 shares authorized; 661,724,927 and 653,736,607 shares issued as of December 31, 2017 and 2016, respectively, 485,525,340 and 480,218,547 shares outstanding as of December 31, 2017 and 2016, respectively) 7
 7
Additional paid-in capital, net 31,656
 31,157
Retained earnings 30,700
 29,766
Accumulated other comprehensive loss (926) (949)
Treasury stock, at cost (par value $.01 per share; 176,199,587 and 173,518,060 shares as of December 31, 2017 and 2016, respectively) (12,707) (12,467)
Total stockholders’ equity 48,730
 47,514
Total liabilities and stockholders’ equity $365,693
 $357,033

See Notes to Consolidated Financial Statements.
121123Capital One Financial Corporation (COF)




CAPITAL ONE FINANCIAL CORPORATION
CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS’ EQUITY

(Dollars in millions)Preferred StockCommon StockAdditional
Paid-In
Capital
Retained EarningsAccumulated
Other
Comprehensive
Income (Loss)
Treasury
Stock
Total
Stockholders’
Equity
SharesAmountSharesAmount
Balance as of December 31, 20184,475,000 $667,969,069 $$32,040 $35,875 $(1,263)$(14,991)$51,668 
Cumulative effects from adoption of new lease standard(11)(11)
Comprehensive income5,546 1,531 7,077 
Effects from transfer of securities held to maturity to available for sale888 888 
Dividends—common stock(1)
49,963 (757)(753)
Dividends—preferred stock(282)(282)
Purchases of treasury stock(1,481)(1,481)
Issuances of common stock and restricted stock, net of forfeitures4,678,940 199 199 
Exercises of stock options271,419 17 17 
Issuances of preferred stock1,500,000 1,462 1,462 
Redemptions of preferred stock(1,000,000)(969)(31)(1,000)
Compensation expense for restricted stock units and stock options227 227 
Balance as of December 31, 20194,975,000 $672,969,391 $$32,980 $40,340 $1,156 $(16,472)$58,011 
Cumulative effects from adoption of the CECL standard(2,184)(8)(2,192)
Comprehensive income2,714 2,346 5,060 
Dividends—common stock(1)
32,466 (463)(460)
Dividends—preferred stock(280)(280)
Purchases of treasury stock(393)(393)
Issuances of common stock and restricted stock, net of forfeitures5,539,010 241 241 
Exercises of stock options1,391,970 62 62 
Issuances of preferred stock1,375,000 1,330 1,330 
Redemptions of preferred stock(1,375,000)(1,336)(39)(1,375)
Compensation expense for restricted stock units and stock options200 200 
Balance as of December 31, 20204,975,000 $679,932,837 $$33,480 $40,088 $3,494 $(16,865)$60,204 
Comprehensive income (loss)12,390 (3,120)9,270 
Dividends—common stock(1)
28,410 0 4 (1,152)(1,148)
Dividends—preferred stock(274)(274)
Purchases of treasury stock(7,605)(7,605)
Issuances of common stock and restricted stock, net of forfeitures4,178,919 0 253 253 
Exercises of stock options917,778 0 55 55 
Issuances of preferred stock2,100,000 0 2,052 2,052 
Redemptions of preferred stock(2,100,000)0 (2,054)(46)(2,100)
Compensation expense for restricted stock units322 322 
Balance as of December 31, 20214,975,000 $0 685,057,944 $7 $34,112 $51,006 $374 $(24,470)$61,029 
__________
(Dollars in millions) Preferred Stock Common Stock 
Additional
Paid-In
Capital
 Retained Earnings 
Accumulated
Other
Comprehensive
Income (Loss)
 
Treasury
Stock
 
Total
Stockholders’
Equity
Shares Amount Shares Amount 
Balance as of December 31, 2014 1,875,000
 $0
 643,557,048
 $6
 $27,869
 $23,973
 $(430) $(6,365) $45,053
Comprehensive income (loss)           4,050
 (186)   3,864
Dividends—common stock     46,846
 0 4
 (820)     (816)
Dividends—preferred stock           (158)     (158)
Purchases of treasury stock               (2,441) (2,441)
Issuances of common stock and restricted stock, net of forfeitures     2,603,953
 0 111
       111
Exercise of stock options and warrants, tax effects of exercises and restricted stock vesting     2,109,548
 0 71
       71
Issuances of preferred stock
(Series E and Series F)
 1,500,000
 0
     1,472
       1,472
Compensation expense for restricted stock awards, restricted stock units and stock options         128
       128
Balance as of December 31, 2015 3,375,000
 $0
 648,317,395
 $6
 $29,655
 $27,045
 $(616) $(8,806) $47,284
Comprehensive income (loss)           3,751
 (333)   3,418
Dividends—common stock     52,338
 0 4
 (816)     (812)
Dividends—preferred stock           (214)     (214)
Purchases of treasury stock               (3,661) (3,661)
Issuances of common stock and restricted stock, net of forfeitures     3,272,745
 1 130
       131
Exercise of stock options, tax effects of exercises and restricted stock vesting     2,094,129
 0 102
       102
Issuances of preferred stock
(Series G and Series H)
 1,100,000
 0
     1,066
       1,066
Compensation expense for restricted stock awards, restricted stock units and stock options         200
       200
Balance as of December 31, 2016 4,475,000
 $0
 653,736,607
 $7
 $31,157
 $29,766
 $(949) $(12,467) $47,514
Comprehensive income           1,982
 23
   2,005
Dividends—common stock     42,613
 0 3
 (783)     (780)
Dividends—preferred stock           (265)     (265)
Purchases of treasury stock               (240) (240)
Issuances of common stock and restricted stock, net of forfeitures     4,057,555
 0 164
       164
Exercises of stock options and warrants     3,888,152
 0 124
       124
Compensation expense for restricted stock awards, restricted stock units and stock options         208
       208
Balance as of December 31, 2017 4,475,000
 $0
 661,724,927
 $7
 $31,656
 $30,700
 $(926) $(12,707) $48,730
(1)We declared dividends per share on our common stock of $0.60 in the fourth quarter of 2021, $1.20 in the third quarter of 2021, $0.10 in both of the latter two quarters of 2020 and $0.40 in the first two quarters of 2021 and 2020 and each quarter of 2019.


See Notes to Consolidated Financial Statements.
122124Capital One Financial Corporation (COF)




CAPITAL ONE FINANCIAL CORPORATION
CONSOLIDATED STATEMENTS OF CASH FLOWS

Year Ended December 31,
(Dollars in millions)202120202019
Operating activities:
Income from continuing operations, net of tax$12,394 $2,717 $5,533 
Loss from discontinued operations, net of tax(4)(3)13 
Net income12,390 2,714 5,546 
Adjustments to reconcile net income (loss) to net cash from operating activities:
Provision (benefit) for credit losses(1,944)10,264 6,236 
Depreciation and amortization, net3,481 3,501 3,339 
Deferred tax provision (benefit)605 (1,627)(296)
Net securities losses (gains)(2)(25)(26)
Gain on sales of loans1 (6)(50)
Stock-based compensation expense331 203 239 
Other (including (gains) and losses from equity investments)46 (520)
Loans held for sale:
Originations and purchases(9,141)(10,055)(9,798)
Proceeds from sales and paydowns9,123 9,856 10,668 
Changes in operating assets and liabilities:
Changes in interest receivable17 287 (63)
Changes in other assets(4,114)979 662 
Changes in interest payable(71)(87)(19)
Changes in other liabilities1,594 1,212 194 
Net change from discontinued operations(6)
Net cash from operating activities12,310 16,699 16,639 
Investing activities:
Securities available for sale:
Purchases(27,884)(43,026)(12,105)
Proceeds from paydowns and maturities26,969 22,324 8,553 
Proceeds from sales2,776 812 4,780 
Securities held to maturity:
Purchases0 (396)
Proceeds from paydowns and maturities0 5,050 
Loans:
Net changes in loans held for investment(33,833)4,136 (21,280)
Principal recoveries of loans previously charged off2,506 2,452 2,557 
Net purchases of premises and equipment(698)(710)(887)
Net cash from acquisition activities(669)(7)(8,393)
Net cash from other investing activities(668)(822)(877)
Net cash from investing activities(31,501)(14,841)(22,998)
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Operating activities:      
Income from continuing operations, net of tax $2,117
 $3,770
 $4,012
Income (loss) from discontinued operations, net of tax (135) (19) 38
Net income 1,982
 3,751
 4,050
Adjustments to reconcile net income to net cash provided by operating activities:      
Provision for credit losses 7,551
 6,459
 4,536
Depreciation and amortization, net 2,440
 2,428
 2,100
Deferred tax provision (benefit) 1,434
 (686) (402)
Net (gains) losses on sales of securities available for sale (70) (6) 2
Impairment losses on securities available for sale 5
 17
 30
Gain on sales of loans held for sale (72) (80) (86)
Stock-based compensation expense 244
 239
 161
Other (8) (11) 0
Loans held for sale:      
Originations and purchases (8,929) (8,645) (6,942)
Proceeds from sales and paydowns 9,595
 8,390
 6,805
Changes in operating assets and liabilities:      
Changes in interest receivable (157) (159) (72)
Changes in other assets (714) (1,907) (596)
Changes in interest payable 85
 28
 45
Changes in other liabilities 1,157
 2,013
 575
Net change from discontinued operations (361) 25
 (79)
Net cash from operating activities 14,182
 11,856
 10,127
Investing activities:      
Securities available for sale:      
Purchases (12,412) (14,154) (12,200)
Proceeds from paydowns and maturities 7,213
 7,867
 7,742
Proceeds from sales 8,181
 4,146
 4,379
Securities held to maturity:      
Purchases (5,885) (3,787) (4,277)
Proceeds from paydowns and maturities 2,594
 2,681
 2,163
Loans:      
Net changes in loans held for investment (12,315) (22,036) (18,575)
Principal recoveries of loans previously charged off 1,951
 1,493
 1,498
Purchases of premises and equipment (1,018) (779) (532)
Net cash from acquisition activities (3,187) (629) (9,314)
Net cash from other investing activities (663) (432) (610)
Net cash from investing activities (15,541) (25,630) (29,726)
       
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Financing activities:      
Deposits and borrowings:      
Changes in deposits $6,993
 $19,031
 $12,163
Issuance of securitized debt obligations 5,983
 6,259
 5,062
Maturities and paydowns of securitized debt obligations (7,233) (3,540) (500)
Issuance of senior and subordinated notes and long-term FHLB advances 35,426
 22,984
 31,830
Maturities and paydowns of senior and subordinated notes and long-term FHLB advances (36,554) (24,170) (9,579)
Changes in other borrowings (400) 11
 (16,066)
Common stock:      
Net proceeds from issuances 164
 131
 111
Dividends paid (780) (812) (816)
Preferred stock:      
Net proceeds from issuances 0
 1,066
 1,472
Dividends paid (265) (214) (158)
Purchases of treasury stock (240) (3,661) (2,441)
Proceeds from share-based payment activities 124
 142
 85
Net cash from financing activities 3,218
 17,227
 21,163
Changes in cash, cash equivalents and restricted cash for securitization investors 1,859
 3,453
 1,564
Cash, cash equivalents and restricted cash for securitization investors, beginning of the period 12,493
 9,040
 7,476
Cash, cash equivalents and restricted cash for securitization investors, ending of the period $14,352
 $12,493
 $9,040
Supplemental cash flow information:      
Non-cash items:      
Net transfers from loans held for investment to loans held for sale $674
 $552
 $268
Securitized debt obligations assumed in acquisition 2,484
 0
 0
Loans held for sale acquired by assuming other borrowings 283
 0
 0
Interest paid 2,772
 2,250
 1,643
Income tax paid 1,187
 2,121
 1,732

See Notes to Consolidated Financial Statements.
123125Capital One Financial Corporation (COF)




CAPITAL ONE FINANCIAL CORPORATION
CONSOLIDATED STATEMENTS OF CASH FLOWS
Year Ended December 31,
(Dollars in millions)202120202019
Financing activities:
Deposits and borrowings:
Changes in deposits$5,687 $42,519 $12,643 
Issuance of securitized debt obligations6,232 1,248 6,656 
Maturities and paydowns of securitized debt obligations(3,442)(6,885)(7,285)
Issuance of senior and subordinated notes and long-term FHLB advances4,486 3,987 4,142 
Maturities and paydowns of senior and subordinated notes and long-term FHLB advances(3,851)(8,156)(5,595)
Changes in other borrowings129 (6,674)(2,104)
Common stock:
Net proceeds from issuances253 241 199 
Dividends paid(1,148)(460)(753)
Preferred stock:
Net proceeds from issuances2,052 1,330 1,462 
Dividends paid(274)(280)(282)
Redemptions(2,100)(1,375)(1,000)
Purchases of treasury stock(7,605)(393)(1,481)
Proceeds from share-based payment activities55 62 17 
Net cash from financing activities474 25,164 6,619 
Changes in cash, cash equivalents and restricted cash for securitization investors(18,717)27,022 260 
Cash, cash equivalents and restricted cash for securitization investors, beginning of the period40,771 13,749 13,489 
Cash, cash equivalents and restricted cash for securitization investors, end of the period$22,054 $40,771 $13,749 
Supplemental cash flow information:
Non-cash items:
Net transfers from (to) loans held for investment to (from) loans held for sale$4,843 $2,192 $1,589 
Transfers from securities held to maturity to securities available for sale0 33,187 
Interest paid2,158 3,580 4,790 
Income tax paid2,527 988 626 

See Notes to Consolidated Financial Statements.
126Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 1—SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES
The Company
Capital One Financial Corporation, a Delaware Corporation established in 1994 and headquartered in McLean, Virginia, is a diversified financial services holding company with banking and non-banking subsidiaries. Capital One Financial Corporation and its subsidiaries (the “Company”) offer a broad array of financial products and services to consumers, small businesses and commercial clients through digital channels, branches, the internetCafés and other distribution channels. As of December 31, 2017,2021, our principal subsidiaries included:
Capital One Bank (USA), National Association (“COBNA”), which offers credit and debit card products along with other lending products and deposit products;consumer services; and
Capital One, National Association (“CONA”), which offers a broad spectrum of banking products and financial services to consumers, small businesses and commercial clients.
The Company is hereafter collectively referred to as “we,” “us” or “our.” COBNA and CONA are collectively referred to as the “Banks.”
We also offer products outside of the United States of America (“U.S.”) principally through Capital One (Europe) plc (“COEP”), an indirect subsidiary of COBNA organized and located in the United Kingdom (“U.K.”), and through a branch of COBNA in Canada. COEP has authority, among other things, to provide credit card loans. Our branch of COBNA in Canada also has the authority to provide credit card loans.
Our principal operations are currently organized for management reporting purposes into three3 major business segments, which are defined primarily based on the products and services provided or the typetypes of customer served: Credit Card, Consumer Banking and Commercial Banking. We provide details on our business segments, the integration of recent acquisitions, if any, into our business segments and the allocation methodologies and accounting policies used to derive our business segment results in Note 18—“Note 17—Business Segments. and Revenue from Contracts with Customers.
Basis of Presentation and Use of Estimates
The accompanying consolidated financial statements have been prepared in accordance with generally accepted accounting principles in the U.S. (“U.S. GAAP”). The preparation of the consolidated financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the amounts reported in the consolidated financial statements and in the related disclosures. These estimates are based on information available as of the date of the consolidated financial statements. While management makes its best judgment,judgments, actual amounts or results could differ from these estimates.Certain prior period amounts have been reclassified to conform to the current period presentation.
Principles of Consolidation
The consolidated financial statements include the accounts of Capital One Financial Corporation and all other entities in which we have a controlling financial interest. We determine whether we have a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity (“VOE”) or a variable interest entity (“VIE”). All significant intercompany account balances and transactions have been eliminated.
Voting Interest Entities
Voting interest entitiesVOEs are entities that have sufficient equity and provide the equity investors voting rights that give them the power to make significant decisions relating to the entity’s operations. Since a controlling financial interest in an entity is typically obtained through ownership of a majority voting interest, we consolidate our majority-owned subsidiaries and other voting interest entities in which we hold, directly or indirectly, more than 50% of the voting rights or where we exercise control through other contractual rights.
Investments in entities wherewhich we do not havehold a controlling financial interest but we have significant influence over the entity’s financial and operating decisions (generally defined as owning a voting interest of 20% to 50%) are accounted for under the equity method. If we own less than 20% ofdo not have significant influence, we measure equity investments at fair value with changes in fair value recorded through net income, except those that do not have a voting interest entity, we generally carry the investment at cost, except marketable equity

readily
124127Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

securities, which we carry atdeterminable fair value with changes in fair value included in accumulated other comprehensive income (“AOCI”)(for which a measurement alternative is applied). We report investments accounted for under the equity or cost methodinvestments in other assets on our consolidated balance sheets and include our share of income or loss on equity method investments and dividends on cost methodfrom those investments in other non-interest income in our consolidated statements of income.
Variable Interest Entities
VIEs are entities that, by design, either (i) lack sufficient equity to permit the entity to finance its activities without additional subordinated financial support from other parties; or (ii) have equity investors that do not have the ability to make significant decisions relating to the entity’s operations through voting rights, or do not have the obligation to absorb the expected losses, or do not have the right to receive the residual returns of the entity. The entity that has a controlling financial interest in a VIE is referred to asdeemed the primary beneficiary andof a VIE is required to consolidate the VIE. An entity is deemed to be the primary beneficiary of a VIE if that entity has both (i) the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance; and (ii) the obligation to absorb losses or the right to receive benefits that could potentially be significant to the VIE.
In determining whether we are the primary beneficiary of a VIE, we consider both qualitative and quantitative factors regarding the nature, size and form of our involvement with the VIE, such as our role in establishing the VIE and our ongoing rights and responsibilities; our economic interests, including debt and equity investments, servicing fees and other arrangements deemed to be variable interests in the VIE; the design of the VIE, including the capitalization structure, subordination of interests, payment priority, relative share of interests held across various classes within the VIE’s capital structure and the reasons why the interests are held by us.
We perform on-going reassessments to evaluate whether changes in an entity’s capital structure or changes in the nature of our involvement with the entity result in a change to the VIE designation or a change to our consolidation conclusion. See Note 6—“Note 5—Variable Interest Entities and SecuritizationsSecuritizations” for further details.
Balance Sheet Offsetting of Financial Assets and Liabilities
Derivative contracts that we execute bilaterally in the over-the-counter (“OTC”) market or are centrally cleared are generally governed by enforceable master netting agreements where we generally have the right to offset exposure with the same counterparty. Either counterparty can generally request to net settle all contracts through a single payment upon default on, or termination of, any one contract. We elect to offset the derivative assets and liabilities under master netting agreements for balance sheet presentation where a right of setoff exists. For derivative contracts entered into under master netting agreements for which we have not been able to confirm the enforceability of the setoff rights, or those not subject to master netting agreements, we do not offset our derivative positions for balance sheet presentation. See “Note 9—Derivative Instruments and Hedging Activities” for more details.
We also elect to present securities purchased or sold under resale or repurchase agreements on a net basis when a legally enforceable master netting agreement exists and other applicable criteria are met. Security collateral received from or pledged to the counterparties are not eligible for netting and are presented gross in our consolidated balance sheet. See “Note 8—Deposits and Borrowings” and “Note 9—Derivative Instruments and Hedging Activities” for more details.
Cash and Cash Equivalents
Cash and cash equivalents include cash and due from banks, and interest-bearing deposits and other-short termother short-term investments, all of which, if applicable, have stated maturities of three months or less when acquired.
Securities Resale and Repurchase Agreements
Securities purchased under resale agreements and securities loaned or sold under agreements to repurchase, principally U.S. government and agency obligations, are not accounted for as sales but as collateralized financing transactions and recorded at the amounts at which the securities were acquired or sold, plus accrued interest. We continually monitor the market value of these securities and deliver additional collateral to or obtain additional collateral from counterparties, as appropriate. See “Note 8—Deposits and Borrowings” for further details.
128Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Significant Accounting Policies Impacted by our Adoption of the CECL Standard
In the first quarter of 2020, we adopted the ASU No. 2016-13, Financial Instruments—Credit Losses (Topic 326): Measurement of Credit Losses on Financial Instruments (“CECL standard”) and updated the significant accounting policies described under the “Investments Securities” and “Loans” sections below. In periods prior to 2020, the allowance for loan and lease losses represented management’s estimate of incurred loan and lease losses as fully described in “Note 1—Summary of Significant Accounting Policies” in our Annual Report on Form 10-K for the fiscal year ended December 31, 2019.
Investment Securities
Our investment portfolio consists primarily of the following: U.S. Treasury securities; U.S. government-sponsored enterprise or agency (“Agency”) and non-agency residential mortgage-backed securities (“RMBS”); Agency commercial mortgage-backed securities (“CMBS”); other asset-backed securities (“ABS”); and other securities. The accounting and measurement framework for our investment securities differs depending on the security classification.
We classify securities as available for sale or held to maturity based on our investment strategy and management’s assessment of our intent and ability to hold the securities until maturity. SecuritiesWe did not have any securities that we may sell prior to maturity in response to changes in our investment strategy, liquidity needs, interest rate risk profile or for other reasons are classified as available for sale. Securities that we have the intent and ability to hold until maturity arewere classified as held to maturity.maturity as of December 31, 2021 and 2020.
We report securities available for sale on our consolidated balance sheets at fair value. The amortized cost of investment securities reflects the amount for which the security was acquired, adjusted for accrued interest, amortization of premiums, discounts, and net deferred fees and costs, any applicable fair value with unrealizedhedge accounting adjustments, collection of cash, and charge-offs. Unrealized gains or losses are recorded, net of tax, as a component of AOCI. We report securities held to maturity on our consolidated balance sheets at carrying value. Carrying value generally equals amortized cost. Investment securities transferred into the held to maturity category from the available for sale category are recorded at fair value at the date of transfer. Any unrealized gains or losses at the transfer date are thereafter included in AOCI. Such unrealized gains or losses are accreted over the remaining life of the security and are expected to offset the amortization of the related premium or discount created upon the investment securities transfer into the held to maturity category, with no expected impact on future net income.

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accumulated other comprehensive income (“AOCI”). Unamortized premiums, discounts and other basis adjustments for available for sale securities are generally recognized in interest income over the contractual lives of the securities using the effective interest method. However, premiums on certain callable investment securities are amortized to the earliest call date. We record purchases and sales of investment securities available for sale on a trade date basis. Realized gains or losses from the sale of debt securities are computed using the first in first outfirst-in first-out method of identification, and are included in non-interest income in our consolidated statements of income. We elect to present accrued interest for securities available for sale within interest receivable on our consolidated balance sheets.
An individual debt security is impaired when the fair value of the security is less than its amortized cost. If we intend to sell an available for sale security in an unrealized loss position or it is more likely than not that we will be required to sell the security prior to recovery of its amortized cost basis, any allowance for credit losses is reversed through our provision for credit losses and the entire difference between the amortized cost basis of the security and its fair value is recognized in our consolidated statements of income.
We regularly evaluate ourFor impaired debt securities whose valuesthat we have declined below amortized costboth the intent and ability to assess whetherhold, the decline in fair value represents an OTTI. Amortized cost reflects historical cost adjustedsecurities are evaluated to determine if a credit loss exists. The allowance for amortization of premiums, accretion of discounts and any previously recorded impairments. We discuss our assessment and accounting for OTTI in “Note 3—Investment Securities.” We discuss the techniques we use in determining the fair value ofcredit losses on our investment securities in “Note 17—Fair Value Measurement.”is recognized through our provision for credit losses and limited by the unrealized losses of a security measured as the difference between the security’s amortized cost and fair value. See further discussion below under the “Allowance for Credit Losses - Available for Sale Investment Securities” section of this Note.
Our investment portfolio also includes certain acquired debt securities that, were deemed to be credit impaired at the acquisition date, and thereforetime of purchase, had experienced a more-than-insignificant deterioration in credit quality since origination. Such debt securities are accounted for in accordance with accounting guidance for purchased credit-impaired (“PCI”) loansfinancial assets with credit deterioration and debt securities. These securities are recorded at fair value at the acquisition date using the estimated cash flows we expect to collect discounted by the prevailing market interest rate. The difference between the contractually required payments due and the undiscounted cash flows we expect to collect at acquisition, considering the impact of prepayments, isherein referred to as purchased credit-deteriorated (“PCD”) securities.
PCD securities require the nonaccretable difference. The nonaccretable difference reflects estimated futurerecognition of an allowance for credit losses expected to be incurred overat the lifetime of acquisition. The allowance for credit losses is not recognized in provision for credit losses. Instead, the security,purchase price and is neither accreted into income nor recorded on our consolidated balance sheet. The excessthe initial allowance collectively represent the amortized cost basis of a PCD security. Any non-credit discount or premium at the undiscounted cash flows expected to be collected over the estimated fair valuedate of credit-impaired debt securities at acquisition is referred to as the accretable yield, which is accretedamortized into interest income using an effective yield method over the remaining life of the security. Decreases in expected cash flows attributableSubsequent to the date of purchase, we remeasure the allowance for credit result inlosses on the recognition of OTTI. Significant increases in expected cash flowsamortized cost basis using the same policies as for other debt securities available for sale and changes are recognized prospectively overthrough our provision for credit losses. See further discussion below under the remaining life of the security as an adjustment to the accretable yield. See “Loans Acquired”“Allowance for Credit Losses - Available for Sale Investment Securities” section of this NoteNote.
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We charge off any portion of an investment security that we determine is uncollectible. The amortized cost basis, excluding accrued interest, is charged off through the allowance for credit losses. Accrued interest is charged off as a reduction to interest income. Recoveries of previously charged off principal amounts are recognized in our provision for credit losses when received.
Allowance for Credit Losses - Available for Sale Investment Securities
We maintain an allowance for credit losses (“allowance”) that represents management’s current estimate of expected credit losses over the contractual terms of our investment securities classified as available for sale. When an investment security available for sale is impaired due to credit factors, we recognize a provision for credit losses in our consolidated statements of income and an allowance for credit losses on our consolidated balance sheets. Credit losses recognized in the allowance for credit losses are limited to the amount by which the investment security’s amortized cost basis exceeds its fair value. Investment securities in unrealized gain positions do not have an allowance for credit losses as the investment security could be sold at its fair value to prevent realization of credit losses. We exclude accrued interest from the fair value and amortized cost basis of an investment security for purposes of measuring impairment. Charge-offs of uncollectible amounts of investment securities are deducted from the allowance for credit losses.
For certain of our securities available for sale, we have determined that there is no risk of impairment due to credit factors. These investment securities include high quality debt instruments that are issued and guaranteed by the United States government and its agencies, certain government-sponsored enterprises, and certain foreign sovereign governments or supranational organizations. Management performs periodic assessments to reevaluate this conclusion by considering any changes in historical losses, current conditions, and reasonable and supportable forecasts.
We evaluate impairment on a quarterly basis at the individual security level and determine whether any portion of the decline in fair value is due to a credit loss. We make this determination through the use of quantitative and qualitative analyses. Our qualitative analysis includes factors such as the extent to which fair value is less than amortized cost, any changes in the security’s credit rating, past defaults or delayed payments, and adverse conditions impacting the security or issuer. A credit loss exists to the extent that management does not expect to recover the amortized cost basis.
For investment securities which require further discussionassessment, we perform a quantitative analysis using a discounted cash flow methodology and compare the present value of accounting guidanceexpected future cash flows from the security available for purchased credit-impaired loanssale to the security’s amortized cost basis. Projected future cash flows reflect management’s best estimate and debt securities.are based on our understanding of past events, current conditions, reasonable and supportable forecasts, and are discounted by the security’s effective interest rate adjusted for prepayments. The allowance for credit losses for investment securities reflects the difference by which the amortized cost basis exceeds the present value of future cash flows and is limited to the amount by which the security’s amortized cost exceeds its fair value. See “Note 2—Investment Securities” for additional information.
Loans
Our loan portfolio consists of loans held for investment, including loans underlyingtransferred to our consolidated securitization trusts, and loans held for sale and is divided into three portfolio segments: credit card, consumer banking and commercial banking loans. Credit card loans consist of domestic and international credit card loans. Consumer banking loans consist of auto home and retail banking loans. Commercial banking loans consist of commercial and multifamily real estate loans as well as commercial and industrial and small-ticket commercial real estate loans.
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Loan Classification
Upon origination or purchase, weWe classify loans as held for investment or held for sale based on our investment strategy and management’s intent and ability with regard to the loans, which may change over time. The accounting and measurement framework for loans differs depending on the loan classification, whether we elect the fair value option, whether the loans are originated or purchased and whether purchased loans are considered credit-impaired at the date of acquisition.to have experienced a more-than-insignificant deterioration in credit quality since origination. The presentation within the consolidated statements of cash flows is based on management’s intent at acquisition or origination. Cash flows related to loans heldthat are acquired or originated with the intent to hold for investment are included in cash flows from investing activities on our consolidated statements of cash flows. Cash flows related to loans held for salethat are acquired or originated with the intent to sell are included in cash flows from operating activities on our consolidated statements of cash flows.
Loans Held for Investment
Loans that we have the ability and intent to hold for the foreseeable future and loans associated with consolidated securitization transactions are classified as held for investment. Loans classified as held for investment, except PCIfor credit card loans, accounted for based upon expected cash flows described below, are reported at their amortized cost which is the outstanding principalbasis, excluding accrued interest. For these loans, we elect to present accrued interest within interest receivable on our consolidated balance adjusted for any unearned income, unamortized deferred fees and costs, unamortized premiums and discounts and charge-offs. Creditsheets. For credit card loans also include billedclassified as held for investment, earned finance charges and fees net ofare included in either loans held for investment (if they have been billed to the estimated uncollectible amount.customer) or interest receivable (if they have not yet been billed to the customer).
Interest income is recognized on performing loans held for investment on an accrual basis. We generally defer loan origination fees and direct loan origination costs on originated loans, premiums and discounts on purchased loans and loan commitment fees. We recognize these amounts in interest income as yield adjustments over the life of the loan and/or commitment period using the effective interest method. For credit card loans, loan origination fees and direct loan origination costs are amortized on a straight-

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linestraight-line basis over a 12-month period. We establish an allowance for loan losses for probable and incurred losses inherent in ourThe amortized cost of loans held for investment loan portfolio as of each balance sheet date. Loans held for investment areis subject to our allowance for loan and leasecredit losses methodology described below under the “Allowance for Loan and Lease Losses.”Credit Losses - Loans Held for Investment” section of this Note.
Loans Held for Sale
Loans purchased or originated with the intentthat we intend to sell or for which we do not have the ability and intent to hold for the foreseeable future are classified as held for sale. InterestMultifamily commercial real estate loans originated with the intent to sell to government-sponsored enterprises are accounted for under the fair value option. We elect the fair value option on these loans as part of our management of interest rate risk along with the corresponding forward sale commitments. Loan origination fees and direct loan origination costs are recognized as incurred and are reported in other non-interest income in the consolidated statements of income. Interest income is recognizedcalculated based on an accrual basis. Thesethe loan's stated rate of interest and is reported in interest income in the consolidated statements of income. Fair value adjustments are recorded in other non-interest income in the consolidated statements of income.
All other loans classified as held for sale are recorded at the lower of cost or fair value. Loan origination fees, and direct loan origination costs and any discounts and premiums are deferred until the loan is sold and are then recognized as part of the total gain or loss on sale. The fair value of loans held for sale is determined on an aggregate portfolio basis for each loan type. Fair value adjustments are recorded in other non-interest income in the consolidated statements of income.
If a loan is transferred from held for investment to held for sale, then on the transfer date, any decline in fair value related to credit is recorded as a charge-off and amortizationany allowance for credit losses is reversed through our provision for credit losses. The loan is then reclassified to held for sale at its amortized cost at the date of deferredthe transfer. A valuation allowance is established, if needed, such that the loan origination fees and costs ceases.held for sale is recorded at the lower of cost or fair value. Subsequent to transfer, we report write-downs or recoveries in fair value up to the carrying value at the date of transfer and realized gains or losses on loans held for sale in our consolidated statements of income as a component of other non-interest income. We calculate the gain or loss on loan sales as the difference between the proceeds received and the carrying value of the loans sold, net of the fair value of any residual interests retained.



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Loans Acquired
All purchased loans, including loans transferred in a business combination, are initially recorded at fair value, which includes consideration of expected future losses, as of the date of the acquisition. We account for purchased loans under the accounting guidance for purchased credit-impaired loans and debt securities, which is based upon expected cash flows, if the purchased loans have a discount attributable, at least in part, to credit deterioration and they are not specifically scoped out of the guidance. We refer to these purchased loans that are subsequently accounted for based on expected cash flows to be collected as “PCI loans.” Other purchased loans that do not meet the criteria described above or are specifically scoped out of this guidance are accounted for based on contractual cash flows.
Loans Acquired and Accounted for Based on Expected Cash Flows
In accounting for purchased loans based on expected cash flows, we first determine the contractually required payments due, which represent the total undiscounted amount of all uncollected principal and interest payments, adjusted for the effect of estimated prepayments. We then estimate the    undiscounted cash flows we expect to collect, incorporating several key assumptions including expected default rates, loss severities and the amount and timing of prepayments. We estimate the fair value by discounting the estimated cash flows we expect to collect using an observable market rate of interest, when available, adjusted for factors that a market participant would consider in determining fair value at acquisition. We may aggregate loans acquired in the same fiscal quarter into one or more pools if the loans have common risk characteristics. A pool is then accounted for as a single asset, with a single composite interest rate and an aggregate fair value and expected cash flows.
The excess of cash flows expected to be collected over the estimated fair value of purchased loans is referred to as the accretable yield. This amount is not recorded on our consolidated balance sheets, but is accreted into interest income over the life of the loan, or pool of loans, using the effective interest method. The difference between total contractual payments on the loans and all expected cash flows represents the nonaccretable difference or the amount of principal and interest not considered collectible.
Subsequent to acquisition, we evaluate our estimate of cash flows expected to be collected on a quarterly basis. These evaluations require the use of key assumptions and estimates similar to those used in estimating the initial fair value at acquisition. Subsequent changes in the estimated cash flows expected to be collected may result in changes in the accretable yield and nonaccretable difference or reclassifications from the nonaccretable difference to the accretable yield. Decreases in expected cash flows resulting from credit deterioration subsequent to acquisition will generally result in an impairment charge recognized in our provision for credit losses and an increase in the allowance for loan and lease losses. Charge-offs are not recorded until the expected credit losses within the nonaccretable difference are depleted. In addition, PCI loans are not classified as delinquent, nonperforming or criticized, as we expect to collect our net investment in these loans. Increases in the cash flows expected to be collected would first reduce any previously recorded allowance for loan and lease losses established subsequent to acquisition. The excess over the recorded allowance for loan and lease losses would result in a reclassification to the accretable yield from the nonaccretable difference and an increase in interest income recognized over the remaining life of the loan or pool of loans. Disposals of loans in the form of

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sales to third parties, receipt of payment in full or in part by the borrower, and foreclosure of the collateral, result in removal of the loan from the PCI loans portfolio. See “Note 4—Loans” for additional information.
Loans Acquired and Accounted for Based on Contractual Cash Flows
To determine the fair value of loans at acquisition, in a business combination, we estimate discounted contractual cash flows due using an observable market rate of interest, when available, adjusted for factors that a market participant would consider in determining fair value. In determining fair value, contractual cash flows are adjusted to include prepayment estimates based upon historical payment trends, inforecasted default rates and loss severities.severities and other relevant factors. The difference between the fair value and the contractual cash flows is recorded as a loan premium or discount, which may relate to either credit or premiumnon-credit factors, at acquisition. Subsequent to acquisition, the loans are classified and accounted for as either held for investment or held for sale based on management’s ability and intent with regard to the loans. Loans held for investment are subject to our allowance for loan and lease losses methodology described below under “Allowance for Loan and Lease Losses.”
We are permitted to aggregateaccount for purchased loans acquired inunder the same fiscal quarter into one or more pools ifaccounting guidance for purchased financial assets with credit deterioration when, at the time of purchase, the loans have common risk characteristics. If we electexperienced a more-than-insignificant deterioration in credit quality since origination. We refer to poolthese loans a pool is thenwhich are accounted for under accounting guidance for purchased financial assets with more-than-insignificant deterioration in credit quality since origination as “PCD loans”.
We recognize an allowance for credit losses on purchased loans that have not experienced a single assetmore-than-insignificant deterioration in credit quality since origination at the time of purchase through earnings in a manner that is consistent with a single composite interest rate and an aggregate fair value and expected cash flows.originated loans. The policies relating to the allowance for credit losses on loans is described below in the “Allowance for Credit Losses - Loans Held for Investment” section of this Note.
Loan Modifications and Restructurings
As part of our loss mitigation efforts, we may provide modifications to a borrower experiencing financial difficulty to improve long-term collectability of the loan and to avoid the need for foreclosure or repossession of collateral.collateral, if any. Our loan modifications typically include short-term payment deferrals, an extension of the loan term, a reduction in the interest rate, a reduction in the loan balance, or a combination of these concessions. A loan modification in which a concession is granted to a borrower experiencing financial difficulty is accounted for and reported as a troubled debt restructuring (“TDR”). Our loan modifications typically include an extension of the loan term, a reduction in the interest rate, a reduction in the loan balance, or a combination of these concessions. We describe our accounting for and measurement of impairment on TDR loans below under “Impaired Loans.” See Note 4—Loans“Note 3—Loans” for additional information on our loan modifications and restructurings.restructurings, including those in response to the COVID-19 pandemic.
Delinquent and Nonperforming Loans
The entire balance of a loan is considered contractually delinquent if the minimum required payment is not received by the first statement cycle date equal to or following the due date specified on the customer’s billing statement. Delinquency is reported on loans that are 30 or more days past due. Interest and fees continue to accrue on past due loans until the date the loan is placed on nonaccrual status, if applicable. For loan modifications, delinquency and nonaccrual status are reported in accordance with the revised terms of the loans. We generally place loans on nonaccrual status when we believe the collectability of interest and principal is not reasonably assured.
Nonperforming loans generally include loans that have been placed on nonaccrual status, but we do not report loansstatus. Loans classified as held for sale as nonperforming.are excluded from nonperforming classification consideration.
Our policies for classifying loans as nonperforming, by loan category, are as follows:
CreditCredit card loans: As permitted by regulatory guidance issued by the Federal Financial Institutions Examination Council (“FFIEC”), our policy is generally to exempt credit card loans from being classified as nonperforming, as these loans are generally charged off in the period the account becomes 180 days past due. Consistent with industry conventions, we generally continue to accrue interest and fees on delinquent credit card loans until the loans are charged-off.
charged off.
Consumer banking loans: We classify consumer banking loans as nonperforming when we determine that the collectability of all interest and principal on the loan is not reasonably assured, generally when the loan becomes 90days past due.
Commercial banking loans: We classify commercial banking loans as nonperforming as of the date we determine that the collectability of all interest and principal on the loan is not reasonably assured.
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Modified loans and troubled debt restructurings:Modified loans, including TDRs, that are current at the time of the restructuring remain onin accrual status if there is demonstrated performance prior to the restructuring and continued performance under the modified terms is expected. Otherwise, the modified loan is classified as nonperforming and placed on nonaccrual status until the borrower demonstrates a sustained period of performance over several payment cycles, generally six months of consecutive payments, under the modified terms of the loan.
PCI loans: PCI loans are not classified as delinquent, nonperforming or criticized.

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nonperforming.
Interest and fees accrued but not collected at the date a loan is placed on nonaccrual status are reversed against earnings. In addition, the amortization of net deferred loan fees, costs, premiums and discounts is suspended. Interest and fee income isare subsequently recognized only upon the receipt of cash payments. However, if there is doubt regarding the ultimate collectability of loan principal, all cash received is generally applied against the principal balance of the loan. Nonaccrual loans are generally returned to accrual status when all principal and interest is current and repayment of the remaining contractual principal and interest is reasonably assured, or when the loan is both well-secured and in the process of collection and collectability is no longer doubtful.
Impaired Loans
A loan is considered impaired when, based on current information and events, it is probable that we will be unable to collect all amounts due from the borrower in accordance with the original contractual terms of the loan. Generally, we report loans as impaired based on the method for measuring impairment in accordance with applicable accounting guidance. Loans held for sale are not reported as impaired, as these loans are recorded at lower of cost or fair value. Impaired loans also exclude PCI loans, as these loans are accounted for based on expected cash flows at acquisition because this accounting methodology takes into consideration future credit losses.
Loans defined as individually impaired, based on applicable accounting guidance, include larger-balance nonperforming loans and TDR loans. Loans modified in a TDR continue to be reported as impaired until maturity. Our policies for identifying loans as individually impaired, by loan category, are as follows:
Credit card loans: Credit card loans that have been modified in a troubled debt restructuring are identified and accounted for as individually impaired.
Consumer banking loans: Consumer loans that have been modified in a troubled debt restructuring are identified and accounted for as individually impaired.
Commercial banking loans: Commercial loans classified as nonperforming and commercial loans that have been modified in a troubled debt restructuring are reported as individually impaired.
The majority of individually impaired loans are evaluated for an asset-specific allowance. We generally measure impairment and the related asset-specific allowance for individually impaired loans based on the difference between the recorded investment of the loan and the present value of the expected future cash flows, discounted at the original effective interest rate of the loan at the time of modification. If the loan is collateral dependent, we measure impairment based upon the fair value of the underlying collateral, which we determine based on the current fair value of the collateral less estimated selling costs, instead of discounted cash flows. Loans are identified as collateral dependent if we believe that collateral is the sole source of repayment.
Charge-Offs
We charge off loans when we determine that the loan is uncollectible. The amortized cost basis, excluding accrued interest, is charged off as a reduction to the allowance for loan and leasecredit losses based on the time frames presented below. Accrued interest on loans other than credit card loans determined to be uncollectible is reversed as a reduction of interest income when we determine the loan is uncollectibleclassified as nonperforming. For credit card loans, accrued interest is charged off simultaneously with the charge off of other components of amortized cost and record subsequentas a reduction of interest income. When received, recoveries of previously charged off amounts are recorded as an increase to the allowance for loan and lease losses. We exclude accrued and unpaid finance charges and fees and certain fraudcredit losses from charge-offs.(see the “Allowance for Credit Losses - Loans Held for Investment” section of this Note for information on how we account for expected recoveries). Costs to recover charged-offcharged off loans are recorded as collection expense and included in our consolidated statements of income as a component of other non-interest expense as incurred. Our charge-off time frames by loan type are presented below.
Credit card loans: loans: We generally charge-offcharge off credit card loans in the period the account becomes 180 days past due. We charge off delinquent credit card loans for which revolving privileges have been revoked as part of loan workout when the account becomes 120 days past due. Credit card loans in bankruptcy are generally charged-offcharged off by the end of the month following 30 days after the receipt of a complete bankruptcy notification from the bankruptcy court. Credit card loans of deceased account holders are charged-off by the end of the month following 60generally charged off 5 days ofafter receipt of notification.
Consumer banking loans: We generally charge-offcharge off consumer banking loans at the earlier of the date when the account is a specified number of days past due or upon repossession of the underlying collateral. Our charge-off time frameperiod for auto loans is 180 days for home loans and 120 days for auto loans.past due. Small business banking loans generally charge off at 120 days past due based on when unpaid principal loan amounts arethe date the amortized cost basis is deemed uncollectible. We calculate the initial charge-off amount for homeAuto loans based on the excess of our recorded investment in the loan over the fair value of the underlying property less estimated selling costs as of the date of the charge-off. We update our home value estimates on a regular basis and may recognize additional charge-offs for subsequent declines in home values. In the second quarter of 2017, due to clarified regulatory

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guidance, we implemented changes in accounting estimates for auto and home loansthat have not been previously charged off where the borrower has filed for bankruptcy and the loan has not been reaffirmed such that they charge off in the period that the loan is 60 days from the bankruptcy notification date, regardless of delinquency status. Auto and home loans that have not been previously charged off and have been discharged under Chapter 7 bankruptcy have not been reaffirmed and have not reached 60 days from the bankruptcy notification date are charged off at the end of the month in which the bankruptcy discharge occurs. Remaining consumer loans generally are charged off within 40 days of receipt of notification from the bankruptcy court. Consumer loans of deceased account holders are charged off by the end of the month following 60 days of receipt of notification.
Commercial banking loans: We charge off commercial loans in the period we determine that the unpaid principal loan amounts areamortized cost basis is uncollectible.
PCI loans: We do not record charge-offs on PCI loans that are meeting or exceeding our performance expectations as of the date of acquisition, as the fair values of these loans already reflect a discount for expected future credit losses. We record charge-offs on PCI loans only if actual losses exceed estimated credit losses incorporated into the fair value recorded at acquisition.
Allowance for Loan and LeaseCredit Losses - Loans Held for Investment
We maintain an allowance for loan and leasecredit losses (“allowance”) that represents management’s bestcurrent estimate of incurred loan and leaseexpected credit losses inherent inover the contractual terms of our loans held for investment portfolio asinvestment. We measure the allowance on a quarterly basis through consideration of past events, including historical experience, current conditions and reasonable and supportable forecasts.
We measure current expected credit losses over the contractual terms of our loans. The contractual terms are adjusted for expected prepayments but are not extended for renewals or extensions, except when an extension or renewal arises from a borrower option that is not unconditionally cancellable or through a TDR that is reasonably expected to occur.
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We aggregate loans sharing similar risk characteristics into pools for purposes of measuring expected credit losses. Pools are reassessed periodically to confirm that all loans within each balance sheet date. Thepool continue to share similar risk characteristics. Expected credit losses for loans that do not share similar risk characteristics with other financial assets are measured individually.
Expected recoveries of amounts previously charged off or expected to be charged off are recognized within the allowance, with a corresponding reduction to our provision for credit losses reflects credit losses we believe have been incurredlosses. At times expected recoveries may result in a negative allowance. We limit the allowance recovery expectations to amounts previously charged off and will eventuallyexpected to be recognized over time in our charge-offs.charged off. Charge-offs of uncollectible amounts are deducted fromresult in a reduction to the allowance and subsequent recoveries of previously charged off amounts result in an increase to the allowance.
When developing an estimate of expected credit losses, we use both quantitative and qualitative methods in considering all available information relevant to assessing collectability. This may include internal information, external information, or a combination of both relating to past events, current conditions, and reasonable and supportable forecasts. Significant judgment is applied to the development and duration of reasonable and supportable forecasts used in our estimation of lifetime losses. We estimate expected credit losses over the duration of those forecasts and then revert, on a rational and systematic basis, to historical losses at each relevant loss component of the estimate. Expected losses for contractual terms extending beyond the reasonable and supportable forecast and reversion periods are added back.based on those historical losses.
Management performs a quarterly analysis of ourwill consider and may qualitatively adjust for conditions, changes and trends in loan portfolioportfolios that may not be captured in modeled results. These adjustments are referred to determine if impairment has occurredas qualitative factors and to assess the adequacy of the allowance based on historical and current trends as well as other factors affecting credit losses. We apply documented systematic methodologies to separately calculate the allowance for our consumer loan and commercial loan portfolios. Our allowance for loan and lease losses consists of three components that are allocated to cover the estimated probable losses in each loan portfolio based on the results of our detailed review and loan impairment assessment process: (i) a component for loans collectively evaluated for impairment; (ii) an asset-specific component for individually impaired loans; and (iii) a component related to PCI loans that have experienced significant decreases in expected cash flows subsequent to acquisition. Each of our allowance components is supplemented by an amount that representsrepresent management’s qualitative judgment of the imprecision and risks inherent in the processes and assumptions used in establishing the allowance.allowance for credit losses. Management’s judgment involvesmay involve an assessment of subjectivecurrent and forward-looking conditions including but not limited to changes in lending policies and procedures, nature and volume of the portfolio, external factors, suchand uncertainty as process risk, modeling assumptionit relates to economic, model or forecast risks, where not already captured in the modeled results.
Expected credit losses for collateral-dependent loans are based on the fair value of the underlying collateral. When we intend to liquidate the collateral, the fair value of the collateral is adjusted for expected costs to sell. A loan is deemed to be a collateral-dependent loan when (i) we determine foreclosure or repossession of the underlying collateral is probable, or (ii) foreclosure or repossession is not probable, but the borrower is experiencing financial difficulty and adjustment riskswe expect repayment to be provided substantially through the operation or sale of the collateral. The allowance for a collateral-dependent loan reflects the difference between the loan’s amortized cost basis and probable internal and external events that will likely impact losses.the fair value (less selling costs, where applicable) of the loan's underlying collateral.
Our credit card and consumer banking loan portfolio consistsportfolios consist of smaller-balance, homogeneous loans,loans. The consumer banking loan portfolio is divided into fourtwo primary portfolio segments: credit card loans, auto loans, residential home loans and retail banking loans. Each of theseThe credit card and consumer banking loan portfolios isare further divided by our business units into poolsgroups based on common risk characteristics, such as origination year, contract type, interest rate, borrower credit score and geography, which are collectively evaluated for impairment.geography. The commercial banking loan portfolio is primarily composed of larger-balance, non-homogeneous loans. These loans are subject to individual reviews that result in internal risk ratings. In assessing the risk rating of a particular commercial banking loan, among the factors we consider are the financial condition of the borrower, geography, collateral performance, historical loss experience and industry-specific information that management believes is relevant in determining the occurrence of a loss event and measuring impairment. These factors are based on an evaluation of historical and current information, and involve subjectiveexpected credit losses. Subjective assessment and interpretation.interpretation are involved. Emphasizing one factor over another or considering additional factors could impact the risk rating assigned to that commercial banking loan.
The componentFor consumer banking and commercial banking loans, the contractual period typically does not include renewals or extensions because the renewals and extensions are generally not at the borrower’s exclusive option to exercise. Management has determined that the undrawn credit exposure that is associated with our credit card loans is unconditionally cancellable. For this reason, expected credit losses are measured based on the drawn balance at each quarterly measurement date, but not on the undrawn exposure. Because credit card loans do not have a defined contractual life, management estimates both the volume and application of payments to determine a contractual life of the drawn balance at the measurement date over which expected credit losses are developed for credit card loans.
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With the exception of credit card loans, we have made a policy election to not measure an allowance on accrued interest for loans held for investment because we reverse uncollectible accrued interest in a timely manner. See the “Delinquent and Nonperforming Loans” and “Charge-Offs - Loans” sections of this Note for information on what we consider timely. For credit card loans, we do not make this election, as we reserve for uncollectible accrued interest relating to credit card loans in the allowance.
The allowance related to credit card and other consumer banking loans that we collectively evaluate for impairmentassessed on a pooled basis is based on a statisticalmodeled calculation, which is supplemented by management judgment as described above. Because of the homogeneous nature of our consumer loan portfolios, the allowance is based on the aggregated portfolio segment evaluations. The allowance is established through a process that begins with estimates of incurredhistorical losses in each pool based upon various statistical analyses.analyses, with adjustments for current conditions and reasonable and supportable forecasts of conditions, which includes expected economic conditions. Loss forecast models are utilized to estimate probableexpected credit losses incurred and consider several portfolio indicators including, but not limited to, expected economic conditions, historical loss experience, account seasoning, the value of collateral underlying secured loans, estimated foreclosures or defaults based on observable trends, delinquencies, bankruptcy filings, unemployment, borrower credit bureau scores and general economic and business trends. Management believes these factors are relevant in estimating probableexpected credit losses incurred and also considers an evaluation of overall portfolio credit quality based on indicators such as changes in our credit evaluation, underwriting and collection

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management policies, the effect of other external factors such as competition and legal and regulatory requirements, general economic conditions and business trends, and uncertainties in forecasting and modeling techniques used in estimating our allowance. We update our consumer loss forecast models and portfolio indicators
The allowance related to commercial banking loans assessed on a quarterlypooled basis to incorporate information reflective of the current economic environment.
The component of the allowance for commercial loans that we collectively evaluate for impairment is based on our historical loss experience for loans with similar risk characteristics and consideration of the current credit quality of the portfolio, which is supplemented by management judgment as described above. These are adjusted for current conditions, and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels. We apply internal risk ratings to commercial banking loans, which we use to assess credit quality and derive a total loss estimate based on an estimated probability of default (“default rate”) and loss given default (“loss severity”). Management may also apply judgment to adjust the loss factors derived, taking into consideration both quantitative and qualitative factors, including general economic conditions, industry-specific and geographic trends, portfolio concentrations, trends in internal credit quality indicators, and current and past underwriting standards that have occurred but are not yet reflected in the historical data underlying our loss estimates.
The asset-specific component of the allowance coversrelated to smaller-balance homogeneous credit card and consumer banking loans whose terms have been modified in a TDR and larger-balance nonperforming, non-homogeneous commercial loans. As discussed above under “Impaired Loans,” we generally measure the asset-specific component of the allowance based on the difference between the recorded investment of individually impaired loans and the present value of expected future cash flows. When the present value of expected future cash flows is lower than the recorded investment of the loan, impairment is recognized through the provision for credit losses. If the loan is collateral dependent, we measure impairment based on the current fair value of the collateral less estimated selling costs, instead of discounted cash flows. The asset-specific component of the allowance for smaller-balance impaired loans is calculated on a pool basis using historical loss experience, adjusted for current conditions and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels for the respective class of assets. The asset-specific component of the allowance for larger-balance impairedrelated to consumer banking loans that are assessed at a loan-level is individually calculated for each loan. Keydetermined based on key considerations in determining the allowancethat include the borrower’s overall financial condition, resources and payment history, prospects for support from financially responsible guarantors, and when applicable, the estimated realizable value of any collateral. The allowance related to commercial banking loans that are assessed at a loan-level is generally determined in accordance with our policy for estimating expected credit losses for collateral-dependent loans as described above.
We record all purchased loans at fair value at acquisition. Applicable accounting guidance prohibits the carry over or creation of valuation allowances in the initial accounting for impaired loans acquired in a transfer. Subsequent to acquisition, decreases in expected principal cash flows of PCI loans would trigger the recognition of impairment through our provision forOff-balance sheet credit losses. Subsequent increases in expected cash flows would first result in a recovery of any previously recorded allowance, to the extent applicable, and then increase the accretable yield. Write-downs on PCI loans in excess of the nonaccretable difference are charged against the allowance for loan and lease losses. See “Note 4—Loans” for information on loan portfolios associated with acquisitions.exposures
In addition to the allowance, we also estimate probablemeasure expected credit losses related to contractually binding unfunded lending commitments such as letters of credit, financial guarantees, and binding unfunded loan commitments. The provision for unfunded lending commitments is included in the provision for credit lossesthat are not unconditionally cancellable in our consolidated statements of income and the relatedCommercial Banking business. This reserve is included inmeasured using the same measurement objectives as the allowance for loans held for investment and is recorded within other liabilities on our consolidated balance sheets. Unfunded lendingThese commitments are subject to individual reviews and are analyzed and segregated by risk according to our internal risk rating scale, which we use to assess credit quality and derive a totalan expected credit loss estimate. We assess these risk classifications, taking into consideration both quantitative and qualitative factors, including historical loss experience, adjusted for current conditions and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels, and utilization assumptions current economic conditions, performance trends within specific portfolio segments and other pertinent information to estimate the reserve for unfunded lending commitments. Expected credit losses are not measured on unfunded lending commitments that are unconditionally cancellable, including all of our unfunded credit card and consumer banking lending commitments and certain of our unfunded commercial banking lending commitments.
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Determining the appropriateness of the allowance and the reserve for unfunded lending commitments is complex and requires judgment by management about the effect of matters that are inherently uncertain. Subsequent evaluations of the loan portfolio, in light of the factors then prevailing, may result in significant changes in the allowance and the reserve for unfunded lending commitments in future periods. See “Note 4—Allowance for Credit Losses and Reserve for Unfunded Lending Commitments” for additional information.
Securitization of Loans
Our loan securitization activities primarily involve the securitization of credit card and auto loans, which have providedprovides a source of funding for us. See Note 6—“Note 5—Variable Interest Entities and SecuritizationsSecuritizations” for additional details. Loan securitization involves the transfer of a pool of loan receivables from our portfolio to a trust. The trust then sells an undivided interestinterests in the pool of loan receivables to third-party investors through the issuance of debt securities and transfers the proceeds from the debt issuance to us as consideration for the loan receivables transferred. The debt securities are collateralized by the loan receivables transferred receivables from our portfolio. We remove loans from our consolidated balance sheets whenif securitizations qualify as sales to non-consolidatedunconsolidated VIEs, recognize assets retained and liabilities assumed at fair value and record a gain or loss on the transferred loans. Alternatively, whenif the

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transfer does not qualify as a sale but instead is considered a secured borrowing, or when the sale is to a consolidated VIE, the assetassets will remain on our consolidated balance sheets with an offsetting liability recognized for the amount of proceeds received.
Premises, Equipment and Leases
Premises and Equipment
Premises and equipment, including leasehold improvements, are carried at cost less accumulated depreciation and amortization. Land is carried at cost. We capitalize direct costs incurred during the application development stage of internally developed software projects. Depreciation and amortization expenses are calculated using the straight-line method over the estimated useful lives of the assets. Useful lives for premises and equipment are estimated as follows:
Premises and EquipmentUseful Lives
Buildings and improvementimprovements5-39 years
Furniture and equipment3-10 years
Computer software3-53 years
Leasehold improvementsLesser of the useful life or the remaining
fixed non-cancelable lease term
Expenditures for maintenance and repairs are expensed as incurred and gains or losses upon disposition are recognized in our consolidated statements of income as realized. See “Note 7—Premises, Equipment and Leases” for additional information.
Leases
Lease classification is determined at inception for all lease transactions with an initial term greater than one year. Operating leases are included as right-of-use (“ROU”) assets within other assets, and operating lease liabilities are classified as other liabilities on our consolidated balance sheets. Finance leases are included in premises and equipment, and other borrowings on our consolidated balance sheets. Our operating lease expense is included in occupancy and equipment within non-interest expense in our consolidated statements of income. Lease expense for minimum lease payments are recognized on a straight-line basis over the lease term. See “Note 7—Premises, Equipment and Leases” for additional information.
Goodwill and Other Intangible Assets
Goodwill represents the excess of the acquisition price of an acquired business over the fair value of assets acquired and liabilities assumed and is assigned to one or more reporting units at the date of acquisition. A reporting unit is defined as an operating segment, or a business unit that is one level below an operating segment. We have 4 reporting units: Credit Card, Auto, Other Consumer Banking and Commercial Banking. Goodwill is not amortized but is tested for impairment at the reporting unit level annually or more frequently if adverse circumstances indicate that it is more likely than not that the carrying amount of a reporting unit exceeds its fair value. These indicators could include a sustained, significant decline in the
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Company’s stock price, a decline in its expected future cash flows, significant disposition activity, a significant adverse change in the economic or business environment, and the testing for recoverability of a significant asset group, among others. The annual goodwill impairment test, performed as of October 1 of each year, is a two-step test. The first step identifies whether there is potential impairment by comparing the fair value of a reporting unit to its carrying amount, including goodwill. If fair value is less than the carrying amount, the second step of the impairment test is required to measure the amount of any potential impairment loss. In 2017, we had four reporting units: Credit Card, Auto, Other Consumer Banking and Commercial Banking.
Intangible assets with finite useful lives are amortized on either an accelerated or straight-line basis over their estimated useful lives and are evaluated for impairment whenever events or changes in circumstances indicate the carrying amount of the assets may not be recoverable. See Note 7—“Note 6—Goodwill and Other Intangible AssetsAssets” for additional information.
Mortgage Servicing Rights
Mortgage servicing rights (“MSRs”) are initially recorded at fair value when mortgage loans are sold or securitized in the secondary market and the right to service these loans is retained for a fee. Subsequently, our consumer MSRs are carried at fair value on our consolidated balance sheets with changes in fair value recognized in non-interest income. Our commercialCommercial MSRs are subsequently accounted for under the amortization method and are periodically evaluatedmethod. We evaluate for impairment which is recognized as a reductionof each reporting date and recognize any impairment in other non-interest income. See Note 7—“Note 6—Goodwill and Other Intangible Assets” and “Note 17—Fair Value MeasurementAssets” for additional information.
Foreclosed Property and Repossessed Assets
Foreclosed property and repossessed assets obtained through our lending activities typically include commercial and residential real estate or personal property, such as automobiles, and are recorded at net realizable value. For home loans collateralized by residential real estate, we reclassify loans to foreclosed property at the earlier of when we obtain legal title to the residential real estate property or when the borrower conveys all interest in the property to us. For all other foreclosed property and repossessed assets, we generally reclassify the loan to repossessed assets upon repossession of the property in satisfaction of the loan. Net realizable value is the estimated fair value of the underlying collateral less estimated selling costs and is based on appraisals, when available.

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Subsequent to initial recognition, foreclosed property and repossessed assets are recorded at the lower of our initial cost basis or net realizable value, which is routinely monitored and updated. Any changes in net realizable value and gains or losses realized from disposition of the property are recorded in other non-interest expense. See Note 17—“Note 16—Fair Value MeasurementMeasurement” for details.
Restricted Equity Investments
We have investments in Federal Home Loan BanksBank (“FHLB”) stock and in the Board of Governors of the Federal Reserve System (“Federal Reserve”)Bank stock. These investments, which are included in other assets on our consolidated balance sheets, are not marketable, and are carried at cost. We assess these investmentscost, and are reviewed for OTTI in accordance with applicable accounting guidance for evaluatingimpairment if there is any indicator of impairment.
Litigation
In accordance with the current accounting standards for loss contingencies, weWe establish reserves for litigation-related matters, including mortgage representation and warranty related matters that arise from the ordinary course of our business activities when it is probable that a loss associated with a claim or proceeding has been incurred and the amount of the loss can be reasonably estimated. Professional service fees, including lawyers’ and experts’ fees, expected to be incurred in connection with a loss contingency are expensed as services are provided. See Note 19—“Note 18—Commitments, Contingencies, Guarantees and OthersOthers” for additional information.
Customer Rewards Reserve
We offer products, primarily credit cards, which include programs that allow members to earn rewards based on account activity that can be redeemed for cash (primarily in the form of statement credits), gift cards, airline ticketstravel, or merchandise, based on account activity.covering eligible charges. The amount of reward that a customer earns varies based on the terms and conditions of the rewards program and product.When rewards are earned by a customer, rewards costs areexpense is generally recorded as an offset to interchange income, with a corresponding increase to the customer rewards reserve. The customer rewards reserve is computed based on the estimated future cost of earned rewards that are expected to be redeemed. The customer rewards reserveredeemed and is reduced as rewards are redeemed. In estimating the customer rewards reserve, we consider historical redemption and spending behavior, as well as the terms and conditions of the current rewards programs, among other factors. The customer rewards reserve is sensitive to changes in the redemption mix and rate. We expect the vast majority of all rewards earned will eventually be redeemed. The customer rewards reserve, which is included in other liabilities on our consolidated balance sheets, totaled $3.9$6.2 billion and $3.6$5.4 billion as of December 31, 20172021 and 2016,2020, respectively.



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Revenue Recognition
Interest Income and Fees
Interest income and fees on loans and investment securities are recognized based on the contractual provisions of the underlying arrangements.
Loan origination fees, and costs, and premiums and discounts on loans held for investment are deferred and generally amortized into interest income as yield adjustments over the contractual life and/or commitment period using the effective interest method. Costs deferred include, among other things, incentives paid to our network of auto dealers for loan referrals. In certain circumstances, we elect to factor prepayment estimates into the calculation of the constant effective yield necessary to apply the interest method. Prepayment estimates are based on historical prepayment data, existing and forecasted interest rates, and economic data. For credit card loans, loan origination fees and direct loan origination costs are amortized on a straight-line basis over a 12-month period.
Unamortized premiums, discounts and other basis adjustments on investment securities are generally recognized in interest income over the contractual lives of the securities using the effective interest method. However, premiums for certain callable investment securities are amortized to the earliest call date.
Finance charges and fees on credit card loans net of amounts that we consider uncollectible, are includedrecorded in revenue when earned and presented on our consolidated balance sheets within either loan receivables (if they have been billed to the customer) or interest receivable (if they have not yet been billed to the customer). Finance charges and revenue whenfees on credit card loans are not recorded after the account is charged off. Annual membership fees are earned. Annual membershipclassified as service charges and other customer-related fees in our consolidated statements of income and are deferred and amortized into income over 12 months on a straight linestraight-line basis. We continue to accrue finance charges and fees on credit card loans until the account is charged-off. Our methodology for estimating the uncollectible portion of billed finance charges and fees is consistent with the methodology we use to estimate the allowance for incurred principal losses on our credit card loan receivables.

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Interchange Income
Interchange income generally represents fees for standing ready to authorize and providing settlement on credit and debit card transactions processed through the MasterCard® (“MasterCard”) and Visa® (“Visa”) interchange networks. The levels and structure of interchange rates are set by MasterCard and Visa and can vary based on cardholder purchase volumes.volumes, among other factors. We recognize interchange income upon settlementsettlement. See “Note 17—Business Segments and Revenue from Contracts with the interchange networks.Customers” for additional details.
Card Partnership Agreements
Our partnershipWe have contractual agreements relate to alliances with certain retailers and other partners to provide lending and other services to mutual customers. We primarily issue private-label and co-brandedcobrand credit card loans to these customers over the termterms of the partnership agreements, which typically range from two to ten years.agreements.
Certain partners assist in or perform marketing activities on our behalf and promote our products and services to their customers. As compensation for providing these services, we often pay royalties, bounties or other special bonuses to these partners. Depending upon the natureOur payments to partners are generally recorded as reductions of therevenue or as marketing expenses, depending on their nature. Our credit card partnership agreements may also provide for profit or revenue sharing payments theywhich are recordedpresented as a reduction of the related revenue marketing expenses or other operating expenses. We have certain credit card partnership arrangements in which ourline item(s) when owed to the partner.
When a partner agrees to share a portion of the credit losses associated with the partnership.
If a partnership, agreement provideswe evaluate the contractual provisions for profit, revenue orthe loss sharingshare payments we mustas well as applicable accounting guidance to determine whether to report those paymentspresent the sharing of losses on a gross or net basis in our consolidated financial statements. We evaluate the contractual provisions of each transaction and applicable accounting guidance to determine the manner in which to report the impact of sharing arrangements in our consolidated financial statements. Our consolidated net income is the same regardless of whether revenue andWhen loss sharing arrangementsamounts due from partners are reported on a gross or net basis.
When presented on a net basis, the loss sharing amounts due from partnersthey are recorded as a reduction to our provision for credit losses in our consolidated statements of income and reduce the charge-off amounts that we report. The allowance for loan and leasecredit losses attributable to these portfolios is also reduced by the expected reimbursements from these partners for loss sharing amounts. See Note 5—“Note 4—Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending CommitmentsCommitments” for additional information related to our loss sharing arrangements.


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Collaborative Arrangements
A collaborative arrangement is a contractual arrangement that involves a joint operating activity between two or more parties that are active participants in the activity. These parties are exposed to significant risks and rewards based upon the economic success of the joint operating activity. We assess each of our partnership agreements with profit, revenue or loss sharing payments to determine if a collaborative arrangement exists and, if so, how revenue generated from third parties, costs incurred and transactions between participants in the collaborative arrangement should be accounted for and reported on our consolidated financial statements.
We currently have one partnership agreement that meets the definition of a collaborative agreement.
We share a fixed percentage of revenues, consisting of finance charges and late fees, with the partner, and the partner is required to reimburse us for a fixed percentage of credit losses incurred. Revenues and losses related to the partner’s credit card program and partnership agreement are reported on a net basis in our consolidated financial statements. Revenue sharing amounts attributable to the partner are recorded as an offset against total net revenue in our consolidated statements of income. Interest income was reduced by $1.2$1.0 billion, $1.1 billion and $1.0 billion in both 2017December 31, 2021, 2020 and 2016, and $1.1 billion in 2015,2019, respectively, for amounts earned by the partner as part ofpursuant to the revenue sharingpartnership agreement. The impact of all of our loss sharing arrangements that are presented on a net basis is included in Note 5—“Note 4—Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending Commitments.Commitments.
Stock-Based Compensation
We reserve common shares for issuanceare authorized to issue stock–based compensation to employees directors and third-party service providers,directors in various forms, including stock options, stock appreciation rights,primarily as restricted stock awards andunits (“RSUs”), performance share units and performance share awards and units.stock options. In addition, we also issue cash equity units and cash-settled restricted stock units which are not counted against the common shares reserved for issuance or available for issuance because they are settled in cash. 
For awards settled in shares, we generally recognize compensation expense on a straight-line basis over the award’s requisite service period based on the fair value of the award at the grant date. If an award settled in shares contains a performance condition with graded vesting, we recognize compensation expense using the accelerated attribution method. Equity units and restricted stock units that are cash-settled are accounted for as liability

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awards which results in quarterly expense fluctuations based on changes in our stock price through the date that the awards are settled. Awards to participants that continue to vest afterare eligible for retirement or become eligible during the vesting period are expensed immediately or over the shorter of the time period between the grant date and the final vesting period or between the grant date and when the participant becomes retirement eligible; awards to participants who are retirement eligible, at the grant date are subject to immediate expense recognition.respectively. Stock-based compensation expense is included in salaries and associate benefits in the consolidated statements of income.
Stock-based compensation expense for equity classified stock options is based on the grant date fair value, which is estimated using a Black-Scholes option pricing model. Significant judgment is required when determining the inputs into the fair value model. For awards other than stock options,RSUs and performance share units, the fair value of stock-based compensation used in determining compensation expense will generally equal the fair market value of our common stock on the date of grant. Stock-based compensation expense for equity classified stock options is based on the grant date fair value, which is estimated using a Black-Scholes option pricing model. Certain share-settled awards have discretionary vesting conditions which result in the remeasurement of these awards at fair value each reporting period and the potential for compensation expense to fluctuate with changes in our stock price. See “Note 13—Stock-Based Compensation Plans” for additional details.
Marketing ExpensesLoans Held for Sale
Loans that we intend to sell or for which we do not have the ability and intent to hold for the foreseeable future are classified as held for sale. Multifamily commercial real estate loans originated with the intent to sell to government-sponsored enterprises are accounted for under the fair value option. We expense marketing costselect the fair value option on these loans as incurred. Television advertisingpart of our management of interest rate risk along with the corresponding forward sale commitments. Loan origination fees and direct loan origination costs are expensed during the periodrecognized as incurred and are reported in which the advertisements are aired.
Income Taxes
We recognize the current and deferred tax consequences of all transactions that have been recognizedother non-interest income in the financialconsolidated statements usingof income. Interest income is calculated based on the provisionsloan's stated rate of interest and is reported in interest income in the consolidated statements of income. Fair value adjustments are recorded in other non-interest income in the consolidated statements of income.
All other loans classified as held for sale are recorded at the lower of cost or fair value. Loan origination fees, direct loan origination costs and any discounts and premiums are deferred until the loan is sold and are then recognized as part of the enacted tax laws. Currenttotal gain or loss on sale. The fair value of loans held for sale is determined on an aggregate portfolio basis for each loan type. Fair value adjustments are recorded in other non-interest income tax expense represents our estimated taxesin the consolidated statements of income.
If a loan is transferred from held for investment to be paid or refundedheld for sale, then on the current period and includes income tax expensetransfer date, any decline in fair value related to credit is recorded as a charge-off and any allowance for credit losses is reversed through our uncertain tax positions, as well as tax-related interest and penalties. Deferred tax assets and liabilities are determined based on differences betweenprovision for credit losses. The loan is then reclassified to held for sale at its amortized cost at the financial reporting and tax basisdate of assets and liabilities and are measured using the enacted tax rates and lawstransfer. A valuation allowance is established, if needed, such that will bethe loan held for sale is recorded at the lower of cost or fair value. Subsequent to transfer, we report write-downs or recoveries in effect when the differences are expected to reverse. We record valuation allowances to reduce deferred tax assetsfair value up to the amount that is more likely than not to be realized. We recordcarrying value at the effectdate of remeasuring deferred tax assetstransfer and liabilities due to a changerealized gains or losses on loans held for sale in tax rates or laws as a component of income tax expense related to continuing operations for the period in which the change is enacted. Income tax benefits are recognized when, based on their technical merits, they are more likely than not to be sustained upon examination. The amount recognized is the largest amount of benefit that is more likely than not to be realized upon settlement. See “Note 16—Income Taxes” for additional detail.
Earnings Per Share
Earnings per share is calculated and reported under the “two-class” method. The “two-class” method is an earnings allocation method under which earnings per share is calculated for each class of common stock and participating security considering both dividends declared or accumulated and participation rights in undistributed earnings as if all such earnings had been distributed during the period. We have unvested share-based payment awards which have a right to receive nonforfeitable dividends. These share-based payment awards are deemed to be participating securities.
We calculate basic earnings per share by dividing net income, after deducting dividends on preferred stock and participating securities as well as undistributed earnings allocated to participating securities, by the average number of common shares outstanding during the period, net of any treasury shares. We calculate diluted earnings per share in a similar manner after consideration of the potential dilutive effect of common stock equivalents on the average number of common shares outstanding during the period. Common stock equivalents include warrants, stock options, restricted stock awards and units, and performance share awards and units. Common stock equivalents are calculated based upon the treasury stock method using an average market price of common shares sold during the period. Dilution is not considered when a net loss is reported. Common stock equivalents that have an antidilutive effect are excluded from the computation of diluted earnings per share.
Derivative Instruments and Hedging Activities
All derivative financial instruments, whether designated for hedge accounting or not, are reported at their fair value on our consolidated balance sheets as either assets or liabilities, with considerationstatements of legally enforceable master netting arrangements that allow us to net settle positive and negative positions and offset cash collateral with the same counterparty. We report net derivatives in a gain position, or derivative assets, on our consolidated balance sheetsincome as a component of other assets.non-interest income. We reportcalculate the gain or loss on loan sales as the difference between the proceeds received and the carrying value of the loans sold, net derivatives in a loss position, or derivative liabilities, on our consolidated balance sheets as a component of other liabilities.the fair value of any residual interests retained.




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Loans Acquired
See “Note 10—Derivative Instruments and Hedging Activities” for additional detail on the accounting for derivative instruments,All purchased loans, including those designated as qualifying for hedge accounting.
Fair Value
Fair value, also referred to as an exit price, is defined as the price that would be received for an asset or paid to transferloans transferred in a liability in an orderly transaction between market participants on the measurement date. Thebusiness combination, are initially recorded at fair value, accounting guidance provides a three-level fair value hierarchy for classifying financial instruments. This hierarchy is based on whetherwhich includes consideration of expected future losses, as of the inputs todate of the valuation techniques used to measure fair value are observable or unobservable. Fair value measurement of a financial asset or liability is assigned to a level based on the lowest level of any input that is significant toacquisition. To determine the fair value measurement in its entirety. The three levels of the fair value hierarchy are described below:
Level 1:     Quoted prices (unadjusted) in active marketsloans at acquisition, we estimate discounted contractual cash flows due using an observable market rate of interest, when available, adjusted for identical assets or liabilities
Level 2:     Observable market-based inputs, other than quoted prices in active markets for identical assets or liabilities
Level 3: Unobservable inputs
The accounting guidance for fair value requiresfactors that we maximize the use of observable inputs and minimize the use of unobservable inputsa market participant would consider in determining fair value. The accounting guidance also provides for the irrevocable option to elect, on a contract-by-contract basis, to measure certain financial assets and liabilities atIn determining fair value, at inception ofcontractual cash flows are adjusted to include prepayment estimates based upon historical payment trends, forecasted default rates and loss severities and other relevant factors. The difference between the contract and record any subsequent changes to fair value inand the consolidated statements of income. We have not made any material fair value option electionscontractual cash flows is recorded as of and for the years ended December 31, 2017, 2016 and 2015. See “Note 17—Fair Value Measurement” for additional information.
Accounting for Acquisitionsa loan premium or discount, which may relate to either credit or non-credit factors, at acquisition.
We account for business combinationspurchased loans under the acquisition methodaccounting guidance for purchased financial assets with credit deterioration when, at the time of accounting. Underpurchase, the acquisition method, tangible and intangible identifiable assets acquired, liabilities assumed and any noncontrolling interestloans have experienced a more-than-insignificant deterioration in the acquireecredit quality since origination. We refer to these loans which are recorded at fair value as of the acquisition date, with limited exceptions. Transaction costs and costs to restructure the acquired company are expensed as incurred. Goodwill is recognized as the excess of the acquisition price over the estimated fair value of the net assets acquired. Likewise, if the fair value of the net assets acquired is greater than the acquisition price, a bargain purchase gain is recognized and recorded in non-interest income.
If the acquired set of activities and assets do not meet the accounting definition of a business, the transaction is accounted for as an asset acquisition. In an asset acquisition, the assets acquired are recorded at the purchase price plus any transaction costs incurred and no goodwill is recognized.
Newly Adopted Accounting Standards
Restricted Cash
In November 2016, the Financial Accounting Standards Board (“FASB”) issued revised guidance that requires restricted cash and restricted cash equivalents to be included within beginning and ending total cash amounts reported in the consolidated statements of cash flows. Disclosure of the nature of the restrictions on cash balances is required under the guidance. We elected to early adopt the guidance retrospectively effective as of January 1, 2017. Upon adoption, changes in restricted cash, which had previously been presented as financing activities, are now included within beginning and ending Cash, cash equivalents and restricted cash for securitization investors balances in our consolidated statements of cash flows.
The Cash, cash equivalents and restricted cash for securitization investors balances presented in the consolidated statements of cash flows are comprised of the amounts captioned on the consolidated balance sheets as Total cash and cash equivalents and Restricted cash for securitization investors.
Improvements to Employee Share-Based Accounting
In March 2016, the FASB issued revisedaccounting guidance for accounting for employee share-based payments. The guidance requires that all excess tax benefits and tax deficiencies that pertain to employee stock-based incentive payments be recognized as income tax expense or benefit in the consolidated statements of income, rather than within additional paid-in capital; and that excess tax benefits be classified as an operating activity rather than financing activity in the consolidated statements of cash flows. The guidance also permits an accounting policy election to either estimate the number of awards that are expected to vest or account

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for forfeitures when they occur. We adopted the guidance effective in the first quarter of 2017 on a prospective basis related to recognition of excess tax benefits and deficiencies in the consolidated statements of income and presentation of excess tax benefits in the consolidated statements of cash flows. In addition, we made an accounting policy election to account for forfeitures of awards as they occur and applied a modified retrospective transition method. Our adoption of this guidance did not have a material impact to our consolidated financial statements.
Recently Issued but Not Yet Adopted Accounting Standards
Reclassification of Certain Tax Effects Stranded in Accumulated Other Comprehensive Income
In February 2018, the FASB issued revised guidance on the accounting for certain tax effects stranded in AOCI. U.S. GAAP requires the effects of changes in tax rates and laws on deferred tax balances to be recorded as a component of income tax expense from continuing operations in the period of enactment. For deferred tax assets and liabilities related to items in AOCI, this results in the tax effects of such changes being stranded in AOCI. The revised guidance provides an optional reclassification from AOCI to retained earnings for such stranded tax effects resulting from the reduction in the corporate income tax rate enacted by the Tax Act. The reclassification may also include such stranded tax effects resulting from other income tax effects of the Tax Act, such as the effect of the federal benefit of deducting state income taxes. Entities are provided the option to apply the guidance retrospectively or in the period of adoption. The guidance is effective for us on January 1, 2019, with early adoption permitted. We currently plan to adopt the standard in the first quarter of 2018, using the option to make the adjustment in the period of adoption, and anticipate such adoption will result in a decrease to our AOCI and an increase to our retained earnings of approximately $170 million.
Targeted Improvements to Accounting for Hedging Activities
In August 2017, the FASB issued amended hedge accounting guidance to better align hedge accounting with risk management activities. It reduces the complexity involved in applying hedging accounting through changes to both the designation and measurement guidance for qualifying hedging relationships and the presentation of the impacts of those hedging relationships. Under the amended guidance, the recognition of hedging instruments has been amended by eliminating the concept of separately measuring and reporting hedge ineffectiveness. The presentation of hedging instruments has been amended as well by requiring the entire change in the fair value of the hedging instrument to be recorded in the same income statement line item that is used to present the earnings effect of the hedged item. With respect to fair value hedges of interest rate risk, the guidance will allow changes in the fair value of the hedged item to be measured using a portion of the term of the hedged item and the benchmark interest rate component of the total coupon determined at hedge inception. In addition, for a closed pool of pre-payablepurchased financial assets entities will be able to hedge an amount that is not expected to be affected by prepayments, defaults and other events under the “last-of-layer” method. The guidance will permit a one-time reclassification of debt securities eligible to be hedged under the “last-of-layer” method from held to maturity to available for sale upon adoption.with more-than-insignificant deterioration in credit quality since origination as “PCD loans”.
We early adopted this guidance in the first quarter of 2018 using the prescribed modified retrospective transition method. As a result we elected to transfer held to maturity securities eligible to be hedged under the “last-of-layer” method to the available for sale category. We made this one-time election to optimize the investment portfolio management for capital and risk management considerations. We will manage the transferred securities collectively with the securities in the available for sale portfolio. We transferred held to maturity securities with a carrying amount of $9.0 billion, which resulted inrecognize an increase to accumulated other comprehensive income of $107 million. The impacts of the transfer, as well as the disclosures required under the new guidance, will be reflected in the first quarter of 2018 Quarterly Report on Form 10-Q.
Premium Amortization on Purchased Callable Debt Securities
In March 2017, the FASB issued revised guidance to shorten the amortization period to the earliest call date for certain purchased callable debt securities held at a premium. There is no change for accounting for securities held at a discount. Under the existing guidance, the premium is generally amortized as an adjustment to interest income over the contractual life of the debt security. We do not expect the adoption of this guidance to have a material impact on our consolidated financial statements. This guidance is effective for us on January 1, 2019, with early adoption permitted, using the modified retrospective method of adoption. We plan to adopt the standard on its effective date.

137Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Simplifying the Test for Goodwill Impairment
In January 2017, the FASB issued revised guidance which is intended to reduce the cost and complexity of testing goodwill for impairment by eliminating the second step from the current goodwill impairment test. Under the existing guidance, the first step compares a reporting unit’s carrying value to its fair value. If the carrying value exceeds fair value, an entity performs the second step, which assigns the reporting unit’s fair value to its assets and liabilities, including unrecognized assets and liabilities, in the same manner as required in purchase accounting. Under the new guidance, any impairment of a reporting unit’s goodwill is determined based on the amount by which the reporting unit’s carrying value exceeds its fair value, limited to the amount of goodwill allocated to the reporting unit. This guidance is effective for us on January 1, 2020, with early adoption permitted, using the prospective method of adoption. We plan to adopt the standard on its effective date.
Measurement of Credit Losses on Financial Instruments
In June 2016, the FASB issued revised guidance for impairments on financial instruments. The guidance requires an impairment model (known as the current expected credit loss (“CECL”) model) that is based on expected rather than incurred losses, with an anticipated result of more timely loss recognition. The CECL model is applicable to financial assets measured at amortized cost, net investments in leases that are not accounted for at fair value through net income and certain off-balance sheet arrangements. The CECL model will replace our current accounting for purchased credit-impaired (“PCI”) and impaired loans. The guidance also amends the available for sale (“AFS”) debt securities other-than-temporary impairment (“OTTI”) model. Credit losses (and subsequent recoveries) on AFS debt securities will be recorded through an allowance approach, rather than the current U.S. GAAP practice of permanent write-downs for credit losses and accreting positive changes through interest income over time.
This guidance is effective for us on January 1, 2020, with early adoption permitted no earlier than January 1, 2019, using the modified retrospective method of adoption. We plan to adopt the standard on its effective date. We have established a company-wide, cross-functional governance structure for our implementation of this standard. We are in the process of determining key accounting interpretations, data requirements and necessary changes to our credit loss estimation methods, processes and systems. We continue to assess the potential impact on our consolidated financial statements and related disclosures. Due to the significant differences in the revised guidance from existing U.S. GAAP, the implementation of this guidance may result in increases to our reserves for credit losses on financial instruments.
Leases
In February 2016,purchased loans that have not experienced a more-than-insignificant deterioration in credit quality since origination at the FASB issued revised guidancetime of purchase through earnings in a manner that is consistent with originated loans. The policies relating to the allowance for leases. The guidance requires lessees to recognize right of use assets and lease liabilitiescredit losses on their consolidated balance sheets and disclose key information about all their leasing arrangements, with certain practical expedients. This guidanceloans is effective for us on January 1, 2019, with early adoption permitted, using the modified retrospective method of adoption. We plan to adopt the standard on the effective date. We are currentlydescribed below in the process of reviewing lease contracts, implementing a new lease accounting and administration software solution, establishing new processes and internal controls and evaluating the impact of various accounting policy elections. Upon adoption, we expect to record a right of use asset and a corresponding lease liability“Allowance for our operating leases where we are the lessee. The potential impact on our consolidated financial statements is largely based on the present value of future minimum lease payments, the amount of which will depend upon the population of leases in effect at the date of adoption. Future minimum lease payments totaled $2.7 billion as of December 31, 2017, as disclosed in “Note 8—Premises, Equipment and Lease Commitments.” We do not expect material changes to the recognition of operating lease expense in our consolidated statements of income.

138Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Recognition and Measurement of Financial Assets and Financial Liabilities
In January 2016, the FASB issued revised guidanceCredit Losses - Loans Held for the recognition, measurement, presentation and disclosure of financial instruments. The main provisions of the guidance include, (i) the measurement of most equity investments at fair value with changes in fair value recorded through net income, except those accounted for under the equity method of accounting, or those that do not have a readily determinable fair value (for which a practical expedient can be elected); (ii) the required use of the exit price notion when valuing financial instruments for disclosure purposes; (iii) the separate presentation in other comprehensive income of the instrument-specific credit risk portion of the total change in the fair value of a liability under the fair value option; (iv) the determination of the need for a valuation allowance on a deferred tax asset related to AFS securities must be made in combination with other deferred tax assets. The guidance eliminates the current classifications of equity securities as trading or AFS and will require separate presentation of financial assets and liabilities by category and form of the financial assets on the face of the consolidated balance sheets or within the accompanying notes. The guidance also eliminates the requirement to disclose the methods and significant assumptions used to estimate fair value of financial instruments measured at amortized cost on the balance sheet. We adopted this guidance in the first quarter of 2018. Our adoption did not have a material impact on our consolidated financial statements.
Revenue from Contracts with Customers
In May 2014, the FASB issued revised guidance for the recognition, measurement and disclosure of revenue from contracts with customers. The original guidance was amended through subsequent accounting standard updates that resulted in technical corrections, improvements and a one-year deferral of the effective date to January 1, 2018. The guidance, as amended, is applicable to all entities and replaced significant portions of existing industry and transaction-specific revenue recognition rules with a more principles-based recognition model. Entities were given an option to apply either a full or modified retrospective method of adoption. Most revenue associated with financial instruments, including interest income, loan origination fees and credit card fees, is outside the scope of the guidance. Gains and losses on investment securities, derivatives and sales of financial instruments are similarly excluded from the scope. We determined interchange fees earned on credit and debit card transactions, net of any related customer rewards, are in the scope of the amended guidance. We assessed the impact of the new guidance by evaluating our contracts, identifying our performance obligations, determining when the performance obligations were satisfied to allow us to recognize revenue and determining the amount of revenue to recognize. As a resultInvestment” section of this analysis, we determined our recognition, measurementNote.
Loan Modifications and presentation of interchange fees net of customer rewards costs will not change. We adopted this guidance in the first quarter of 2018, using the modified retrospective method of adoption. Our adoption did not have a material impact on our consolidated financial statements.

139Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 2—BUSINESS DEVELOPMENTS AND DISCONTINUED OPERATIONS
Business Developments
Cabela’s Acquisition
On September 25, 2017, we completed the acquisition from Synovus Bank of credit card assets and related liabilities of World’s Foremost Bank, a wholly-owned subsidiary of Cabela’s Incorporated (“Cabela’s acquisition”). The Cabela’s acquisition was accounted for as a business combination under the acquisition method of accounting. During the fourth quarter of 2017, we finalized purchase accounting. Including post-closing purchase price adjustments, total cash consideration for the acquisition was $3.2 billion net of cash and restricted cash acquired. We recognized approximately $5.9 billion in assets, primarily consisting of $5.7 billion in credit card receivables. We also assumed $2.6 billion of liabilities, of which $2.5 billion were securitized debt obligations. Results of the Cabela’s acquisition are included within our Credit Card segment.
Restructuring Activities
We periodically initiate restructuring activities to support business strategies and enhance our overall operational efficiency. These restructuring activities have primarily consisted of exiting certain business locations and activities as well as the realignment of resources supporting various businesses, including the decision in the fourth quarter of 2017 to cease new originations of home loan lending products within our Consumer Banking business. The charges incurred as a result of these restructuring activities have primarily consisted of severance and related benefits pursuant to our ongoing benefit programs, which are included in salaries and associate benefits within non-interest expense in our consolidated statements of income, as well as impairment of certain assets related to business locations and activities being exited, which are generally included in occupancy and equipment within non-interest expense.
During 2017 and 2015, we recognized restructuring charges of $184 million and $120 million, respectively, which are reflected in the Other category. There were no significant restructuring charges incurred during 2016. As of December 31, 2017, we had a liability of $124 million associated with these restructuring activities, which is recorded in other liabilities on our consolidated balance sheets.
Discontinued Operations
Our discontinued operations consist of the mortgage origination operations of our wholesale mortgage banking unit, GreenPoint Mortgage Funding, Inc. (“GreenPoint”) and the manufactured housing operations of GreenPoint Credit, LLC, a subsidiary of GreenPoint, both of which were acquired as part of the North Fork Bancorporation, Inc. (“North Fork”) acquisition in December 2006. Although the manufactured housing operations were sold to a third party in 2004 prior to our acquisition of North Fork, we acquired certain retained interests and obligations related to those operations as part of the acquisition. Separately, in the third quarter of 2007 we closed the mortgage origination operations of the wholesale mortgage banking unit. The results of both the wholesale banking unit and the manufactured housing operations have been accounted for as discontinued operations and are reported as income or loss from discontinued operations, net of tax, on the consolidated statements of income.
The following table summarizes the results from discontinued operations for the years ended December 31, 2017, 2016 and 2015:
Table 2.1: Results of Discontinued Operations
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Income (loss) from discontinued operations before income taxes $(215) $(30) $60
Income tax provision (benefit) (80) (11) 22
Income (loss) from discontinued operations, net of tax $(135) $(19) $38
The loss from discontinued operations for the year ended December 31, 2017 was primarily driven by a mortgage representation and warranty settlement in the fourth quarter of 2017, which resulted in a pre-tax charge of $169 million representing amounts above previously recognized reserves.

140Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

As of December 31, 2017, we had no significant continuing involvement in the operations of our wholesale mortgage banking unit.
We previously had contingent obligations to exercise mandatory clean-up calls associated with certain securitization transactions undertaken by the discontinued GreenPoint Credit, LLC manufactured housing operations in the event the third-party servicer could not fulfill its obligation to exercise these clean-up calls. On October 10, 2017, we entered into an agreement with the third-party servicer under which we assumed the mandatory obligation to exercise the remaining clean-up calls as they become due on certain securitization transactions. See “Note 6—Variable Interest Entities and Securitizations” and “Note 19—Commitments, Contingencies, Guarantees and Others” for information associated with GreenPoint Credit, LLC manufactured housing operations and our mortgage representation and warranty exposure.

141Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 3—INVESTMENT SECURITIES
Our investment portfolio consists primarily of the following: U.S. Treasury securities; U.S. government-sponsored enterprise or agency (“Agency”) and non-agency residential mortgage-backed securities (“RMBS”); Agency commercial mortgage-backed securities (“CMBS”); other asset-backed securities (“ABS”); and other securities. Agency securities include Government National Mortgage Association (“Ginnie Mae”) guaranteed securities, Federal National Mortgage Association (“Fannie Mae”) and Federal Home Loan Mortgage Corporation (“Freddie Mac”) issued securities. The carrying value of our investments in U.S. Treasury and Agency securities represented 95% and 91% of our total investment securities as of December 31, 2017 and 2016, respectively.
The table below presents the overview of our investment securities portfolio as of December 31, 2017 and 2016.
Table 3.1: Overview of Investment Securities Portfolio
(Dollars in millions) December 31, 2017 December 31, 2016
Securities available for sale, at fair value $37,655
 $40,737
Securities held to maturity, at carrying value 28,984
 25,712
Total investment securities $66,639
 $66,449
The table below presents the amortized cost, gross unrealized gains and losses, and fair value of securities available for sale as of December 31, 2017 and 2016.
Table 3.2: Investment Securities Available for Sale
  December 31, 2017
(Dollars in millions) 
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses(1)
 
Fair
Value
Investment securities available for sale:        
U.S. Treasury securities $5,168
 $11
 $(8) $5,171
RMBS:        
Agency 26,013
 67
 (402) 25,678
Non-agency 1,722
 393
 (1) 2,114
Total RMBS 27,735
 460
 (403) 27,792
Agency CMBS 3,209
 10
 (44) 3,175
Other ABS 
 513
 0
 (1) 512
Other securities(2)
 1,003
 4
 (2) 1,005
Total investment securities available for sale $37,628
 $485
 $(458) $37,655

142Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

  December 31, 2016
(Dollars in millions) 
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses(1)
 
Fair
Value
Investment securities available for sale:        
U.S. Treasury securities $5,103
 $11
 $(49) $5,065
RMBS:        
Agency 26,830
 109
 (412) 26,527
Non-agency 2,349
 382
 (9) 2,722
Total RMBS 29,179
 491
 (421) 29,249
CMBS:        
Agency 3,335
 14
 (45) 3,304
Non-agency 1,676
 21
 (13) 1,684
Total CMBS 5,011
 35
 (58) 4,988
Other ABS 714
 1
 (1) 714
Other securities(2)
 726
 1
 (6) 721
Total investment securities available for sale $40,733
 $539
 $(535) $40,737
__________
(1)
Includes non-credit-related OTTI that is recorded in AOCI of $1 million and $9 million as of December 31, 2017 and 2016, respectively. Substantially all of this amount is related to non-agency RMBS.
(2)
Includes supranational bonds, foreign government bonds, mutual funds and equity investments.
The table below presents the amortized cost, carrying value, gross unrealized gains and losses, and fair value of securities held to maturity as of December 31, 2017 and 2016.
Table 3.3: Investment Securities Held to Maturity
  December 31, 2017
(Dollars in millions) 
Amortized
Cost
 
Unrealized Losses Recorded in AOCI(1)
 Carrying Value 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Fair
Value
U.S. Treasury securities $200
 $0
 $200
 $0
 $0
 $200
Agency RMBS 25,741
 (761) 24,980
 565
 (150) 25,395
Agency CMBS 3,882
 (78) 3,804
 70
 (32) 3,842
Total investment securities held to maturity $29,823
 $(839) $28,984
 $635
 $(182) $29,437
  December 31, 2016
(Dollars in millions) 
Amortized
Cost
 
Unrealized
Losses Recorded in AOCI(1)
 Carrying Value 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Fair
Value
U.S. Treasury securities $199
 $0
 $199
 $0
 $0
 $199
Agency RMBS 23,022
 (897) 22,125
 606
 (158) 22,573
Agency CMBS 3,480
 (92) 3,388
 77
 (41) 3,424
Total investment securities held to maturity $26,701
 $(989) $25,712
 $683
 $(199) $26,196
__________
(1)
Certain investment securities were transferred from the available for sale category to the held to maturity category in 2013. This amount represents the unrealized holding gain or loss at the date of transfer, net of any subsequent accretion. Any bonds purchased into the securities held to maturity portfolio rather than transferred, will not have unrealized losses recognized in AOCI.



143Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Investment Securities in a Gross Unrealized Loss Position
The table below provides, by major security type, information about our securities available for sale in a gross unrealized loss position and the length of time that individual securities have been in a continuous unrealized loss position as of December 31, 2017 and 2016.
Table 3.4: Securities in a Gross Unrealized Loss Position
  December 31, 2017
  Less than 12 Months 12 Months or Longer Total
(Dollars in millions) Fair Value 
Gross
Unrealized
Losses
 Fair Value 
Gross
Unrealized
Losses
 Fair Value 
Gross
Unrealized
Losses
Investment securities available for sale:            
U.S. Treasury securities $2,031
 $(8) $0
 $0
 $2,031
 $(8)
RMBS:            
Agency 8,192
 (67) 13,175
 (335) 21,367
 (402)
Non-agency 10
 0
 10
 (1) 20
 (1)
Total RMBS 8,202
 (67) 13,185
 (336) 21,387
 (403)
Agency CMBS 880
 (8) 1,236
 (36) 2,116
 (44)
Other ABS 130
 0
 95
 (1) 225
 (1)
Other securities 371
 (2) 0
 0
 371
 (2)
Total investment securities available for sale in a gross unrealized loss position $11,614
 $(85) $14,516
 $(373) $26,130
 $(458)
  December 31, 2016
  Less than 12 Months 12 Months or Longer Total
(Dollars in millions) Fair Value 
Gross
Unrealized
Losses
 Fair Value 
Gross
Unrealized
Losses
 Fair Value 
Gross
Unrealized
Losses
Investment securities available for sale:            
U.S. Treasury securities $1,060
 $(49) $0
 $0
 $1,060
 $(49)
RMBS:            
Agency 16,899
 (329) 4,865
 (83) 21,764
 (412)
Non-agency 128
 (2) 145
 (7) 273
 (9)
Total RMBS 17,027
 (331) 5,010
 (90) 22,037
 (421)
CMBS:            
Agency 1,624
 (21) 745
 (24) 2,369
 (45)
Non-agency 826
 (11) 129
 (2) 955
 (13)
Total CMBS 2,450
 (32) 874
 (26) 3,324
 (58)
Other ABS 187
 (1) 21
 0
 208
 (1)
Other securities 417
 (6) 0
 0
 417
 (6)
Total investment securities available for sale in a gross unrealized loss position $21,141
 $(419) $5,905
 $(116) $27,046
 $(535)
As of December 31, 2017, the amortized cost of approximately 920 securities available for sale exceeded their fair value by $458 million, of which $373 million related to securities that had been in a loss position for 12 months or longer. As of December 31, 2017, the carrying value of approximately 250 securities classified as held to maturity exceeded their fair value by $182 million.
The unrealized losses related to investment securities for which we have not recognized credit impairment were primarily attributable to changes in market interest rates. As discussed in more detail below, we conduct periodic reviews of all investment securities with unrealized losses to assess whether impairment is other-than-temporary.

144Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Maturities and Yields of Investment Securities
The table below summarizes, by major security type, the contractual maturities and weighted-average yields of our investment securities as of December 31, 2017. Because borrowers may have the right to call or prepay certain obligations, the expected maturities of our securities are likely to differ from the scheduled contractual maturities presented below. The weighted-average yield below represents the effective yield for the investment securities and is calculated based on the amortized cost of each security.
Table 3.5: Contractual Maturities and Weighted-Average Yields of Securities
  December 31, 2017
(Dollars in millions) 
Due in
1 Year or Less
 
Due > 1 Year
through
5 Years
 
Due > 5 Years
through
10 Years
 Due > 10 Years Total
Fair value of securities available for sale:
U.S. Treasury securities $200
 $1,238
 $3,733
 $0
 $5,171
RMBS(1):
          
Agency 4
 45
 507
 25,122
 25,678
Non-agency 0
 0
 0
 2,114
 2,114
Total RMBS 4
 45
 507
 27,236
 27,792
Agency CMBS(1)

 19
 592
 1,123
 1,441
 3,175
Other ABS(1)
 172
 310
 0
 30
 512
Other securities 229
 332
 348
 96
 1,005
Total securities available for sale $624
 $2,517
 $5,711
 $28,803
 $37,655
Amortized cost of securities available for sale $624
 $2,515
 $5,706
 $28,783
 $37,628
Weighted-average yield for securities available for sale 1.13% 1.88% 2.05% 2.65% 2.49%
Carrying value of securities held to maturity:
U.S. Treasury securities $200
 $0
 $0
 $0
 $200
Agency RMBS 0
 0
 120
 24,860
 24,980
Agency CMBS 0
 987
 239
 2,578
 3,804
Total securities held to maturity $200
 $987
 $359
 $27,438
 $28,984
Fair value of securities held to maturity $200
 $1,031
 $366
 $27,840
 $29,437
Weighted-average yield for securities held to maturity 1.11% 2.37% 2.87% 2.77% 2.75%
__________
(1)
As of December 31, 2017, weighted-average expected maturities of RMBS, CMBS and other ABS are 5.0 years, 4.3 years and 1.0 years, respectively.
Other-Than-Temporary Impairment
We evaluate all securities in an unrealized loss position at least on a quarterly basis, and more often as market conditions require, to assess whether the impairment is other-than-temporary. Our OTTI assessment is based on a discounted cash flow analysis which requires careful use of judgments and assumptions. A number of qualitative and quantitative criteria may be considered in our assessment as applicable, including the size and the nature of the portfolio; historical and projected performance such as prepayment, default and loss severity for the RMBS portfolio; recent credit events specific to the issuer and/or industry to which the issuer belongs; the payment structure of the security; external credit ratings of the issuer and any failure or delay of the issuer to make scheduled interest or principal payments; the value of underlying collateral; our intent and ability to hold the security; and current and projected market and macro-economic conditions.
If we intend to sell a security in an unrealized loss position or it is more likely than not that we will be required to sell the security prior to recovery of its amortized cost basis, the entire difference between the amortized cost basis of the security and its fair value is recognized in earnings. As of December 31, 2017, for any securities with unrealized losses recorded in AOCI, we do not intend to sell, nor believe that we will be required to sell, these securities prior to recovery of their amortized cost.

145Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

For those securities that we do not intend to sell nor expect to be required to sell, an analysis is performed to determine if any of the impairment is due to credit-related factors or whether it is due to other factors, such as interest rates. Credit-related impairment is recognized in earnings, with the remaining unrealized non-credit-related impairment recorded in AOCI. We determine the credit component based on the difference between the security’s amortized cost basis and the present value of its expected cash flows, discounted based on the effective yield.
Realized Gains and Losses on Securities and OTTI Recognized in Earnings
The following table presents the gross realized gains and losses on the sale and redemption of securities available for sale, and the OTTI losses recognized in earnings for the years ended December 31, 2017, 2016 and 2015. We also present the proceeds from the sale of securities available for sale for the periods presented. We did not sell any investment securities that are classified as held to maturity.
Table 3.6: Realized Gains and Losses and OTTI Recognized in Earnings
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Realized gains (losses):      
Gross realized gains $144
 $12
 $23
Gross realized losses (74) (6) (25)
Net realized gains (losses) 70
 6
 (2)
OTTI recognized in earnings:      
Credit-related OTTI (2) (11) (25)
Intent-to-sell OTTI (3) (6) (5)
Total OTTI recognized in earnings (5) (17) (30)
Net securities gains (losses) $65
 $(11) $(32)
Total proceeds from sales $8,181
 $4,146
 $4,379
The cumulative credit loss component of the OTTI losses that have been recognized in our consolidated statements of income related to the securities that we do not intend to sell was $147 million, $207 million and $199 million for the years ended December 31, 2017, 2016 and 2015, respectively.
Securities Pledged and ReceivedRestructurings
As part of our liquidity management strategy,loss mitigation efforts, we pledge securitiesmay provide modifications to secure borrowings from counterparties including FHLB. We also pledge securitiesa borrower experiencing financial difficulty to secure trust and public deposits and for other purposes as required or permitted by law. We pledged securities available for sale with a fair value of $2.8 billion and $1.9 billion as of December 31, 2017 and 2016, respectively. We also pledged securities held to maturity with a carrying value of $5.7 billion and $8.1 billion as of December 31, 2017 and 2016, respectively. We accepted pledges of securities with a fair value of $1 million and $16 million as of December 31, 2017 and 2016, respectively, primarily related to our derivative transactions.
Purchased Credit-Impaired Debt Securities
The table below presents the outstanding balance and carrying valueimprove long-term collectability of the purchased credit-impaired debt securities asloan and to avoid the need for foreclosure or repossession of December 31, 2017 and 2016.
Table 3.7: Outstanding Balance and Carrying Valuecollateral, if any. Our loan modifications typically include short-term payment deferrals, an extension of Purchased Credit-Impaired Debt Securities
(Dollars in millions) December 31, 2017 December 31, 2016
Outstanding balance $2,131
 $2,899
Carrying value 1,843
 2,277

146Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Changes in Accretable Yield of Purchased Credit-Impaired Debt Securities
The following table presents changesthe loan term, a reduction in the accretable yield related to the purchased credit-impaired debt securities for the years ended December 31, 2017, 2016 and 2015.
Table 3.8: Changesinterest rate, a reduction in the Accretable Yieldloan balance, or a combination of Purchased Credit-Impaired Debt Securities
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Accretable yield, beginning of period $1,173
 $1,237
 $1,250
Accretion recognized in earnings (182) (206) (240)
Reduction due to payoffs, disposals, transfers and other (157) (2) (1)
Net reclassifications (to) from nonaccretable difference (8) 144
 228
Accretable yield, end of period $826
 $1,173
 $1,237

147Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS


NOTE 4—LOANS
Loan Portfolio Composition
Ourthese concessions. A loan portfolio consists of loans held for investment, including loans heldmodification in our consolidated trusts and loans held for sale, andwhich a concession is divided into three portfolio segments: credit card, consumer banking and commercial banking. Credit card loans consist of domestic and international credit card loans. Consumer banking loans consist of auto, home and retail banking loans. Commercial banking loans consist of commercial and multifamily real estate, commercial and industrial, and small-ticket commercial real estate loans.
Our portfolio of loans held for investment also includes certain consumer and commercial loans acquired through business combinations that were recorded at fair value at acquisition and subsequentlygranted to a borrower experiencing financial difficulty is accounted for based on cash flows expected to be collected, which are referred toand reported as PCI loans.a troubled debt restructuring (“TDR”). See Note 1—Summary of Significant Accounting Policies“Note 3—Loans” for additional information on the accounting guidance for these loans. The credit metrics presented in this section exclude loans held for sale, which are carried at lower of cost or fair value.
Credit Quality
We closely monitor economic conditions and loan performance trends to manage and evaluate our exposure to credit risk. Trends in delinquency rates are an indicator, among other considerations, of credit risk within our loan portfolio. The level of nonperforming loans represents another indicator ofmodifications and restructurings, including those in response to the potential for future credit losses. Accordingly, key metrics we trackCOVID-19 pandemic.
Delinquent and use in evaluating the credit quality of our loan portfolio include delinquency and nonperforming loan rates, as well as net charge-off rates and our internal risk ratings of larger-balance commercial loans.Nonperforming Loans
The table below presentsentire balance of a loan is considered contractually delinquent if the compositionminimum required payment is not received by the first statement cycle date equal to or following the due date specified on the customer’s billing statement. Delinquency is reported on loans that are 30 or more days past due. Interest and an aging analysis of our loans held for investment portfolio as of December 31, 2017 and 2016. The delinquency aging includes allfees continue to accrue on past due loans both performinguntil the date the loan is placed on nonaccrual status, if applicable. For loan modifications, delinquency and nonperforming.

148Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Table 4.1: Loan Portfolio Composition and Aging Analysis
  December 31, 2017
(Dollars in millions) Current 
30-59
Days
 
60-89
Days
 
> 90
Days
 
Total
Delinquent
Loans
 
PCI
Loans
 
Total
Loans
Credit Card:              
Domestic credit card $101,072
 $1,211
 $915
 $2,093
 $4,219
 $2
 $105,293
International card businesses 9,110
 144
 81
 134
 359
 0
 9,469
Total credit card 110,182
 1,355
 996
 2,227
 4,578
 2
 114,762
Consumer Banking:              
Auto 50,151
 2,483
 1,060
 297
 3,840
 0
 53,991
Home loan 7,235
 37
 16
 70
 123
 10,275
 17,633
Retail banking 3,389
 24
 5
 18
 47
 18
 3,454
Total consumer banking 60,775
 2,544
 1,081
 385
 4,010
 10,293
 75,078
Commercial Banking:              
Commercial and multifamily real estate 26,018
 41
 17
 49
 107
 25
 26,150
Commercial and industrial 37,412
 1
 70
 87
 158
 455
 38,025
Total commercial lending 63,430
 42
 87
 136
 265
 480
 64,175
Small-ticket commercial real estate 393
 2
 1
 4
 7
 0
 400
Total commercial banking 63,823
 44
 88
 140
 272
 480
 64,575
Other loans 54
 2
 1
 1
 4
 0
 58
Total loans(1)
 $234,834
 $3,945
 $2,166
 $2,753
 $8,864
 $10,775
 $254,473
% of Total loans 92.29% 1.55% 0.85% 1.08% 3.48% 4.23% 100.00%
  December 31, 2016
(Dollars in millions) Current 
30-59
Days
 
60-89
Days
 
> 90
Days
 
Total
Delinquent
Loans
 PCI Loans 
Total
Loans
Credit Card:     ��        
Domestic credit card $93,279
 $1,153
 $846
 $1,840
 $3,839
 $2
 $97,120
International card businesses 8,115
 124
 72
 121
 317
 0
 8,432
Total credit card 101,394
 1,277
 918
 1,961
 4,156
 2
 105,552
Consumer Banking:              
Auto 44,762
 2,041
 890
 223
 3,154
 0
 47,916
Home loan 6,951
 44
 20
 141
 205
 14,428
 21,584
Retail banking 3,477
 22
 7
 20
 49
 28
 3,554
Total consumer banking 55,190
 2,107
 917
 384
 3,408
 14,456
 73,054
Commercial Banking:              
Commercial and multifamily real estate 26,536
 45
 0
 0
 45
 28
 26,609
Commercial and industrial 38,831
 27
 84
 297
 408
 585
 39,824
Total commercial lending 65,367
 72
 84
 297
 453
 613
 66,433
Small-ticket commercial real estate 473
 7
 1
 2
 10
 0
 483
Total commercial banking 65,840
 79
 85
 299
 463
 613
 66,916
Other loans 56
 3
 0
 5
 8
 0
 64
Total loans(1)
 $222,480
 $3,466
 $1,920
 $2,649
 $8,035
 $15,071
 $245,586
% of Total loans 90.59% 1.41% 0.78% 1.08% 3.27% 6.14% 100.00%
__________
(1)
Loans, other than PCI loans, include unamortized premiums and discounts, and unamortized deferred fees and costs totaling $773 million and $558 million asthe loans. We generally place loans on nonaccrual status when we believe the collectability of December 31, 2017 and 2016, respectively.

149Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

We pledged loan collateral of $27.3 billion and $29.3 billion to secure the majority of our FHLB borrowing capacity of $21.0 billion and $24.9 billion as of December 31, 2017 and 2016, respectively.
The following table presents the outstanding balance of loans 90 days or more past due that continue to accrue interest and loans classified as nonperforming as of December 31, 2017 and 2016. principal is not reasonably assured.
Nonperforming loans generally include loans that have been placed on nonaccrual status. PCI loansLoans classified as held for sale are excluded from the table below. See “Note 1—Summary of Significant Accounting Policies” for additional information on ournonperforming classification consideration.
Our policies for classifying loans as nonperforming, loans and accounting for PCI loans.by loan category, are as follows:
Table 4.2: 90+ Day Delinquent Loans Accruing Interest and Nonperforming Loans
  December 31, 2017 December 31, 2016
(Dollars in millions) 
> 90 Days and Accruing
 
Nonperforming
Loans
 
> 90 Days and Accruing
 
Nonperforming
Loans
Credit Card:        
Domestic credit card $2,093
 N/A
 $1,840
 N/A
International card businesses 128
 $24
 96
 $42
Total credit card 2,221
 24
 1,936
 42
Consumer Banking:        
Auto 0
 376
 0
 223
Home loan 0
 176
 0
 273
Retail banking 0
 35
 0
 31
Total consumer banking 0
 587
 0
 527
Commercial Banking:        
Commercial and multifamily real estate 12
 38
 0
 30
Commercial and industrial 0
 239
 0
 988
Total commercial lending 12
 277
 0
 1,018
Small-ticket commercial real estate 0
 7
 0
 4
Total commercial banking 12
 284
 0
 1,022
Other loans 0
 4
 0
 8
Total $2,233
 $899
 $1,936
 $1,599
% of Total loans 0.88% 0.35% 0.79% 0.65%
Credit Card
OurCredit card loans: As permitted by regulatory guidance issued by the Federal Financial Institutions Examination Council (“FFIEC”), our policy is generally to exempt credit card loan portfolio is highly diversified across millions of accountsloans from being classified as nonperforming, as these loans are generally charged off in the period the account becomes 180 days past due. Consistent with industry conventions, we generally continue to accrue interest and numerous geographies without significant individual exposure. We therefore generally manage credit risk basedfees on portfolios with common risk characteristics. The risk in ourdelinquent credit card loans until the loans are charged off.
Consumer banking loans: We classify consumer banking loans as nonperforming when we determine that the collectability of all interest and principal on the loan portfolio correlates to broad economic trends, suchis not reasonably assured, generally when the loan becomes 90 days past due.
Commercial banking loans: We classify commercial banking loans as unemployment rates and home values, as well as consumers’ financial condition, all of which can have a material effect on credit performance. The primary indicators we assess in monitoring the credit quality and risk of our credit card portfolio are delinquency and charge-off trends, including an analysis of loan migration between delinquency categories over time.
The table below displays the geographic profile of our credit card loan portfoliononperforming as of December 31, 2017the date we determine that the collectability of all interest and 2016.
Table 4.3: Credit Card Risk Profile by Geographic Region
  December 31, 2017 December 31, 2016
(Dollars in millions) Amount 
% of
Total
 Amount 
% of
Total
Domestic credit card:        
California $11,475
 10.0% $11,068
 10.5%
Texas 7,847
 6.8
 7,227
 6.8
New York 7,389
 6.4
 7,090
 6.7
Florida 6,790
 5.9
 6,540
 6.2
Illinois 4,734
 4.1
 4,492
 4.3
Pennsylvania 4,550
 4.0
 4,048
 3.8
Ohio 3,929
 3.4
 3,654
 3.5
New Jersey 3,621
 3.2
 3,488
 3.3
Michigan 3,523
 3.1
 3,164
 3.0
Other 51,435
 44.8
 46,349
 43.9
Total domestic credit card 105,293
 91.7
 97,120
 92.0
International card businesses:        
Canada 6,286
 5.5
 5,594
 5.3
United Kingdom 3,183
 2.8
 2,838
 2.7
Total international card businesses 9,469
 8.3
 8,432
 8.0
Total credit card $114,762
 100.0% $105,552
 100.0%
The table below presents net charge-offs forprincipal on the years ended December 31, 2017 and 2016.
Table 4.4: Credit Card Net Charge-Offs
  Year Ended December 31,
  2017 2016
(Dollars in millions) Amount 
Rate(1)
 Amount 
Rate(1)
Net charge-offs:(1)
        
Domestic credit card(2)
 $4,739
 4.99% $3,681
 4.16%
International card businesses 315
 3.69
 272
 3.33
Total credit card(2)
 $5,054
 4.88
 $3,953
 4.09
__________
(1)
Net charge-offs consist of the unpaid principal balance of loans held for investment that we determine to be uncollectible, net of recovered amounts. Net charge-off rate is calculated by dividing net charge-offs by average loans held for investment for the period for each loan category. Net charge-offs and the net charge-off rate are impacted periodically by fluctuations in recoveries, including loan sales.
(2)
Excluding the impact of the Cabela’s acquisition, the domestic credit card and total credit card net charge-off rates for the year ended December 31, 2017 would have been 5.07% and 4.95%, respectively.
Consumer Banking
Our consumer banking loan portfolio consists of auto, home and retail banking loans. Similar to our credit card loan portfolio, the risk in our consumer banking loan portfolio correlates to broad economic trends, such as unemployment rates, gross domestic product (“GDP”) and home values, as well as consumers’ financial condition, all of which can have a material effect on credit performance. Delinquency, nonperforming loans and charge-off trends are key indicators we assess in monitoring the credit quality and risk of our consumer banking loan portfolio.

is not reasonably assured.
150132Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Modified loans and troubled debt restructurings: Modified loans, including TDRs, that are current at the time of the restructuring remain in accrual status if there is demonstrated performance prior to the restructuring and continued performance under the modified terms is expected. Otherwise, the modified loan is classified as nonperforming.
Interest and fees accrued but not collected at the date a loan is placed on nonaccrual status are reversed against earnings. In addition, the amortization of deferred loan fees, costs, premiums and discounts is suspended. Interest and fee income are subsequently recognized only upon the receipt of cash payments. However, if there is doubt regarding the ultimate collectability of loan principal, cash received is generally applied against the principal balance of the loan. Nonaccrual loans are generally returned to accrual status when all principal and interest is current and repayment of the remaining contractual principal and interest is reasonably assured, or when the loan is both well-secured and in the process of collection and collectability is no longer doubtful.
Charge-Offs
We charge off loans when we determine that the loan is uncollectible. The table below displaysamortized cost basis, excluding accrued interest, is charged off as a reduction to the geographic profileallowance for credit losses based on the time frames presented below. Accrued interest on loans other than credit card loans determined to be uncollectible is reversed as a reduction of interest income when the loan is classified as nonperforming. For credit card loans, accrued interest is charged off simultaneously with the charge off of other components of amortized cost and as a reduction of interest income. When received, recoveries of previously charged off amounts are recorded as an increase to the allowance for credit losses (see the “Allowance for Credit Losses - Loans Held for Investment” section of this Note for information on how we account for expected recoveries). Costs to recover charged off loans are recorded as collection expense and included in our consolidated statements of income as a component of other non-interest expense as incurred. Our charge-off time frames by loan type are presented below.
Credit card loans: We generally charge off credit card loans in the period the account becomes 180 days past due. We charge off delinquent credit card loans for which revolving privileges have been revoked as part of loan workout when the account becomes 120 days past due. Credit card loans in bankruptcy are generally charged off by the end of the month following 30 days after the receipt of a complete bankruptcy notification from the bankruptcy court. Credit card loans of deceased account holders are generally charged off 5 days after receipt of notification.
Consumer banking loans: We generally charge off consumer banking loans at the earlier of the date when the account is a specified number of days past due or upon repossession of the underlying collateral. Our charge-off period for auto loans is 120 days past due. Small business banking loans generally charge off at 120 days past due based on the date the amortized cost basis is deemed uncollectible. Auto loans that have not been previously charged off where the borrower has filed for bankruptcy and the loan has not been reaffirmed charge off in the period that the loan is 60 days from the bankruptcy notification date, regardless of delinquency status. Auto loans that have not been previously charged off and have been discharged under Chapter 7 bankruptcy are charged off at the end of the month in which the bankruptcy discharge occurs. Remaining consumer loans generally are charged off within 40 days of receipt of notification from the bankruptcy court. Consumer loans of deceased account holders are charged off by the end of the month following 60 days of receipt of notification.
Commercial banking loans: We charge off commercial loans in the period we determine that the amortized cost basis is uncollectible.
Allowance for Credit Losses - Loans Held for Investment
We maintain an allowance for credit losses (“allowance”) that represents management’s current estimate of expected credit losses over the contractual terms of our consumer banking loan portfolio,loans held for investment. We measure the allowance on a quarterly basis through consideration of past events, including PCI loans, ashistorical experience, current conditions and reasonable and supportable forecasts.
We measure current expected credit losses over the contractual terms of December 31, 2017 and 2016.
Table 4.5: Consumer Banking Risk Profile by Geographic Region
  December 31, 2017 December 31, 2016
(Dollars in millions) Amount % of Total Amount 
% of
Total
Auto:        
Texas $7,040
 9.4% $6,304
 8.6%
California 6,099
 8.1
 5,448
 7.5
Florida 4,486
 6.0
 3,985
 5.5
Georgia 2,726
 3.6
 2,506
 3.4
Ohio 2,318
 3.1
 2,017
 2.8
Louisiana 2,236
 3.0
 2,159
 3.0
Illinois 2,181
 2.9
 2,065
 2.8
Other 26,905
 35.8
 23,432
 32.0
Total auto 53,991
 71.9
 47,916
 65.6
Home loan:        
California 3,734
 5.0
 4,993
 6.8
New York 1,941
 2.6
 2,036
 2.8
Maryland 1,226
 1.6
 1,409
 1.9
Virginia 1,034
 1.4
 1,204
 1.7
Illinois 976
 1.3
 1,218
 1.7
New Jersey 931
 1.2
 1,112
 1.5
Texas 882
 1.2
 823
 1.1
Other 6,909
 9.2
 8,789
 12.0
Total home loan 17,633
 23.5
 21,584
 29.5
Retail banking:        
New York 955
 1.3
 941
 1.3
Louisiana 953
 1.3
 1,010
 1.4
Texas 717
 0.9
 756
 1.0
New Jersey 221
 0.3
 238
 0.3
Maryland 187
 0.2
 190
 0.3
Virginia 154
 0.2
 156
 0.2
Other 267
 0.4
 263
 0.4
Total retail banking 3,454
 4.6
 3,554
 4.9
Total consumer banking $75,078
 100.0% $73,054
 100.0%

our loans. The contractual terms are adjusted for expected prepayments but are not extended for renewals or extensions, except when an extension or renewal arises from a borrower option that is not unconditionally cancellable or through a TDR that is reasonably expected to occur.
151133Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

We aggregate loans sharing similar risk characteristics into pools for purposes of measuring expected credit losses. Pools are reassessed periodically to confirm that all loans within each pool continue to share similar risk characteristics. Expected credit losses for loans that do not share similar risk characteristics with other financial assets are measured individually.
The table below presents net charge-offsExpected recoveries of amounts previously charged off or expected to be charged off are recognized within the allowance, with a corresponding reduction to our provision for credit losses. At times expected recoveries may result in a negative allowance. We limit the allowance recovery expectations to amounts previously charged off and expected to be charged off. Charge-offs of uncollectible amounts result in a reduction to the allowance and recoveries of previously charged off amounts result in an increase to the allowance.
When developing an estimate of expected credit losses, we use both quantitative and qualitative methods in considering all available information relevant to assessing collectability. This may include internal information, external information, or a combination of both relating to past events, current conditions, and reasonable and supportable forecasts. Significant judgment is applied to the development and duration of reasonable and supportable forecasts used in our estimation of lifetime losses. We estimate expected credit losses over the duration of those forecasts and then revert, on a rational and systematic basis, to historical losses at each relevant loss component of the estimate. Expected losses for contractual terms extending beyond the reasonable and supportable forecast and reversion periods are based on those historical losses.
Management will consider and may qualitatively adjust for conditions, changes and trends in loan portfolios that may not be captured in modeled results. These adjustments are referred to as qualitative factors and represent management’s judgment of the imprecision and risks inherent in the processes and assumptions used in establishing the allowance for credit losses. Management’s judgment may involve an assessment of current and forward-looking conditions including but not limited to changes in lending policies and procedures, nature and volume of the portfolio, external factors, and uncertainty as it relates to economic, model or forecast risks, where not already captured in the modeled results.
Expected credit losses for collateral-dependent loans are based on the fair value of the underlying collateral. When we intend to liquidate the collateral, the fair value of the collateral is adjusted for expected costs to sell. A loan is deemed to be a collateral-dependent loan when (i) we determine foreclosure or repossession of the underlying collateral is probable, or (ii) foreclosure or repossession is not probable, but the borrower is experiencing financial difficulty and we expect repayment to be provided substantially through the operation or sale of the collateral. The allowance for a collateral-dependent loan reflects the difference between the loan’s amortized cost basis and the fair value (less selling costs, where applicable) of the loan's underlying collateral.
Our credit card and consumer banking loan portfolios consist of smaller-balance, homogeneous loans. The consumer banking loan portfolio for the years ended December 31, 2017is divided into two primary portfolio segments: auto loans and 2016,retail banking loans. The credit card and consumer banking loan portfolios are further divided by our business units into groups based on common risk characteristics, such as well as nonperforming loans as of December 31, 2017origination year, contract type, interest rate, borrower credit score and 2016.
Table 4.6: Consumer Banking Net Charge-Offs and Nonperforming Loans
  Year Ended December 31,
  2017 2016
(Dollars in millions) Amount 
Rate(1)
 Amount 
Rate(1)
Net charge-offs:        
Auto $957
 1.86% $752
 1.69%
Home loan(2)
 15
 0.08
 14
 0.06
Retail banking 66
 1.92
 54
 1.53
Total consumer banking(2)
 $1,038
 1.39
 $820
 1.15
  December 31, 2017 December 31, 2016
(Dollars in millions) Amount 
Rate(3)
 Amount 
Rate(3)
Nonperforming loans:        
Auto $376
 0.70% $223
 0.47%
Home loan(4)
 176
 1.00
 273
 1.26
Retail banking 35
 1.00
 31
 0.86
Total consumer banking(4)
 $587
 0.78
 $527
 0.72
__________
(1)
Net charge-off rate is calculated by dividing net charge-offs by average loans held for investment for the period for each loan category.
(2)
Excluding the impact of PCI loans, the net charge-off rates for our home loan and total consumergeography. The commercial banking portfolios were 0.07% and 1.65%, respectively, for the year ended December 31, 2017 compared to 0.20% and 1.49%, respectively, for the year ended December 31, 2016.
(3)
Nonperforming loan rates are calculated based on nonperforming loans for each category divided by period-end total loans held for investment for each respective category.
(4)
Excluding the impact of PCI loans, the nonperforming loan rates for our home loan and total consumer banking portfolios were 2.39% and 0.91%, respectively, as of December 31, 2017 compared to 3.81% and 0.90%, respectively, as of December 31, 2016.
Home Loan
Our home loan portfolio consistsis primarily composed of both first-lien and second-lien residential mortgagelarger-balance, non-homogeneous loans. These loans are subject to reviews that result in internal risk ratings. In evaluatingassessing the credit quality and risk rating of our homea particular commercial banking loan, portfolio,among the factors we monitor a variety of mortgage loan characteristics that may affectconsider are the default experience on this loan portfolio, such as vintage, geographic concentrations, lien priority and product type. Certain loan concentrations have experienced higher delinquency rates as a resultfinancial condition of the significant declineborrower, geography, collateral performance, historical loss experience and industry-specific information that management believes is relevant in home prices afterdetermining and measuring expected credit losses. Subjective assessment and interpretation are involved. Emphasizing one factor over another or considering additional factors could impact the peak in 2006risk rating assigned to that commercial banking loan.
For consumer banking and subsequent rise in unemployment. These loan concentrationscommercial banking loans, the contractual period typically does not include renewals or extensions because the renewals and extensions are generally not at the borrower’s exclusive option to exercise. Management has determined that the undrawn credit exposure that is associated with our credit card loans originated between 2006 and 2008 in an environment of decreasing home sales, broadly declining home prices and more relaxed underwriting standards.
The following table presents the distribution of our home loan portfolio as of December 31, 2017 and 2016is unconditionally cancellable. For this reason, expected credit losses are measured based on selected key risk characteristics.

the drawn balance at each quarterly measurement date, but not on the undrawn exposure. Because credit card loans do not have a defined contractual life, management estimates both the volume and application of payments to determine a contractual life of the drawn balance at the measurement date over which expected credit losses are developed for credit card loans.
152134Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

With the exception of credit card loans, we have made a policy election to not measure an allowance on accrued interest for loans held for investment because we reverse uncollectible accrued interest in a timely manner. See the “Delinquent and Nonperforming Loans” and “Charge-Offs - Loans” sections of this Note for information on what we consider timely. For credit card loans, we do not make this election, as we reserve for uncollectible accrued interest relating to credit card loans in the allowance.
Table 4.7: Home Loan Risk ProfileThe allowance related to credit card and consumer banking loans assessed on a pooled basis is based on a modeled calculation, which is supplemented by Vintage, Geography, Lien Prioritymanagement judgment as described above. Because of the homogeneous nature of our consumer loan portfolios, the allowance is based on the aggregated portfolio segment evaluations. The allowance is established through a process that begins with estimates of historical losses in each pool based upon various statistical analyses, with adjustments for current conditions and Interest Rate Type
reasonable and supportable forecasts of conditions, which includes expected economic conditions. Loss forecast models are utilized to estimate expected credit losses and consider several portfolio indicators including, but not limited to, expected economic conditions, historical loss experience, account seasoning, the value of collateral underlying secured loans, estimated foreclosures or defaults based on observable trends, delinquencies, bankruptcy filings, unemployment, borrower credit scores and general business trends. Management believes these factors are relevant in estimating expected credit losses and also considers an evaluation of overall portfolio credit quality based on indicators such as changes in our credit evaluation, underwriting and collection management policies, the effect of other external factors such as competition and legal and regulatory requirements, general economic conditions and business trends, and uncertainties in forecasting and modeling techniques used in estimating our allowance.
  December 31, 2017
  Loans 
PCI Loans(1)
 Total Home Loans
(Dollars in millions) Amount 
% of
Total
 Amount 
% of
Total
 Amount 
% of
Total
Origination year:(2)
            
< 2008
 $1,586
 9.0% $6,919
 39.2% $8,505
 48.2%
2009 62
 0.4
 769
 4.4
 831
 4.8
2010 64
 0.4
 1,078
 6.1
 1,142
 6.5
2011 113
 0.6
 1,181
 6.7
 1,294
 7.3
2012 673
 3.8
 178
 1.0
 851
 4.8
2013 381
 2.2
 46
 0.3
 427
 2.5
2014 467
 2.6
 25
 0.1
 492
 2.7
2015 905
 5.1
 28
 0.2
 933
 5.3
2016 1,604
 9.1
 23
 0.1
 1,627
 9.2
2017 1,503
 8.5
 28
 0.2
 1,531
 8.7
Total $7,358
 41.7% $10,275
 58.3% $17,633
 100.0%
Geographic concentration:            
California $987
 5.6% $2,747
 15.6% $3,734
 21.2%
New York 1,427
 8.1
 514
 2.9
 1,941
 11.0
Maryland 608
 3.4
 618
 3.5
 1,226
 6.9
Virginia 532
 3.0
 502
 2.8
 1,034
 5.8
Illinois 163
 0.9
 813
 4.6
 976
 5.5
New Jersey 389
 2.2
 542
 3.1
 931
 5.3
Texas 811
 4.6
 71
 0.4
 882
 5.0
Louisiana 826
 4.7
 17
 0.1
 843
 4.8
Florida 186
 1.1
 582
 3.3
 768
 4.4
Arizona 91
 0.5
 577
 3.3
 668
 3.8
Other 1,338
 7.6
 3,292
 18.7
 4,630
 26.3
Total $7,358
 41.7% $10,275
 58.3% $17,633
 100.0%
Lien type:            
1st lien
 $6,364
 36.1% $10,054
 57.0% $16,418
 93.1%
2nd lien
 994
 5.6
 221
 1.3
 1,215
 6.9
Total $7,358
 41.7% $10,275
 58.3% $17,633
 100.0%
Interest rate type:            
Fixed rate $3,722
 21.1% $1,505
 8.5% $5,227
 29.6%
Adjustable rate 3,636
 20.6
 8,770
 49.8
 12,406
 70.4
Total $7,358
 41.7% $10,275
 58.3% $17,633
 100.0%
The allowance related to commercial banking loans assessed on a pooled basis is based on our historical loss experience for loans with similar risk characteristics and consideration of the current credit quality of the portfolio, which is supplemented by management judgment as described above. These are adjusted for current conditions, and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels. We apply internal risk ratings to commercial banking loans, which we use to assess credit quality and derive a total loss estimate based on an estimated probability of default (“default rate”) and loss given default (“loss severity”). Management may also apply judgment to adjust the loss factors derived, taking into consideration both quantitative and qualitative factors, including general economic conditions, industry-specific and geographic trends, portfolio concentrations, trends in internal credit quality indicators, and current and past underwriting standards that have occurred but are not yet reflected in the historical data underlying our loss estimates.

The allowance related to smaller-balance homogeneous credit card and consumer banking loans whose terms have been modified in a TDR is calculated on a pool basis using historical loss experience, adjusted for current conditions and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels for the respective class of assets. The allowance related to consumer banking loans that are assessed at a loan-level is determined based on key considerations that include the borrower’s overall financial condition, resources and payment history, prospects for support from financially responsible guarantors, and when applicable, the estimated realizable value of any collateral. The allowance related to commercial banking loans that are assessed at a loan-level is generally determined in accordance with our policy for estimating expected credit losses for collateral-dependent loans as described above.
Off-balance sheet credit exposures
In addition to the allowance, we also measure expected credit losses related to unfunded lending commitments that are not unconditionally cancellable in our Commercial Banking business. This reserve is measured using the same measurement objectives as the allowance for loans held for investment and is recorded within other liabilities on our consolidated balance sheets. These commitments are segregated by risk according to our internal risk rating scale, which we use to assess credit quality and derive an expected credit loss estimate. We assess these risk classifications, taking into consideration both quantitative and qualitative factors, including historical loss experience, adjusted for current conditions and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels, and utilization assumptions to estimate the reserve for unfunded lending commitments. Expected credit losses are not measured on unfunded lending commitments that are unconditionally cancellable, including all of our unfunded credit card and consumer banking lending commitments and certain of our unfunded commercial banking lending commitments.
153135Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

  December 31, 2016
  Loans 
PCI Loans(1)
 Total Home Loans
(Dollars in millions) Amount 
% of
Total
 Amount 
% of
Total
 Amount 
% of
Total
Origination year:(2)
            
< 2008
 $2,166
 10.0% $9,684
 44.9% $11,850
 54.9%
2009 80
 0.4
 1,088
 5.0
 1,168
 5.4
2010 82
 0.4
 1,562
 7.2
 1,644
 7.6
2011 139
 0.6
 1,683
 7.8
 1,822
 8.4
2012 969
 4.5
 268
 1.2
 1,237
 5.7
2013 465
 2.2
 59
 0.2
 524
 2.4
2014 557
 2.6
 31
 0.2
 588
 2.8
2015 1,024
 4.7
 30
 0.2
 1,054
 4.9
2016 1,674
 7.8
 23
 0.1
 1,697
 7.9
Total $7,156
 33.2% $14,428
 66.8% $21,584
 100.0%
Geographic concentration:            
California $976
 4.5% $4,017
 18.6% $4,993
 23.1%
New York 1,343
 6.2
 693
 3.2
 2,036
 9.4
Maryland 585
 2.7
 824
 3.9
 1,409
 6.6
Illinois 108
 0.5
 1,110
 5.1
 1,218
 5.6
Virginia 490
 2.3
 714
 3.3
 1,204
 5.6
New Jersey 379
 1.8
 733
 3.4
 1,112
 5.2
Louisiana 962
 4.5
 23
 0.1
 985
 4.6
Florida 159
 0.7
 772
 3.6
 931
 4.3
Arizona 89
 0.4
 799
 3.7
 888
 4.1
Texas 725
 3.4
 98
 0.4
 823
 3.8
Other 1,340
 6.2
 4,645
 21.5
 5,985
 27.7
Total $7,156
 33.2% $14,428
 66.8% $21,584
 100.0%
Lien type:            
1st lien
 $6,182
 28.7% $14,159
 65.5% $20,341
 94.2%
2nd lien
 974
 4.5
 269
 1.3
 1,243
 5.8
Total $7,156
 33.2% $14,428
 66.8% $21,584
 100.0%
Interest rate type:            
Fixed rate $3,394
 15.8% $1,822
 8.4% $5,216
 24.2%
Adjustable rate 3,762
 17.4
 12,606
 58.4
 16,368
 75.8
Total $7,156
 33.2% $14,428
 66.8% $21,584
 100.0%
__________
(1)
PCI loan balances with an origination date in the years subsequent to 2012 represent refinancing of previously acquired home loans.
(2)
Modified loans are reported in the origination year of the initial borrowing.
Our recorded investment in home loansDetermining the appropriateness of the allowance and the reserve for unfunded lending commitments is complex and requires judgment by management about the effect of matters that are in process of foreclosure was $149 million and $382 million as of December 31, 2017 and 2016, respectively. We commence the foreclosure process on home loans when a borrower becomes at least 120 days delinquent in accordance with Consumer Financial Protection Bureau regulations. Foreclosure procedures and timelines vary according to state laws. As of December 31, 2017 and 2016, the carrying valueinherently uncertain. Subsequent evaluations of the foreclosed residential real estate properties we holdloan portfolio, in light of the factors then prevailing, may result in significant changes in the reserve for unfunded lending commitments in future periods. See “Note 4—Allowance for Credit Losses and includeReserve for Unfunded Lending Commitments” for additional information.
Securitization of Loans
Our loan securitization activities primarily involve the securitization of credit card and auto loans, which provides a source of funding for us. See “Note 5—Variable Interest Entities and Securitizations” for additional details. Loan securitization involves the transfer of a pool of loan receivables from our portfolio to a trust. The trust then sells undivided interests in otherthe pool of loan receivables to third-party investors through the issuance of debt securities and transfers the proceeds from the debt issuance to us as consideration for the loan receivables transferred. The debt securities are collateralized by the loan receivables transferred from our portfolio. We remove loans from our consolidated balance sheets if securitizations qualify as sales to unconsolidated VIEs, recognize assets retained and liabilities assumed at fair value and record a gain or loss on the transferred loans. Alternatively, if the transfer does not qualify as a sale but instead is considered a secured borrowing, the assets will remain on our consolidated balance sheets totaled $39 millionwith an offsetting liability recognized for the amount of proceeds received.
Premises, Equipment and $69 million, respectively.Leases

Premises and Equipment
Premises and equipment, including leasehold improvements, are carried at cost less accumulated depreciation and amortization. Land is carried at cost. We capitalize direct costs incurred during the application development stage of internally developed software projects. Depreciation and amortization expenses are calculated using the straight-line method over the estimated useful lives of the assets. Useful lives for premises and equipment are estimated as follows:
Premises and EquipmentUseful Lives
Buildings and improvements5-39 years
Furniture and equipment3-10 years
Computer software3 years
Leasehold improvementsLesser of the useful life or the remaining lease term
Expenditures for maintenance and repairs are expensed as incurred and gains or losses upon disposition are recognized in our consolidated statements of income as realized. See “Note 7—Premises, Equipment and Leases” for additional information.
Leases
Lease classification is determined at inception for all lease transactions with an initial term greater than one year. Operating leases are included as right-of-use (“ROU”) assets within other assets, and operating lease liabilities are classified as other liabilities on our consolidated balance sheets. Finance leases are included in premises and equipment, and other borrowings on our consolidated balance sheets. Our operating lease expense is included in occupancy and equipment within non-interest expense in our consolidated statements of income. Lease expense for minimum lease payments are recognized on a straight-line basis over the lease term. See “Note 7—Premises, Equipment and Leases” for additional information.
Goodwill and Other Intangible Assets
Goodwill represents the excess of the acquisition price of an acquired business over the fair value of assets acquired and liabilities assumed and is assigned to one or more reporting units at the date of acquisition. A reporting unit is defined as an operating segment, or a business unit that is one level below an operating segment. We have 4 reporting units: Credit Card, Auto, Other Consumer Banking and Commercial Banking. Goodwill is not amortized but is tested for impairment at the reporting unit level annually or more frequently if adverse circumstances indicate that it is more likely than not that the carrying amount of a reporting unit exceeds its fair value. These indicators could include a sustained, significant decline in the
154136Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Company’s stock price, a decline in expected future cash flows, significant disposition activity, a significant adverse change in the economic or business environment, and the testing for recoverability of a significant asset group, among others.
Intangible assets with finite useful lives are amortized on either an accelerated or straight-line basis over their estimated useful lives and are evaluated for impairment whenever events or changes in circumstances indicate the carrying amount of the assets may not be recoverable. See “Note 6—Goodwill and Other Intangible Assets” for additional information.
Mortgage Servicing Rights
Mortgage servicing rights (“MSRs”) are initially recorded at fair value when mortgage loans are sold or securitized in the secondary market and the right to service these loans is retained for a fee. Commercial BankingMSRs are subsequently accounted for under the amortization method. We evaluate for impairment as of each reporting date and recognize any impairment in other non-interest income. See “Note 6—Goodwill and Other Intangible Assets” for additional information.
Foreclosed Property and Repossessed Assets
Foreclosed property and repossessed assets obtained through our lending activities typically include commercial real estate or personal property, such as automobiles, and are recorded at net realizable value. For foreclosed property and repossessed assets, we generally reclassify the loan to repossessed assets upon repossession of the property in satisfaction of the loan. Net realizable value is the estimated fair value of the underlying collateral less estimated selling costs and is based on appraisals, when available. Subsequent to initial recognition, foreclosed property and repossessed assets are recorded at the lower of our initial cost basis or net realizable value, which is routinely monitored and updated. Any changes in net realizable value and gains or losses realized from disposition of the property are recorded in other non-interest expense. See “Note 16—Fair Value Measurement” for details.
Restricted Equity Investments
We evaluatehave investments in Federal Home Loan Bank (“FHLB”) stock and in Federal Reserve Bank stock. These investments, which are included in other assets on our consolidated balance sheets, are not marketable, are carried at cost, and are reviewed for impairment if there is any indicator of impairment.
Litigation
We establish reserves for litigation-related matters that arise from the ordinary course of our business activities when it is probable that a loss associated with a claim or proceeding has been incurred and the amount of the loss can be reasonably estimated. Professional service fees, including lawyers’ and experts’ fees, expected to be incurred in connection with a loss contingency are expensed as services are provided. See “Note 18—Commitments, Contingencies, Guarantees and Others” for additional information.
Customer Rewards Reserve
We offer products, primarily credit risk of commercial loans using a risk rating system. We assign internal risk ratingscards, which include programs that allow members to loansearn rewards based on relevant information aboutaccount activity that can be redeemed for cash (primarily in the abilityform of statement credits), gift cards, travel, or covering eligible charges. The amount of reward that a customer earns varies based on the terms and conditions of the borrowersrewards program and product.When rewards are earned by a customer, rewards expense is generally recorded as an offset to repay their debt.interchange income, with a corresponding increase to the customer rewards reserve. The customer rewards reserve is computed based on the estimated future cost of earned rewards that are expected to be redeemed and is reduced as rewards are redeemed. In determiningestimating the risk rating of a particular loan, somecustomer rewards reserve, we consider historical redemption and spending behavior, as well as the terms and conditions of the factors considered arecurrent rewards programs, among other factors. We expect the borrower’s current financial condition, historical and projected future credit performance, prospects for support from financially responsible guarantors, the estimated realizable valuevast majority of any collateral and current economic trends.all rewards earned will eventually be redeemed. The scale basedcustomer rewards reserve, which is included in other liabilities on our internal risk rating system is as follows:
Noncriticized: Loans that have not been designated as criticized, frequently referred to as “pass” loans.
Criticized performing: Loans in which the financial condition of the obligor is stressed, affecting earnings, cash flows or collateral values. The borrower currently has adequate capacity to meet near-term obligations; however, the stress, left unabated, may result in deterioration of the repayment prospects at some future date.
Criticized nonperforming: Loans that are not adequately protected by the current net worthconsolidated balance sheets, totaled $6.2 billion and paying capacity of the obligor or the collateral pledged, if any. Loans classified as criticized nonperforming have a well-defined weakness, or weaknesses, which jeopardize the full repayment of the debt. These loans are characterized by the distinct possibility that we will sustain a credit loss if the deficiencies are not corrected and are generally placed on nonaccrual status.
We use our internal risk rating system for regulatory reporting, determining the frequency of credit exposure reviews, and evaluating and determining the allowance for loan and lease losses for commercial loans. Loans of $1 million or more that are designated as criticized performing and criticized nonperforming are reviewed quarterly by management to determine if they are appropriately classified/rated and whether any impairment exists. Noncriticized loans of $1 million or more are specifically reviewed, at least annually, to determine the appropriate risk rating. In addition, we evaluate the risk rating during the renewal process of any loan or if a loan becomes past due.
The following table presents the geographic concentration and internal risk ratings of our commercial loan portfolio$5.4 billion as of December 31, 20172021 and 2016.2020, respectively.
Table 4.8: Commercial Banking Risk Profile by Geographic Region and Internal Risk Rating

  December 31, 2017
(Dollars in millions) 
Commercial
and
Multifamily
Real Estate
 
% of
Total
 
Commercial
and
Industrial
 
% of
Total
 
Small-Ticket
Commercial
Real Estate
 
% of
Total 
 
Total
Commercial Banking
 
% of
Total 
Geographic concentration:(1)
                
Northeast $14,969
 57.3% $7,774
 20.4% $250
 62.4% $22,993
 35.7%
Mid-Atlantic 2,675
 10.2
 3,922
 10.3
 15
 3.8
 6,612
 10.2
South 3,719
 14.2
 14,739
 38.8
 22
 5.5
 18,480
 28.6
Other 4,787
 18.3
 11,590
 30.5
 113
 28.3
 16,490
 25.5
Total $26,150
 100.0% $38,025
 100.0% $400
 100.0% $64,575
 100.0%
Internal risk rating:(2)
                
Noncriticized $25,609
 98.0% $35,161
 92.5% $392
 97.9% $61,162
 94.7%
Criticized performing 478
 1.8
 2,170
 5.7
 1
 0.3
 2,649
 4.1
Criticized nonperforming 38
 0.1
 239
 0.6
 7
 1.8
 284
 0.4
PCI loans 25
 0.1
 455
 1.2
 0
 0.0
 480
 0.8
Total $26,150
 100.0% $38,025
 100.0% $400
 100.0% $64,575
 100.0%



155137Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Revenue Recognition
  December 31, 2016
(Dollars in millions) 
Commercial
and
Multifamily
Real Estate
 
% of
Total(1)
 
Commercial
and
Industrial
 
% of
Total
 
Small-Ticket
Commercial
Real Estate
 
% of
Total 
 
Total
Commercial Banking
 
% of
Total 
Geographic concentration:(1)
                
Northeast $15,714
 59.0% $9,628
 24.2% $298
 61.7% $25,640
 38.3%
Mid-Atlantic 3,024
 11.4
 3,450
 8.7
 16
 3.3
 6,490
 9.7
South 4,032
 15.2
 15,193
 38.1
 34
 7.0
 19,259
 28.8
Other 3,839
 14.4
 11,553
 29.0
 135
 28.0
 15,527
 23.2
Total $26,609
 100.0% $39,824
 100.0% $483
 100.0% $66,916
 100.0%
Internal risk rating:(2)
                
Noncriticized $26,309
 98.9% $36,046
 90.5% $473
 97.9% $62,828
 93.9%
Criticized performing 242
 0.9
 2,205
 5.5
 6
 1.3
 2,453
 3.7
Criticized nonperforming 30
 0.1
 988
 2.5
 4
 0.8
 1,022
 1.5
PCI loans 28
 0.1
 585
 1.5
 0
 0.0
 613
 0.9
Total $26,609
 100.0% $39,824
 100.0% $483
 100.0% $66,916
 100.0%
__________
(1)
Geographic concentration is generally determined by the location of the borrower’s business or the location of the collateral associated with the loan. Northeast consists of CT, MA, ME, NH, NJ, NY, PA and VT. Mid-Atlantic consists of DC, DE, MD, VA and WV. South consists of AL, AR, FL, GA, KY, LA, MO, MS, NC, SC, TN and TX.
(2)
Criticized exposures correspond to the “Special Mention,” “Substandard” and “Doubtful” asset categories defined by bank regulatory authorities.
Interest Income and Fees
Impaired Loans
The following table presents informationInterest income and fees on our impaired loans as of December 31, 2017 and 2016, and for the years ended December 31, 2017, 2016 and 2015. Impaired loans include loans modified in TDRs, all nonperforming commercial loans and nonperforming home loans with a specific impairment. Impaired loans without an allowance generally represent loans that have been charged down toinvestment securities are recognized based on the fair valuecontractual provisions of the underlying collateralarrangements.
Loan origination fees,costs,premiums and discounts on loans held for whichinvestment are deferred and generally amortized into interest income as yield adjustments over the contractual life and/or commitment period using the effective interest method. Costs deferred include, among other things, incentives paid to our network of auto dealers for loan referrals. In certain circumstances, we believe no additional losseselect to factor prepayment estimates into the calculation of the constant effective yield necessary to apply the interest method. Prepayment estimates are based on historical prepayment data, existing and forecasted interest rates, and economic data. For credit card loans, loan origination fees and direct loan origination costs are amortized on a straight-line basis over a 12-month period.
Unamortized premiums, discounts and other basis adjustments on investment securities are generally recognized in interest income over the contractual lives of the securities using the effective interest method. However, premiums for certain callable investment securities are amortized to the earliest call date.
Finance charges and fees on credit card loans are recorded in revenue when earned and presented on our consolidated balance sheets within either loan receivables (if they have been incurred,billed to the customer) or whereinterest receivable (if they have not yet been billed to the fair valuecustomer). Finance charges and fees on credit card loans are not recorded after the account is charged off. Annual membership fees are classified as service charges and other customer-related fees in our consolidated statements of income and are deferred and amortized into income over 12 months on a straight-line basis.
Interchange Income
Interchange income generally represents fees for standing ready to authorize and providing settlement on credit and debit card transactions processed through the MasterCard® (“MasterCard”) and Visa® (“Visa”) interchange networks. The levels and structure of interchange rates set by MasterCard and Visa can vary based on cardholder purchase volumes, among other factors. We recognize interchange income upon settlement. See “Note 17—Business Segments and Revenue from Contracts with Customers” for additional details.
Card Partnership Agreements
We have contractual agreements with certain retailers and other partners to provide lending and other services to mutual customers. We primarily issue private-label and cobrand credit card loans to these customers over the terms of the underlying collateral meetspartnership agreements.
Certain partners assist in or exceedsperform marketing activities on our behalf and promote our products and services to their customers. As compensation for providing these services, we often pay royalties, bounties or other special bonuses to these partners. Our payments to partners are generally recorded as reductions of revenue or as marketing expenses, depending on their nature. Our credit card partnership agreements may also provide for profit or revenue sharing payments which are presented as a reduction of the loan’s amortized cost. PCI loansrelated revenue line item(s) when owed to the partner.
When a partner agrees to share a portion of the credit losses associated with the partnership, we evaluate the contractual provisions for the loss share payments as well as applicable accounting guidance to determine whether to present the sharing of losses on a gross or net basis in our consolidated financial statements. When loss sharing amounts due from partners are excludedpresented on a net basis, they are recorded as a reduction to our provision for credit losses in our consolidated statements of income and reduce the charge-off amounts that we report. The allowance for credit losses attributable to these portfolios is also reduced by the expected reimbursements from the following tables.these partners for loss sharing amounts. See “Note 4—Allowance for Credit Losses and Reserve for Unfunded Lending Commitments” for additional information related to our loss sharing arrangements.



156138Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Collaborative Arrangements
Table 4.9: Impaired Loans
  December 31, 2017
(Dollars in millions) 
With an
Allowance
 
Without
an
Allowance
 
Total
Recorded
Investment
 
Related
Allowance
 
Net
Recorded
Investment
 
Unpaid
Principal
Balance
Credit Card:            
Domestic credit card $639
 $0
 $639
 $208
 $431
 $625
International card businesses 173
 0
 173
 84
 89
 167
Total credit card(1)
 812
 0
 812
 292
 520
 792
Consumer Banking:            
Auto(2)
 363
 118
 481
 30
 451
 730
Home loan 192
 41
 233
 15
 218
 298
Retail banking 51
 10
 61
 8
 53
 66
Total consumer banking 606
 169
 775
 53
 722
 1,094
Commercial Banking:            
Commercial and multifamily real estate 138
 2
 140
 13
 127
 143
Commercial and industrial 489
 222
 711
 63
 648
 844
Total commercial lending 627
 224
 851
 76
 775
 987
Small-ticket commercial real estate 7
 0
 7
 0
 7
 9
Total commercial banking 634
 224
 858
 76
 782
 996
Total $2,052
 $393
 $2,445
 $421
 $2,024
 $2,882
  December 31, 2016
(Dollars in millions) 
With an
Allowance
 
Without
an
Allowance
 
Total
Recorded
Investment
 
Related
Allowance
 
Net
Recorded
Investment
 
Unpaid
Principal
Balance
Credit Card:            
Domestic credit card $581
 $0
 $581
 $174
 $407
 $566
International card businesses 134
 0
 134
 65
 69
 129
Total credit card(1)
 715
 0
 715
 239
 476
 695
Consumer Banking:            
Auto(2)
 316
 207
 523
 24
 499
 807
Home loan 241
 117
 358
 19
 339
 464
Retail banking 52
 10
 62
 14
 48
 65
Total consumer banking 609
 334
 943
 57
 886
 1,336
Commercial Banking:            
Commercial and multifamily real estate 83
 29
 112
 7
 105
 112
Commercial and industrial 1,249
 144
 1,393
 162
 1,231
 1,444
Total commercial lending 1,332
 173
 1,505
 169
 1,336
 1,556
Small-ticket commercial real estate 4
 0
 4
 0
 4
 4
Total commercial banking 1,336
 173
 1,509
 169
 1,340
 1,560
Total $2,660
 $507
 $3,167
 $465
 $2,702
 $3,591

157Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

  Year Ended December 31,
  2017 2016 2015
(Dollars in millions) Average
Recorded
Investment
 Interest
Income
Recognized
 Average
Recorded
Investment
 Interest
Income
Recognized
 Average
Recorded
Investment
 Interest
Income
Recognized
Credit Card:            
Domestic credit card $602
 $63
 $540
 $58
 $539
 $57
International card businesses 154
 11
 133
 10
 135
 10
Total credit card(1)
 756
 74
 673
 68
 674
 67
Consumer Banking:            
Auto(2)
 495
 53
 501
 86
 462
 82
Home loan 299
 5
 361
 5
 364
 4
Retail banking 59
 1
 62
 2
 56
 2
Total consumer banking 853
 59
 924
 93
 882
 88
Commercial Banking:            
Commercial and multifamily real estate 134
 4
 111
 3
 109
 3
Commercial and industrial 1,118
 18
 1,215
 13
 466
 5
Total commercial lending 1,252
 22
 1,326
 16
 575
 8
Small-ticket commercial real estate 7
 0
 7
 0
 7
 0
Total commercial banking 1,259
 22
 1,333
 16
 582
 8
Total $2,868
 $155
 $2,930
 $177
 $2,138
 $163
________
(1)
The period-end and average recorded investments of credit card loans include finance charges and fees.
(2)
Includes certain TDRs that are recorded as other assets on our consolidated balance sheets.
Total recorded TDRs were $2.2 billion and $2.5 billion as of December 31, 2017 and 2016, respectively. TDRs classified as performing in our credit card and consumer banking loan portfolios totaled $1.3 billion and $1.1 billion as of December 31, 2017 and 2016, respectively. TDRs classified as performing in our commercial banking loan portfolio totaled $574 million and $487 million as of December 31, 2017 and 2016, respectively. Commitments to lend additional funds on loans modified in TDRs totaled $241 million and $208 million as of December 31, 2017 and 2016, respectively.
As partthe joint operating activity. We assess each of our loan modification programspartnership agreements with profit, revenue or loss sharing payments to borrowers experiencing financial difficulty, we may provide multiple concessions to minimize our economic lossdetermine if a collaborative arrangement exists and, improve long-term loan performanceif so, how revenue generated from third parties, costs incurred and collectability. The following tables present the major modification types, recorded investment amounts and financial effects of loans modified in TDRs during the years ended December 31, 2017, 2016 and 2015.

158Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Table 4.10: Troubled Debt Restructurings
  
Total Loans
Modified
(1)
 Year Ended December 31, 2017
  Reduced Interest Rate Term Extension Balance Reduction
(Dollars in millions) 
% of
TDR
Activity
(2)
 Average
Rate
Reduction
 
% of
TDR
Activity
(2)
 Average
Term
Extension
(Months)
 
% of
TDR
Activity
(2)
 Gross
Balance
Reduction
Credit Card:              
Domestic credit card $406
 100% 14.50% 0% 0 0% $0
International card businesses 169
 100
 26.51
 0
 0 0
 0
Total credit card 575
 100
 18.02
 0
 0 0
 0
Consumer Banking:              
Auto(3)
 324
 44
 3.82
 95
 6 2
 7
Home loan 19
 48
 2.77
 78
 233 2
 0
Retail banking 13
 22
 5.77
 73
 10 0
 0
Total consumer banking 356
 44
 3.79
 93
 16 2
 7
Commercial Banking:              
Commercial and multifamily real estate 29
 7
 0.02
 26
 5 0
 0
Commercial and industrial 557
 19
 0.80
 59
 17 0
 0
Total commercial lending 586
 18
 0.79
 57
 16 0
 0
Small-ticket commercial real estate 3
 0
 0.00
 4
 0 0
 0
Total commercial banking 589
 18
 0.79
 57
 16 0
 0
Total $1,520
 55
 13.19
 44
 16 0
 $7
  
Total Loans
Modified
(1)
 Year Ended December 31, 2016
 Reduced Interest Rate Term Extension Balance Reduction
(Dollars in millions)
% of
TDR
Activity
(2)
 Average
Rate
Reduction
 
% of
TDR
Activity
(2)
 Average
Term
Extension
(Months)
 
% of
TDR
Activity
(2)
 Gross
Balance
Reduction
Credit Card:              
Domestic credit card $312
 100% 13.19% 0% 0 0% $0
International card businesses 138
 100
 25.87
 0
 0 0
 0
Total credit card 450
 100
 17.09
 0
 0 0
 0
Consumer Banking:              
Auto(3)
 356
 44
 3.91
 74
 7 25
 78
Home loan 48
 64
 2.25
 87
 243 2
 0
Retail banking 18
 23
 7.89
 68
 10 9
 1
Total consumer banking 422
 46
 3.73
 75
 38 22
 79
Commercial Banking:              
Commercial and multifamily real estate 38
 0
 0.00
 67
 6 32
 3
Commercial and industrial 743
 5
 0.09
 57
 20 7
 26
Total commercial lending 781
 4
 0.09
 57
 19 8
 29
Small-ticket commercial real estate 1
 0
 0.00
 0
 0 0
 0
Total commercial banking 782
 4
 0.09
 57
 19 8
 29
Total $1,654
 41
 12.42
 46
 27 9
 $108

159Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

  
Total Loans
Modified
(1)
 Year Ended December 31, 2015
 Reduced Interest Rate Term Extension Balance Reduction
(Dollars in millions)
% of
TDR
Activity
(2)
 Average
Rate
Reduction
 
% of
TDR
Activity
(2)
 Average
Term
Extension
(Months)
 
% of
TDR
Activity
(2)
 Gross
Balance
Reduction
Credit Card:              
Domestic credit card $293
 100% 12.28% 0% 0 0% $0
International card businesses 121
 100
 25.88
 0
 0 0
 0
Total credit card 414
 100
 16.26
 0
 0 0
 0
Consumer Banking:              
Auto(3)
 347
 41
 3.49
 69
 8 30
 93
Home loan 48
 61
 2.70
 79
 231 7
 0
Retail banking 24
 18
 6.88
 87
 6 0
 0
Total consumer banking 419
 42
 3.44
 71
 36 26
 93
Commercial Banking:              
Commercial and multifamily real estate 12
 0
 0.00
 86
 14 18
 1
Commercial and industrial 249
 0
 0.67
 34
 7 0
 0
Total commercial lending 261
 0
 0.67
 36
 8 1
 1
Small-ticket commercial real estate 1
 0
 0.00
 0
 0 0
 0
Total commercial banking 262
 0
 0.67
 36
 8 1
 1
Total $1,095
 54
 12.42
 36
 29 10
 $94
__________
(1)
Represents the recorded investment of total loans modified in TDRs at the end of the quarter in which they were modified. As not every modification type is included in the table above, the total percentage of TDR activity may not add up to 100%. Some loans may receive more than one type of concession as part of the modification.
(2)
Due to multiple concessions granted to some troubled borrowers, percentages may total more than 100% for certain loan types.
(3)
Includes certain TDRs that are recorded as other assets on our consolidated balance sheets.
TDR—Subsequent Defaults of Completed TDR Modifications
The following table presents the type, number and recorded investment amount of loans modified in TDRs that experienced a default during the period and had completed a modification eventtransactions between participants in the twelve months prior to the default. A default occurs if the loan is either 90 days or more delinquent, has been charged off as of the end of the period presented or has been reclassified from accrual to nonaccrual status.

160Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Table 4.11: TDRSubsequent Defaults
  Year Ended December 31,
  2017 2016 2015
(Dollars in millions) Number of
Contracts
 Amount Number of
Contracts
 Amount Number of
Contracts
 Amount
Credit Card:            
Domestic credit card 55,121
 $111
 42,250
 $73
 42,808
 $71
International card businesses 51,641
 93
 40,498
 82
 33,888
 81
Total credit card 106,762
 204
 82,748
 155
 76,696
 152
Consumer Banking:            
Auto 9,446
 109
 8,587
 96
 8,647
 99
Home loan 28
 7
 56
 7
 14
 2
Retail banking 41
 4
 48
 9
 26
 2
Total consumer banking 9,515
 120
 8,691
 112
 8,687
 103
Commercial Banking:            
Commercial and multifamily real estate 0
 0
 1
 1
 0
 0
Commercial and industrial 244
 269
 150
 281
 7
 19
Total commercial lending 244
 269
 151
 282
 7
 19
Small-ticket commercial real estate 2
 1
 7
 1
 3
 0
Total commercial banking 246
 270
 158
 283
 10
 19
Total 116,523
 $594
 91,597
 $550
 85,393
 $274
PCI Loans
Outstanding Balancecollaborative arrangement should be accounted for and Carrying Value of PCI Loans
The table below presents the outstanding balance and the carrying value of PCI loans as of December 31, 2017 and 2016. See “Note 1—Summary of Significant Accounting Policies” for information related toreported on our accounting policies for impaired loans.
Table 4.12: PCI Loans
  PCI Loans
(Dollars in millions) December 31, 2017 December 31, 2016
Outstanding balance $11,855
 $16,506
Carrying value(1)
 10,767
 15,074
__________
(1)
Includes $37 million and $31 million of allowance for loan and lease losses for these loans as of December 31, 2017 and 2016, respectively. We recorded a $6 million provision and a $6 million release for credit losses for the years ended December 31, 2017 and 2016, respectively, for PCI loans.

161Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Changes in Accretable Yield
The following table presents changes in the accretable yield on PCI loans. Reclassification from or to nonaccretable differences represent changes in accretable yield for those loans in pools that are driven primarily by credit performance. Changes in accretable yield for non-credit related changes in expected cash flows are driven primarily by actual prepayments and changes in estimated prepayments.
Table 4.13: Changes in Accretable Yield on PCI Loans
(Dollars in millions) PCI Loans
Accretable yield as of December 31, 2014 $4,653
Addition due to acquisition 123
Accretion recognized in earnings (817)
Reclassifications from nonaccretable differences 26
Changes in accretable yield for non-credit related changes in expected cash flows (502)
Accretable yield as of December 31, 2015 3,483
Accretion recognized in earnings (711)
Reclassifications from nonaccretable differences 138
Changes in accretable yield for non-credit related changes in expected cash flows 267
Accretable yield as of December 31, 2016 3,177
Accretion recognized in earnings (594)
Reclassifications to nonaccretable differences (3)
Changes in accretable yield for non-credit related changes in expected cash flows (412)
Accretable yield as of December 31, 2017 $2,168
Finance Charge and Fee Reservesconsolidated financial statements.
We continue to accruecurrently have one partnership agreement that meets the definition of a collaborative agreement. We share a fixed percentage of revenues, consisting of finance charges and late fees, onwith the partner, and the partner is required to reimburse us for a fixed percentage of credit losses incurred. Revenues and losses related to the partner’s credit card loans untilprogram and partnership agreement are reported on a net basis in our consolidated financial statements. Revenue sharing amounts attributable to the account is charged off. Our methodology for estimating the uncollectible portionpartner are recorded as an offset against total net revenue in our consolidated statements of billed finance charges and fees is consistent with the methodology we use to estimate the allowance for incurred principal losses on our credit card loan receivables. Total net revenueincome. Interest income was reduced by $1.4$1.0 billion, $1.1 billion and $732 million$1.0 billion in 2017, 2016December 31, 2021, 2020 and 2015,2019, respectively, for amounts earned by the estimated uncollectible amountpartner pursuant to the partnership agreement. The impact of billed finance chargesall of our loss sharing arrangements that are presented on a net basis is included in “Note 4—Allowance for Credit Losses and feesReserve for Unfunded Lending Commitments.”
Stock-Based Compensation
We are authorized to issue stock–based compensation to employees and related losses. The finance chargedirectors in various forms, primarily as restricted stock units (“RSUs”), performance share units and fee reserve,stock options. In addition, we also issue cash equity units and cash-settled restricted stock units which are not counted against the common shares reserved for issuance or available for issuance because they are settled in cash. 
For awards settled in shares, we generally recognize compensation expense on a straight-line basis over the award’s requisite service period based on the fair value of the award at the grant date. If an award settled in shares contains a performance condition with graded vesting, we recognize compensation expense using the accelerated attribution method. Equity units and restricted stock units that are cash-settled are accounted for as liability awards which results in quarterly expense fluctuations based on changes in our stock price through the date that the awards are settled. Awards to participants that are eligible for retirement or become eligible during the vesting period are expensed immediately or over the time period between the grant date and when the participant becomes retirement eligible, respectively. Stock-based compensation expense is included in salaries and associate benefits in the consolidated statements of income.
For RSUs and performance share units, the fair value of stock-based compensation used in determining compensation expense will generally equal the fair market value of our common stock on the date of grant. Stock-based compensation expense for equity classified stock options is based on the grant date fair value, which is recorded asestimated using a contra asset onBlack-Scholes option pricing model. Certain share-settled awards have discretionary vesting conditions which result in the remeasurement of these awards at fair value each reporting period and the potential for compensation expense to fluctuate with changes in our consolidated balance sheets, totaled $491 million and $402 million as of December 31, 2017 and 2016, respectively.stock price. See “Note 13—Stock-Based Compensation Plans” for additional details.
Loans Held for Sale
Loans that we intend to sell or for which we do not have the ability and intent to hold for the foreseeable future are classified as held for sale. Multifamily commercial real estate loans originated with the intent to sell to government-sponsored enterprises are accounted for under the fair value option. We hadelect the fair value option on these loans as part of our management of interest rate risk along with the corresponding forward sale commitments. Loan origination fees and direct loan origination costs are recognized as incurred and are reported in other non-interest income in the consolidated statements of income. Interest income is calculated based on the loan's stated rate of interest and is reported in interest income in the consolidated statements of income. Fair value adjustments are recorded in other non-interest income in the consolidated statements of income.
All other loans classified as held for sale are recorded at the lower of cost or fair value. Loan origination fees, direct loan origination costs and any discounts and premiums are deferred until the loan is sold and are then recognized as part of the total gain or loss on sale. The fair value of loans held for sale is determined on an aggregate portfolio basis for each loan type. Fair value adjustments are recorded in other non-interest income in the consolidated statements of $971 million and $1.0 billion as of December 31, 2017 and 2016, respectively. We also originatedincome.
If a loan is transferred from held for investment to held for sale, $8.4 billion, $7.6 billionthen on the transfer date, any decline in fair value related to credit is recorded as a charge-off and $6.4 billionany allowance for credit losses is reversed through our provision for credit losses. The loan is then reclassified to held for sale at its amortized cost at the date of conforming residential mortgagethe transfer. A valuation allowance is established, if needed, such that the loan held for sale is recorded at the lower of cost or fair value. Subsequent to transfer, we report write-downs or recoveries in fair value up to the carrying value at the date of transfer and realized gains or losses on loans held for sale in our consolidated statements of income as a component of other non-interest income. We calculate the gain or loss on loan sales as the difference between the proceeds received and commercial multifamily real estate loans in 2017, 2016 and 2015, respectively. We retained servicing on approximately 100%the carrying value of thesethe loans sold, in 2017, 2016 and 2015.net of the fair value of any residual interests retained.




162131Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Loans Acquired
All purchased loans, including loans transferred in a business combination, are initially recorded at fair value, which includes consideration of expected future losses, as of the date of the acquisition. To determine the fair value of loans at acquisition, we estimate discounted contractual cash flows due using an observable market rate of interest, when available, adjusted for factors that a market participant would consider in determining fair value. In determining fair value, contractual cash flows are adjusted to include prepayment estimates based upon historical payment trends, forecasted default rates and loss severities and other relevant factors. The difference between the fair value and the contractual cash flows is recorded as a loan premium or discount, which may relate to either credit or non-credit factors, at acquisition.
We account for purchased loans under the accounting guidance for purchased financial assets with credit deterioration when, at the time of purchase, the loans have experienced a more-than-insignificant deterioration in credit quality since origination. We refer to these loans which are accounted for under accounting guidance for purchased financial assets with more-than-insignificant deterioration in credit quality since origination as “PCD loans”.
We recognize an allowance for credit losses on purchased loans that have not experienced a more-than-insignificant deterioration in credit quality since origination at the time of purchase through earnings in a manner that is consistent with originated loans. The policies relating to the allowance for credit losses on loans is described below in the “Allowance for Credit Losses - Loans Held for Investment” section of this Note.
Loan Modifications and Restructurings
As part of our loss mitigation efforts, we may provide modifications to a borrower experiencing financial difficulty to improve long-term collectability of the loan and to avoid the need for foreclosure or repossession of collateral, if any. Our loan modifications typically include short-term payment deferrals, an extension of the loan term, a reduction in the interest rate, a reduction in the loan balance, or a combination of these concessions. A loan modification in which a concession is granted to a borrower experiencing financial difficulty is accounted for and reported as a troubled debt restructuring (“TDR”). See “Note 3—Loans” for additional information on our loan modifications and restructurings, including those in response to the COVID-19 pandemic.
Delinquent and Nonperforming Loans
The entire balance of a loan is considered contractually delinquent if the minimum required payment is not received by the first statement cycle date equal to or following the due date specified on the customer’s billing statement. Delinquency is reported on loans that are 30 or more days past due. Interest and fees continue to accrue on past due loans until the date the loan is placed on nonaccrual status, if applicable. For loan modifications, delinquency and nonaccrual status are reported in accordance with the revised terms of the loans. We generally place loans on nonaccrual status when we believe the collectability of interest and principal is not reasonably assured.
Nonperforming loans generally include loans that have been placed on nonaccrual status. Loans classified as held for sale are excluded from nonperforming classification consideration.
Our policies for classifying loans as nonperforming, by loan category, are as follows:
Credit card loans: As permitted by regulatory guidance issued by the Federal Financial Institutions Examination Council (“FFIEC”), our policy is generally to exempt credit card loans from being classified as nonperforming, as these loans are generally charged off in the period the account becomes 180 days past due. Consistent with industry conventions, we generally continue to accrue interest and fees on delinquent credit card loans until the loans are charged off.
Consumer banking loans: We classify consumer banking loans as nonperforming when we determine that the collectability of all interest and principal on the loan is not reasonably assured, generally when the loan becomes 90 days past due.
Commercial banking loans: We classify commercial banking loans as nonperforming as of the date we determine that the collectability of all interest and principal on the loan is not reasonably assured.
NOTE 5—ALLOWANCE FOR LOAN AND LEASE LOSSES AND RESERVE FOR UNFUNDED LENDING COMMITMENTS132Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Modified loans and troubled debt restructurings: Modified loans, including TDRs, that are current at the time of the restructuring remain in accrual status if there is demonstrated performance prior to the restructuring and continued performance under the modified terms is expected. Otherwise, the modified loan is classified as nonperforming.
Interest and fees accrued but not collected at the date a loan is placed on nonaccrual status are reversed against earnings. In addition, the amortization of deferred loan fees, costs, premiums and discounts is suspended. Interest and fee income are subsequently recognized only upon the receipt of cash payments. However, if there is doubt regarding the ultimate collectability of loan principal, cash received is generally applied against the principal balance of the loan. Nonaccrual loans are generally returned to accrual status when all principal and interest is current and repayment of the remaining contractual principal and interest is reasonably assured, or when the loan is both well-secured and in the process of collection and collectability is no longer doubtful.
Charge-Offs
We charge off loans when we determine that the loan is uncollectible. The amortized cost basis, excluding accrued interest, is charged off as a reduction to the allowance for credit losses based on the time frames presented below. Accrued interest on loans other than credit card loans determined to be uncollectible is reversed as a reduction of interest income when the loan is classified as nonperforming. For credit card loans, accrued interest is charged off simultaneously with the charge off of other components of amortized cost and as a reduction of interest income. When received, recoveries of previously charged off amounts are recorded as an increase to the allowance for credit losses (see the “Allowance for Credit Losses - Loans Held for Investment” section of this Note for information on how we account for expected recoveries). Costs to recover charged off loans are recorded as collection expense and included in our consolidated statements of income as a component of other non-interest expense as incurred. Our charge-off time frames by loan type are presented below.
Credit card loans: We generally charge off credit card loans in the period the account becomes 180 days past due. We charge off delinquent credit card loans for which revolving privileges have been revoked as part of loan workout when the account becomes 120 days past due. Credit card loans in bankruptcy are generally charged off by the end of the month following 30 days after the receipt of a complete bankruptcy notification from the bankruptcy court. Credit card loans of deceased account holders are generally charged off 5 days after receipt of notification.
Consumer banking loans: We generally charge off consumer banking loans at the earlier of the date when the account is a specified number of days past due or upon repossession of the underlying collateral. Our charge-off period for auto loans is 120 days past due. Small business banking loans generally charge off at 120 days past due based on the date the amortized cost basis is deemed uncollectible. Auto loans that have not been previously charged off where the borrower has filed for bankruptcy and the loan has not been reaffirmed charge off in the period that the loan is 60 days from the bankruptcy notification date, regardless of delinquency status. Auto loans that have not been previously charged off and have been discharged under Chapter 7 bankruptcy are charged off at the end of the month in which the bankruptcy discharge occurs. Remaining consumer loans generally are charged off within 40 days of receipt of notification from the bankruptcy court. Consumer loans of deceased account holders are charged off by the end of the month following 60 days of receipt of notification.
Commercial banking loans: We charge off commercial loans in the period we determine that the amortized cost basis is uncollectible.
Allowance for Credit Losses - Loans Held for Investment
We maintain an allowance for credit losses (“allowance”) that represents management’s current estimate of expected credit losses over the contractual terms of our loans held for investment. We measure the allowance on a quarterly basis through consideration of past events, including historical experience, current conditions and reasonable and supportable forecasts.
We measure current expected credit losses over the contractual terms of our loans. The contractual terms are adjusted for expected prepayments but are not extended for renewals or extensions, except when an extension or renewal arises from a borrower option that is not unconditionally cancellable or through a TDR that is reasonably expected to occur.
133Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
We aggregate loans sharing similar risk characteristics into pools for purposes of measuring expected credit losses. Pools are reassessed periodically to confirm that all loans within each pool continue to share similar risk characteristics. Expected credit losses for loans that do not share similar risk characteristics with other financial assets are measured individually.
Expected recoveries of amounts previously charged off or expected to be charged off are recognized within the allowance, with a corresponding reduction to our provision for credit losses. At times expected recoveries may result in a negative allowance. We limit the allowance recovery expectations to amounts previously charged off and expected to be charged off. Charge-offs of uncollectible amounts result in a reduction to the allowance and recoveries of previously charged off amounts result in an increase to the allowance.
When developing an estimate of expected credit losses, we use both quantitative and qualitative methods in considering all available information relevant to assessing collectability. This may include internal information, external information, or a combination of both relating to past events, current conditions, and reasonable and supportable forecasts. Significant judgment is applied to the development and duration of reasonable and supportable forecasts used in our estimation of lifetime losses. We estimate expected credit losses over the duration of those forecasts and then revert, on a rational and systematic basis, to historical losses at each relevant loss component of the estimate. Expected losses for contractual terms extending beyond the reasonable and supportable forecast and reversion periods are based on those historical losses.
Management will consider and may qualitatively adjust for conditions, changes and trends in loan portfolios that may not be captured in modeled results. These adjustments are referred to as qualitative factors and represent management’s judgment of the imprecision and risks inherent in the processes and assumptions used in establishing the allowance for credit losses. Management’s judgment may involve an assessment of current and forward-looking conditions including but not limited to changes in lending policies and procedures, nature and volume of the portfolio, external factors, and uncertainty as it relates to economic, model or forecast risks, where not already captured in the modeled results.
Expected credit losses for collateral-dependent loans are based on the fair value of the underlying collateral. When we intend to liquidate the collateral, the fair value of the collateral is adjusted for expected costs to sell. A loan is deemed to be a collateral-dependent loan when (i) we determine foreclosure or repossession of the underlying collateral is probable, or (ii) foreclosure or repossession is not probable, but the borrower is experiencing financial difficulty and we expect repayment to be provided substantially through the operation or sale of the collateral. The allowance for a collateral-dependent loan reflects the difference between the loan’s amortized cost basis and the fair value (less selling costs, where applicable) of the loan's underlying collateral.
Our credit card and consumer banking loan portfolios consist of smaller-balance, homogeneous loans. The consumer banking loan portfolio is divided into two primary portfolio segments: auto loans and retail banking loans. The credit card and consumer banking loan portfolios are further divided by our business units into groups based on common risk characteristics, such as origination year, contract type, interest rate, borrower credit score and geography. The commercial banking loan portfolio is primarily composed of larger-balance, non-homogeneous loans. These loans are subject to reviews that result in internal risk ratings. In assessing the risk rating of a particular commercial banking loan, among the factors we consider are the financial condition of the borrower, geography, collateral performance, historical loss experience and industry-specific information that management believes is relevant in determining and measuring expected credit losses. Subjective assessment and interpretation are involved. Emphasizing one factor over another or considering additional factors could impact the risk rating assigned to that commercial banking loan.
For consumer banking and commercial banking loans, the contractual period typically does not include renewals or extensions because the renewals and extensions are generally not at the borrower’s exclusive option to exercise. Management has determined that the undrawn credit exposure that is associated with our credit card loans is unconditionally cancellable. For this reason, expected credit losses are measured based on the drawn balance at each quarterly measurement date, but not on the undrawn exposure. Because credit card loans do not have a defined contractual life, management estimates both the volume and application of payments to determine a contractual life of the drawn balance at the measurement date over which expected credit losses are developed for credit card loans.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
With the exception of credit card loans, we have made a policy election to not measure an allowance on accrued interest for loans held for investment because we reverse uncollectible accrued interest in a timely manner. See the “Delinquent and Nonperforming Loans” and “Charge-Offs - Loans” sections of this Note for information on what we consider timely. For credit card loans, we do not make this election, as we reserve for uncollectible accrued interest relating to credit card loans in the allowance.
The allowance related to credit card and consumer banking loans assessed on a pooled basis is based on a modeled calculation, which is supplemented by management judgment as described above. Because of the homogeneous nature of our consumer loan portfolios, the allowance is based on the aggregated portfolio segment evaluations. The allowance is established through a process that begins with estimates of historical losses in each pool based upon various statistical analyses, with adjustments for current conditions and reasonable and supportable forecasts of conditions, which includes expected economic conditions. Loss forecast models are utilized to estimate expected credit losses and consider several portfolio indicators including, but not limited to, expected economic conditions, historical loss experience, account seasoning, the value of collateral underlying secured loans, estimated foreclosures or defaults based on observable trends, delinquencies, bankruptcy filings, unemployment, borrower credit scores and general business trends. Management believes these factors are relevant in estimating expected credit losses and also considers an evaluation of overall portfolio credit quality based on indicators such as changes in our credit evaluation, underwriting and collection management policies, the effect of other external factors such as competition and legal and regulatory requirements, general economic conditions and business trends, and uncertainties in forecasting and modeling techniques used in estimating our allowance.
The allowance related to commercial banking loans assessed on a pooled basis is based on our historical loss experience for loans with similar risk characteristics and consideration of the current credit quality of the portfolio, which is supplemented by management judgment as described above. These are adjusted for current conditions, and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels. We apply internal risk ratings to commercial banking loans, which we use to assess credit quality and derive a total loss estimate based on an estimated probability of default (“default rate”) and loss given default (“loss severity”). Management may also apply judgment to adjust the loss factors derived, taking into consideration both quantitative and qualitative factors, including general economic conditions, industry-specific and geographic trends, portfolio concentrations, trends in internal credit quality indicators, and current and past underwriting standards that have occurred but are not yet reflected in the historical data underlying our loss estimates.
The allowance related to smaller-balance homogeneous credit card and consumer banking loans whose terms have been modified in a TDR is calculated on a pool basis using historical loss experience, adjusted for current conditions and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels for the respective class of assets. The allowance related to consumer banking loans that are assessed at a loan-level is determined based on key considerations that include the borrower’s overall financial condition, resources and payment history, prospects for support from financially responsible guarantors, and when applicable, the estimated realizable value of any collateral. The allowance related to commercial banking loans that are assessed at a loan-level is generally determined in accordance with our policy for estimating expected credit losses for collateral-dependent loans as described above.
Off-balance sheet credit exposures
In addition to the allowance, we also measure expected credit losses related to unfunded lending commitments that are not unconditionally cancellable in our Commercial Banking business. This reserve is measured using the same measurement objectives as the allowance for loans held for investment and is recorded within other liabilities on our consolidated balance sheets. These commitments are segregated by risk according to our internal risk rating scale, which we use to assess credit quality and derive an expected credit loss estimate. We assess these risk classifications, taking into consideration both quantitative and qualitative factors, including historical loss experience, adjusted for current conditions and reasonable and supportable forecasts of conditions likely to cause future losses which vary from historical levels, and utilization assumptions to estimate the reserve for unfunded lending commitments. Expected credit losses are not measured on unfunded lending commitments that are unconditionally cancellable, including all of our unfunded credit card and consumer banking lending commitments and certain of our unfunded commercial banking lending commitments.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Determining the appropriateness of the allowance and the reserve for unfunded lending commitments is complex and requires judgment by management about the effect of matters that are inherently uncertain. Subsequent evaluations of the loan portfolio, in light of the factors then prevailing, may result in significant changes in the reserve for unfunded lending commitments in future periods. See “Note 4—Allowance for Credit Losses and Reserve for Unfunded Lending Commitments” for additional information.
Securitization of Loans
Our loan securitization activities primarily involve the securitization of credit card and auto loans, which provides a source of funding for us. See “Note 5—Variable Interest Entities and Securitizations” for additional details. Loan securitization involves the transfer of a pool of loan receivables from our portfolio to a trust. The trust then sells undivided interests in the pool of loan receivables to third-party investors through the issuance of debt securities and transfers the proceeds from the debt issuance to us as consideration for the loan receivables transferred. The debt securities are collateralized by the loan receivables transferred from our portfolio. We remove loans from our consolidated balance sheets if securitizations qualify as sales to unconsolidated VIEs, recognize assets retained and liabilities assumed at fair value and record a gain or loss on the transferred loans. Alternatively, if the transfer does not qualify as a sale but instead is considered a secured borrowing, the assets will remain on our consolidated balance sheets with an offsetting liability recognized for the amount of proceeds received.
Premises, Equipment and Leases
Premises and Equipment
Premises and equipment, including leasehold improvements, are carried at cost less accumulated depreciation and amortization. Land is carried at cost. We capitalize direct costs incurred during the application development stage of internally developed software projects. Depreciation and amortization expenses are calculated using the straight-line method over the estimated useful lives of the assets. Useful lives for premises and equipment are estimated as follows:
Premises and EquipmentUseful Lives
Buildings and improvements5-39 years
Furniture and equipment3-10 years
Computer software3 years
Leasehold improvementsLesser of the useful life or the remaining lease term
Expenditures for maintenance and repairs are expensed as incurred and gains or losses upon disposition are recognized in our consolidated statements of income as realized. See “Note 7—Premises, Equipment and Leases” for additional information.
Leases
Lease classification is determined at inception for all lease transactions with an initial term greater than one year. Operating leases are included as right-of-use (“ROU”) assets within other assets, and operating lease liabilities are classified as other liabilities on our consolidated balance sheets. Finance leases are included in premises and equipment, and other borrowings on our consolidated balance sheets. Our operating lease expense is included in occupancy and equipment within non-interest expense in our consolidated statements of income. Lease expense for minimum lease payments are recognized on a straight-line basis over the lease term. See “Note 7—Premises, Equipment and Leases” for additional information.
Goodwill and Other Intangible Assets
Goodwill represents the excess of the acquisition price of an acquired business over the fair value of assets acquired and liabilities assumed and is assigned to one or more reporting units at the date of acquisition. A reporting unit is defined as an operating segment, or a business unit that is one level below an operating segment. We have 4 reporting units: Credit Card, Auto, Other Consumer Banking and Commercial Banking. Goodwill is not amortized but is tested for impairment at the reporting unit level annually or more frequently if adverse circumstances indicate that it is more likely than not that the carrying amount of a reporting unit exceeds its fair value. These indicators could include a sustained, significant decline in the
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Company’s stock price, a decline in expected future cash flows, significant disposition activity, a significant adverse change in the economic or business environment, and the testing for recoverability of a significant asset group, among others.
Intangible assets with finite useful lives are amortized on either an accelerated or straight-line basis over their estimated useful lives and are evaluated for impairment whenever events or changes in circumstances indicate the carrying amount of the assets may not be recoverable. See “Note 6—Goodwill and Other Intangible Assets” for additional information.
Mortgage Servicing Rights
Mortgage servicing rights (“MSRs”) are initially recorded at fair value when mortgage loans are sold or securitized in the secondary market and the right to service these loans is retained for a fee. Commercial MSRs are subsequently accounted for under the amortization method. We evaluate for impairment as of each reporting date and recognize any impairment in other non-interest income. See “Note 6—Goodwill and Other Intangible Assets” for additional information.
Foreclosed Property and Repossessed Assets
Foreclosed property and repossessed assets obtained through our lending activities typically include commercial real estate or personal property, such as automobiles, and are recorded at net realizable value. For foreclosed property and repossessed assets, we generally reclassify the loan to repossessed assets upon repossession of the property in satisfaction of the loan. Net realizable value is the estimated fair value of the underlying collateral less estimated selling costs and is based on appraisals, when available. Subsequent to initial recognition, foreclosed property and repossessed assets are recorded at the lower of our initial cost basis or net realizable value, which is routinely monitored and updated. Any changes in net realizable value and gains or losses realized from disposition of the property are recorded in other non-interest expense. See “Note 16—Fair Value Measurement” for details.
Restricted Equity Investments
We have investments in Federal Home Loan Bank (“FHLB”) stock and in Federal Reserve Bank stock. These investments, which are included in other assets on our consolidated balance sheets, are not marketable, are carried at cost, and are reviewed for impairment if there is any indicator of impairment.
Litigation
We establish reserves for litigation-related matters that arise from the ordinary course of our business activities when it is probable that a loss associated with a claim or proceeding has been incurred and the amount of the loss can be reasonably estimated. Professional service fees, including lawyers’ and experts’ fees, expected to be incurred in connection with a loss contingency are expensed as services are provided. See “Note 18—Commitments, Contingencies, Guarantees and Others” for additional information.
Customer Rewards Reserve
We offer products, primarily credit cards, which include programs that allow members to earn rewards based on account activity that can be redeemed for cash (primarily in the form of statement credits), gift cards, travel, or covering eligible charges. The amount of reward that a customer earns varies based on the terms and conditions of the rewards program and product.When rewards are earned by a customer, rewards expense is generally recorded as an offset to interchange income, with a corresponding increase to the customer rewards reserve. The customer rewards reserve is computed based on the estimated future cost of earned rewards that are expected to be redeemed and is reduced as rewards are redeemed. In estimating the customer rewards reserve, we consider historical redemption and spending behavior, as well as the terms and conditions of the current rewards programs, among other factors. We expect the vast majority of all rewards earned will eventually be redeemed. The customer rewards reserve, which is included in other liabilities on our consolidated balance sheets, totaled $6.2 billion and $5.4 billion as of December 31, 2021 and 2020, respectively.



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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Revenue Recognition
Interest Income and Fees
Interest income and fees on loans and investment securities are recognized based on the contractual provisions of the underlying arrangements.
Loan origination fees,costs,premiums and discounts on loans held for investment are deferred and generally amortized into interest income as yield adjustments over the contractual life and/or commitment period using the effective interest method. Costs deferred include, among other things, incentives paid to our network of auto dealers for loan referrals. In certain circumstances, we elect to factor prepayment estimates into the calculation of the constant effective yield necessary to apply the interest method. Prepayment estimates are based on historical prepayment data, existing and forecasted interest rates, and economic data. For credit card loans, loan origination fees and direct loan origination costs are amortized on a straight-line basis over a 12-month period.
Unamortized premiums, discounts and other basis adjustments on investment securities are generally recognized in interest income over the contractual lives of the securities using the effective interest method. However, premiums for certain callable investment securities are amortized to the earliest call date.
Finance charges and fees on credit card loans are recorded in revenue when earned and presented on our consolidated balance sheets within either loan receivables (if they have been billed to the customer) or interest receivable (if they have not yet been billed to the customer). Finance charges and fees on credit card loans are not recorded after the account is charged off. Annual membership fees are classified as service charges and other customer-related fees in our consolidated statements of income and are deferred and amortized into income over 12 months on a straight-line basis.
Interchange Income
Interchange income generally represents fees for standing ready to authorize and providing settlement on credit and debit card transactions processed through the MasterCard® (“MasterCard”) and Visa® (“Visa”) interchange networks. The levels and structure of interchange rates set by MasterCard and Visa can vary based on cardholder purchase volumes, among other factors. We recognize interchange income upon settlement. See “Note 17—Business Segments and Revenue from Contracts with Customers” for additional details.
Card Partnership Agreements
We have contractual agreements with certain retailers and other partners to provide lending and other services to mutual customers. We primarily issue private-label and cobrand credit card loans to these customers over the terms of the partnership agreements.
Certain partners assist in or perform marketing activities on our behalf and promote our products and services to their customers. As compensation for providing these services, we often pay royalties, bounties or other special bonuses to these partners. Our payments to partners are generally recorded as reductions of revenue or as marketing expenses, depending on their nature. Our credit card partnership agreements may also provide for profit or revenue sharing payments which are presented as a reduction of the related revenue line item(s) when owed to the partner.
When a partner agrees to share a portion of the credit losses associated with the partnership, we evaluate the contractual provisions for the loss share payments as well as applicable accounting guidance to determine whether to present the sharing of losses on a gross or net basis in our consolidated financial statements. When loss sharing amounts due from partners are presented on a net basis, they are recorded as a reduction to our provision for credit losses in our consolidated statements of income and reduce the charge-off amounts that we report. The allowance for credit losses attributable to these portfolios is also reduced by the expected reimbursements from these partners for loss sharing amounts. See “Note 4—Allowance for Credit Losses and Reserve for Unfunded Lending Commitments” for additional information related to our loss sharing arrangements.


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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Collaborative Arrangements
A collaborative arrangement is a contractual arrangement that involves a joint operating activity between two or more parties that are active participants in the activity. These parties are exposed to significant risks and rewards based upon the economic success of the joint operating activity. We assess each of our partnership agreements with profit, revenue or loss sharing payments to determine if a collaborative arrangement exists and, if so, how revenue generated from third parties, costs incurred and transactions between participants in the collaborative arrangement should be accounted for and reported on our consolidated financial statements.
We currently have one partnership agreement that meets the definition of a collaborative agreement. We share a fixed percentage of revenues, consisting of finance charges and late fees, with the partner, and the partner is required to reimburse us for a fixed percentage of credit losses incurred. Revenues and losses related to the partner’s credit card program and partnership agreement are reported on a net basis in our consolidated financial statements. Revenue sharing amounts attributable to the partner are recorded as an offset against total net revenue in our consolidated statements of income. Interest income was reduced by $1.0 billion, $1.1 billion and $1.0 billion in December 31, 2021, 2020 and 2019, respectively, for amounts earned by the partner pursuant to the partnership agreement. The impact of all of our loss sharing arrangements that are presented on a net basis is included in “Note 4—Allowance for Credit Losses and Reserve for Unfunded Lending Commitments.”
Stock-Based Compensation
We are authorized to issue stock–based compensation to employees and directors in various forms, primarily as restricted stock units (“RSUs”), performance share units and stock options. In addition, we also issue cash equity units and cash-settled restricted stock units which are not counted against the common shares reserved for issuance or available for issuance because they are settled in cash. 
For awards settled in shares, we generally recognize compensation expense on a straight-line basis over the award’s requisite service period based on the fair value of the award at the grant date. If an award settled in shares contains a performance condition with graded vesting, we recognize compensation expense using the accelerated attribution method. Equity units and restricted stock units that are cash-settled are accounted for as liability awards which results in quarterly expense fluctuations based on changes in our stock price through the date that the awards are settled. Awards to participants that are eligible for retirement or become eligible during the vesting period are expensed immediately or over the time period between the grant date and when the participant becomes retirement eligible, respectively. Stock-based compensation expense is included in salaries and associate benefits in the consolidated statements of income.
For RSUs and performance share units, the fair value of stock-based compensation used in determining compensation expense will generally equal the fair market value of our common stock on the date of grant. Stock-based compensation expense for equity classified stock options is based on the grant date fair value, which is estimated using a Black-Scholes option pricing model. Certain share-settled awards have discretionary vesting conditions which result in the remeasurement of these awards at fair value each reporting period and the potential for compensation expense to fluctuate with changes in our stock price. See “Note 13—Stock-Based Compensation Plans” for additional details.
Marketing Expenses
Marketing expense includes the cost of our various promotional efforts to attract and retain customers such as advertising, promotional materials, and certain customer incentives, including spend-based bonuses. We expense marketing costs as incurred.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Income Taxes
We recognize the current and deferred tax consequences of all transactions that have been recognized in the financial statements using the provisions of the enacted tax laws. Current income tax expense represents our estimated taxes to be paid or refunded for the current period and includes income tax expense related to our uncertain tax positions, as well as tax-related interest and penalties. Deferred tax assets and liabilities are determined based on differences between the financial reporting and tax basis of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when the differences are expected to reverse. We record valuation allowances to reduce deferred tax assets to the amount that is more likely than not to be realized. We record the effect of remeasuring deferred tax assets and liabilities due to a change in tax rates or laws as a component of income tax expense related to continuing operations for the period in which the change is enacted. We subsequently release income tax effects stranded in AOCI using a portfolio approach. Income tax benefits are recognized when, based on their technical merits, they are more likely than not to be sustained upon examination. The amount recognized is the largest amount of benefit that is more likely than not to be realized upon settlement. See “Note 15—Income Taxes” for additional details.
Earnings Per Share
Earnings per share is calculated and reported under the “two-class” method. The “two-class” method is an earnings allocation method under which earnings per share is calculated for each class of common stock and participating security considering both dividends declared or accumulated and participation rights in undistributed earnings as if all such earnings had been distributed during the period. We have unvested share-based payment awards which have a right to receive non-forfeitable dividends, which are deemed to be participating securities.
We calculate basic earnings per share by dividing net income, after deducting dividends on preferred stock and participating securities as well as undistributed earnings allocated to participating securities, by the average number of common shares outstanding during the period, net of any treasury shares. We calculate diluted earnings per share in a similar manner after consideration of the potential dilutive effect of common stock equivalents on the average number of common shares outstanding during the period. Common stock equivalents include warrants, stock options, restricted stock awards and units, and performance share awards and units. Common stock equivalents are calculated based upon the treasury stock method using an average market price of common shares during the period. Dilution is not considered when a net loss is reported. Common stock equivalents that have an antidilutive effect are excluded from the computation of diluted earnings per share. See “Note 12—Earnings Per Common Share” for additional details.
Derivative Instruments and Hedging Activities
All derivative financial instruments, whether designated for hedge accounting or not, are reported at their fair value on our consolidated balance sheets as either assets or liabilities, with consideration of legally enforceable master netting agreements that allow us to net settle positive and negative positions and offset cash collateral with the same counterparty. We report net derivatives in a gain position, or derivative assets, on our consolidated balance sheets as a component of other assets. We report net derivatives in a loss position, or derivative liabilities, on our consolidated balance sheets as a component of other liabilities. See “Note 9—Derivative Instruments and Hedging Activities” for additional details.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Fair Value
Fair value, also referred to as an exit price, is defined as the price that would be received for an asset or paid to transfer a liability in an orderly transaction between market participants on the measurement date. The fair value accounting guidance provides a three-level fair value hierarchy for classifying financial instruments. This hierarchy is based on whether the inputs to the valuation techniques used to measure fair value are observable or unobservable. Fair value measurement of a financial asset or liability is assigned to a level based on the lowest level of any input that is significant to the fair value measurement in its entirety. The three levels of the fair value hierarchy are described below:
Level 1:Valuation is based on quoted prices (unadjusted) in active markets for identical assets or liabilities.
Level 2:Valuation is based on observable market-based inputs other than Level 1 prices, such as quoted prices for similar assets or liabilities, quoted prices in markets that are not active, or other inputs that are observable or can be corroborated by observable market data for substantially the full term of the assets or liabilities.
Level 3:Valuation is generated from techniques that use significant assumptions not observable in the market. Valuation techniques include pricing models, discounted cash flow methodologies or similar techniques.
The accounting guidance for fair value requires that we maximize the use of observable inputs and minimize the use of unobservable inputs in determining fair value. The accounting guidance also provides for the irrevocable option to elect, on a contract-by-contract basis, to measure certain financial assets and liabilities at fair value at inception of the contract and record any subsequent changes to fair value in the consolidated statements of income. See “Note 16—Fair Value Measurement” for additional information.
Accounting for Acquisitions
We account for business combinations under the acquisition method of accounting. Under the acquisition method, tangible and intangible identifiable assets acquired, liabilities assumed and any noncontrolling interest in the acquiree are recorded at fair value as of the acquisition date, with limited exceptions. Transaction costs and costs to restructure the acquired company are expensed as incurred. Goodwill is recognized as the excess of the acquisition price over the estimated fair value of the identifiable net assets acquired. Likewise, if the fair value of the net assets acquired is greater than the acquisition price, a bargain purchase gain is recognized and recorded in other non-interest income.
If the acquired set of activities and assets do not meet the accounting definition of a business, the transaction is accounted for as an asset acquisition. In an asset acquisition, the assets acquired are recorded at the purchase price plus any transaction costs incurred and no goodwill is recognized.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Accounting Standards Adopted During the Twelve Months Ended December 31, 2021
StandardGuidanceAdoption Timing and Financial Statement Impacts
Income Tax Accounting Simplification
ASU No. 2019-12, Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes

Issued December 2019
Simplifies various aspects of the guidance on accounting for income taxes.We adopted this guidance in the first quarter of 2021 using the modified retrospective and prospective methods of adoption.

Our adoption of this standard did not have a material impact on our consolidated financial statements.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
NOTE 2—INVESTMENT SECURITIES
Our investment securities portfolio consists of the following: U.S. government-sponsored enterprise or agency (“Agency”) and non-agency residential mortgage-backed securities (“RMBS”), Agency commercial mortgage-backed securities (“CMBS”), U.S. Treasury securities and other securities. Agency securities include Government National Mortgage Association (“Ginnie Mae”) guaranteed securities, Federal National Mortgage Association (“Fannie Mae”) and Federal Home Loan Mortgage Corporation (“Freddie Mac”) issued securities. The carrying value of our investments in Agency and U.S. Treasury securities represented 96% of our total investment securities portfolio as of both December 31, 2021 and 2020.
The table below presents the amortized cost, allowance for credit losses, gross unrealized gains and losses, and fair value aggregated by major security type as of December 31, 2021 and 2020. Accrued interest receivable of $207 million and $230 million as of December 31, 2021 and 2020, respectively, is not included in the table below.
Table 2.1: Investment Securities Available for Sale
December 31, 2021
(Dollars in millions)Amortized
Cost
Allowance
 for Credit
 Losses
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Investment securities available for sale:
U.S. Treasury securities$9,419 $0 $23 $0 $9,442 
RMBS:
Agency72,593 0 958 (931)72,620 
Non-agency792 (1)205 0 996 
Total RMBS73,385 (1)1,163 (931)73,616 
Agency CMBS9,237 0 195 (63)9,369 
Other securities(1)
2,830 0 6 (2)2,834 
Total investment securities available for sale$94,871 $(1)$1,387 $(996)$95,261 
 December 31, 2020
(Dollars in millions)Amortized
Cost
Allowance
 for Credit
 Losses
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Investment securities available for sale:
U.S. Treasury securities$9,302 $$16 $$9,318 
RMBS:
Agency73,248 2,326 (108)75,466 
Non-agency1,035 (1)204 (1)1,237 
Total RMBS74,283 (1)2,530 (109)76,703 
Agency CMBS11,298 448 (11)11,735 
Other securities(1)
2,686 2,689 
Total investment securities available for sale$97,569 $(1)$2,997 $(120)$100,445 
__________    
(1)Includes $2.0 billion and $1.8 billion of asset-backed securities (“ABS”) as of December 31, 2021, and 2020, respectively. The remaining amount is primarily comprised of supranational bonds and foreign government bonds.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Investment Securities in a Gross Unrealized Loss Position
The table below provides the gross unrealized losses and fair value of our securities available for sale aggregated by major security type and the length of time that individual securities have been in a continuous unrealized loss position as of December 31, 2021 and 2020. The amounts include securities available for sale without an allowance for credit losses.
Table 2.2: Securities in a Gross Unrealized Loss Position
December 31, 2021
Less than 12 Months12 Months or LongerTotal
(Dollars in millions)Fair ValueGross
Unrealized
Losses
Fair ValueGross
Unrealized
Losses
Fair ValueGross
Unrealized
Losses
Investment securities available for sale without an allowance for credit losses:
RMBS:
Agency$37,492 $(632)$8,606 $(299)$46,098 $(931)
Non-agency3 0 1 0 4 0 
Total RMBS37,495 (632)8,607 (299)46,102 (931)
Agency CMBS2,999 (36)803 (27)3,802 (63)
Other securities(1)
1,207 (2)0 0 1,207 (2)
Total investment securities available for sale in a gross unrealized loss position without an allowance for credit losses(2)
$41,701 $(670)$9,410 $(326)$51,111 $(996)
December 31, 2020
Less than 12 Months12 Months or LongerTotal
(Dollars in millions)Fair ValueGross
Unrealized
Losses
Fair ValueGross
Unrealized
Losses
Fair ValueGross
Unrealized
Losses
Investment securities available for sale without an allowance for credit losses:
RMBS:
Agency$7,424 $(57)$1,791 $(51)$9,215 $(108)
Non-agency12 12 
Total RMBS7,436 (57)1,791 (51)9,227 (108)
Agency CMBS1,545 (7)267 (4)1,812 (11)
Other securities(1)
114 115 
Total investment securities available for sale in a gross unrealized loss position without an allowance for credit losses(2)
$9,095 $(64)$2,059 $(55)$11,154 $(119)
__________
(1)    Includes primarily ABS, foreign government bonds, and supranational bonds.
(2)    Consists of approximately 740 and 320 securities in gross unrealized loss positions as of December 31, 2021 and 2020, respectively.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Maturities and Yields of Investment Securities
The table below summarizes, as of December 31, 2021, the fair value of our investment securities by major security type and contractual maturity as well as the total fair value, amortized cost and weighted-average yields of our investment securities by contractual maturity. Because borrowers may have the right to call or prepay certain obligations, the expected maturities of our securities are likely to differ from the scheduled contractual maturities presented below. The weighted-average yield below represents the effective yield for the investment securities and is calculated based on the amortized cost of each security.
Table 2.3: Contractual Maturities and Weighted-Average Yields of Securities
December 31, 2021
(Dollars in millions)Due in
1 Year or Less
Due > 1 Year
through
5 Years
Due > 5 Years
through
10 Years
Due > 10 YearsTotal
Fair value of securities available for sale:
U.S. Treasury securities$5,098 $4,344 $0 $0 $9,442 
RMBS(1):
Agency0 132 1,124 71,364 72,620 
Non-agency0 0 0 996 996 
Total RMBS0 132 1,124 72,360 73,616 
Agency CMBS(1)
630 2,427 3,990 2,322 9,369 
Other securities416 2,098 320 0 2,834 
Total securities available for sale$6,144 $9,001 $5,434 $74,682 $95,261 
Amortized cost of securities available for sale$6,140 $8,965 $5,342 $74,424 $94,871 
Weighted-average yield for securities available for sale0.31 %0.90 %1.86 %1.73 %1.57 %
__________
(1)As of December 31, 2021, the weighted-average expected maturities of RMBS and Agency CMBS were both 5.4 years.
Net Securities Gains or Losses and Proceeds from Sales
The following table presents the gross realized gains or losses and proceeds from the sale of securities available for sale for the years ended December 31, 2021, 2020 and 2019.
Table 2.4: Realized Gains and Losses on Securities
 Year Ended December 31,
(Dollars in millions)202120202019
Realized gains (losses):
Gross realized gains$10 $25 $44 
Gross realized losses(8)(18)
Net realized gains$2 $25 $26 
Total proceeds from sales$2,776 $812 $4,780 
Securities Pledged and Received
We pledged investment securities totaling $20.8 billion and $16.5 billion as of December 31, 2021 and 2020, respectively. These securities are primarily pledged to secure Public Funds deposits and FHLB advances, as well as for other purposes as required or permitted by law. We accepted pledges of securities with a fair value of approximately $1 million as of both December 31, 2021 and 2020, related to our derivative transactions.
145Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
NOTE 3—LOANS
Our loan portfolio consists of loans held for investment, including loans held in our consolidated trusts, and lease losses represents management’s best estimateloans held for sale. We further divide our loans held for investment into three portfolio segments: credit card, consumer banking and commercial banking. Credit card loans consist of incurred loandomestic and lease losses inherentinternational credit card loans. Consumer banking loans consist of auto and retail banking loans. Commercial banking loans consist of commercial and multifamily real estate as well as commercial and industrial loans. The information presented in this section excludes loans held for sale, which are carried at either fair value (if we elect the fair value option) or at the lower of cost or fair value.
Accrued interest receivable of $1.2 billion as of both December 31, 2021 and 2020, is not included in the tables in this note. The table below presents the composition and aging analysis of our loans held for investment portfolio as of December 31, 2021 and 2020. The delinquency aging includes all past due loans, both performing and nonperforming.
Table 3.1: Loan Portfolio Composition and Aging Analysis
 December 31, 2021
Delinquent Loans
(Dollars in millions)Current30-59
Days
60-89
Days
> 90
Days
Total
Delinquent
Loans
Total
Loans
Credit Card:
Domestic credit card$106,312 $773 $528 $1,110 $2,411 $108,723 
International card businesses5,836 77 50 86 213 6,049 
Total credit card112,148 850 578 1,196 2,624 114,772 
Consumer Banking:
Auto72,221 2,385 933 240 3,558 75,779 
Retail banking1,807 35 7 18 60 1,867 
Total consumer banking74,028 2,420 940 258 3,618 77,646 
Commercial Banking:
Commercial and multifamily real estate35,100 92 35 35 162 35,262 
Commercial and industrial49,379 139 103 39 281 49,660 
Total commercial banking84,479 231 138 74 443 84,922 
Total loans(1)
$270,655 $3,501 $1,656 $1,528 $6,685 $277,340 
% of Total loans97.59 %1.26 %0.60 %0.55 %2.41 %100.00 %
146Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
December 31, 2020
Delinquent Loans
(Dollars in millions)Current30-59
Days
60-89
Days
> 90
Days
Total
Delinquent
Loans
Total
Loans
Credit Card:
Domestic credit card$96,116 $755 $464 $1,169 $2,388 $98,504 
International card businesses8,218 90 58 86 234 8,452 
Total credit card104,334 845 522 1,255 2,622 106,956 
Consumer Banking:
Auto62,381 2,252 907 222 3,381 65,762 
Retail banking3,064 28 19 15 62 3,126 
Total consumer banking65,445 2,280 926 237 3,443 68,888 
Commercial Banking:
Commercial and multifamily real estate30,340 136 22 183 341 30,681 
Commercial and industrial44,941 69 15 74 158 45,099 
Total commercial banking75,281 205 37 257 499 75,780 
Total loans(1)
$245,060 $3,330 $1,485 $1,749 $6,564 $251,624 
% of Total loans97.39 %1.32 %0.59 %0.70 %2.61 %100.00 %
__________
(1)Loans include unamortized premiums and discounts, and unamortized deferred fees and costs totaling $1.4 billionand $1.1 billion as of December 31, 2021 and 2020, respectively.
147Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
The following table presents our loans held for investment that are 90 days or more past due that continue to accrue interest, loans that are classified as nonperforming and loans that are classified as nonperforming without an allowance as of December 31, 2021 and 2020. Nonperforming loans generally include loans that have been placed on nonaccrual status.
Table 3.2: 90+ Day Delinquent Loans Accruing Interest and Nonperforming Loans
December 31, 2021December 31, 2020
(Dollars in millions)
> 90 Days and Accruing
Nonperforming
Loans(1)
Nonperforming
 Loans Without an Allowance
> 90 Days and Accruing
Nonperforming
Loans(1)
Nonperforming
 Loans Without an Allowance
Credit Card:
Domestic credit card$1,110 N/A$0 $1,169 N/A$
International card businesses82 $10 0 82 $21 
Total credit card1,192 10 0 1,251 21 
Consumer Banking:
Auto0 344 0 294 
Retail banking0 47 4 30 
Total consumer banking0 391 4 324 
Commercial Banking:
Commercial and multifamily real estate3 383 268 51 200 184 
Commercial and industrial0 316 257 450 265 
Total commercial banking3 699 525 51 650 449 
Total$1,195 $1,100 $529 $1,302 $995 $449 
% of Total loans held for investment0.43 %0.40 %0.19 %0.52 %0.40 %0.18 %
__________
(1)We recognized interest income for loans classified as nonperforming of $43 million and $39 million for the years ended December 31, 2021, and 2020 respectively.
Credit Quality Indicators
We closely monitor economic conditions and loan performance trends to assess and manage our exposure to credit risk. We discuss these risks and our credit quality indicator for each portfolio segment below.
Credit Card
Our credit card loan portfolio is highly diversified across millions of accounts and numerous geographies without significant individual exposure. We therefore generally manage credit risk based on portfolios with common risk characteristics. The risk in our credit card loan portfolio correlates to broad economic trends, such as unemployment rates and and the U.S. Real Gross Domestic Product (“GDP”) Rate, as well as consumers’ financial condition, all of which can have a material effect on credit performance. The key indicator we assess in monitoring the credit quality and risk of our credit card loan portfolio is delinquency trends, including an analysis of loan migration between delinquency categories over time.
148Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
The table below presents our credit card portfolio by delinquency status as of December 31, 2021 and 2020.
Table 3.3: Credit Card Delinquency Status
December 31, 2021December 31, 2020
(Dollars in millions)Revolving LoansRevolving Loans Converted to TermTotalRevolving LoansRevolving Loans Converted to TermTotal
Credit Card:
Domestic credit card:
Current$105,985 $327 $106,312 $95,629 $487 $96,116 
30-59 days760 13 773 734 21 755 
60-89 days519 9 528 451 13 464 
Greater than 90 days1,100 10 1,110 1,155 14 1,169 
Total domestic credit card108,364 359 108,723 97,969 535 98,504 
International card businesses:
Current5,795 41 5,836 8,152 66 8,218 
30-59 days73 4 77 79 11 90 
60-89 days47 3 50 47 11 58 
Greater than 90 days82 4 86 76 10 86 
Total international card businesses5,997 52 6,049 8,354 98 8,452 
Total credit card$114,361 $411 $114,772 $106,323 $633 $106,956 
149Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Consumer Banking
Our consumer banking loan portfolio consists of auto and retail banking loans. Similar to our credit card loan portfolio, the risk in our consumer banking loan portfolio correlates to broad economic trends as well as consumers’ financial condition, all of which can have a material effect on credit performance. The key indicator we monitor when assessing the credit quality and risk of our auto loan portfolio is borrower credit scores as they measure the creditworthiness of borrowers. Delinquency trends are the key indicator we assess in monitoring the credit quality and risk of our retail banking loan portfolio.
The table below presents our consumer banking portfolio of loans held for investment by credit quality indicator as of December 31, 2021 and 2020. We present our auto loan portfolio by FICO scores at origination and our retail banking loan portfolio by delinquency status, which includes all past due loans, both performing and nonperforming.
Table 3.4: Consumer Banking Portfolio by Credit Quality Indicator
December 31, 2021
Term Loans by Vintage Year
(Dollars in millions)20212020201920182017PriorTotal Term LoansRevolving LoansRevolving Loans Converted to TermTotal
AutoAt origination FICO scores:(1)
Greater than 660$20,758 $8,630 $4,739 $2,394 $1,153 $301 $37,975 $0 $0 $37,975 
621-6607,456 3,721 2,109 1,084 537 157 15,064 0 0 15,064 
620 or below9,522 6,336 3,767 1,840 949 326 22,740 0 0 22,740 
Total auto37,736 18,687 10,615 5,318 2,639 784 75,779 0 0 75,779 
Retail banking—Delinquency status:
Current285 171 172 161 176 491 1,456 345 6 1,807 
30-59 days0 2 2 7 0 1 12 23 0 35 
60-89 days0 4 0 0 0 2 6 1 0 7 
Greater than 90 days0 1 0 1 1 9 12 4 2 18 
Total retail banking(2)
285 178 174 169 177 503 1,486 373 8 1,867 
Total consumer banking$38,021 $18,865 $10,789 $5,487 $2,816 $1,287 $77,265 $373 $8 $77,646 
150Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
December 31, 2020
Term Loans by Vintage Year
(Dollars in millions)20202019201820172016PriorTotal Term LoansRevolving LoansRevolving Loans Converted to TermTotal
AutoAt origination FICO scores:(1)
Greater than 660$13,352 $8,091 $4,675 $2,810 $1,168 $203 $30,299 $$$30,299 
621-6605,781 3,631 2,003 1,172 488 109 13,184 13,184 
620 or below9,550 6,298 3,317 1,985 886 243 22,279 22,279 
Total auto28,683 18,020 9,995 5,967 2,542 555 65,762 65,762 
Retail banking—Delinquency status:
Current1,041 233 206 222 167 537 2,406 651 3,064 
30-59 days12 15 28 
60-89 days10 19 
Greater than 90 days15 
Total retail banking(2)
1,041 233 214 224 175 547 2,434 683 3,126 
Total consumer banking$29,724 $18,253 $10,209 $6,191 $2,717 $1,102 $68,196 $683 $$68,888 
__________
(1)Amounts represent period-end loans held for investment in each credit score category. Auto credit scores generally represent average FICO scores obtained from three credit bureaus at the time of application and are not refreshed thereafter. Balances for which no credit score is available or the credit score is invalid are included in the 620 or below category.
(2)Includes PPP loans of $232 million and $919 million as of December 31, 2021 and 2020, respectively.
Commercial Banking
The key credit quality indicator for our commercial loan portfolios is our internal risk ratings. We assign internal risk ratings to loans based on relevant information about the ability of the borrowers to repay their debt. In determining the risk rating of a particular loan, some of the factors considered are the borrower’s current financial condition, historical and projected future credit performance, prospects for support from financially responsible guarantors, the estimated realizable value of any collateral and current economic trends. The scale based on our internal risk rating system is as follows:
Noncriticized: Loans that have not been designated as criticized, frequently referred to as “pass” loans.
Criticized performing: Loans in which the financial condition of the obligor is stressed, affecting earnings, cash flows or collateral values. The borrower currently has adequate capacity to meet near-term obligations; however, the stress, left unabated, may result in deterioration of the repayment prospects at some future date.
Criticized nonperforming: Loans that are not adequately protected by the current net worth and paying capacity of the obligor or the collateral pledged, if any. Loans classified as criticized nonperforming have a well-defined weakness, or weaknesses, which jeopardize the full repayment of the debt. These loans are characterized by the distinct possibility that we will sustain a credit loss if the deficiencies are not corrected and are generally placed on nonaccrual status.
We use our internal risk rating system for regulatory reporting, determining the frequency of credit exposure reviews, and evaluating and determining the allowance for credit losses for commercial loans. Generally, loans that are designated as criticized performing and criticized nonperforming are reviewed quarterly by management to determine if they are appropriately classified/rated and whether any impairment exists. Noncriticized loans are also generally reviewed, at least annually, to determine the appropriate risk rating. In addition, we evaluate the risk rating during the renewal process of any loan or if a loan becomes past due.
151Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
The following table presents our commercial banking portfolio of loans held for investment by internal risk ratings as of December 31, 2021 and 2020. The internal risk rating status includes all past due loans, both performing and nonperforming.
Table 3.5: Commercial Banking Portfolio by Internal Risk Ratings
December 31, 2021
Term Loans by Vintage Year
(Dollars in millions)20212020201920182017PriorTotal Term LoansRevolving LoansRevolving Loans Converted to TermTotal
Internal risk rating:(1)
Commercial and multifamily real estate
Noncriticized$6,590 $2,924 $3,393 $2,401 $793 $3,538 $19,639 $12,286 $0 $31,925 
Criticized performing248 195 329 317 261 1,478 2,828 101 25 2,954 
Criticized nonperforming0 0 88 20 9 266 383 0 0 383 
Total commercial and multifamily real estate6,838 3,119 3,810 2,738 1,063 5,282 22,850 12,387 25 35,262 
Commercial and industrial
Noncriticized12,662 7,039 5,506 2,750 1,730 3,033 32,720 14,310 59 47,089 
Criticized performing279 188 838 207 120 167 1,799 456 0 2,255 
Criticized nonperforming32 52 85 93 6 10 278 38 0 316 
Total commercial and industrial12,973 7,279 6,429 3,050 1,856 3,210 34,797 14,804 59 49,660 
Total commercial banking(2)
$19,811 $10,398 $10,239 $5,788 $2,919 $8,492 $57,647 $27,191 $84 $84,922 
December 31, 2020
Term Loans by Vintage Year
(Dollars in millions)20202019201820172016PriorTotal Term LoansRevolving LoansRevolving Loans Converted to TermTotal
Internal risk rating:(1)
Commercial and multifamily real estate
Noncriticized$3,791 $4,932 $3,232 $1,437 $1,649 $4,904 $19,945 $7,114 $$27,059 
Criticized performing320 446 515 355 391 1,258 3,285 112 25 3,422 
Criticized nonperforming11 30 150 200 200 
Total commercial and multifamily real estate4,111 5,389 3,777 1,798 2,043 6,312 23,430 7,226 25 30,681 
Commercial and industrial
Noncriticized9,761 7,890 4,043 2,717 1,832 3,034 29,277 11,548 80 40,905 
Criticized performing316 794 521 252 106 215 2,204 1,498 42 3,744 
Criticized nonperforming74 108 25 51 267 183 450 
Total commercial and industrial10,151 8,792 4,589 3,020 1,947 3,249 31,748 13,229 122 45,099 
Total commercial banking(2)
$14,262 $14,181 $8,366 $4,818 $3,990 $9,561 $55,178 $20,455 $147 $75,780 
__________
(1)Criticized exposures correspond to the “Special Mention,” “Substandard” and “Doubtful” asset categories defined by bank regulatory authorities.
(2)Includes PPP loans of $102 million and $238 million as of December 31, 2021 and 2020, respectively.


152Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Troubled Debt Restructurings
Additional guidance issued by the Federal Banking Agencies and contained in the Coronavirus Aid, Relief, and Economic Security Act provided banking organizations with troubled debt restructurings (“TDRs”) relief for modifications of current borrowers impacted by the COVID-19 pandemic. In adherence with the guidance, we assessed all loan modifications introduced to current borrowers in response to the COVID-19 pandemic, that would have been designated as TDRs under our existing policies, and followed guidance that any such eligible loan modifications made on a temporary and good faith basis are not considered TDRs. We consider the impact of all loan modifications, including those classified as TDRs and those offered in response to the COVID-19 pandemic, when estimating the credit quality of our loan portfolio and establishing allowance levels. For our Commercial Banking customers, enrollment in a customer assistance program is also considered in the assignment of an internal risk rating.
Total recorded TDRs were $1.6 billion and $2.1 billion as of December 31, 2021 and 2020, respectively. TDRs classified as performing in our credit card and consumer banking loan portfolios totaled $1.1 billion and $1.3 billion as of December 31, 2021 and 2020, respectively. TDRs classified as performing in our commercial banking loan portfolio totaled $192 million and $442 million as of December 31, 2021 and 2020, respectively. Commitments to lend additional funds on loans modified in TDRs totaled $168 million and $173 million as of December 31, 2021 and 2020, respectively.
Loans Modified in TDRs
As part of our loan modification programs to borrowers experiencing financial difficulty, we may provide multiple concessions to minimize our economic loss and improve long-term loan performance and collectability. The following tables present the major modification types, amortized cost amounts and financial effects of loans modified in TDRs during the years ended December 31, 2021, 2020 and 2019.
Table 3.6: Troubled Debt Restructurings
Year Ended December 31, 2021
Reduced Interest RateTerm ExtensionBalance Reduction
(Dollars in millions)
Total Loans Modified(1)
% of TDR Activity(2)
Average Rate Reduction
% of TDR Activity(2)
Average Term Extension (Months)
% of TDR Activity(2)
Gross Balance Reduction
Credit Card:
Domestic credit card$154 100 %15.90 %0 %00 %$0 
International card businesses123 100 27.70 0 00 0 
Total credit card277 100 21.15 0 00 0 
Consumer Banking:
Auto371 43 8.72 93 40 1 
Retail banking3 13 2.94 30 420 0 
Total consumer banking374 42 8.70 93 40 1 
Commercial Banking:
Commercial and multifamily real estate49 21 1.19 85 110 0 
Commercial and industrial112 0 0.00 30 60 0 
Total commercial banking161 6 1.19 46 90 0 
Total$812 55 16.26 52 50 $1 
153Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Year Ended December 31, 2020
Reduced Interest RateTerm ExtensionBalance Reduction
(Dollars in millions)
Total Loans Modified(1)
% of TDR Activity(2)
Average Rate Reduction
% of TDR Activity(2)
Average Term Extension (Months)
% of TDR Activity(2)
Gross Balance Reduction
Credit Card:
Domestic credit card$243 100 %15.94 %%0%$
International card businesses168 100 27.38 0
Total credit card411 100 20.61 0
Consumer Banking:
Auto536 11 5.68 95 3
Retail banking11 10.86 20 8
Total consumer banking541 11 5.73 94 3
Commercial Banking:
Commercial and multifamily real estate98 0.00 86 5
Commercial and industrial439 0.14 52 21
Total commercial banking537 0.14 58 17
Total$1,489 33 18.06 55 8$
154Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
 Year Ended December 31, 2019
 Reduced Interest RateTerm ExtensionBalance Reduction
(Dollars in millions)
Total Loans Modified(1)
% of TDR Activity(2)
Average Rate Reduction
% of TDR Activity(2)
Average Term Extension (Months)
% of TDR Activity(2)
Gross Balance Reduction
Credit Card:
Domestic credit card$351 100 %16.60 %%0%$
International card businesses173 100 27.28 0
Total credit card524 100 20.12 0
Consumer Banking:
Auto268 39 3.63 90 7
Retail banking11 10.66 54 333 
Total consumer banking275 38 3.68 89 7
Commercial Banking:
Commercial and multifamily real estate39 87 0.00 13 1
Commercial and industrial159 0.33 20 8
Total commercial lending198 19 0.04 18 7
Small-ticket commercial real estate0.00 0
Total commercial banking199 19 0.04 18 7
Total$998 67 16.37 28 7$
__________
(1)Represents the amortized cost of total loans modified in TDRs at the end of the period in which they were modified. As not every modification type is included in the table above, the total percentage of TDR activity may not add up to 100%. Some loans may receive more than one type of concession as part of the modification.
(2)Due to multiple concessions granted to some troubled borrowers, percentages may total more than 100% for certain loan types.
155Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Subsequent Defaults of Completed TDR Modifications
The following table presents the type, number and amortized cost of loans modified in TDRs that experienced a default during the period and had completed a modification event in the twelve months prior to the default. A default occurs if the loan is either 90 days or more delinquent, has been charged off as of the end of the period presented or has been reclassified from accrual to nonaccrual status.
Table 3.7: TDRs—Subsequent Defaults
Year Ended December 31,
 202120202019
(Dollars in millions)Number of ContractsAmountNumber of ContractsAmountNumber of ContractsAmount
Credit Card:
Domestic credit card18,694 $35 32,639 $69 47,086 $99 
International card businesses58,914 87 58,363 87 69,470 110 
Total credit card77,608 122 91,002 156 116,556 209 
Consumer Banking:
Auto8,847 136 5,877 77 5,575 70 
Retail banking9 0 10 24 
Total consumer banking8,856 136 5,887 78 5,599 72 
Commercial Banking:
Commercial and multifamily real estate1 50 50 
Commercial and industrial7 120 15 130 25 
Total commercial banking8 170 16 180 25 
Total86,472 $428 96,905 $414 122,156 $306 
Loans Pledged
In addition to our investment securities, we pledged loan collateral of $10.3 billion and $14.1 billion to secure our FHLB borrowing capacity of $19.7 billion and $19.6 billion as of December 31, 2021 and 2020, respectively. We also pledged loan collateral of $26.5 billion and $25.5 billion to secure our Federal Reserve Discount Window borrowing capacity of $19.6 billion and $20.0 billion as of December 31, 2021 and 2020, respectively. In addition to loans pledged, we have securitized a portion of our credit card and auto loan portfolios. See “Note 5—Variable Interest Entities and Securitizations” for additional information.
Loans Held for Sale
Our total loans held for sale was $5.9 billion and $2.7 billion as of December 31, 2021 and 2020, respectively. We originated for sale $9.1 billion, $10.0 billion and $9.0 billion of commercial multifamily real estate loans in 2021, 2020 and 2019, respectively, and retained servicing rights upon the sale of these loans.
156Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Revolving Loans Converted to Term Loans
For the years ended December 31, 2021 and 2020, we converted $223 million and $602 million of revolving loans to term loans, respectively, primarily in our domestic credit card and commercial banking loan portfolios.
157Capital One Financial Corporation (COF)


CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
NOTE 4—ALLOWANCE FOR CREDIT LOSSES AND RESERVE FOR UNFUNDED LENDING COMMITMENTS
In the first quarter of 2020, we adopted the CECL standard. Accordingly, our disclosures below reflect these adoption changes. Prior period presentation was not modified to conform to the current period presentation. See “Note 1--Summary of Significant Accounting Policies” for additional information.
Our allowance for credit losses represents management’s current estimate of expected credit losses over the contractual terms of our loans held for investment as of each balance sheet date. In additionExpected recoveries of amounts previously charged off or expected to be charged off are recognized within the allowance. Significant judgment is applied in our estimation of lifetime credit losses. When developing an estimate of expected credit losses, we use both quantitative and qualitative methods in considering all available information relevant to assessing collectability. This may include internal information, external information or a combination of both relating to past events, current conditions, and reasonable and supportable forecasts. Management will consider and may qualitatively adjust for conditions, changes and trends in loan portfolios that may not be captured in modeled results. These adjustments are referred to as qualitative factors and represent management’s judgment of the imprecision and risks inherent in the processes and assumptions used in establishing the allowance for loancredit losses.
For credit card loans, accrued interest is charged off simultaneously with the charge off of other components of amortized cost as a reduction of revenue. Total net revenue was reduced by $629 million and lease losses, we also estimate probable losses$1.1 billion in 2021 and 2020, respectively for finance charges and fees charged-off as uncollectible and by $1.4 billion in 2019 for the estimated uncollectible amount of billed finance charges and fees and related tolosses.
We have unfunded lending commitments suchin our Commercial Banking business that are not unconditionally cancellable by us and for which we estimate expected credit losses in establishing a reserve. This reserve is measured using the same measurement objectives as letters of credit, financial guarantees and binding unfunded loan commitments. The provisionthe allowance for losses onloans held for investment. We build or release the reserve for unfunded lending commitments is included inthrough the provision for credit losses in our consolidated statements of income, and the related reserve for unfunded lending commitments is included in other liabilities on our consolidated balance sheets.
See Note“Note 1—Summary of Significant Accounting PoliciesPolicies” for further discussion of the methodology and policy for determining our allowance for loan and leasecredit losses for each of our loan portfolio segments, as well as information on our reserve for unfunded lending commitments.
Allowance for Loan and LeaseCredit Losses and Reserve for Unfunded Lending Commitments Activity
The table below summarizes changes in the allowance for loan and leasecredit losses and reserve for unfunded lending commitments by portfolio segment for the years ended December 31, 2017, 20162021, 2020 and 2015.
Table 5.1: Allowance2019. Our allowance for Loancredit losses decreased by $4.1 billion to $11.4 billion as of December 31, 2021 from 2020, primarily driven by strong credit performance and Lease Losses and Reserve for Unfunded Lending Commitments Activity
(Dollars in millions) Credit Card Consumer
Banking
 Commercial Banking 
Other(1)
 Total
Allowance for loan and lease losses:          
Balance as of December 31, 2014 $3,204
 $779
 $395
 $5
 $4,383
Charge-offs (4,028) (1,082) (76) (7) (5,193)
Recoveries 1,110
 351
 29
 8
 1,498
Net charge-offs (2,918) (731) (47) 1
 (3,695)
Provision (benefit) for loan and lease losses 3,417
 819
 256
 (2) 4,490
Allowance build (release) for loan and lease losses 499
 88
 209
 (1) 795
Other changes(2)
 (49) 1
 0
 0
 (48)
Balance as of December 31, 2015 3,654
 868
 604
 4
 5,130
Reserve for unfunded lending commitments:          
Balance as of December 31, 2014 0
 7
 106
 0
 113
Provision for losses on unfunded lending commitments 0
 0
 46
 0
 46
Other changes(2)
 0
 0
 9
 0
 9
Balance as of December 31, 2015 0
 7
 161
 0
 168
Combined allowance and reserve as of December 31, 2015 $3,654
 $875
 $765
 $4
 $5,298
Allowance for loan and lease losses:          
Balance as of December 31, 2015 $3,654
 $868
 $604
 $4
 $5,130
Charge-offs (5,019) (1,226) (307) (3) (6,555)
Recoveries 1,066
 406
 15
 6
 1,493
Net charge-offs (3,953) (820) (292) 3
 (5,062)
Provision (benefit) for loan and lease losses 4,926
 1,055
 515
 (5) 6,491
Allowance build (release) for loan and lease losses 973
 235
 223
 (2) 1,429
Other changes(2)
 (21) (1) (34) 0
 (56)
Balance as of December 31, 2016 4,606
 1,102
 793
 2
 6,503
Reserve for unfunded lending commitments:          
Balance as of December 31, 2015 0
 7
 161
 0
 168
Benefit for losses on unfunded lending commitments 0
 0
 (32) 0
 (32)
Balance as of December 31, 2016 0
 7
 129
 0
 136
Combined allowance and reserve as of December 31, 2016 $4,606
 $1,109
 $922
 $2
 $6,639
           

an improved economic outlook.
163158Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

(Dollars in millions) Credit Card Consumer
Banking
 Commercial Banking 
Other(1)
 Total
Allowance for loan and lease losses:          
Balance as of December 31, 2016 $4,606
 $1,102
 $793
 $2
 $6,503
Charge-offs (6,321) (1,677) (481) (34) (8,513)
Recoveries 1,267
 639
 16
 29
 1,951
Net charge-offs (5,054) (1,038) (465) (5) (6,562)
Provision for loan and lease losses 6,066
 1,180
 313
 4
 7,563
Allowance build (release) for loan and lease losses 1,012
 142
 (152) (1) 1,001
Other changes(2)
 30
 (2) (30) 0
 (2)
Balance as of December 31, 2017 5,648
 1,242
 611
 1
 7,502
Reserve for unfunded lending commitments:          
Balance as of December 31, 2016 0
 7
 129
 0
 136
Benefit for losses on unfunded lending commitments 0
 0
 (12) 0
 (12)
Balance as of December 31, 2017 0
 7
 117
 0
 124
Combined allowance and reserve as of December 31, 2017 $5,648
 $1,249
 $728
 $1
 $7,626
__________
(1)
Primarily consists of the legacy loan portfolio of our discontinued GreenPoint mortgage operations.
(2)
Represents foreign currency translation adjustments and the net impact of loan transfers and sales.
Components ofTable 4.1: Allowance for LoanCredit Losses and Lease Losses by Impairment Methodology
The table below presents the components of our allowanceReserve for loan and lease losses by portfolio segment and impairment methodology as of December 31, 2017 and 2016. See “Note 1—Summary of Significant Accounting Policies” for further discussion of allowance methodologies for each of the loan portfolios.
Table 5.2: Components of Allowance for Loan and Lease Losses by Impairment Methodology
  December 31, 2017
(Dollars in millions) 
Credit
Card
 Consumer Banking Commercial Banking Other Total
Allowance for loan and lease losses:          
Collectively evaluated $5,356
 $1,158
 $529
 $1
 $7,044
Asset-specific 292
 53
 76
 0
 421
PCI loans 0
 31
 6
 0
 37
Total allowance for loan and lease losses $5,648
 $1,242
 $611
 $1
 $7,502
Loans held for investment:          
Collectively evaluated $113,948
 $64,080
 $63,237
 $58
 $241,323
Asset-specific 812
 705
 858
 0
 2,375
PCI loans 2
 10,293
 480
 0
 10,775
Total loans held for investment $114,762
 $75,078
 $64,575
 $58
 $254,473
Allowance coverage ratio(1)
 4.92% 1.65% 0.95% 1.72% 2.95%

Unfunded Lending Commitments Activity
(Dollars in millions)Credit CardConsumer BankingCommercial BankingTotal
Allowance for credit losses:
Balance as of December 31, 2018$5,535 $1,048 $637 $7,220 
Charge-offs(6,711)(1,917)(181)(8,809)
Recoveries(1)
1,562 970 25 2,557 
Net charge-offs(5,149)(947)(156)(6,252)
Provision for loan and lease losses4,992 937 294 6,223 
Allowance build (release) for loan and lease losses(157)(10)138 (29)
Other changes(2)
17 17 
Balance as of December 31, 20195,395 1,038 775 7,208 
Reserve for unfunded lending commitments:
Balance as of December 31, 2018118 122 
Provision for losses on unfunded lending commitments12 13 
Balance as of December 31, 2019130 135 
Combined allowance and reserve as of December 31, 2019$5,395 $1,043 $905 $7,343 
Allowance for credit losses:
Balance as of December 31, 2019$5,395 $1,038 $775 $7,208 
Cumulative effects from adoption of the CECL standard2,241 502 102 2,845 
Finance charge and fee reserve reclassification(3)
462 462 
Balance as of January 1, 20208,098 1,540 877 10,515 
Charge-offs(5,749)(1,534)(394)(7,677)
Recoveries(1)
1,479 956 17 2,452 
Net charge-offs(4,270)(578)(377)(5,225)
Provision for credit losses7,327 1,753 1,158 10,238 
Allowance build for credit losses(4)
3,057 1,175 781 5,013 
Other changes(2)
36 36 
Balance as of December 31, 2020$11,191 $2,715 $1,658 $15,564 
Reserve for unfunded lending commitments:
Balance as of December 31, 2019130 135 
Cumulative effects from adoption of the CECL standard(5)42 37 
Balance as of January 1, 2020172 172 
Provision for losses on unfunded lending commitments23 23 
Balance as of December 31, 2020195 195 
Combined allowance and reserve as of December 31, 2020$11,191 $2,715 $1,853 $15,759 
Allowance for credit losses:
Balance as of December 31, 2020$11,191 $2,715 $1,658 $15,564 
Charge-offs(3,481)(1,211)(48)(4,740)
Recoveries(1)
1,525 935 46 2,506 
Net charge-offs(1,956)(276)(2)(2,234)
Provision (benefit) for credit losses(902)(521)(489)(1,912)
Allowance build (release) for credit losses(2,858)(797)(491)(4,146)
Other changes(5)
12 0 0 12 
Balance as of December 31, 20218,345 1,918 1,167 11,430 
Reserve for unfunded lending commitments:
164159Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

  December 31, 2016
(Dollars in millions) Credit
Card
 Consumer Banking Commercial Banking Other Total
Allowance for loan and lease losses:          
Collectively evaluated $4,367
 $1,016
 $622
 $2
 $6,007
Asset-specific 239
 57
 169
 0
 465
PCI loans 0
 29
 2
 0
 31
Total allowance for loan and lease losses $4,606
 $1,102
 $793
 $2
 $6,503
Loans held for investment:          
Collectively evaluated $104,835
 $57,862
 $64,794
 $64
 $227,555
Asset-specific 715
 736
 1,509
 0
 2,960
PCI loans 2
 14,456
 613
 0
 15,071
Total loans held for investment $105,552
 $73,054
 $66,916
 $64
 $245,586
Allowance coverage ratio(1)
 4.36% 1.51% 1.19% 3.13% 2.65%
__________
(Dollars in millions)Credit CardConsumer BankingCommercial BankingTotal
Balance as of December 31, 2020195 195 
Provision (benefit) for losses on unfunded lending commitments0 0 (30)(30)
Balance as of December 31, 20210 0 165 165 
Combined allowance and reserve as of December 31, 2021$8,345 $1,918 $1,332 $11,595 
(1)
Allowance coverage ratio is calculated by dividing the period-end allowance for loan and lease losses by period-end loans held for investment within the specified loan category.
__________
(1)The amount and timing of recoveries are impacted by our collection strategies, which are based on customer behavior and risk profile and include direct customer communications, repossession of collateral, the periodic sale of charged off loans as well as additional strategies, such as litigation.
(2)Represents foreign currency translation adjustments.
(3)Concurrent with our adoption of the CECL standard in the first quarter of 2020, we reclassified our finance charge and fee reserve to our allowance for credit losses, with a corresponding increase to credit card loans held for investment.
(4)Includes an allowance release of $327 million for a partnership credit card loan portfolio transferred to held for sale in the third quarter of 2020.
(5)Represents foreign currency translation adjustments and an initial allowance for purchased credit-deteriorated loans of $6 million.
Credit Card Partnership Loss Sharing Arrangements
We have certain credit card partnership arrangementsagreements that are presented within our consolidated financial statements on a net basis, in which our partner agrees to share a portion of the credit losses associated withon the partnership that qualify for net accounting treatment.underlying loan portfolio. The expected reimbursements from these partners which are netted against our allowance for credit losses. Our methodology for estimating reimbursements is consistent with the methodology we use to estimate the allowance for credit losses on our credit card loan and lease losses,receivables. These expected reimbursements result in reductions to net charge-offs and the provision for credit losses. See Note“Note 1—Summary of Significant Accounting PoliciesPolicies” for further discussion of our credit card partnership agreements.
The table below summarizes the changes in the estimated reimbursements from these partners for the years ended December 31, 2017, 20162021, 2020 and 2015.2019.
Table 5.3:4.2: Summary of Credit Card Partnership Loss Sharing Arrangements Impacts
Year Ended December 31,
(Dollars in millions)202120202019
Estimated reimbursements from partners, beginning of period(1)
$2,159 $2,166 $379 
Amounts due from partners which reduced net charge-offs(438)(959)(600)
Amounts expected to become due from (to) partners which reduced (increased) provision for credit losses(271)952 1,383 
Estimated reimbursements from partners, end of period$1,450 $2,159 $1,162 
__________
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Estimated reimbursements from loss sharing partners:      
Balance as of beginning of the period $228
 $194
 $143
Amounts charged to partners and impacting net charge-offs (285) (229) (189)
Amounts estimated to be charged to partners and impacting provision for credit losses 437
 263
 240
Balance as of end of the period $380
 $228
 $194

(1)Includes effects from adoption of the CECL standard in the first quarter of 2020.
165160Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 6—5—VARIABLE INTEREST ENTITIES AND SECURITIZATIONS
In the normal course of business, we enter into various types of transactions with entities that are considered to be VIEs.variable interest entities (“VIEs”). Our primary involvement with VIEs has beenis related to our securitization transactions in which we transferredtransfer assets from our balance sheet to securitization trusts. We have primarily securitizedsecuritize credit card and homeauto loans, which have provided a source of funding for us and enabled us to transfer a certain portion of the economic risk of the loans or related debt securities to third parties.
The entity that has a controlling financial interest in a VIE is referred to as the primary beneficiary and is required to consolidate the VIE. The majority of the VIEs in which we are involved have been consolidated in our financial statements.
Summary of Consolidated and Unconsolidated VIEs
The assets of our consolidated VIEs primarily consist of cash, credit card loan receivables and the related allowance for loan and leasecredit losses, which we report on our consolidated balance sheets under restricted cash for securitization investors, loans held in consolidated trusts and allowance for loan and leasecredit losses, respectively. The assets of a particular VIE are the primary source of fundingfunds to settle its obligations. Creditors of these VIEs typically do not have recourse to our general credit. Liabilities primarily consist of debt securities issued by the VIEs, which we report under securitized debt obligations.obligations on our consolidated balance sheets. For unconsolidated VIEs, we present the carrying amount of assets and liabilities reflected on our consolidated balance sheets and our maximum exposure to loss. Our maximum exposure to loss is estimated based on the unlikely event that all of the assets in the VIEs become worthless and we are required to meet ourthe maximum amount of any remaining funding obligations.
The tables below present a summary of certain VIEs in which we had continuing involvement or held a significant variable interest, aggregated based on VIEs with similar characteristics as of December 31, 20172021 and 2016.2020. We separately present information for consolidated and unconsolidated VIEs.
Table 6.1:5.1: Carrying Amount of Consolidated and Unconsolidated VIEs
  December 31, 2017
  Consolidated Unconsolidated
(Dollars in millions) 
Carrying
Amount
of Assets
 
Carrying
Amount of
Liabilities
 
Carrying
Amount
of Assets
 
Carrying
Amount of
Liabilities
 
Maximum 
Exposure to
Loss
Securitization-Related VIEs:          
Credit card loan securitizations(1)
 $34,976
 $20,651
 $0
 $0
 $0
Home loan securitizations 0
 0
 455
 390
 1,057
Total securitization-related VIEs 34,976
 20,651
 455
 390
 1,057
Other VIEs:(2)
          
Affordable housing entities 226
 10
 4,175
 1,284
 4,175
Entities that provide capital to low-income and rural communities 1,498
 129
 0
 0
 0
Other 0
 0
 318
 0
 318
Total other VIEs 1,724
 139
 4,493
 1,284
 4,493
Total VIEs $36,700
 $20,790
 $4,948
 $1,674
 $5,550



 December 31, 2021
 ConsolidatedUnconsolidated
(Dollars in millions)Carrying Amount of AssetsCarrying Amount of LiabilitiesCarrying Amount of AssetsCarrying Amount of LiabilitiesMaximum Exposure to Loss
Securitization-Related VIEs:(1)
Credit card loan securitizations(2)
$21,569 $13,016 $0 $0 $0 
Auto loan securitizations2,552 2,187 0 0 0 
Total securitization-related VIEs24,121 15,203 0 0 0 
Other VIEs:(3)
Affordable housing entities263 27 4,774 1,454 4,774 
Entities that provide capital to low-income and rural communities2,074 26 0 0 0 
Other0 0 383 0 383 
Total other VIEs2,337 53 5,157 1,454 5,157 
Total VIEs$26,458 $15,256 $5,157 $1,454 $5,157 
166161Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

 December 31, 2020
 ConsolidatedUnconsolidated
(Dollars in millions)Carrying Amount of AssetsCarrying Amount of LiabilitiesCarrying Amount of AssetsCarrying Amount of LiabilitiesMaximum Exposure to Loss
Securitization-Related VIEs:(1)
Credit card loan securitizations(2)
$22,066 $10,338 $$$
Auto loan securitizations2,360 2,055 
Total securitization-related VIEs24,426 12,393 
Other VIEs:(3)
Affordable housing entities242 17 4,602 1,240 4,602 
Entities that provide capital to low-income and rural communities1,951 26 
Other436 436 
Total other VIEs2,193 43 5,038 1,240 5,038 
Total VIEs$26,619 $12,436 $5,038 $1,240 $5,038 
__________
  December 31, 2016
  Consolidated Unconsolidated
(Dollars in millions) 
Carrying
Amount
of Assets
 
Carrying
Amount of
Liabilities
 
Carrying
Amount
of Assets
 
Carrying
Amount of
Liabilities
 
Maximum
Exposure to
Loss
Securitization-Related VIEs:          
Credit card loan securitizations(1)
 $33,550
 $19,662
 $0
 $0
 $0
Home loan securitizations 0
 0
 201
 27
 1,276
Total securitization-related VIEs 33,550
 19,662
 201
 27
 1,276
Other VIEs:(2)
          
Affordable housing entities 
 174
 9
 3,862
 1,093
 3,862
Entities that provide capital to low-income and rural communities 927
 127
 0
 0
 0
Other 0
 0
 187
 0
 187
Total other VIEs 1,101
 136
 4,049
 1,093
 4,049
Total VIEs $34,651
 $19,798
 $4,250
 $1,120
 $5,325
(1)Excludes insignificant VIEs from previously exited businesses.
__________
(2)Represents the carrying amount of assets and liabilities owned by the VIE, which includes the seller’s interest and repurchased notes held by other related parties.
(1)
(3)In certain investment structures, we consolidate a VIE which in turn holds as its primary asset an investment in an unconsolidated VIE. In these instances, we disclose the carrying amount of assets and liabilities on our consolidated balance sheets as unconsolidated VIEs to avoid duplicating our exposure, as the unconsolidated VIEs are generally the operating entities generating the exposure. The carrying amount of assets and liabilities included in the unconsolidated VIE columns above related to these investment structures were $2.2 billion of assets and $568 million of liabilities as of December 31, 2021, and $2.3 billion of assets and $596 million of liabilities as of December 31, 2020.
Represents the carrying amount of assets and liabilities owned by the VIE, which includes the seller’s interest and repurchased notes held by other related parties.
(2)
In certain investment structures, we consolidate a VIE which in turn holds as its primary asset an investment in an unconsolidated VIE. In these instances, we disclose the carrying amount of assets and liabilities on our consolidated balance sheets in the unconsolidated VIEs to avoid duplicating our exposure, as the unconsolidated VIEs are generally the operating entities generating the exposure. The carrying amount of assets and liabilities included in the unconsolidated VIE columns above related to these investment structures were $2.2 billion of assets and $901 million of liabilities as of December 31, 2017 and $1.9 billion of assets and $618 million of liabilities as of December 31, 2016.
Securitization-Related VIEs
In a securitization transaction, assets are transferred to a trust, which generally meets the definition of a VIE. We engage in securitization activities as an issuer and an investor. Our primary securitization issuance activity is in the form ofincludes credit card and auto securitizations, conducted through securitization trusts which we consolidate. Our continuing involvement in these securitization transactions mainly consists of acting as the primary servicer and holding certain retained interests.
We transfer residential homeIn our multifamily agency business, we originate multifamily commercial real estate loans and multifamily commercial loans that we originatetransfer them to the government-sponsored enterprises (“GSEs”) andwho may, in turn, securitize them. We retain the right torelated mortgage servicing rights (“MSRs”) and service the transferred loans pursuant to the guidelines set forth by the GSEs. Subsequent to such transfers, these loans are commonly securitized into RMBS or CMBS by the GSEs. We alsoAs an investor, we hold primarily RMBS, CMBS, and ABS in our investment securities portfolio, which represent an interestvariable interests in the respective securitization trusts employed in the transactions underfrom which those securities were issued. We do not consolidate the securitization trusts employed in these transactions as we do not have the power to direct the activities that most significantly impact the economic performance of these securitization trusts. Our maximum exposure to loss as a result of our involvement with these VIEs is the carrying value of MSRs and investment securities on our consolidated balance sheets. See “Note 7—Goodwill and Intangible Assets” for information related to our MSRs associated with these residential home loan and multifamily commercial loan securitizations and “Note 3—Investment Securities” for more information on the securities held in our investment securities portfolio. We exclude these VIEs from the tables within this note because we do not consider our continuing involvement with these VIEs to be significant;significant as we either invest in securities issued by the VIE and were not involved in the design of the VIE or no transfers have occurred between the VIE and us. Our maximum exposure to loss as a result of our involvement with these VIEs is the carrying value of the MSRs and investment securities on our consolidated balance sheets as well as our contractual obligations under loss sharing arrangements. See “Note 6—Goodwill and Other Intangible Assets” for information related to our MSRs associated with these securitizations and “Note 2—Investment Securities” for more information on the securities held in our investment securities portfolio. In addition, where we have certain lending arrangements in the normal course of business with entities that could be VIEs, we have also excluded these VIEs from the tables presented in this note. See Note 4—Loans“Note 3—Loans” for additional information regarding our lending arrangements in the normal course of business.
We also may have exposure associated with contractual obligations to repurchase previously transferred loans due to breaches of representations and warranties. See “Note 19—Commitments, Contingencies, Guarantees and Others” for information related to our mortgage representation and warranty exposure.

167162Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The table below presents our continuing involvement in certain securitization-related VIEs as of December 31, 20172021 and 2016.2020.
Table 6.2:5.2: Continuing Involvement in Securitization-Related VIEs
   Mortgage
(Dollars in millions) 
Credit
Card
 
Option-
ARM
 
GreenPoint
HELOCs
 
GreenPoint
Manufactured
Housing
(Dollars in millions)Credit CardAuto
December 31, 2017:        
December 31, 2021:December 31, 2021:
Securities held by third-party investorsSecurities held by third-party investors$12,808 $2,186 
Receivables in the trustsReceivables in the trusts22,454 2,418 
Cash balance of spread or reserve accountsCash balance of spread or reserve accounts0 13 
Retained interestsRetained interestsYesYes
Servicing retainedServicing retainedYesYes
December 31, 2020:December 31, 2020:
Securities held by third-party investors $20,010
 $1,224
 $42
 $508
Securities held by third-party investors$10,361 $2,053 
Receivables in the trust 35,667
 1,266
 35
 511
Receivables in the trust23,683 2,243 
Cash balance of spread or reserve accounts 0
 8
 N/A
 116
Cash balance of spread or reserve accounts10 
Retained interests Yes
 Yes
 Yes
 Yes
Retained interestsYesYes
Servicing retained Yes
 Yes
 No
 No
Servicing retainedYesYes
December 31, 2016:        
Securities held by third-party investors $18,826
 $1,499
 $56
 $697
Receivables in the trust 31,762
 1,549
 50
 702
Cash balance of spread or reserve accounts 0
 8
 N/A
 130
Retained interests Yes
 Yes
 Yes
 Yes
Servicing retained Yes
 Yes
 No
 No
Credit Card Securitizations
We securitize a portion of our credit card loans which provides a source of funding for us. Credit card securitizations involve the transfer of credit card receivables to securitization trusts. These trusts then issue debt securities collateralized by the transferred receivables to third-party investors. We hold certain retained interests in our credit card securitizations and continue to service the receivables in these trusts. As of both December 31, 2017 and 2016,We consolidate these trusts because we wereare deemed to be the primary beneficiary and accordingly, all of these trusts have been consolidated in our financial statements.
Mortgage Securitizations
Option-ARM Loans
We had previously securitized option-ARM loans by transferring these loans to securitization trusts that had issued mortgage-backed securities to investors. The outstanding balance of debt securities held by third-party investors related to these mortgage loan securitization trusts was $1.2 billion and $1.5 billion as of December 31, 2017 and 2016, respectively.
We continue to service a portion of the remaining mortgage loans in these securitizations. We also retain rights to future cash flows arising from these securitizations, the most significant being certificated interest-only bonds issued by the trusts. We generally estimate the fair value of these retained interests based on the estimated present value of expected future cash flows, using our best estimates of the key assumptions which include credit losses, prepayment speeds and discount rates commensurate with the risks involved. For the mortgage loans that we continue to service, we do not consolidate the related trusts because we do not have the right to receive benefits nor the obligation to absorb losses that could potentially be significant to the trusts. For the remaining trusts, for which we no longer service the underlying mortgage loans, we do not consolidate these entities since we do not have the power to direct the activities that most significantly impact the economic performance of the trusts.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

In connection with the securitization of certain option-ARM loans, a third party is obligated to advance a portion of any “negative amortization” resulting from monthly payments that are less than the interest accrued for that payment period. We have an agreement in place with the third party that mirrors this advance requirement. The amount advanced is tracked through mortgage-backed securities retained as part of the securitization transaction. As advances occur, we record an asset in the form of negative amortization bonds, which are held at fair value in other assets on our consolidated balance sheets. Our maximum exposure is affected by rate capstrusts, and monthly payment change caps, but the funding obligation cannot exceed the difference between the original loan balance multiplied by a preset negative amortization cap and the current unpaid principal balance. For the transactions where the negative amortization funding agreements have been terminated, incremental negative amortization is funded through the available cash flow in each transaction.
We have also entered into certain derivative contracts related to the securitization activities. These are classified as free-standing derivatives, with fair value adjustments recorded in non-interest income in our consolidated statements of income. See “Note 10—Derivative Instruments and Hedging Activities” for further details on these derivatives.
GreenPoint Mortgage Home Equity Lines of Credit (“HELOCs”)
Our discontinued wholesale mortgage banking unit, GreenPoint Mortgage Funding, Inc. (“GreenPoint”), previously sold HELOCs in whole loan sales that were subsequently securitized by third parties. GreenPoint acquired residual interests in certain of those securitization trusts. We do not consolidate these trusts because we either lack the power to direct the activities that most significantly impact the economic performance of the trusts or because we do not have the right to receive benefits or the obligation to absorb losses that could potentially be significant to the trusts. As
Auto Securitizations
Similar to our credit card securitizations, we securitize a portion of our auto loans which provides a source of funding for us. Auto securitization involves the residual interest holder, GreenPoint is requiredtransfer of auto loans to fund advances onsecuritization trusts. These trusts then issue debt securities collateralized by the HELOCs when certain performance triggers are met duetransferred loans to deterioration in asset performance. On behalf of GreenPoint, we have funded cumulative advances of $30 million as of both December 31, 2017 and 2016.third-party investors. We also have unfunded commitments of $4 million and $5 million related to those interests for our non-consolidated VIEs as of December 31, 2017 and 2016, respectively.
GreenPoint Credit Manufactured Housing
Prior to October 2017, we hadhold certain retained interests and obligations relatedcontinue to service the discontinued manufactured housing operations of GreenPoint Credit, LLC, a subsidiary of GreenPoint. Such discontinued operations, including the related recourse obligations, servicing rights andloans in these trusts. We consolidate these trusts because we are deemed to be the primary obligation to execute mandatory clean-up calls in certain securitization transactions were sold to a third party in 2004. These securitization trusts were not consolidated becausebeneficiary as we did not have the power to direct the activities that most significantly impact the economic performance of the trusts, as we did not service the loans.
The unpaid principal receivables balances of these manufactured housing securitization transactions were $511 million and $702 million as of December 31, 2017 and 2016, respectively. On October 10, 2017, we entered into an agreement with the third-party servicer under which we assumed the mandatory obligation to exercise the remaining clean-up calls as they become due on certain securitization transactions. As a result of this agreement, we recognized the loan receivables and a corresponding liability on our consolidated balance sheets. During November 2017, we entered into a forward sale agreement pursuant to which we will sell the underlying loans to a third-party purchaser as the clean-up calls are exercised. Accordingly, we classified these loan receivables as loans held for sale on our consolidated balance sheets. As of December 31, 2017, we had $283 million of these loan receivables on our consolidated balance sheets, along with a corresponding liability, which is included as a component of other debt.
We were required to fund letters of credit to cover losses on certain manufactured housing securitizations. We have the right to receive any funds remaining inbenefits or the letters of credit after the securities are released. The fair value of these letters of credit are included in other assets on our consolidated balance sheets and totaled $75 million and $85 million as of December 31, 2017 and 2016, respectively. We also have credit exposure on an agreement that we entered intoobligation to absorb a portion of the risk of loss on certain manufactured housing securitizations not subjectlosses that could potentially be significant to the funded letters of credit. Our expected future obligation under this agreement included in other liabilities on our consolidated balance sheets was $10 million and $8 million as of December 31, 2017 and 2016, respectively.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

trusts.
Other VIEs
Affordable Housing Entities
As part of our community reinvestment initiatives, we invest in private investment funds that make equity investments in multi-familymultifamily affordable housing properties. We receive affordable housing tax credits for these investments. The activities of these entities are financed with a combination of invested equity capital and debt. We account for certain of our investments in qualified affordable housing projects using the proportional amortization method if certain criteria are met. The proportional amortization method amortizes the cost of the investment over the period in which the investor expects to receive tax credits and other tax benefits, and the resulting amortization is recognized as a component of income tax expense attributable to continuing operations. For the years ended December 31, 20172021 and 2016,2020, we recognized amortization of $582$633 million and $393$556 million, respectively, and tax credits of $504$644 million and $444$607 million, respectively, associated with these investments within income tax provision. The carrying value of our equity investments in these qualified affordable housing projects was $3.9$4.7 billion and $3.8$4.5 billion as of December 31, 20172021 and 2016,2020, respectively. We are periodically required to provide additional financial or other support during the period of the investments. Our liability for these unfunded commitments was $1.4$1.7 billion and $1.2$1.5 billion as of December 31, 20172021 and 2016, respectively. Predominantly all of this liability2020, respectively, and is largely expected to be paid from 20182022 to 2020.2024.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
For those investment funds considered to be VIEs, we are not required to consolidate them if we do not have the power to direct the activities that most significantly impact the economic performance of those entities. We record our interests in these unconsolidated VIEs in loans held for investment, other assets and other liabilities on our consolidated balance sheets. Our maximum exposure to these entities is limited to our variable interests in the entities which consisted of assets of approximately $4.2$4.8 billion and $3.9$4.6 billion as of December 31, 20172021 and 2016,2020, respectively. The creditors of the VIEs have no recourse to our general credit and we do not provide additional financial or other support other than during the period that we are contractually required to provide it. The total assets of the unconsolidated VIE investment funds were approximately $11.5$11.9 billion and $11.0 billion as of both December 31, 20172021 and 2016.2020, respectively.
Entities that Provide Capital to Low-Income and Rural Communities
We hold variable interests in entities (“Investor Entities”) that invest in community development entities (“CDEs”) that provide debt financing to businesses and non-profit entities in low-income and rural communities. Variable interests in the CDEs held by the consolidated Investor Entities are also our variable interests. The activities of the Investor Entities are financed with a combination of invested equity capital and debt. The activities of the CDEs are financed solely with invested equity capital. We receive federal and state tax credits for these investments. We consolidate the VIEs in which we have the power to direct the activities that most significantly impact the VIE’s economic performance and where we have the obligation to absorb losses or right to receive benefits that could be potentially significant to the VIE. We have also consolidatedconsolidate other investments and CDEs that are not considered to be VIEs, but where we hold a controlling financial interest. The assets of the VIEs that we consolidated, which totaled approximately $1.5$2.1 billion and $927 million$2.0 billion as of December 31, 20172021 and 2016,2020, respectively, are reflected on our consolidated balance sheets in cash, loans held for investment, and other assets. The liabilities are reflected in other liabilities. The creditors of the VIEs have no recourse to our general credit. We have not provided additional financial or other support other than during the period that we are contractually required to provide it.
Other
Other VIEs includeWe hold variable interests that we hold in other VIEs, including companies that promote renewable energy sources and other equity method investments. We were not required to consolidate these entitiesVIEs because we do not have the power to direct the activities that most significantly impact their economic performance. Our maximum exposure to these entitiesVIEs is limited to the investmentinvestments on our consolidated balance sheets of $318$383 million and $187$436 million as of December 31, 20172021 and 2016,2020, respectively. The creditors of the other VIEs have no recourse to our general credit. We have not provided additional financial or other support other than during the period that we are contractually required to provide it.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 7—6—GOODWILL AND OTHER INTANGIBLE ASSETS
The table below presents our goodwill, other intangible assets and MSRs as of December 31, 20172021 and 2016.2020. Goodwill is presented separately, while other intangible assets and MSRs are included in other assets on our consolidated balance sheets.
Table 7.1:6.1: Components of Goodwill, Other Intangible Assets and MSRs
  December 31, 2017
(Dollars in millions) Carrying
Amount of
Assets
 Accumulated Amortization Net
Carrying
Amount
 Remaining
Amortization
Period
Goodwill $14,533
 N/A
 $14,533
 N/A
Intangible assets:        
Purchased credit card relationship (“PCCR”) intangibles 2,105
 $(1,844) 261
 3.6 years
Core deposit intangibles 1,149
 (1,133) 16
 1.0 years
Other(1)
 300
 (156) 144
 7.8 years
Total intangible assets 3,554
 (3,133) 421
 4.9 years
Total goodwill and intangible assets $18,087
 $(3,133) $14,954
 
MSRs:        
Consumer MSRs(2)
 $92
 N/A
 $92
 
Commercial MSRs(2)
 355
 $(126) 229
 
Total MSRs $447
 $(126) $321
 
         
  December 31, 2016
(Dollars in millions) Carrying
Amount of
Assets
 Accumulated Amortization Net
Carrying
Amount
 Remaining
Amortization
Period
Goodwill $14,519
 N/A
 $14,519
 N/A
Intangible assets:        
PCCR intangibles 2,151
 $(1,715) 436
 4.4 years
Core deposit intangibles 1,391
 (1,345) 46
 2.0 years
Other(1)
 314
 (131) 183
 8.7 years
Total intangible assets 3,856
 (3,191) 665
 5.4 years
Total goodwill and intangible assets $18,375
 $(3,191) $15,184
  
MSRs:        
Consumer MSRs(2)
 $80
 N/A
 $80
  
Commercial MSRs(2)
 276
 $(82) 194
  
Total MSRs $356
 $(82) $274
  
December 31, 2021
(Dollars in millions)Carrying Amount of AssetsAccumulated AmortizationNet Carrying AmountWeighted Average Remaining
Amortization
Period
Goodwill$14,782 N/A$14,782 N/A
Other intangible assets:
Purchased credit card relationship (“PCCR”) intangibles29 $(10)19 5.9 years
Other(1)
213 (121)92 4.1 years
Total other intangible assets242 (131)111 4.4 years
Total goodwill and other intangible assets$15,024 $(131)$14,893 
Commercial MSRs(2)
$622 $(202)$420 
December 31, 2020
(Dollars in millions)Carrying Amount of AssetsAccumulated AmortizationNet Carrying AmountWeighted Average Remaining
Amortization
Period
Goodwill$14,653 N/A$14,653 N/A
Other intangible assets:
PCCR intangibles148 $(138)10 6.2 years
Other(1)
248 (168)80 7.3 years
Total other intangible assets396 (306)90 7.1 years
Total goodwill and other intangible assets$15,049 $(306)$14,743 
Commercial MSRs(2)
$542 $(175)$367 
__________
__________
(1)Primarily consists of intangibles for sponsorship, customer and merchant relationships , partnership, trade names and other customer contract intangibles.
(1)
Primarily consists of intangibles for sponsorship relationships, brokerage relationship intangibles, partnership and other contract intangibles and trade name intangibles.
(2)
Consumer MSRs are carried at fair value and commercial MSRs are accounted for under the amortization method on our consolidated balance sheets. We recorded $44 million and $31 million of amortization expense for the years ended December 31, 2017 and 2016, respectively.

(2)Commercial MSRs are accounted for under the amortization method on our consolidated balance sheets. We recorded $79 million and $69 million of amortization expense for the years ended December 31, 2021 and 2020, respectively.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Goodwill
The following table presents changes in the carrying amount of goodwill as well as goodwill attributable toby each of our business segments as of December 31, 20172021, 2020 and 2016. 2019. There were no changes in the carrying amount of goodwill by each of our business segments for the year ended December 31, 2020. We did not recognize any goodwill impairment during 2017, 20162021, 2020 or 2015.2019.
Table 7.2:6.2: Goodwill Attributable toby Business Segments
(Dollars in millions)(Dollars in millions)Credit CardConsumer BankingCommercial BankingTotal
Balance as of December 31, 2018Balance as of December 31, 2018$5,060 $4,600 $4,884 $14,544 
AcquisitionsAcquisitions25 46 36 107 
Reductions in goodwill related to divestituresReductions in goodwill related to divestitures(1)(1)
Other adjustments(1)
Other adjustments(1)
Balance as of December 31, 2019Balance as of December 31, 2019$5,088 $4,645 $4,920 $14,653 
(Dollars in millions) 
Credit
Card
 
Consumer
Banking
 Commercial Banking Total
Balance as of December 31, 2015 $4,997
 $4,600
 $4,883
 $14,480
Balance as of December 31, 2020Balance as of December 31, 2020$5,088 $4,645 $4,920 $14,653 
Acquisitions 36
 0
 18
 54
Acquisitions0 0 130 130 
Other adjustments(1)
 (15) 0
 0
 (15)
Other adjustments(1)
(1)0 0 (1)
Balance as of December 31, 2016 5,018
 4,600
 4,901
 14,519
Acquisitions 6
 0
 0
 6
Other adjustments(1)
 8
 0
 0
 8
Balance as of December 31, 2017 $5,032
 $4,600
 $4,901
 $14,533
Balance as of December 31, 2021Balance as of December 31, 2021$5,087 $4,645 $5,050 $14,782 
__________
__________
(1)Represents foreign currency translation adjustments and measurement period adjustments on prior period acquisitions
(1)
Represents foreign currency translation adjustments.
The goodwill impairment test is performed as of October 1 of each year, is a two-step test. The first step identifies whether there is potentialyear. An impairment by comparing the fair value of a reporting unit tounit’s goodwill is determined based on the amount by which the reporting unit’s carrying value exceeds its carrying amount, including goodwill. If the fair value, of a reporting unit is less than its carrying amount, the second step of the impairment test is requiredlimited to measure the amount of any potential impairment loss.goodwill allocated to the reporting unit.
The fair value of reporting units is calculated using a discounted cash flow methodology, a form of the income approach. The calculation uses projected cash flows based on each reporting unit’s internal forecast and uses the perpetuity growth method to calculate terminal values. These cash flows and terminal values are then discounted using appropriate discount rates, which are largely based on our external cost of equity with adjustments for risk inherent in each reporting unit. Cash flows are adjusted, as necessary, in order to maintainCapital is allocated based on each reporting unit’s specific regulatory capital requirements, economic capital requirements, and underlying risks. Consolidated stockholder’s equity in excess of the sum of all reporting unit’s capital requirements.requirements that is not identified for future capital needs, such as dividends, share buybacks, or other strategic initiatives, is allocated to the reporting units and the Other category and assumed distributed to equity holders in future periods. Our discounted cash flow analysis requires management to make judgments about future loan and deposit growth, revenue growth, credit losses, and capital rates. The key inputs into the discounted cash flow analysis were consistent withreasonableness of our fair value calculation is assessed by reference to a market-based approach using comparable market data,multiples and recent market transactions where available, indicating that assumptions used were within a reasonable rangeavailable.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Intangible Assets
In connection with our acquisitions, we recorded intangible assets that include PCCR intangibles, core deposit intangibles, brokerage relationship intangibles,sponsorship, customer and merchant relationships, partnership, contract intangibles,trade names, and other customer contract intangibles and trademark intangibles. At acquisition, the PCCR intangibles reflect the estimated value of existing credit card holder relationships and the core deposit intangibles reflect the estimated value of deposit relationships. There were no meaningfulimpairments of intangible asset impairmentsassets in 2017 or 2015. During 2016, we recorded impairment charges of $17 million related primarily to our brokerage relationship intangibles.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

2021.
Intangible assets are typically amortized over their respective estimated useful lives on either an accelerated or straight-line basis. The following table summarizes the actual amortization expense recorded for the years ended December 31, 2017, 20162021, 2020 and 20152019 and the estimated future amortization expense for intangible assets as of December 31, 2017:2021:
Table 7.3:6.3: Amortization Expense
(Dollars in millions) Amortization
Expense
(Dollars in millions)Amortization
Expense
Actual for the year ended December 31,  Actual for the year ended December 31,
2015 $430
2016 386
2017 245
Estimated future amounts for the year ended December 31,  
2018 176
2019 108
2019$112 
2020 57
202060 
2021 27
202129 
Estimated future amounts for the year ending December 31,Estimated future amounts for the year ending December 31,
2022 19
202251 
2023202320 
2024202414 
202520259 
202620264 
Thereafter 29
Thereafter5 
Total estimated future amounts $416
Total estimated future amounts$103 
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 8—7—PREMISES, EQUIPMENT AND LEASE COMMITMENTSLEASES
Premises and Equipment
The following table presents our premises and equipment as of December 31, 20172021 and 2016:2020.
Table 8.1:7.1 Components of Premises and Equipment
 December 31,
(Dollars in millions) 2017 2016(Dollars in millions)December 31, 2021December 31, 2020
Land $406
 $423
Land$336 $366 
Buildings and improvements 3,302
 2,958
Buildings and improvements3,854 3,742 
Furniture and equipment 1,901
 1,834
Furniture and equipment1,816 1,973 
Computer software 1,753
 1,681
Computer software2,006 2,144 
In progress 902
 591
In progress732 768 
Total premises and equipment, gross 8,264
 7,487
Total premises and equipment, gross8,744 8,993 
Less: Accumulated depreciation and amortization (4,231) (3,812)Less: Accumulated depreciation and amortization(4,534)(4,706)
Total premises and equipment, net $4,033
 $3,675
Total premises and equipment, net$4,210 $4,287 
Depreciation and amortization expense was $662$775 million, $710$809 million and $638$741 million for the years ended December 31, 2017, 20162021, 2020 and 2015,2019, respectively.
Lease CommitmentsLeases
CertainOur primary involvement with leases is in the capacity as a lessee where we lease premises to support our business. A majority of our leases are operating leases of office space, retail bank branches and equipment are leased under agreements thatCafés. For real estate leases, we have elected to account for the lease and non-lease components together as a single lease component. Our operating leases expire at various dates through 2071, without taking into consideration available renewal options. Manyand many of these leases provide for paymentthem require variable lease payments by us, as the lessee, of property taxes, insurance premiums, cost ofcommon area maintenance and other costs. In some cases, rentalsCertain of these leases also have extension or termination options, and we assess the likelihood of exercising such options. If it is reasonably certain that we will exercise the options, then we include the impact in the measurement of our right-of-use assets and lease liabilities.
Our right-of-use assets and lease liabilities for operating leases are subject to increasesincluded in relation toother assets and other liabilities on our consolidated balance sheets. As most of our operating leases do not provide an implicit rate, we use our incremental borrowing rate in determining the present value of lease payments. Our operating lease expense is included in occupancy and equipment within non-interest expense in our consolidated statements of income. Total operating lease expense consists of operating lease cost, which is recognized on a straight-line basis over the lease term, and variable lease cost, which is recognized based on actual amounts incurred. We also sublease certain premises, and sublease income is included in other non-interest income in our consolidated statements of living index. Total rent expense was $307 million, $330 millionincome.
The following tables present information about our operating lease portfolio and $276 millionthe related lease costs as of and for the years ended December 31, 2017, 20162021 and 2015, respectively.2020.
Future minimum rental commitments as of December 31, 2017, for all non-cancellable operating leases with initial or remaining terms of one year or more are as follows:Table 7.2 Operating Lease Portfolio
Table 8.2: Lease Commitments
(Dollars in millions) Estimated Future
Minimum Rental
Commitments
2018 $332
2019 316
2020 300
2021 276
2022 251
Thereafter 1,177
Total $2,652
The table above does not include minimum sublease rental income of $175 million expected to be received in future years under all non-cancellable leases.

(Dollars in millions)December 31, 2021December 31, 2020
Right-of-use assets$1,137 $1,316 
Lease liabilities1,485 1,688 
Weighted-average remaining lease term8 years8.7 years
Weighted-average discount rate3.0 %3.1 %
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Table 7.3 Total Operating Lease Expense and Other Information
Year Ended December 31,
(Dollars in millions)20212020
Operating lease cost$305 $315 
Variable lease cost42 43 
Total lease cost347 358 
Sublease income(23)(26)
Net lease cost$324 $332 
Cash paid for amounts included in the measurement of lease liabilities$353 $325 
Right-of-use assets obtained in exchange for lease liabilities81 180 
The following table presents a maturity analysis of our operating leases and a reconciliation of the undiscounted cash flows to our lease liabilities as of December 31, 2021.
Table 7.4 Maturities of Operating Leases and Reconciliation to Lease Liabilities
(Dollars in millions)December 31, 2021
2022$279 
2023256 
2024221 
2025184 
2026166 
Thereafter603 
Total undiscounted lease payments1,709 
Less: Imputed interest(224)
Total lease liabilities$1,485 
As of December 31, 2021, we had approximately $33 million and $53 million of right-of-use assets and lease liabilities, respectively, for finance leases with a weighted-average remaining lease term of 3.4 years. As of December 31, 2020, we had approximately $69 million and $75 million of right-of-use assets and lease liabilities, respectively, for finance leases with a weighted-average remaining lease term of 4.4 years. These right-of-use assets and lease liabilities are included in premises and equipment, net and other borrowings, respectively, on our consolidated balance sheets. We recognized $22 million and $24 million of total finance lease expense for the years ended December 31, 2021 and 2020, respectively.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
NOTE 9—8—DEPOSITS AND BORROWINGS
Our deposits which arerepresent our largest source of funding for our assets and operations, consist of non-interest-bearing and interest-bearing deposits, which include checking accounts, money market deposit accounts,deposits, negotiable order of withdrawals, savings deposits and time deposits.
We also use a variety of other funding sources including short-term borrowings, senior and subordinated notes, securitized debt obligations and other borrowings. In addition, we utilize FHLB advances, which are secured by certain portions of our loan and investment securities portfolios. Securitized debt obligations are presented separately on our consolidated balance sheets, as they represent obligations of consolidated securitization trusts, while federal funds purchased and securities loaned or sold under agreements to repurchase, senior and subordinated notes and other borrowings, including FHLB advances, are included in other debt on our consolidated balance sheets.
The following tables summarize the components of our deposits, short-term borrowings and long-term debt as of December 31, 2017 and 2016. Our total short-term borrowings generally consist of federal funds purchased and securities loaned or sold under agreements to repurchase. Our long-term debt consists of borrowings with an original contractual maturity of greater than one year. The following tables summarize the components of our deposits, short-term borrowings and long-term debt as of December 31, 2021 and 2020. The carrying value presented below for these borrowings includeincludes unamortized debt premiums and discounts, net of debt issuance costs and fair value hedge accounting adjustments.
Table 9.1:8.1: Components of Deposits, Short-Term Borrowings and Long-Term Debt
(Dollars in millions) December 31,
2017
 December 31,
2016
Deposits:    
Non-interest-bearing deposits $26,404
 $25,502
Interest-bearing deposits(1)
 217,298
 211,266
Total deposits $243,702
 $236,768
Short-term borrowings:    
Federal funds purchased and securities loaned or sold under agreements to repurchase $576
 $992
Total short-term borrowings $576
 $992
  December 31, 2017  
(Dollars in millions) 
Maturity
Dates
 Stated Interest Rates 
Weighted-
Average
Interest Rate
 Carrying Value December 31,
2016
Long-term debt:          
Securitized debt obligations 2018 - 2025 1.33 - 2.75% 1.89 $20,010
 $18,826
Senior and subordinated notes:          
Fixed unsecured senior debt 2018 - 2027 1.50 - 4.75 2.72 22,776
 17,546
Floating unsecured senior debt 2018 - 2023 1.83 - 2.57 2.27 3,446
 1,353
Total unsecured senior debt 2.66 26,222
 18,899
Fixed unsecured subordinated debt 2019 - 2026 3.38 - 8.80 4.09 4,533
 4,532
Total senior and subordinated notes 30,755
 23,431
Other long-term borrowings:          
FHLB advances 2018 - 2023 1.38 - 5.36 1.45 8,609
 17,179
Other borrowings 2018 - 2035 1.00 - 16.75 7.40 331
 32
Total other long-term borrowings 8,940
 17,211
Total long-term debt $59,705
 $59,468
Total short-term borrowings and long-term debt $60,281
 $60,460
(Dollars in millions)December 31, 2021December 31, 2020
Deposits:
Non-interest-bearing deposits$38,043 $31,142 
Interest-bearing deposits(1)
272,937 274,300 
Total deposits$310,980 $305,442 
Short-term borrowings:
Federal funds purchased and securities loaned or sold under agreements to repurchase$820 $668 
Total short-term borrowings$820 $668 
 December 31, 2021December 31, 2020
(Dollars in millions)Maturity DatesStated Interest RatesWeighted-Average Interest RateCarrying ValueCarrying Value
Long-term debt:
Securitized debt obligations2022-20280.13% - 2.84%1.51%$14,994 $12,414 
Senior and subordinated notes:
Fixed unsecured senior debt(2)
2022-20320.80 - 4.252.9119,975 21,045 
Floating unsecured senior debt2022-20240.74 - 1.281.011,709 1,609 
Total unsecured senior debt2.7621,684 22,654 
Fixed unsecured subordinated debt2023-20322.36 - 4.203.525,535 4,728 
Total senior and subordinated notes27,219 27,382 
Other long-term borrowings:
Finance lease liabilities2022-20310.30 - 9.913.2853 75 
Total other long-term borrowings53 75 
Total long-term debt$42,266 $39,871 
Total short-term borrowings and long-term debt$43,086 $40,539 
__________
(1)
Includes $1.3 billion and $894 million of time deposits in denominations in excess of the $250,000 federal insurance limit as of December 31, 2017 and 2016, respectively.

(1)Includes $1.8 billion and $4.2 billion of time deposits in denominations in excess of the $250,000 federal insurance limit as of December 31, 2021 and 2020, respectively.
(2)Includes $1.4 billion and $1.6 billion of EUR-denominated unsecured notes as of December 31, 2021 and 2020, respectively.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The following table presents the carrying value of our interest-bearing time deposits with contractual maturities, securitized debt obligations and other debt by remaining contractual maturity as of December 31, 2017.2021.
Table 9.2:8.2: Maturity Profile of Borrowings
(Dollars in millions) 2018 2019 2020 2021 2022 Thereafter Total(Dollars in millions)20222023202420252026ThereafterTotal
Interest-bearing time deposits $9,025
 $7,147
 $5,395
 $3,851
 $4,104
 $158
 $29,680
Interest-bearing time deposits$11,518 $3,026 $2,427 $444 $468 $40 $17,923 
Securitized debt obligations 2,666
 6,828
 5,289
 1,698
 2,552
 977
 20,010
Securitized debt obligations5,537 527 4,862 731 1,882 1,455 14,994 
Federal funds purchased and securities loaned or sold under agreements to repurchase 576
 
 
 
 
 
 576
Federal funds purchased and securities loaned or sold under agreements to repurchase820 0 0 0 0 0 820 
Senior and subordinated notes 4,690
 5,667
 4,360
 3,445
 2,518
 10,075
 30,755
Senior and subordinated notes2,462 5,993 6,200 3,343 2,043 7,178 27,219 
Other borrowings 230
 66
 8,603
 3
 2
 36
 8,940
Other borrowings20 19 4 2 2 6 53 
Total $17,187
 $19,708
 $23,647
 $8,997
 $9,176
 $11,246
 $89,961
Total$20,357 $9,565 $13,493 $4,520 $4,395 $8,679 $61,009 
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 10—9—DERIVATIVE INSTRUMENTS AND HEDGING ACTIVITIES
Use of Derivatives and Accounting for Derivatives
We manage asset and liability positions and market risk exposure in accordance with marketregularly enter into derivative transactions to support our overall risk management policies that are approved by our Board of Directors.activities. Our primary market risks stem from the impact on our earnings and economic value of equity fromdue to changes in interest rates and, to a lesser extent, changes in foreign exchange rates. We employ several techniques to manage our interest rate sensitivity by employing several techniques, which include changing the duration and re-pricing characteristics of various assets and liabilities by using interest rate derivatives. Our current policiesWe also include the use of derivatives to hedge exposures denominated in foreign currency which we usederivatives to limit our earnings and capital ratio exposures to foreign exchange risk.risk by hedging exposures denominated in foreign currencies. We execute our derivative contracts in both the over-the-counter (“OTC”) and exchange-traded derivative markets. Under the Dodd-Frank Act, we are required to clear eligible derivative transactions through Central Counterparty Clearinghouses (“CCPs”) such as the Chicago Mercantile Exchange (“CME”) and LCH Limited (“LCH”), which are often referred to as “central clearinghouses.” The majority of our derivatives areprimarily use interest rate swaps. In addition,and foreign currency swaps to hedge, but we may also use a variety of other derivative instruments, including caps, floors, options, futures and forward contracts, to manage our interest rate and foreign exchange risks. We designate these risk management derivatives as either qualifying accounting hedges or free-standing derivatives. Qualifying accounting hedges are further designated as fair value hedges, cash flow hedges or net investment hedges. Free-standing derivatives are economic hedges that do not qualify for hedge accounting.
We also offer various interest rate, commodity, foreign exchange ratecurrency derivatives and commodity derivativesother contracts as an accommodation to our customers within our Commercial Banking business,business. We enter into these derivatives with our customers primarily to help them manage their interest rate risks, hedge their energy and usually offsetother commodities exposures, and manage foreign currency fluctuations. We then enter into derivative contracts with counterparties to economically hedge substantially all of our subsequent exposures.
See below for additional information on our use of derivatives and how we account for them:
Fair Value Hedges: We designate derivatives as fair value hedges when they are used to manage our exposure through derivativeto changes in the fair value of certain financial assets and liabilities, which fluctuate in value as a result of movements in interest rates. Changes in the fair value of derivatives designated as fair value hedges are presented in the same line item in our consolidated statements of income as the earnings effect of the hedged items. Our fair value hedges primarily consist of interest rate swaps that are intended to modify our exposure to interest rate risk on various fixed-rate financial assets and liabilities.
Cash Flow Hedges: We designate derivatives as cash flow hedges when they are used to manage our exposure to variability in cash flows related to forecasted transactions. Changes in the fair value of derivatives designated as cash flow hedges are recorded as a component of accumulated other comprehensive income (“AOCI”). Those amounts are reclassified into earnings in the same period during which the forecasted transactions withimpact earnings and presented in the same line item in our consolidated statements of income as the earnings effect of the hedged items. Our cash flow hedges use interest rate swaps and floors that are intended to hedge the variability in interest receipts or interest payments on some of our variable-rate financial assets or liabilities. We also enter into foreign currency forward contracts to hedge our exposure to variability in cash flows related to intercompany borrowings denominated in foreign currencies.
Net Investment Hedges: We use net investment hedges to manage the foreign currency exposure related to our net investments in foreign operations that have functional currencies other counterparties.than the U.S. dollar. Changes in the fair value of net investment hedges are recorded in the translation adjustment component of AOCI, offsetting the translation gain or loss from those foreign operations. We execute net investment hedges using foreign currency forward contracts to hedge the translation exposure of the net investment in our foreign operations under the forward method.
Free-Standing Derivatives: Our free-standing derivatives primarily consist of our customer accommodation derivatives and other economic hedges. The customer accommodation derivatives and the related offsetting contracts are mainly interest rate, commodity and foreign currency contracts. The other free-standing derivatives are primarily used to economically hedge the risk of changes in the fair value of our commercial mortgage loan origination and purchase commitments as well as other interests held. Changes in the fair value of free-standing derivatives are recorded in earnings as a component of other non-interest income.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Derivatives Counterparty Credit Risk
Counterparty Types
Derivative instruments contain an element of credit risk that arisesstems from the potential failure of a counterparty to perform according to the terms of the contract.contract, including making payments due upon maturity of certain derivative instruments. We execute our derivative contracts primarily in OTC markets. We also execute interest rate and commodity futures in the exchange-traded derivative markets. Our OTC derivatives consist of both trades cleared through central counterparty clearinghouses (“CCPs”) and uncleared bilateral contracts. The Chicago Mercantile Exchange (“CME”), the Intercontinental Exchange (“ICE”) and the LCH Group (“LCH”) are our CCPs for our centrally cleared contracts. In our uncleared bilateral contracts, we enter into agreements directly with our derivative counterparties.
Counterparty Credit Risk Management
We manage the counterparty credit risk associated with derivative instruments by entering into legally enforceable master netting agreements, where applicable, and exchanging collateral with our counterparties, typically in the form of cash or high-quality liquid securities. We exchange collateral in two primary forms: variation margin, which mitigates the risk of changes in value due to daily market movements and is exchanged daily, and initial margin, which mitigates the risk of potential future exposure of a derivative and is exchanged at the outset of a transaction and adjusted daily. We exchange both variation margin and initial margin for cleared and uncleared bilateral contracts. The amount of collateral exchanged for variation margin is dependent upon the fair value of the derivative instruments as well as the fair value of the pledged collateral and will vary over time as market variables change. The amount of the initial margin exchanged is dependent upon 1) the calculation of initial margin exposure, as prescribed by 1a) the U.S. prudential regulators’ margin rules for uncleared derivatives (“PR Rules”) or 1b) the CCPs for cleared derivatives and 2) the fair value of the pledged collateral; it will vary over time as market variables change. When valuing collateral, an estimate of the variation in price and liquidity over time is subtracted in the form of a “haircut” to discount the value of the collateral pledged. Our exposure to derivative counterparty credit risk, at any point in time, is represented byequal to the amount reported as a derivative asset on our balance sheet. The fair value of our derivatives in a gain position, or derivative asset position, assuming no recoveriesis adjusted on an aggregate basis to take into consideration the effects of underlying collateral.
To mitigate the risk of counterparty default, we enter into legally enforceable master netting agreements and any associated collateral received or pledged. See Table 9.3 for our net exposure associated with derivatives.
The terms under which we collateralize our exposures differ between cleared exposures and uncleared bilateral exposures.
CCPs: We clear eligible OTC derivatives with CCPs as part of our regulatory requirements. We also clear exchange-traded instruments, like futures, with CCPs. Futures commission merchants (“FCMs”) serve as the intermediary between CCPs and us. CCPs require that we post initial and variation margin through our FCMs to mitigate the risk of non-payment or default. Initial margin is required by CCPs as collateral against potential losses on our exchange-traded and cleared derivative contracts and variation margin is exchanged on a daily basis to account for mark-to-market changes in those derivative contracts. For CME, ICE and LCH-cleared OTC derivatives, variation margin cash payments are required to be characterized as settlements. Our FCM agreements governing these derivative transactions include provisions that may require us to post additional collateral under certain circumstances.
Bilateral Counterparties: We enter into master netting agreements and collateral agreements with bilateral derivative counterparties, where possible, with certain derivative counterparties. We generally enter into these agreements on a bilateral basis with our counterparties.applicable, to mitigate the risk of default. These bilateral agreements typically provide the right to offset exposuresexposure with the same counterparty and require one counterparty to post collateral on derivative instrumentsthe party in a net liability position to post collateral. Agreements with certain bilateral counterparties require both parties to maintain collateral in the other counterparty.event the fair values of uncleared derivatives exceed established exposure thresholds. Certain of these bilateral agreements include provisions requiring that our debt maintain a credit rating of investment grade or above by each of the major credit rating agencies. In the event of a downgrade of our debt credit rating below investment grade, some of our counterparties would have the right to terminate thetheir derivative contract and close out the existing positions.
We also clear certain OTC derivatives with central clearinghouses through futures commission merchants (“FCMs”) as part of the regulatory requirement. The use of the CCPs and the FCMs reduces our bilateral counterparty credit exposures while it increases our credit exposures to CCPs and FCMs. We are required by CCPs to post initial and variation margin to mitigate the risk of non-payment through our FCMs. Our FCM agreements governing these derivative transactions generally include provisions that may require us to post more collateral or otherwise change terms in our agreements under certain circumstances. Effective January 3, 2017, the CME amended its rulebook to legally characterize variation margin cash payments for cleared OTC derivatives as a settlement of the position rather than collateral. We adopted this variation margin rule change in the second quarter of 2017. As a result, the balances for CME-cleared derivatives are reduced to reflect the settlement of these positions. Variation margin payments for LCH-cleared derivatives continued to be characterized as collateral as of December 31, 2017.Credit Risk Valuation Adjustments
We record counterparty credit risk valuation adjustments (“CVAs”) on our derivative contractsassets to properly reflect the credit quality of the counterparty.our counterparties. We consider collateral and legally enforceable master netting agreements that mitigate our credit exposure to each counterparty in determining the counterparty credit risk valuation adjustment,CVAs, which may be adjusted in future periods due to changes in the fair valuevalues of the derivative contracts, collateral, and creditworthiness of the counterparty. We also record debit valuation adjustments (“DVAs”) to adjust the fair valuevalues of our derivative liabilities to reflect the impact of our own credit quality. We calculate this adjustment by comparing the spreads on our credit default swaps to the discount benchmark curve.
Accounting for Derivatives
Our derivatives are designated as either qualifying accounting hedges or free-standing derivatives. Qualifying accounting hedges are designated as fair value hedges, cash flow hedges or net investment hedges. Free-standing derivatives primarily consist of customer accommodation derivatives and economic hedges that do not qualify for hedge accounting.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Fair Value Hedges: We designate derivatives as fair value hedges when they are used to manage our exposure to changes in the fair value of certain financial assets and liabilities, which fluctuate in value as a result of movements in interest rates. Changes in the fair value of derivatives designated as fair value hedges are recorded in earnings together with offsetting changes in the fair value of the hedged item and any resulting ineffectiveness. Our fair value hedges consist of interest rate swaps that are intended to modify our exposure to interest rate risk on various fixed-rate assets and liabilities.
Cash Flow Hedges: We designate derivatives as cash flow hedges when they are used to manage our exposure to variability in cash flows related to forecasted transactions. Changes in the fair value of derivatives designated as cash flow hedges are recorded as a component of AOCI, to the extent that the hedge relationships are effective, and amounts are reclassified from AOCI to earnings as the forecasted transactions impact earnings. To the extent that any ineffectiveness exists in the hedge relationships, the amounts are recorded in earnings. Our cash flow hedges use interest rate swaps and floors that are intended to hedge the variability in interest receipts or interest payments on various variable-rate assets or liabilities. We also enter into foreign currency forward derivative contracts to hedge our exposure to variability in cash flows related to intercompany borrowings denominated in a foreign currency.
Net Investment Hedges: We use net investment hedges to manage the foreign currency exposure related to our net investments in foreign operations that have functional currencies other than the U.S. dollar. Changes in the fair value of net investment hedges are recorded in the translation adjustment component of AOCI, offsetting the translation gain or loss from those foreign operations. We execute net investment hedges using foreign exchange forward contracts to hedge the translation exposure of the net investment in our foreign operations.
Free-Standing Derivatives: We use free-standing derivatives to hedge the risk of changes in the fair value of residential MSRs, mortgage loan origination and purchase commitments and other interests held. We also categorize our customer accommodation derivatives and the related offsetting contracts as free-standing derivatives. Changes in the fair value of free-standing derivatives are recorded in earnings as a component of other non-interest income.
Balance Sheet Presentation
The following table summarizes the notional amounts and fair values of our derivative instruments as of December 31, 20172021 and 2016,2020, which are segregated by derivatives that are designated as accounting hedges and those that are not, and are further segregated by type of contract within those two categories. The total derivative assets and liabilities are presentedadjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements and any associated cash collateral received or pledged. Derivative assets and liabilities are included in other assets and other liabilities, respectively, on our consolidated balance sheets, and their related gains or losses are included in operating activities as changes in other assets and other liabilities in the consolidated statements of cash flows.

Table 9.1: Derivative Assets and Liabilities at Fair Value
December 31, 2021December 31, 2020
Notional or Contractual Amount
Derivative(1)
Notional or Contractual Amount
Derivative(1)
(Dollars in millions)AssetsLiabilitiesAssetsLiabilities
Derivatives designated as accounting hedges:
Interest rate contracts:
Fair value hedges$49,659 $2 $3 $47,349 $$10 
Cash flow hedges52,400 244 16 82,150 748 
Total interest rate contracts102,059 246 19 129,499 757 11 
Foreign exchange contracts:
Fair value hedges1,421 13 0 1,527 164 
Cash flow hedges4,679 24 20 4,582 161 
Net investment hedges3,459 43 0 3,116 196 
Total foreign exchange contracts9,559 80 20 9,225 164 357 
Total derivatives designated as accounting hedges111,618 326 39 138,724 921 368 
Derivatives not designated as accounting hedges:
Customer accommodation:
Interest rate contracts71,724 620 194 68,459 1,429 198 
Commodity contracts22,021 1,669 1,561 16,871 935 820 
Foreign exchange and other contracts3,779 40 42 4,677 58 70 
Total customer accommodation97,524 2,329 1,797 90,007 2,422 1,088 
Other interest rate exposures(2)
1,899 33 25 1,770 71 56 
Other contracts2,028 2 7 1,826 
Total derivatives not designated as accounting hedges101,451 2,364 1,829 93,603 2,494 1,150 
Total derivatives$213,069 $2,690 $1,868 $232,327 $3,415 $1,518 
Less: netting adjustment(3)
(542)(544)(1,148)(739)
Total derivative assets/liabilities$2,148 $1,324 $2,267 $779 
__________
(1)Does not reflect $11 million and $31 million recognized as a net valuation allowance on derivative assets and liabilities for non-performance risk as of December 31, 2021 and 2020, respectively. Non-performance risk is included in derivative assets and liabilities, which are part of other assets and other liabilities on the consolidated balance sheets, and is offset through non-interest income in the consolidated statements of income.
(2)Other interest rate exposures include commercial mortgage-related derivatives and interest rate swaps.
(3)Represents balance sheet netting of derivative assets and liabilities, and related payables and receivables for cash collateral held or placed with the same counterparty.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The following table summarizes the carrying value of our hedged assets and liabilities in fair value hedges and the associated cumulative basis adjustments included in those carrying values, excluding basis adjustments related to foreign currency risk, as of December 31, 2021 and 2020.
Table 10.1: Derivative Assets and Liabilities at9.2: Hedged Items in Fair Value Hedging Relationships
  December 31, 2017 December 31, 2016
  
Notional or
Contractual
Amount
 
Derivative(1)(4)
 
Notional or
Contractual
Amount
 
Derivative(1)
(Dollars in millions) Assets Liabilities Assets Liabilities
Derivatives designated as accounting hedges:            
Interest rate contracts:            
Fair value hedges $56,604
 $102
 $164
 $40,480
 $295
 $569
Cash flow hedges 77,300
 30
 125
 50,400
 151
 287
Total interest rate contracts 133,904
 132
 289
 90,880
 446
 856
Foreign exchange contracts:            
Cash flow hedges 6,086
 19
 75
 5,620
 108
 9
Net investment hedges 3,036
 1
 164
 2,396
 163
 0
Total foreign exchange contracts 9,122
 20
 239
 8,016
 271
 9
Total derivatives designated as accounting hedges 143,026
 152
 528
 98,896
 717
 865
Derivatives not designated as accounting hedges:            
Interest rate contracts covering:            
MSRs(2)
 1,033
 7
 1
 1,696
 17
 21
Customer accommodation 48,520
 848
 727
 39,474
 670
 530
Other interest rate exposures(2)
 2,824
 33
 7
 1,105
 33
 8
Total interest rate contracts 52,377
 888
 735
 42,275
 720
 559
Other contracts 1,209
 0
 5
 1,767
 57
 14
Total derivatives not designated as accounting hedges 53,586
 888
 740
 44,042
 777
 573
Total derivatives $196,612
 $1,040
 $1,268
 $142,938
 $1,494
 $1,438
Less: netting adjustment(3)
 (275) (662)   (539) (336)
Total derivative assets/liabilities $765
 $606
   $955
 $1,102
December 31, 2021December 31, 2020
Carrying Amount Assets/(Liabilities)Cumulative Amount of Basis Adjustments Included in the Carrying AmountCarrying Amount Assets/(Liabilities)Cumulative Amount of Basis Adjustments Included in the Carrying Amount
(Dollars in millions)Total Assets/(Liabilities)Discontinued-Hedging RelationshipsTotal Assets/(Liabilities)Discontinued-Hedging Relationships
Line item on our consolidated balance sheets in which the hedged item is included:
Investment securities available for sale(1)(2)
$10,327 $286 $295 $9,797 $590 $200 
Interest-bearing deposits(7,361)(47)(1)(11,312)(213)
Securitized debt obligations(11,155)49 3 (7,609)(171)20 
Senior and subordinated notes(22,777)(531)(708)(21,927)(1,282)(666)
__________
(1)
Derivative assets and liabilities presented above exclude valuation adjustments related to non-performance risk. As of December 31, 2017 and 2016, the cumulative CVA balances were $2 million and $6 million, respectively, and the cumulative DVA balances were less than $1 million as of both December 31, 2017 and 2016.
(2)
MSR contracts include interest rate swaps and to-be-announced contracts. Other interest rate exposures include mortgage-related derivatives.
(3)
Represents balance sheet netting of derivative assets and liabilities, and related payables and receivables for cash collateral held or placed with the same counterparty. See Table 10.2 for additional information.
(4)
Reflects an increase of derivative assets of $38 million and a reduction of derivative liabilities of $724 million on our consolidated balance sheets as of December 31, 2017 as a result of adoption of the CME variation margin rule change in the second quarter of 2017.
(1)These amounts include the amortized cost basis of our investment securities designated in hedging relationships for which the hedged item is the last layer expected to be remaining at the end of the hedging relationship. The amortized cost basis of this portfolio was $247 million, the amount of the designated hedged items was $225 million, and the cumulative basis adjustments associated with these hedges was $3 million as of December 31, 2021. We had no such hedging relationships as of December 31, 2020.
(2)Carrying value represents amortized cost.
Balance Sheet Offsetting of Financial Assets and Liabilities
Derivative contracts and repurchase agreements that we execute bilaterally in the OTC market are generally governed by enforceable master netting arrangementsagreements where we generally have the right to offset exposure with the same counterparty. Either counterparty can generally request to net settle all contracts through a single payment upon default on, or termination of, any one contract. We elect to offset the derivative assets and liabilities under master netting arrangementsagreements for balance sheet presentation where a right of setoff exists. For derivative contracts entered into under master netting arrangementsagreements for which we have not been able to confirm the enforceability of the setoff rights, or those not subject to master netting arrangements,agreements, we do not offset our derivative positions for balance sheet presentation.
WeThe following table presents the gross and net fair values of our derivative assets, derivative liabilities, resale and repurchase agreements and the related offsetting amounts permitted under U.S. GAAP as of December 31, 2021 and 2020. The table also maintainincludes cash and non-cash collateral agreements with certain derivative counterparties. For bilateral derivatives, we review our collateral positions on a daily basis and exchange collateral with our counterpartiesreceived or pledged in accordance with standard International Swaps and Derivatives Association documentation and othersuch arrangements. The amount of collateral presented, however, is limited to the amount of the related agreements. Agreements with certain bilateral counterparties require both parties to maintain collateral in the event thenet derivative fair values or outstanding balances; therefore, instances of derivative instruments exceed established exposure thresholds. For centrally cleared derivatives, weover-collateralization are subject to initial margin and daily variation margin posting with the central clearinghouses. Acceptable types of collateral are typically in the form of cash or high quality liquid securities.excluded.


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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The exchange of collateral is dependent upon the fair value of the derivative instruments as well as the fair value of the pledged collateral. When valuing collateral, an estimate of the variation in price and liquidity over time is subtracted in the form of a “haircut” to discount the value of the collateral pledged.
The following table presents as of December 31, 2017 and 2016 the gross and net fair values of our derivative assets and liabilities and repurchase agreements, as well as the related offsetting amounts permitted under U.S. GAAP. The table also includes cash and non-cash collateral received or pledged associated with such arrangements. The collateral amounts shown are limited to the extent of the related net derivative fair values or outstanding balances, thus instances of over-collateralization are not shown.
Table 10.2:9.3: Offsetting of Financial Assets and Financial Liabilities
  
Gross
Amounts
 Gross Amounts Offset in the Balance Sheet Net Amounts as Recognized Securities Collateral Held Under Master Netting Agreements  
(Dollars in millions)  
Financial
Instruments
 Cash Collateral Received   
Net
Exposure
As of December 31, 2017            
Derivative assets(1)(2)
 $1,040
 $(202) $(73) $765
 $0
 $765
As of December 31, 2016            
Derivative assets(2)
 1,494
 (152) (387) 955
 (11) 944
  
Gross
Amounts
 Gross Amounts Offset in the Balance Sheet Net Amounts as Recognized Securities Collateral Pledged Under Master Netting Agreements  
(Dollars in millions)  
Financial
Instruments
 Cash Collateral Pledged   
Net
Exposure
As of December 31, 2017            
Derivative liabilities(1)(2)
 $1,268
 $(202) $(460) $606
 $0
 $606
Repurchase agreements(3)
 576
 0
 0
 576
 (576) 0
As of December 31, 2016            
Derivative liabilities(2)
 1,438
 (152) (184) 1,102
 0
 1,102
Repurchase agreements 992
 0
 0
 992
 (992) 0
Gross AmountsGross Amounts Offset in the Balance SheetNet Amounts as RecognizedSecurities Collateral Held Under Master Netting AgreementsNet Exposure
(Dollars in millions)Financial InstrumentsCash Collateral Received
As of December 31, 2021
Derivative assets(1)
$2,690 $(252)$(290)$2,148 $0 $2,148 
As of December 31, 2020
Derivative assets(1)
3,415 (383)(765)2,267 2,267 
Gross AmountsGross Amounts Offset in the Balance SheetNet Amounts as RecognizedSecurities Collateral Pledged Under Master Netting AgreementsNet Exposure
(Dollars in millions)Financial InstrumentsCash Collateral Pledged
As of December 31, 2021
Derivative liabilities(1)
$1,868 $(252)$(292)$1,324 $0 $1,324 
Repurchase agreements(2)
820 0 0 820 (820)0 
As of December 31, 2020
Derivative liabilities(1)
1,518 (383)(356)779 779 
Repurchase agreements(2)
668 668 (668)
__________
(1)
Reflects an increase of derivative assets of $38 million and a reduction of derivative liabilities of $724 million on our consolidated balance sheets as of December 31, 2017 as a result of adoption of the CME variation margin rule change in the second quarter of 2017.
(2)
We received cash collateral from derivative counterparties totaling $91 million and $448 million as of December 31, 2017 and 2016,
(1)We received cash collateral from derivative counterparties totaling $377 million and $862 million as of December 31, 2021 and 2020, respectively. We also received securities from derivative counterparties with a fair value of $1 million and $16 million as of December 31, 2017 and 2016, respectively, which we have the ability to re-pledge. We posted $966 million and $1.5 billion of cash collateral as of December 31, 2017 and 2016, respectively.
(3)
Represents customer repurchase agreements that mature the next business day. As of December 31, 2017, we pledged collateral with a fair value of $588 million under these customer repurchase agreements, which were primarily agency RMBS securities.
Income Statement Presentation and AOCI
Fair Value Hedges and Free-Standing Derivatives
The following table presents gains or losses related to derivatives designated as fair value hedges and free-standing derivativesof approximately $1 million as of both forthe years ended December 31, 2017, 20162021 and 2015. These gains or losses are included2020, respectively, which we have the ability to re-pledge. We posted $2.0 billion and $1.5 billion of cash collateral as a component of other non-interest income inDecember 31, 2021 and 2020, respectively.
(2)Under our consolidated statements of income. Accrued interest income or expense oncustomer repurchase agreements, which mature the next business day, we pledged collateral with a fair value hedges is recorded in net interest income or expense in our consolidated statements of income$836 million and is excluded from this table.$682 million as of December 31, 2021 and 2020, respectively, primarily consisting of agency RMBS securities.


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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Income Statement and AOCI Presentation
Table 10.3: Gains and Losses on Fair Value Hedges and Free-Standing Derivatives
Cash Flow Hedges
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Derivatives designated as fair value hedges:      
Fair value interest rate contracts:      
Gains (losses) recognized in earnings on derivatives $(212) $(613) $(66)
Gains (losses) recognized in earnings on hedged items 216
 603
 75
Net fair value hedge ineffectiveness gains (losses) 4
 (10) 9
Derivatives not designated as accounting hedges:      
Interest rate contracts covering:      
MSRs 3
 (1) 3
Customer accommodation 38
 37
 21
Other interest rate exposures 58
 68
 44
Total interest rate contracts 99
 104
 68
Other contracts 0
 (9) (2)
Total gains on derivatives not designated as accounting hedges 99
 95
 66
Net derivative gains recognized in earnings $103
 $85
 $75
The net gains (losses) recognized in our consolidated statements of income related to derivatives in fair value and cash flow hedging relationships are presented below for the years ended December 31, 2021 and 2020.

Table 9.4: Effects of Fair Value and Cash Flow Hedge Accounting
Year Ended December 31, 2021
Net Interest IncomeNon-Interest Income
(Dollars in millions)Investment SecuritiesLoans, Including Loans Held for SaleOtherInterest-bearing DepositsSecuritized Debt ObligationsSenior and Subordinated NotesOther
Total amounts presented in our consolidated statements of income$1,446 $24,263 $60 $(956)$(119)$(488)$824 
Fair value hedging relationships:
Interest rate and foreign exchange contracts:
Interest recognized on derivatives$(92)$0 $0 $126 $123 $209 $0 
Gains (losses) recognized on derivatives207 0 0 (168)(237)(799)(106)
Gains (losses) recognized on hedged items(1)
(299)0 0 167 220 941 106 
Excluded component of fair value hedges(2)
0 0 0 0 0 (3)0 
Net income (expense) recognized on fair value hedges$(184)$0 $0 $125 $106 $348 $0 
Cash flow hedging relationships:(3)
Interest rate contracts:
Realized gains reclassified from AOCI into net income$38 $919 $0 $0 $0 $0 $0 
Foreign exchange contracts:
Realized gains (losses) reclassified from AOCI into net income(4)
0 0 1 0 0 0 1 
Net income recognized on cash flow hedges$38 $919 $1 $0 $0 $0 $1 
181177Capital One Financial Corporation (COF)



CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Year Ended December 31, 2020
Net Interest IncomeNon-Interest Income
(Dollars in millions)Investment SecuritiesLoans, Including Loans Held for SaleOtherInterest-bearing DepositsSecuritized Debt ObligationsSenior and Subordinated NotesOther
Total amounts presented in our consolidated statements of income$1,877 $24,074 $82 $(2,165)$(232)$(679)$1,325 
Fair value hedging relationships:
Interest rate and foreign exchange contracts:
Interest recognized on derivatives$(76)$$$108 $125 $225 $
Gains (losses) recognized on derivatives(306)204 176 950 126 
Gains (losses) recognized on hedged items(1)
290 (203)(212)(904)(125)
Excluded component of fair value hedges(2)
(3)
Net income (expense) recognized on fair value hedges$(92)$$$109 $89 $268 $
Cash flow hedging relationships:(3)
Interest rate contracts:
Realized gains reclassified from AOCI into net income$25 $541 $$$$$
Foreign exchange contracts:
Realized gains (losses) reclassified from AOCI into net income(4)
10 (1)
Net income (expense) recognized on cash flow hedges$25 $541 $10 $$$$(1)
Cash Flow and Net Investment Hedges
The following table shows the net gains (losses) related to derivatives designated as cash flow hedges and net investment hedges
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Year Ended December 31, 2019
Net Interest IncomeNon-Interest Income
(Dollars in millions)Investment SecuritiesLoans, Including Loans Held for SaleOtherInterest-bearing DepositsSecuritized Debt ObligationsSenior and Subordinated NotesOther
Total amounts presented in our consolidated statements of income$2,411 $25,862 $240 $(3,420)$(523)$(1,159)$718 
Fair value hedging relationships:
Interest rate and foreign exchange contracts:
Interest recognized on derivatives$(12)$$$(108)$(14)$(6)$
Gains (losses) recognized on derivatives(278)263 45 704 (9)
Gains (losses) recognized on hedged items(1)
278 (258)(123)(801)
Excluded component of fair value hedges(2)
(2)
Net expense recognized on fair value hedges$(12)$$$(103)$(92)$(105)$
Cash flow hedging relationships:(3)
Interest rate contracts:
Realized losses reclassified from AOCI into net income$(8)$(163)$$$$$
Foreign exchange contracts:
Realized gains (losses) reclassified from AOCI into net income(4)
44 (1)
Net income (expense) recognized on cash flow hedges$(8)$(163)$44 $$$$(1)
_________
(1)Includes amortization benefit of $39 million for the years ended December 31, 2017, 20162021 and 2015.expense of $12 million and $171 million for the years ended December 31, 2020 and 2019 respectively, related to basis adjustments on discontinued hedges.
Table 10.4: Gains(2)Changes in fair values of cross-currency swaps attributable to changes in cross-currency basis spreads are excluded from the assessment of hedge effectiveness and Lossesrecorded in other comprehensive income. The initial value of the excluded component is recognized in earnings over the life of the swap under the amortization approach.
(3)See “Note 10—Stockholders’ Equity” for the effects of cash flow and net investment hedges on Derivatives Designated as Cash Flow HedgesAOCI and Net Investment Hedgesamounts reclassified to net income, net of tax.
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Gains (losses) recorded in AOCI:      
Cash flow hedges:      
Interest rate contracts $(113) $(6) $301
Foreign exchange contracts 18
 3
 (17)
Subtotal (95) (3) 284
Net investment hedges:      
Foreign exchange contracts (143) 280
 83
Net derivatives gains (losses) recognized in AOCI $(238) $277
 $367
Gains (losses) recorded in earnings:      
Cash flow hedges:      
Gains (losses) reclassified from AOCI into earnings:      
Interest rate contracts(1)
 $91
 $192
 $190
Foreign exchange contracts(2)
 17
 3
 (16)
Subtotal 108
 195
 174
Gains (losses) recognized in earnings due to ineffectiveness:      
Interest rate contracts(2)
 2
 (4) 2
Net derivative gains (losses) recognized in earnings $110
 $191
 $176
(4)We recognized a gain of $163 million for the years ended December 31, 2021 and loss of $57 million, $341 million for the years ended December 31, 2020 and 2019 respectively, on foreign exchange contracts reclassified from AOCI. These amounts were largely offset by the foreign currency transaction gains (losses) on our foreign currency denominated intercompany funding included in other non-interest income on our consolidated statements of income.
__________
(1)
Amounts reclassified are recorded in our consolidated statements of income in interest income or interest expense.
(2)
Amounts are recorded in our consolidated statements of income in other non-interest income or other interest income.
In the next 12 months, we expect to reclassify tointo earnings net after-tax lossesgains of $17$286 million currently recorded in AOCI as of December 31, 2017.2021. These amounts will offset the cash flows associated with the hedged forecasted transactions. The maximum length of time over which forecasted transactions were hedged was approximately six6.2 years as of December 31, 2017.2021. The amount we expect to reclassify into earnings may change as a result of changes in market conditions and ongoing actions taken as part of our overall risk management strategy.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Free-Standing Derivatives
NOTE 11—STOCKHOLDERS’ EQUITY
Preferred Stock
The following table summarizesnet impacts to our consolidated statements of income related to free-standing derivatives are presented below for the Company’s preferred stock issued and outstanding as of years ended December 31, 20172021, 2020 and 2016.2019. These gains or losses are recognized in other non-interest income on our consolidated statements of income.
Table 11.1: Preferred Stock Issued9.5: Gains (Losses) on Free-Standing Derivatives
Year Ended December 31,
(Dollars in millions)202120202019
Gains (losses) recognized in other non-interest income:
Customer accommodation:
Interest rate contracts$32 $15 $48 
Commodity contracts28 32 17 
Foreign exchange and other contracts(1)
7 13 
Total customer accommodation67 55 78 
Other interest rate exposures(5)(8)(16)
Other contracts(12)(4)(10)
Total$50 $43 $52 
__________
(1)     Foreign exchange and Outstanding(1)
      Redeemable by Issuer Beginning Per Annum Dividend Rate Dividend Frequency Liquidation Preference per Share   
Carrying Value
(in millions)
Series Description Issuance Date     Total Shares Outstanding December 31, 2017 December 31, 2016
Series B 
6.00%
Non-Cumulative
 August 20, 2012 September 1, 2017 6.00% Quarterly $1,000
 875,000
 $853
 $853
Series C 
6.25%
Non-Cumulative
 June 12, 2014 September 1, 2019 6.25 Quarterly 1,000
 500,000
 484
 484
Series D 
6.70%
Non-Cumulative
 October 31, 2014 December 1, 2019 6.70 Quarterly 1,000
 500,000
 485
 485
Series E Fixed-to-Floating Rate Non-Cumulative May 14, 2015 June 1, 2020 5.55% through 5/31/2020;
3-mo. LIBOR+ 380 bps thereafter
 Semi-Annually through 5/31/2020; Quarterly thereafter 1,000
 1,000,000
 988
 988
Series F 
6.20%
Non-Cumulative
 August 24, 2015 December 1, 2020 6.20 Quarterly 1,000
 500,000
 484
 484
Series G 
5.20%
Non-Cumulative
 July 29, 2016 December 1, 2021 5.20 Quarterly 1,000
 600,000
 583
 583
Series H 
6.00%
Non-Cumulative
 November 29, 2016 December 1, 2021 6.00 Quarterly 1,000
 500,000
 483
 483
Total               $4,360
 $4,360
__________
(1)
Except for Series E, ownership is held in the form of depositary shares, each representing a 1/40th interest in a share of fixed-rate non-cumulative perpetual preferred stock.

other contracts include gains of $9 million, $8 million and $7 million on FX spot transactions for the years ended December 31, 2021, 2020 and 2019, respectively.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 10—STOCKHOLDERS’ EQUITY
Preferred Stock
The following table summarizes our preferred stock outstanding as of December 31, 2021 and 2020.
Table 10.1: Preferred Stock Outstanding(1)
Redeemable by Issuer BeginningPer Annum Dividend RateDividend FrequencyLiquidation Preference per ShareTotal Shares Outstanding
as of
December 31, 2021
Carrying Value
(in millions)
SeriesDescriptionIssuance DateDecember 31, 2021December 31, 2020
Series E(2)
Fixed-to-Floating Rate
Non-Cumulative
May 14, 2015June 1, 2020
5.550% through 5/31/2020;
3-mo. LIBOR + 380 bps thereafter
Semi-Annually through 5/31/2020;
Quarterly thereafter
$1,000 0$0 $988 
Series G(3)
5.200%
Non-Cumulative
July 29, 2016December 1, 20215.200%Quarterly1,000 00 583 
Series H(3)
6.000%
Non-Cumulative
November 29, 2016December 1, 20216.000Quarterly1,000 00 483 
Series I5.000%
Non-Cumulative
September 11, 2019December 1, 20245.000Quarterly1,000 1,500,000 1,462 1,462 
Series J4.800%
Non-Cumulative
January 31, 2020June 1, 20254.800Quarterly1,000 1,250,000 1,209 1,209 
Series K4.625%
Non-Cumulative
September 17, 2020December 1, 20254.625Quarterly1,000 125,000 122 122 
Series L4.375%
Non-Cumulative
May 4, 2021September 1, 20264.375Quarterly1,000 675,000 652 
Series M3.950% Fixed Rate Reset
Non-Cumulative
June 10, 2021September 1, 20263.950% through 8/31/2026; resets 9/1/2026 and every subsequent 5 year anniversary at 5-Year Treasury Rate +3.157%Quarterly1,000 1,000,000 988 
Series N4.250%
Non-Cumulative
July 29, 2021September 1, 20264.250%Quarterly1,000 425,000 412 
Total$4,845 $4,847 
__________
(1)Except for Series M, ownership is held in the form of depositary shares, each representing a 1/40th interest in a share of fixed-rate non-cumulative perpetual preferred stock.
(2)On September 1, 2021, we redeemed all outstanding shares of our preferred stock Series E.
(3)On December 1, 2021, we redeemed all outstanding shares of our preferred stock Series G and H.




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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
Accumulated Other Comprehensive Income
Accumulated other comprehensive incomeAOCI primarily consists of accumulated net unrealized gains or losses associated with securities available for sale, securities, the effective portion of the changes in fair value of derivatives designated as cash flow hedges, unrealized gains and losses on securities held to maturity on the transfer date from the available for sale categoryin hedging relationships, and foreign currency translation adjustments. Unrealized gains and losses for securities held to maturity are amortized over the remaining life of the security with no expected impact on future net income as amortization of these gains or losses will be offset by the amortization of premium or discount created from the transfer of securities from available to sale to held to maturity. The amount of foreign currency translation adjustments below includes the impact from hedging instruments designated as net investment hedges.
The following table presentsincludes the AOCI impacts from the adoption of the CECL standard and the changes in AOCI by component for the years ended December 31, 2017, 20162021, 2020 and 2015.2019.
Table 11.2: Accumulated Other Comprehensive Income
10.2: AOCI
Year Ended December 31, 2021
(Dollars in millions)Securities Available for Sale
Hedging Relationships(1)
Foreign Currency Translation Adjustments (2)
Securities Held to MaturityOtherTotal
AOCI as of December 31, 2018$(439)$(418)$(177)$(190)$(39)$(1,263)
Other comprehensive income before reclassifications670 414 70 17 1,171 
Amounts reclassified from AOCI into earnings(20)358 26 (4)360 
Other comprehensive income, net of tax650 772 70 26 13 1,531 
Transfer of securities held to maturity to available for sale, net of tax(3)
724001640888
AOCI as of December 31, 2019935 354 (107)(26)1,156 
Cumulative effects from the adoption of the CECL standard(8)(8)
Other comprehensive income before reclassifications1,278 1,401 76 2,760 
Amounts reclassified from AOCI into earnings(19)(393)(2)(414)
Other comprehensive income, net of tax1,259 1,008 76 2,346 
AOCI as of December 31, 20202,186 1,362 (31)(23)3,494 
Other comprehensive income (loss) before reclassifications(1,887)(396)10 0 7 (2,266)
Amounts reclassified from AOCI into earnings(2)(848)0 0 (4)(854)
Other comprehensive income (loss), net of tax(1,889)(1,244)10 0 3 (3,120)
AOCI as of December 31, 2021$297 $118 $(21)$0 $(20)$374 
__________
(Dollars in millions) 
Securities
Available
for Sale
 Securities Held to Maturity 
Cash Flow
Hedges
 Foreign
Currency
Translation Adjustments
 Other Total
AOCI as of December 31, 2014 $410
 $(821) $10
 $(8) $(21) $(430)
Other comprehensive income (loss) before reclassifications (268) 0
 284
 (135) (5) (124)
Amounts reclassified from AOCI into earnings 20
 96
 (174) 0
 (4) (62)
Net other comprehensive income (loss) (248) 96
 110
 (135) (9) (186)
AOCI as of December 31, 2015 162
 (725) 120
 (143) (30) (616)
Other comprehensive income (loss) before reclassifications (172) 0
 (3) (79) 7
 (247)
Amounts reclassified from AOCI into earnings 6
 104
 (195) 0
 (1) (86)
Net other comprehensive income (loss) (166) 104
 (198) (79) 6
 (333)
AOCI as of December 31, 2016 (4) (621) (78) (222) (24) (949)
Other comprehensive income (loss) before reclassifications 62
 0
 (95) 84
 30
 81
Amounts reclassified from AOCI into earnings (41) 97
 (108) 0
 (6) (58)
Net other comprehensive income (loss) 21
 97
 (203) 84
 24
 23
AOCI as of December 31, 2017 $17
 $(524) $(281) $(138) $0
 $(926)
(1)Includes amounts related to cash flow hedges as well as the excluded component of cross-currency swaps designated as fair value hedges.

(2)Includes other comprehensive gains of $22 million, loss of $65 million and $49 million for the years ended December 31, 2021, 2020 and 2019 respectively, from hedging instruments designated as net investment hedges.
(3)On December 31, 2019, we transferred our entire portfolio of held to maturity securities to available for sale in consideration of changes to regulatory capital requirements under the Tailoring Rules.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The following table presents the impacts on net income of amounts reclassified from each component of AOCI to our consolidated statements of income for the years ended December 31, 2017, 20162021, 2020 and 2015.2019.
Table 11.3:10.3: Reclassifications from AOCI
(Dollars in millions)Year Ended December 31,
AOCI ComponentsAffected Income Statement Line Item202120202019
Securities available for sale:
Non-interest income$2 $25 $26 
Income tax provision0 
Net income2 19 20 
Hedging relationships:
Interest rate contracts:Interest income957 566 (171)
Foreign exchange contracts:Interest income1 10 44 
Interest expense(3)(3)(2)
Non-interest income163 (57)(341)
Income (loss) from continuing operations before income taxes1,118 516 (470)
Income tax provision (benefit)270 123 (112)
Net income (loss)848 393 (358)
Securities held to maturity:(1)
Interest income0 (35)
Income tax benefit0 (9)
Net income (loss)0 (26)
Other:
Non-interest income and non-interest expense5 
Income tax provision1 
Net income4 
Total reclassifications$854 $414 $(360)
    __________
(1)On December 31, 2019, we transferred our entire portfolio of held to maturity securities to available for sale.


    Amount Reclassified from AOCI
(Dollars in millions)   Year Ended December 31,
AOCI Components Affected Income Statement Line Item 2017 2016 2015
Securities available for sale:        
  Non-interest income $65
 $(10) $(32)
  Income tax provision (benefit) 24
 (4) (12)
  Net income (loss) 41
 (6) (20)
Securities held to maturity:        
  Interest income (150) (164) (151)
  Income tax benefit (53) (60) (55)
  Net income loss (97) (104) (96)
Cash flow hedges:        
Interest rate contracts: Interest income 145
 306
 303
Foreign exchange contracts: Interest income 27
 6
 (5)
  Non-interest income 1
 (2) (21)
  Income from continuing operations before income taxes 173
 310
 277
  Income tax provision 65
 115
 103
  Net income 108
 195
 174
Other:        
  Non-interest income and non-interest expense 9
 2
 5
  Income tax provision 3
 1
 1
  Net income 6
 1
 4
Total reclassifications $58
 $86
 $62
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The table below summarizes other comprehensive income (loss) activity and the related tax impact for the years ended December 31, 2017, 20162021, 2020 and 2015.2019.
Table 11.4:10.4: Other Comprehensive Income (Loss)
 Year Ended December 31,
 202120202019
(Dollars in millions)Before
Tax
Provision
(Benefit)
After
Tax
Before
Tax
Provision
(Benefit)
After
Tax
Before
Tax
Provision
(Benefit)
After
Tax
Other comprehensive income (loss):
Net unrealized gains (losses) on securities available for sale$(2,486)$(597)$(1,889)$1,659 $400 $1,259 $855 $205 $650 
Net unrealized gains (losses) on hedging relationships(1,640)(396)(1,244)1,329 321 1,008 1,016244772
Foreign currency translation adjustments(1)
17 7 10 56 (20)76 54(16)70
Net changes in securities held to maturity0 0 0 361026
Other4 1 3 17 13 
Other comprehensive income (loss)$(4,105)$(985)$(3,120)$3,048 $702 $2,346 $1,978 $447 $1,531 
__________
  Year Ended December 31,
  2017 2016 2015
(Dollars in millions) 
Before
Tax
 Provision
(Benefit)
 
After
Tax
 
Before
Tax
 Provision
(Benefit)
 
After
Tax
 
Before
Tax
 Provision
(Benefit)
 
After
Tax
Other comprehensive income (loss):                  
Net unrealized gains (losses) on securities available for sale $23
 $2
 $21
 $(254) $(88) $(166) $(393) $(145) $(248)
Net changes in securities held to maturity 150
 53
 97
 164
 60
 104
 151
 55
 96
Net unrealized gains (losses) on cash flow hedges (325) (122) (203) (315) (117) (198) 175
 65
 110
Foreign currency translation adjustments 3
 (81) 84
 86
 165
 (79) (86) 49
 (135)
Other 38
 14
 24
 10
 4
 6
 (14) (5) (9)
Other comprehensive income (loss) $(111) $(134) $23
 $(309) $24
 $(333) $(167) $19
 $(186)

(1)Includes the impact of hedging instruments designated as net investment hedges.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 12—11—REGULATORY AND CAPITAL ADEQUACY
Regulation and Capital Adequacy
Bank holding companies (“BHCs”)The Company and national banksthe Banks are subject to the regulatory capital adequacy standards adoptedrequirements established by the Federal Reserve and the Office of the Comptroller of the Currency and Federal Deposit Insurance Corporation (collectively, the “Federal Banking Agencies”(“OCC”), including the respectively (the “Basel III Capital Rules”). The Basel III Capital Rule.Rules implement certain capital requirements published by the Basel Committee on Banking Supervision (“Basel Committee”), along with certain provisions of the Dodd-Frank Act and other capital provisions. Moreover, the Banks, as insured depository institutions, are subject to prompt corrective action (“PCA”) capital regulations, which require the Federal Reserve, OCC and the Federal Deposit Insurance Corporation (collectively, the “Federal Banking AgenciesAgencies”) to take prompt corrective action for banks that do not meet PCA capital requirements. We entered parallel run under Advanced Approaches on January 1, 2015, during which we calculate capital ratios under both the Basel III Standardized Approach and the Basel III Advanced Approaches, though we continue to use the Standardized Approach for purposes of meeting regulatory capital requirements.
Under the Basel III Capital Rule, the regulatoryRules, we must maintain a minimum risk-based and leverage capital requirements for Advanced Approaches banking organizations include a common equity Tier 1 (“CET1”) capital ratio of at least 4.5%, a Tier 1 capital ratio of at least 6.0%, and a total capital ratio of at least 8.0%, in each case in relation to risk-weighted assets. In addition, we must maintain a minimum leverage ratio of 4.0% and a Tier 1minimum supplementary leverage ratio of 3.0%. We are also subject to the capital ratioconservation buffer and countercyclical capital buffer requirements, as described below.
Following amendments to the Basel III Capital Rules in October 2019 by the Federal Banking Agencies to provide for tailored application of certain capital requirements across different categories of banking institutions (the “Tailoring Rules”), the Company, as a bank holding company (“BHC”) with total consolidated assets of at least 4.0%. The Basel$250 billion but less than $700 billion and not exceeding any of the applicable risk-based thresholds, is a Category III Capital Rule introducedinstitution.
As a supplementary leverage ratio for all Advanced Approaches banking organizations, which compares TierCategory III institution, effective January 1, capital to total leverage exposure, which includes all on-balance sheet assets and certain off-balance sheet exposures, including derivatives and unused commitments. Given that2020, we are in ourno longer subject to the Basel III Advanced Approaches parallel run,framework and certain associated capital requirements, and we calculatehave elected to exclude certain elements of AOCI from our regulatory capital as permitted for a Category III institution. We remain subject to the ratio based on Tier 1countercyclical capital under the Standardized Approach. Thebuffer requirement (which is currently set at 0%) and supplementary leverage ratio minimum requirement of 3.0% became effective.
Global systemically important banks (“G-SIBs”) that are based in the U.S. are subject to an additional CET1 capital requirement known as the “G-SIB Surcharge.” We are not a G-SIB based on the most recent available data and thus we are not subject to a G-SIB Surcharge.
The Federal Banking Agencies adopted a final rule (the “CECL Transition Rule”) that provides banking institutions an optional five-year transition period to phase in the impact of the current expected credit loss (“CECL”) standard on their regulatory capital (the “CECL Transition Election”). We adopted the CECL standard (for accounting purposes) as of January 1, 2018. As an Advanced Approaches banking organization, however, we were required to calculate2020, and publicly disclose our supplementary leverage ratio beginningmade the CECL Transition Election (for regulatory capital purposes) in the first quarter of 2015.2020. Therefore, the applicable amounts presented in this Report reflect such election.
Pursuant to the CECL Transition Rule, a banking institution could elect to delay the estimated impact of adopting CECL on its regulatory capital through December 31, 2021 and then phase in the estimated cumulative impact from January 1, 2022 through December 31, 2024. For additional information aboutthe “day 2” ongoing impact of CECL during the initial two years, the Federal Banking Agencies used a uniform “scaling factor” of 25% as an approximation of the increase in the allowance under the CECL standard compared to the prior incurred loss methodology. Accordingly, from January 1, 2020 through December 31, 2021, electing banking institutions were permitted to add back to their regulatory capital an amount equal to the sum of the after-tax “day 1” CECL adoption impact and 25% of the increase in the allowance since the adoption of the CECL standard. From January 1, 2022 through December 31, 2024, the after-tax “day 1” CECL adoption impact and the cumulative “day 2” ongoing impact are being phased in to regulatory capital at 25% per year. The following table summarizes the capital adequacy guidelines we are subjectimpact delay and phase in period on our regulatory capital from years 2020 to see “Part 1—Item 1. BusinessSupervision and Regulation.”2025.

Capital Impact DelayedPhase In Period
202020212022202320242025
“Day 1” CECL adoption impactCapital impact delayed to 202225% Phased In50% Phased In75% Phased InFully Phased In
Cumulative “day 2” ongoing impact25% scaling factor as an approximation of the increase in allowance under CECL
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

As of December 31, 2021, we added back an aggregate amount of $2.4 billion, after taxes, to our regulatory capital pursuant to the CECL Transition Rule. The Company’s CET1 capital ratio, reflecting the CECL Transition Rule, was 13.1% as of December 31, 2021, and would have been 12.4% excluding the impact of the CECL Transition Rule (or "on a fully phased-in basis").
For additional information about the capital adequacy guidelines to which we are subject, see “Part I—Item 1. Business—Supervision and Regulation.”
The following tableprovides a comparison of our regulatory capital amounts and ratios under the Basel III Standardized Approach subject to the applicable transition provisions, the regulatory minimum capital adequacy ratios and the PCAapplicable well-capitalized levelstandard for each ratiowhere applicable, as of December 31, 20172021 and 2016.2020.
Table 12.1:11.1: Capital Ratios Under Basel III(1)
 December 31, 2017 December 31, 2016 December 31, 2021December 31, 2020
(Dollars in millions) Capital Amount Capital
Ratio
 Minimum
Capital
Adequacy
 Well-
Capitalized
 Capital Amount Capital
Ratio
 Minimum
Capital
Adequacy
 Well-
Capitalized
(Dollars in millions)Capital AmountCapital
Ratio
Minimum
Capital
Adequacy
Well-
Capitalized
Capital AmountCapital
Ratio
Minimum
Capital
Adequacy
Well-
Capitalized
Capital One Financial Corp:     Capital One Financial Corp:
Common equity Tier 1 capital(2)
 $30,036
 10.3 4.5 N/A $28,803
 10.1 4.5 N/A
Common equity Tier 1 capital(2)
$43,501 13.1 %4.5 %N/A$40,736 13.7 %4.5 %N/A
Tier 1 capital(3)
 34,396
 11.8 6.0 6.0 33,162
 11.6 6.0 6.0
Tier 1 capital(3)
48,346 14.5 6.0 6.0 %45,583 15.3 6.0 6.0 %
Total capital(4)
 41,962
 14.4 8.0 10.0 40,817
 14.3 8.0 10.0
Total capital(4)
56,089 16.9 8.0 10.0 52,788 17.7 8.0 10.0 
Tier 1 leverage(5)
 34,396
 9.9 4.0 N/A 33,162
 9.9 4.0 N/A
Tier 1 leverage(5)
48,346 11.6 4.0 N/A45,583 11.2 4.0 N/A
Supplementary leverage(6)
 34,396
 8.4 N/A N/A 33,162
 8.6 N/A N/A
Supplementary leverage(6)(7)
Supplementary leverage(6)(7)
48,346 9.9 3.0 N/A45,583 10.7 3.0 N/A
COBNA:     COBNA:
Common equity Tier 1 capital(2)
 14,791
 14.3 4.5 6.5 11,568
 12.0 4.5 6.5
Common equity Tier 1 capital(2)
17,392 16.5 4.5 6.5 19,924 21.5 4.5 6.5 
Tier 1 capital(3)
 14,791
 14.3 6.0 8.0 11,568
 12.0 6.0 8.0
Tier 1 capital(3)
17,392 16.5 6.0 8.0 19,924 21.5 6.0 8.0 
Total capital(4)
 17,521
 16.9 8.0 10.0 14,230
 14.8 8.0 10.0
Total capital(4)
19,047 18.0 8.0 10.0 21,708 23.4 8.0 10.0 
Tier 1 leverage(5)
 14,791
 12.7 4.0 5.0 11,568
 10.8 4.0 5.0
Tier 1 leverage(5)
17,392 14.9 4.0 5.0 19,924 18.3 4.0 5.0 
Supplementary leverage(6)
 14,791
 10.4 N/A N/A 11,568
 8.9 N/A N/A
Supplementary leverage(6)
17,392 12.0 3.0 N/A19,924 14.7 3.0 N/A
CONA:     CONA:
Common equity Tier 1 capital(2)
 23,771
 12.2 4.5 6.5 20,670
 10.6 4.5 6.5
Common equity Tier 1 capital(2)
26,699 11.1 4.5 6.5 26,671 12.4 4.5 6.5 
Tier 1 capital(3)
 23,771
 12.2 6.0 8.0 20,670
 10.6 6.0 8.0
Tier 1 capital(3)
26,699 11.1 6.0 8.0 26,671 12.4 6.0 8.0 
Total capital(4)
 26,214
 13.4 8.0 10.0 23,117
 11.8 8.0 10.0
Total capital(4)
29,449 12.2 8.0 10.0 29,369 13.7 8.0 10.0 
Tier 1 leverage(5)
 23,771
 8.6 4.0 5.0 20,670
 7.7 4.0 5.0
Tier 1 leverage(5)
26,699 7.4 4.0 5.0 26,671 7.6 4.0 5.0 
Supplementary leverage(6)
 23,771
 7.7 N/A N/A 20,670
 6.9 N/A N/A
Supplementary leverage(6)
26,699 6.6 3.0 N/A26,671 6.9 3.0 N/A
__________
(1)
Capital ratios are calculated based on the Basel III Standardized Approach framework, subject to applicable transition provisions, such as the inclusion of the unrealized gains and losses on securities available for sale included in AOCI and adjustments related to intangible assets other than goodwill. The inclusion of AOCI and the adjustments related to intangible assets are phased-in at 60% for 2016, 80% for 2017 and 100% for 2018. Capital ratios that are not applicable are denoted by “N/A.”
(2)
Common equity Tier 1 capital ratio is a regulatory capital measure calculated based on common equity Tier 1 capital divided by risk-weighted assets.
(3)
Tier 1 capital ratio is a regulatory capital measure calculated based on Tier 1 capital divided by risk-weighted assets.
(4)
Total capital ratio is a regulatory capital measure calculated based on total capital divided by risk-weighted assets.
(5)
Tier 1 leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by adjusted average assets.
(6)
Supplementary leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by total leverage exposure.
(1)Capital requirements that are not applicable are denoted by “N/A”.
(2)Common equity Tier 1 capital ratio is a regulatory capital measure calculated based on common equity Tier 1 capital divided by risk-weighted assets.
(3)Tier 1 capital ratio is a regulatory capital measure calculated based on Tier 1 capital divided by risk-weighted assets.
(4)Total capital ratio is a regulatory capital measure calculated based on total capital divided by risk-weighted assets.
(5)Tier 1 leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by adjusted average assets.
(6)Supplementary leverage ratio is a regulatory capital measure calculated based on Tier 1 capital divided by total leverage exposure.
(7)The Company’s supplementary leverage ratio as of December 31, 2020 reflected the temporary exclusions of U.S Treasury securities and deposits with the Federal Reserve Banks from the denominator of the supplementary leverage ratio, pursuant to an interim final rule issued by the Federal Reserve. For more information, see “Part II—Item 7. Capital Management—Capital Standards and Prompt Corrective Action”.
We exceeded the minimum capital requirements and each of the Banks exceeded the minimum regulatory requirements and were well-capitalized under PCA requirements as of both December 31, 20172021 and 2016.2020.
Regulatory restrictions exist that limit the ability of the Banks to transfer funds to our BHC. As of December 31, 2017,2021, funds available for dividend payments from COBNA and CONA were $4.0 billion$531 million and $1.6 billion,$447 million, respectively. Applicable
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
provisions that may be contained in our borrowing agreements or the borrowing agreements of our subsidiaries may limit our subsidiaries’ ability to pay dividends to us or our ability to pay dividends to our stockholders.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 13—12—EARNINGS PER COMMON SHARE
The following table sets forth the computation of basic and diluted earnings per common share.share for the years ended December 31, 2021, 2020 and 2019. Dividends and undistributed earnings allocated to participating securities represent the undistributed earnings allocated to participating securities usingapplication of the two-class“two-class” method permitted by U.S. GAAP for computing earnings per share.as described in “Note 1—Summary of Significant Accounting Policies.”
Table 13.1:12.1: Computation of Basic and Diluted Earnings per Common Share
 Year Ended December 31,Year Ended December 31,
(Dollars and shares in millions, except per share data) 2017 2016 2015(Dollars and shares in millions, except per share data)202120202019
Income from continuing operations, net of tax $2,117
 $3,770
 $4,012
Income from continuing operations, net of tax$12,394 $2,717 $5,533 
Income (loss) from discontinued operations, net of tax (135) (19) 38
Income (loss) from discontinued operations, net of tax(4)(3)13 
Net income 1,982
 3,751
 4,050
Net income12,390 2,714 5,546 
Dividends and undistributed earnings allocated to participating securities (13) (24) (20)Dividends and undistributed earnings allocated to participating securities(105)(20)(41)
Preferred stock dividends (265) (214) (158)Preferred stock dividends(274)(280)(282)
Issuance cost for redeemed preferred stockIssuance cost for redeemed preferred stock(46)(39)(31)
Net income available to common stockholders $1,704
 $3,513
 $3,872
Net income available to common stockholders$11,965 $2,375 $5,192 
      
Total weighted-average basic shares outstanding 484.2
 504.9
 541.8
Total weighted-average basic common shares outstandingTotal weighted-average basic common shares outstanding442.5 457.8 467.6 
Effect of dilutive securities:(1)      
Stock options 2.5
 2.0
 2.6
Stock options0.7 0.6 1.3 
Other contingently issuable shares 1.2
 1.3
 1.3
Other contingently issuable shares1.0 0.5 1.0 
Warrants(1)
 0.7
 1.6
 2.3
Total effect of dilutive securities 4.4
 4.9
 6.2
Total effect of dilutive securities1.7 1.1 2.3 
Total weighted-average diluted shares outstanding 488.6
 509.8
 548.0
      
Total weighted-average diluted common shares outstandingTotal weighted-average diluted common shares outstanding444.2 458.9 469.9 
Basic earnings per common share:      Basic earnings per common share:
Net income from continuing operations $3.80
 $7.00
 $7.08
Net income from continuing operations$27.05 $5.20 $11.07 
Income (loss) from discontinued operations (0.28) (0.04) 0.07
Income (loss) from discontinued operations(0.01)(0.01)0.03 
Net income per basic common share $3.52
 $6.96
 $7.15
Net income per basic common share$27.04 $5.19 $11.10 
      
Diluted earnings per common share:(2)
      
Diluted earnings per common share:(1)
Diluted earnings per common share:(1)
Net income from continuing operations $3.76
 $6.93
 $7.00
Net income from continuing operations$26.95 $5.19 $11.02 
Income (loss) from discontinued operations (0.27) (0.04) 0.07
Income (loss) from discontinued operations(0.01)(0.01)0.03 
Net income per diluted common share $3.49
 $6.89
 $7.07
Net income per diluted common share$26.94 $5.18 $11.05 
____________________
(1)
Represents warrants issued as part of the U.S. Department of Treasury’s Troubled Assets Relief Program (“TARP”). There were 1.3 million warrants to purchase common stock outstanding as of December 31, 2017 and 4.1 million warrants to purchase common stock outstanding as of both December 31, 2016 and 2015.
(2)
Excluded from the computation of diluted earnings per share were 233,000 shares related to options with exercise prices ranging from $82.08 to $86.34, 1.7 million shares related to options with exercise prices ranging from $63.73 to $88.81 and 1.9 million shares related to options with exercise prices ranging from $70.96 to $88.81 for the years ended December 31, 2017, 2016 and 2015, respectively, because their inclusion would be anti-dilutive.

(1)Excluded from the computation of diluted earnings per share were awards and stock options that would be anti-dilutive. These computations exclude awards of 26 thousand shares and 6 thousand shares for the years ended December 31, 2021 and 2020, respectively, as well as stock options of 523 thousand shares with an exercise price ranging from $63.73 to $86.34 and 69 thousand shares with an exercise price of $86.34 for the years ended December 31, 2020 and 2019, respectively. There were no anti-dilutive stock options for the years ended December 31, 2021 and no anti-dilutive awards of shares for the year ended December 31, 2019.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 14—13—STOCK-BASED COMPENSATION PLANS
Stock Plans
We have one1 active stock-based compensation plan available for the issuance of shares to employees, directors and third-party service providers (if applicable). As of December 31, 2017,2021, under the Amended and Restated 2004 Stock Incentive plan (“2004 Plan”), we are authorized to issue 5567 million common shares in various forms, including incentive stock options, nonstatutory stock options, stock appreciation rights, restricted stock awards (“RSAs”),primarily share-settled restricted stock units (“RSUs”), performance share awards (“PSAs”) andRSUs, performance share units (“PSUs”)., and non-qualified stock options. Of this amount, approximately 1517 million shares remain available for future issuance as of December 31, 2017.2021. The 2004 Plan permits the use of newly issued shares or treasury shares upon the settlement of options and stock-based incentive awards, and we generally settle by issuing new shares.
We also issue cash-settled restricted stock units (and in the past issued cash equity units).units. These cash-settled units are not counted against the common shares authorized for issuance or available for issuance under the 2004 Plan. Cash-settled units vesting during 2021, 2020 and 2019 resulted in cash payments to associates of $7 million, $12 million and $15 million, respectively. There was no unrecognized compensation cost for unvested cash-settled units as of December 31, 2021.
Total stock-based compensation expense recognized during 2017, 20162021, 2020 and 20152019 was $244$331 million, $239$203 million and $161$239 million, respectively. The total income tax benefit for stock-based compensation recognized during 2017, 20162021, 2020 and 20152019 was $92$62 million, $89$43 million and $61$50 million, respectively.
In addition, we maintain an Associate Stock Purchase Plan (“Purchase Plan”), which is a compensatory plan under the accounting guidance for stock-based compensation. Related to the Purchase Plan, we recognized compensation expense of $33 million, $30 million and $25 million for 2021, 2020 and 2019, respectively. We also maintain a Dividend Reinvestment and Stock Purchase Plan, which allows participating stockholders to purchase additional shares of our common stock through automatic reinvestment of dividends or optional cash investments.
Restricted Stock Units and Performance Share Units
RSUs represent share-settled awards that do not contain performance conditions and are granted to certain employees at no cost to the recipient. RSUs generally vest over three years from the date of grant; however, some RSUs cliff vest on or shortly after the first or third anniversary of the grant date. RSUs are subject to forfeiture until certain restrictions have lapsed, including continued employment for a specified period of time.
PSUs represent share-settled awards that contain performance conditions and are granted to certain employees at no cost to the recipient. PSUs generally vest over three years from the date of grant; however, some PSUs cliff vest on or shortly after the third anniversary of the grant date. The number of PSUs that step vest over three years can be reduced by 50% or 100% depending on whether specific performance goals are met during the vesting period. The number of three-year cliff vesting PSUs that will ultimately vest is contingent upon meeting specific performance goals over a three-year period. These PSUs also include an opportunity to receive from 0% to 150% of the target number of common shares.
A recipient of an RSU or PSU is entitled to receive a share of common stock after the applicable restrictions lapse and is generally entitled to receive cash payments or additional shares of common stock equivalent to any dividends paid on the underlying common stock during the period the RSU or PSU is outstanding, but is not entitled to voting rights. Generally, the value of RSUs and PSUs will equal the fair value of our common stock on the date of grant and the expense is recognized over the vesting period. Certain PSUs have discretionary vesting conditions and are remeasured at fair value each reporting period.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
The following table presents a summary of 2021 activity for RSUs and PSUs.
Table 13.1: Summary of Restricted Stock Units and Performance Share Units
Restricted Stock Units
Performance Share Units(1)
(Shares/units in thousands)UnitsWeighted-Average
Grant Date
Fair Value
per Unit
UnitsWeighted-Average
Grant Date
Fair Value
per Unit
Unvested as of January 1, 20213,833 $86.14 1,761 $96.15 
Granted(2)
2,123 127.37 873 112.51 
Vested(1,600)90.69 (760)98.74 
Forfeited(246)105.83 (109)101.02 
Unvested as of December 31, 20214,110 $104.50 1,765 $102.84 
_________
(1)Granted and vested include adjustments for achievement of specific performance goals for performance share units granted in prior periods.
(2)The weighted-average grant date fair value of RSUs was $92.04 and $83.29 in 2020 and 2019, respectively. The weighted-average grant date fair value of PSUs was $100.04 and $78.18 in 2020 and 2019, respectively.
The total fair value of RSUs that vested during 2021, 2020 and 2019 was $202 million, $140 million and $122 million, respectively. The total fair value of PSUs that vested was $94 million in 2021 and $82 million in both 2020 and 2019. As of December 31, 2021, the unrecognized compensation expense related to unvested RSUs is $247 million, which is expected to be amortized over a weighted-average period of approximately 1.9 years; and the unrecognized compensation related to unvested PSUs was $38 million, which is expected to be amortized over a weighted-average period of approximately one year.
Stock Options
Stock options have a maximum contractual term of ten10 years. Generally, the exercise price of stock options will equal the fair market value of our common stock on the date of grant. Option vesting is determined at the time of grant and may be subject to the achievement of any applicable performance conditions. Options generally become exercisable over three years beginning on the first anniversary of the date of grant; however, some option grants cliff-vestcliff vest on or shortly after the first or third anniversary of the grant date.
The following table presents a summary of 20172021 activity for stock options and the balance of stock options exercisable as of December 31, 2017.2021.
Table 14.1:13.2: Summary of Stock Options Activity
(Shares in thousands, and intrinsic value in millions) Shares
Subject to
Options
 Weighted-
Average
Exercise
Price
 Weighted-
Average
Remaining
Contractual
Term
 Aggregate
Intrinsic
Value
(Shares in thousands, and intrinsic value in millions)Shares
Subject to
Options
Weighted-
Average
Exercise
Price
Weighted-
Average
Remaining
Contractual
Term
Aggregate
Intrinsic
Value
Outstanding as of January 1, 2017 6,985
 $48.03
  
Outstanding as of January 1, 2021Outstanding as of January 1, 20211,793 $63.91 
Granted 345
 86.34
  Granted0 0.00 
Exercised (2,431) 51.04
  Exercised(918)60.09 
Forfeited (133) 75.48
  Forfeited0 0.00 
Expired 0
 0.00
  Expired0 0.00 
Outstanding as of December 31, 2017 4,766
 $48.50
 4.1 years $243
Exercisable as of December 31, 2017 3,992
 $43.33
 3.3 years $225
Outstanding and Exercisable as of December 31, 2021Outstanding and Exercisable as of December 31, 2021875 $67.92 2.76 years$67 
The weighted-average fair value ofThere were no stock options granted during 2017, 2016in 2021, 2020 and 2015 was $21.48, $16.36 and $15.11, respectively.2019. The total intrinsic value of stock options exercised during 2017, 20162021, 2020 and 20152019 was $92$80 million, $31$65 million and $23$10 million, respectively. The unrecognized compensation expense related to stock options as of December 31, 2017 was $2 million, which is expected to be amortized over a weighted-average period of nine months.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Effective January 1, 2017, we adopted the new accounting guidance related to employee share-based payments. As a result of the adoption of this new guidance, all excess tax benefits on share-based payment awards are recognized within income tax expense in the consolidated statements of income. The following table presents the cash received from the exercise of stock options under all stock-based incentive arrangements, and the actual income tax benefit for the tax deductions from the exercise of the stock options.
Table 14.2: Stock Options Cash Flow Impact
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Cash received for options exercised $122
 $135
 $64
Tax benefit 34
 12
 9
Compensation expense for stock options is based on the grant date fair value, which is estimated using the Black-Scholes option-pricing model. This option pricing model requires the use of numerous assumptions, many of which are subjective. Certain stock options have discretionary vesting conditions and are remeasured at fair value each reporting period.
The following table presents the weighted-average assumptions used to value stock options granted during 2017, 2016 and 2015. Dividend yield represents the expected dividend rate over the life of the option, and expected option lives are calculated based on historical activities.
Table 14.3: Assumptions Used to Value Stock Options Granted
  Year Ended December 31,
  2017 2016 2015
Dividend yield 
 1.85% 2.07% 1.82%
Volatility(1)
 27.00
 30.00
 24.00
Risk-free interest rate (U.S. Treasury yield curve) 
 2.30
 1.64
 1.55
Expected option lives 
 6.6 years
 6.6 years
 6.3 years
__________
(1)
The volatility assumption for 2017 and 2016 grants was based on the implied volatility of exchange-traded options and the historical volatility of common stock. The volatility assumption for 2015 grants was based on the implied volatility of exchange-traded options and warrants.
Restricted Stock Awards and Units
RSAs and RSUs represent share-settled awards that do not contain performance conditions and are granted to certain employees at no cost to the recipient. RSAs and RSUs generally vest over three years from the date of grant; however, some RSAs and RSUs cliff vest on or shortly after the first or third anniversary of the grant date. These awards and units are subject to forfeiture until certain restrictions have lapsed, including continued employment for a specified period of time. A recipient of an RSA is entitled to voting rights and is generally entitled to dividends on the common stock. A recipient of an RSU is entitled to receive a share of common stock after the applicable restrictions lapse. Additionally, a recipient of an RSU is generally entitled to receive cash payments or additional shares of common stock equivalent to any dividends paid on the underlying common stock during the period the RSU is outstanding, but is not entitled to voting rights.
Generally, the value of RSAs and RSUs will equal the fair value of our common stock on the date of grant and the expense is recognized over the vesting period.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The following table presents a summary of 2017 activity for RSAs and RSUs.
Table 14.4: Summary of Restricted Stock Awards and Units
  Restricted Stock Awards Restricted Stock Units
(Shares/units in thousands) Shares Weighted-Average
Grant Date
Fair Value
per Share
 Units Weighted-Average
Grant Date
Fair Value
per Unit
Unvested as of January 1, 2017 67
 $63.34
 3,258
 $66.72
Granted 0
 N/A
 1,475
 86.20
Vested (38) 64.21
 (1,223) 69.03
Forfeited (13) 69.39
 (131) 75.22
Unvested as of December 31, 2017 16
 $56.39
 3,379
 $74.06
The total fair value of RSAs that vested during 2017, 2016 and 2015 was $3 million, $21 million and $28 million, respectively. There was no unrecognized compensation expense related to unvested RSAs as of December 31, 2017.
The weighted-average grant date fair value of RSUs in 2017, 2016 and 2015 was $86.20, $65.19 and $76.15, respectively. The total fair value of RSUs that vested during 2017, 2016 and 2015 was $110 million, $42 million and $27 million, respectively. The unrecognized compensation expense related to unvested RSUs as of December 31, 2017 was $116 million, which is expected to be amortized over a weighted-average period of approximately 1.7 years.
Performance Share Awards and Units
PSAs and PSUs represent share-settled awards that contain performance conditions and are granted to certain employees at no cost to the recipient. PSAs and PSUs generally vest over three years from the date of grant; however, some PSUs cliff vest on or shortly after the third anniversary of the grant date. Generally, the value of PSAs and PSUs will equal the fair market value of our common stock on the date of grant and the expense is recognized over the vesting period. Certain PSAs and PSUs have discretionary vesting conditions and are remeasured at fair value each reporting period. A recipient of a PSA is entitled to voting rights and is generally entitled to dividends on the common stock. A recipient of a PSU is entitled to receive a share of common stock after the applicable restrictions lapse. Additionally, a recipient of a PSU is generally entitled to receive cash payments or additional shares of common stock equivalent to any dividends paid on the underlying common stock during the period the PSU is outstanding, but is not entitled to voting rights.
The number of PSUs that step vest over three years can be reduced by 50% or 100% depending on whether specific performance goals are met during the vesting period. The number of three-year cliff vesting PSUs that will ultimately vest is contingent upon meeting specific performance goals over a three-year period. These PSUs also include an opportunity to receive from 0% to 150% of the target number of common shares.
The following table presents a summary of 2017 activity for PSAs and PSUs.
Table 14.5: Summary of Performance Share Awards and Units
  Performance Share Awards Performance Share Units
(Shares/units in thousands) Shares Weighted-Average
Grant Date
Fair Value
per Share
 Units Weighted-Average
Grant Date
Fair Value
per Unit
Unvested as of January 1, 2017 6
 $70.96
 2,077
 $69.40
Granted(1)
 0
 0.00
 985
 82.48
Vested(1)
 (6) 70.96
 (985) 70.05
Forfeited 0
 0.00
 (159) 74.34
Unvested as of December 31, 2017 0
 $0.00
 1,918
 $75.38
__________
(1)
Granted and vested include adjustments for achievement of specific performance goals for performance share units granted in prior periods.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The total fair value of PSAs that vested during 2017 was less than $1 million, and there was no unrecognized compensation expense related to unvested PSAs as of December 31, 2017. The total fair value of PSAs that vested during 2016 and 2015 was $11 million and $30 million, respectively.
The weighted-average grant date fair value of PSUs granted during 2017, 2016 and 2015 was $82.48, $62.89 and $65.98, respectively. The total fair value of PSUs that vested on the vesting date was $90 million, $54 million and $74 million in 2017, 2016 and 2015, respectively. The unrecognized compensation expense related to unvested PSUs as of December 31, 2017 was $32 million, which is expected to be amortized over a weighted-average period of approximately 1 year.
Cash-Settled Units
Cash-settled units are recorded as liabilities and measured at fair value on a quarterly basis. Cash-settled units are settled with a cash payment for each unit vested that is equal to the average fair market value of our common stock for the 15 or 20 trading days preceding the vesting date. Cash-settled units generally vest over three years beginning on the first anniversary of the date of grant; however, some cash-settled units cliff vest shortly before the one year anniversary of the grant date or on or shortly after the third anniversary of the grant date. Cash-settled units vesting during 2017, 2016 and 2015 resulted in cash payments to associates of $42 million, $36 million and $70 million, respectively. There was no unrecognized compensation cost for unvested cash-settled units as of December 31, 2017.
Associate Stock Purchase Plan
We maintain an Associate Stock Purchase Plan (“Purchase Plan”), which is a compensatory plan under the accounting guidance for stock-based compensation. We recognized $23 million, $18 million and $16 million in compensation expense for 2017, 2016 and 2015, respectively, under the Purchase Plan.
Under the Purchase Plan, eligible associates are permitted to contribute between 1% and 15% of their base salary through payroll deductions and receive a 17.65% Company match on the contributions. Effective January 1, 2018, the Company match on contributions is 15%. Both the associates’ contributions and the Company match are applied to the purchase of our unissued common or treasury stock at the current market price. Shares may also be acquired on the open market. Dividends for active participants are automatically reinvested in additional shares of common stock. Of the 33 million total authorized shares as of December 31, 2017, 18 million shares were available for issuance.
Dividend Reinvestment and Stock Purchase Plan
We maintain a Dividend Reinvestment and Stock Purchase Plan (“DRP”), which allows participating stockholders to purchase additional shares of our common stock through automatic reinvestment of dividends or optional cash investments. Of the 8 million total authorized shares as of December 31, 2017, 7 million shares were available for issuance under the DRP.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 15—14—EMPLOYEE BENEFIT PLANS
Defined Contribution Plan
We sponsor a contributory Associate Savings Plan (the “Plan”) in which all full-time and part-time associates over the age of 18 are eligible to participate. We make non-elective contributions to each eligible associates’associate’s account and match a portion of associate contributions. We also sponsor a voluntary non-qualified deferred compensation plan in which select groups of employees are eligible to participate. We make contributions to this plan based on participants’ deferral of salary, bonuses and other eligible pay. In addition, we match participants’ excess compensation (compensation over the Internal Revenue Service (“IRS”) compensation limit) less deferrals. We contributed a total of $282$378 million, $252$350 million and $234$316 million to these plans during the years ended December 31, 2017, 20162021, 2020 and 2015,2019, respectively.
Defined Benefit Pension and Other Postretirement Benefit Plans
We sponsor several frozen plans, including a frozen qualified defined benefit pension plan, and several non-qualified defined benefit pension plans. We also sponsorplans, and a plan that provides other postretirement benefits, including medical and life insurance coverage.
Our pension plans and the other postretirement benefit plansplan are valued using December 31 2017 and 2016as the measurement dates.date each year. Our policy is to amortize prior service amounts on a straight-line basis over the average remaining years of service to full eligibility for benefits of active plan participants.
The following table sets forth, on an aggregated basis, changes in the benefit obligation and plan assets, the funded status and how the funded status is recognized on our consolidated balance sheets.
Table 15.1:14.1: Changes in Benefit Obligation and Plan Assets
  Defined Pension 
Benefits
 Other Postretirement
Benefits
(Dollars in millions) 2017 2016 2017 2016
Change in benefit obligation:        
Accumulated benefit obligation as of January 1, $180
 $185
 $39
 $45
Service cost 2
 2
 0
 0
Interest cost 7
 7
 2
 2
Benefits paid (18) (14) (3) (3)
Net actuarial loss (gain) 7
 0
 (3) (5)
Accumulated benefit obligation as of December 31, $178
 $180
 $35
 $39
Change in plan assets:        
Fair value of plan assets as of January 1, $226
 $222
 $6
 $5
Actual return on plan assets 37
 17
 1
 1
Employer contributions 1
 1
 2
 3
Benefits paid (18) (14) (3) (3)
Fair value of plan assets as of December 31, $246
 $226
 $6
 $6
Over (under) funded status as of December 31, $68
 $46
 $(29) $(33)
  Defined Pension 
Benefits
 Other Postretirement
Benefits
(Dollars in millions) 2017 2016 2017 2016
Balance sheet presentation as of December 31,        
Other assets $80
 $57
 $0
 $0
Other liabilities (12) (11) (29) (33)
Net amount recognized as of December 31, $68
 $46
 $(29) $(33)
Defined Pension 
Benefits
Other Postretirement
Benefits
(Dollars in millions)2021202020212020
Change in benefit obligation:
Accumulated benefit obligation as of January 1,$178 $165 $21 $27 
Service cost1 0 
Interest cost4 0 1
Benefits paid(12)(11)(2)(2)
Actuarial loss (gain)(8)18 (3)(5)
Accumulated benefit obligation as of December 31,$163 $178 $16 $21 
Change in plan assets:
Fair value of plan assets as of January 1,$274 $254 $6 $
Actual return on plan assets10 30 1 
Employer contributions1 1 
Benefits paid(12)(11)(2)(2)
Fair value of plan assets as of December 31,$273 $274 $6 $
Over (under) funded status as of December 31,$110 $96 $(10)$(15)



Defined Pension 
Benefits
Other Postretirement
Benefits
(Dollars in millions)2021202020212020
Balance sheet presentation as of December 31,
Other assets$121 $108 $0 $
Other liabilities(11)(12)(10)(15)
Net amount recognized as of December 31,$110 $96 $(10)$(15)

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The following table presents the components of netNet periodic benefit costsgain for our defined benefit pension plans and other amountspostretirement benefit plan totaled $12 million, $8 million, and $10 million in 2021, 2020 and 2019, respectively. We recognized a pre-tax gain of $4 million, $4 million and $18 million in other comprehensive income.
Table 15.2: Components of Net Periodic Benefit Cost
  Year Ended December 31,
  2017 2016 2015 2017 2016 2015
(Dollars in millions) Defined Pension 
Benefits
 Other Postretirement
Benefits
Components of net periodic benefit cost:            
Service cost $2
 $2
 $1
 $0
 $0
 $0
Interest cost 7
 7
 8
 2
 2
 2
Expected return on plan assets (14) (14) (15) 0
 0
 0
Amortization of transition obligation, prior service credit and net actuarial loss (gain) 1
 1
 1
 (6) (6) (4)
Net periodic benefit gain $(4) $(4) $(5) $(4) $(4) $(2)
             
Changes recognized in other comprehensive income, pretax:            
Net actuarial gain (loss) $16
 $4
 $(5) $4
 $5
 $7
Reclassification adjustments for amounts recognized in net periodic benefit cost 1
 1
 1
 (6) (6) (4)
Total gain (loss) recognized in other comprehensive income $17
 $5
 $(4) $(2) $(1) $3
income for our defined benefit pension plans and other postretirement benefit plan in 2021, 2020 and 2019, respectively.
Pre-tax amounts recognized in AOCI that have not yet been recognized as a component of net periodic benefit cost consist of the following:
Table 15.3: Amounts Recognized in AOCI
  December 31,
  2017 2016 2017 2016
(Dollars in millions) Defined Pension
Benefits
 Other Postretirement
Benefits
Prior service cost $0
 $0
 $(2) $(2)
Net actuarial gain (loss) (49) (66) 10
 12
Accumulated other comprehensive income (loss) $(49) $(66) $8
 $10
Pre-tax amounts recorded in AOCInet actuarial loss of $33 million and $40 million for our defined benefit pension plans as of December 31, 2017 that are expected to be recognized as a component of our net periodic benefit cost in 2018 consist of net actuarial loss of $1 million related to our pension plans2021 and 2020, respectively, and net actuarial gain of $5$3 million related toand $6 million for our other postretirement plan.benefit plan as of December 31, 2021 and 2020, respectively. There iswas no meaningful prior service cost expected to be recognized in 2018.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

The following table presents weighted-average assumptions used in the accounting for the plans:
Table 15.4: Assumptions Used in the Accounting for the Plans
  December 31,
  2017 2016 2015 2017 2016 2015
  Defined Pension 
Benefits
 Other Postretirement 
Benefits
Assumptions for benefit obligations at measurement date:            
Discount rate 3.5 4.0 4.2 3.5 4.0 4.2
Assumptions for periodic benefit cost for the year ended:            
Discount rate 4.0 4.2 3.9 4.0 4.2 3.9
Expected long-term rate of return on plan assets 6.5 6.5 6.5 6.5 6.5 6.5
Assumptions for year-end valuations:            
Health care cost trend rate assumed for next year:            
Pre-age 65 N/A N/A N/A 6.5 6.7 7.0
Post-age 65 N/A N/A N/A 6.5 6.8 7.1
Rate to which the cost trend rate is assumed to decline (the ultimate trend rate) N/A N/A N/A 4.5 4.5 4.5
Year the rate reaches the ultimate trend rate N/A N/A N/A 2037 2037 2037
To develop the expected long-term rate of return on plan assets assumption, consideration was given to the current level of expected returns on risk-free investments (primarily government bonds), the historical level of the risk premium associated with the other asset classes in which the portfolio is invested and the expectations for future returns of each asset class. The expected return for each asset class was then weighted based on the target asset allocation to develop the expected long-term rate of return on the plan assets assumption for the portfolio.
Assumed health care trend rates have a significant effect on the amounts reported for the other postretirement benefit plans. The following table presents the effect of a one-percent change in the assumed health care cost trend rate on our accumulated postretirement benefit obligation. There were insignificant effects on total service and interest cost for the years ended December 31, 2017, 2016 and 2015.
Table 15.5: Sensitivity Analysis
  Year Ended December 31,
  2017 2016
(Dollars in millions) 1% Increase 1% Decrease 1% Increase 1% Decrease
Effect on year-end postretirement benefit obligation $3
 $(3) $4
 $(4)

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

AOCI.
Plan Assets
The following table presents the plan asset allocations as of December 31, 2017 and 2016. Common collective trusts primarily consist of domestic and international equity securities.
Table 15.6: Plan Assets
  December 31,
  2017 2016
Common collective trusts 60% 62%
Corporate bonds (Standard & Poor’s (“S&P”) rating of A or higher) 6
 6
Corporate bonds (S&P rating of lower than A) 14
 12
Government securities 13
 13
Mortgage-backed securities 5
 5
Municipal bonds 0
 1
Money market fund 2
 1
Total 100% 100%
Fair Value Measurement
Plan assets are invested using a total return investment approach whereby a mix of equity securities and debt securities are used to preserve asset values, diversify risk and enhance our ability to achieve our benchmark for long-term investment return. Investment strategies and asset allocations are based on careful consideration of plan liabilities, the plan’s funded status and our financial condition. Investment performance and asset allocation are measured and monitored on a quarterlydaily basis.
PlanAs of December 31, 2021 and 2020, our plan assets are managedtotaled $279 million and $280 million, respectively. We invested substantially all our plan assets in a balanced portfolio comprisedcommon collective trusts, which primarily consist of three major components: domestic equity,and international equity securities, government securities and domestic fixed income investments. The expected role ofcorporate and municipal bonds. Our plan equity investments is to maximize the long-term real growth of fund assets while the role of fixed income investments is to generate current income, provide for more stable periodic returns and provide some protection against a prolonged declinewere classified as Level 2 in the marketfair value hierarchy as of fund equity investments.
The investment guidelines provide the following asset allocation targetsDecember 31, 2021 and ranges: domestic equity target of 39% and allowable range of 34% to 44%, international equity target of 16% and allowable range of 11% to 21%, fixed income investments target of 45% and allowable range of 35% to 55%.
Fair Value Measurement
2020. For information on fair value measurements, including descriptions of Level 1, 2 and 3 of the fair value hierarchy and the valuation methods we utilize, see Note 1—Summary of Significant Accounting Policies” and “Note 17—“Note 16—Fair Value Measurement.Measurement. All
Expected Future Benefit Payments
As of our plan assets measured at fair value are classified as Level 2 as of both December 31, 2017 and 2016. The common collective trusts are measured at net asset value per share, or its equivalent, as a practical expedient and therefore are not classified2021, the benefits expected to be paid in the fair value hierarchy.

next ten years totaled $108 million for our defined pension benefit plans and $12 million for our other postretirement benefit plan, respectively.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Table 15.7: Plan Assets Measured at Fair Value on a Recurring Basis
  December 31, 2017
(Dollars in millions) Fair Value Measurement Using Level 2 Assets at Fair Value
Plan assets, at fair value:    
Corporate bonds (S&P rating of A or higher) $16
 $16
Corporate bonds (S&P rating of lower than A) 35
 35
Government securities 33
 33
Mortgage-backed securities 12
 12
Municipal bonds 1
 1
Money market fund 4
 4
Plan assets in fair value hierarchy 101
 101
Plan assets not classified in fair value hierarchy:    
Common collective trusts 151
Total plan assets, at fair value $252
  December 31, 2016
(Dollars in millions) Fair Value Measurement Using Level 2 Assets at Fair Value
Plan assets, at fair value:    
Corporate bonds (S&P rating of A or higher) $15
 $15
Corporate bonds (S&P rating of lower than A) 29
 29
Government securities 31
 31
Mortgage-backed securities 11
 11
Municipal bonds 1
 1
Money market fund 2
 2
Plan assets in fair value hierarchy 89
 89
Plan assets not classified in fair value hierarchy:    
Common collective trusts 143
Total plan assets, at fair value $232
Expected Future Benefit Payments
The following benefit payments, which reflect expected future service, as appropriate, are expected to be paid:
Table 15.8: Expected Future Benefits Payments
(Dollars in millions) Pension
Benefits
 Postretirement
Benefits
2018 $12
 $3
2019 12
 3
2020 11
 3
2021 12
 2
2022 11
 2
2023-2027 51
 10
In 2018, $1 million in contributions are expected to be made to the pension plans and $2 million in contributions are expected to be made to other postretirement benefits plans.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 16—15—INCOME TAXES
We recognize the current and deferred tax consequences of all transactions that have been recognized in the financial statements using the provisions of the enacted tax laws. Current income tax expense represents our estimated taxes to be paid or refunded for the current period and includes income tax expense related to our uncertain tax positions, as well as tax-related interest and penalties. Deferred tax assets and liabilities are determined based on differences between the financial reporting and tax basis of assets and liabilities and are measured using the enacted tax rates and laws that will be in effect when the differences are expected to reverse. We record valuation allowances to reduce deferred tax assets to the amount that is more likely than not to be realized. We record the effect of remeasuring deferred tax assets and liabilities due to a change in tax rates or laws as a component of income tax expense related to continuing operations for the period in which the change is enacted. We subsequently release income tax effects stranded in AOCI using a portfolio approach. Income tax benefits are recognized when, based on their technical merits, they are more likely than not to be sustained upon examination. The amount recognized is the largest amount of benefit that is more likely than not to be realized upon settlement.
The amounts as of and for the year ended December 31, 2017 include the estimated impacts of the Tax Act. Those impacts consist of:
$1.6 billion due to the revaluation of our net deferred tax assets reflecting the reduction in the U.S. corporate tax rate from 35% to 21%;
$125 million related to the deemed repatriation of our undistributed foreign earnings; and
$76 million associated with the revaluation of our investments in affordable housing projects.
The impacts of the Tax Act recorded are considered to be reasonable estimates that are provisional in nature and are subject to potential adjustment during the measurement period ending no later than December 2018. The initial accounting is incomplete as certain information was not yet available or our analysis was not yet completed due to the close proximity of the date the Tax Act was signed into law to the filing date of this Report. The additional information needed includes, but is not limited to, tax-related information pertaining to certain of our partnership investments, final computations of tax depreciation, final calculations of undistributed foreign earnings and the related foreign taxes including the filing of 2017 tax returns in foreign jurisdictions, final tax calculations for certain loan and investment adjustments, and information related to certain payment accruals that is not expected to be available until later in 2018.
The following table presents significant components of the provision for income taxes attributable to continuing operations:operations for the years ended December 31, 2021, 2020 and 2019.
Table 16.1:15.1: Significant Components of the Provision for Income Taxes Attributable to Continuing Operations
 Year Ended December 31, Year Ended December 31,
(Dollars in millions) 2017 2016 2015(Dollars in millions)202120202019
Current income tax provision:      Current income tax provision:
Federal taxes $1,585
 $2,087
 $1,991
Federal taxes$2,173 $1,676 $1,207 
State taxes 223
 209
 207
State taxes485 370 301 
International taxes 133
 104
 73
International taxes152 67 129 
Total current provision $1,941
 $2,400
 $2,271
Total current provision$2,810 $2,113 $1,637 
Deferred income tax provision (benefit):      Deferred income tax provision (benefit):
Federal taxes $1,509
 $(621) $(368)Federal taxes$490 $(1,357)$(222)
State taxes (69) (63) (39)State taxes91 (266)(45)
International taxes (6) (2) 5
International taxes24 (4)(29)
Total deferred provision (benefit) 1,434
 (686) (402)Total deferred provision (benefit)605 (1,627)(296)
Total income tax provision $3,375
 $1,714
 $1,869
Total income tax provision$3,415 $486 $1,341 
The international income tax provision is related to pre-tax earnings from foreign operations of approximately $410$677 million, $287$293 million and $288$215 million in 2017, 20162021, 2020 and 2015,2019, respectively.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Total income tax provision does not reflect the tax effects of items that are included in accumulated other comprehensive income,AOCI, which include a tax benefit of $134$985 million in 20172021 and tax provisions of $24$702 million and $19$727 million in 20162020 and 2015,2019, respectively. See Note 11—“Note 10—Stockholders’ Equity ”for additional information. In addition, total income tax provision does not reflect tax effects associated with our employee stock-based compensation plan, which decreased our additional paid-in capital by $33 million in 2016 and increased our addition paid-in capital by $7 million in 2015. No income tax provision was recorded in additional paid-in capital in 2017 as a result of our adoption of the new accounting guidance related to employee share-based payments. See “Note 1—Summary of Significant Accounting PoliciesEquity” for additional information.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
The following table presents the reconciliation of the U.S. federal statutory income tax rate to the effective income tax rate applicable to income from continuing operations for the years ended December 31, 2017, 20162021, 2020 and 2015:2019.
Table 16.2:15.2: Effective Income Tax Rate
 Year Ended December 31, Year Ended December 31,
 2017 2016 2015202120202019
Income tax at U.S. federal statutory tax rate 35.0 % 35.0 % 35.0 %Income tax at U.S. federal statutory tax rate21.0 %21.0 %21.0 %
Impacts of the Tax Act 32.2
 N/A
 N/A
State taxes, net of federal benefit 2.2
 1.9
 1.9
State taxes, net of federal benefit3.1 3.5 3.1 
Low-income housing, new markets and other tax credits (5.8) (4.9) (4.0)
Non-deductible expensesNon-deductible expenses0.4 3.2 1.6 
Affordable housing, new markets and other tax creditsAffordable housing, new markets and other tax credits(2.3)(11.4)(5.2)
Tax-exempt interest and other nontaxable income (1.5) (1.4) (1.3)Tax-exempt interest and other nontaxable income(0.3)(1.7)(0.8)
Changes in valuation allowanceChanges in valuation allowance0.4 2.3 (0.3)
Other, net (0.6) 0.7
 0.2
Other, net(0.7)(1.7)0.1 
Effective income tax rate 61.5 % 31.3 % 31.8 %Effective income tax rate21.6 %15.2 %19.5 %
The following table presents significant components of our deferred tax assets and liabilities as of December 31, 20172021 and 2016.2020. The valuation allowance below represents the adjustment of our foreign tax credit carryforward, certain state deferred tax assets and net operating loss carryforwards to the amount we have determined is more likely than not to be realized.
Table 16.3:15.3: Significant Components of Deferred Tax Assets and Liabilities
(Dollars in millions) December 31, 2017 December 31, 2016(Dollars in millions)December 31, 2021December 31, 2020
Deferred tax assets:    Deferred tax assets:
Allowance for loan and lease losses $1,768
 $2,350
Allowance for credit lossesAllowance for credit losses$2,657 $3,649 
Rewards programs 936
 1,348
Rewards programs825 711 
Security and loan valuations 424
 869
Net operating loss and tax credit carryforwards 244
 188
Net operating loss and tax credit carryforwards367 314 
Lease liabilitiesLease liabilities345 396 
Compensation and employee benefits 208
 276
Compensation and employee benefits337 306 
Goodwill and intangibles 201
 294
Unearned income 130
 186
Net unrealized losses on derivatives 104
 35
Representation and warranty reserve 8
 234
Partnership investmentsPartnership investments238 237 
Other assets 278
 270
Other assets359 418 
Subtotal 4,301
 6,050
Subtotal5,128 6,031 
Valuation allowance (226) (179)Valuation allowance(355)(296)
Total deferred tax assets 4,075
 5,871
Total deferred tax assets4,773 5,735 
Deferred tax liabilities:Deferred tax liabilities:
Original issue discountOriginal issue discount361 481 
Right-of-use assetsRight-of-use assets284 342 
Partnership investmentsPartnership investments128 142 
Mortgage servicing rightsMortgage servicing rights88 73 
Security and loan valuations(1)
Security and loan valuations(1)
49 805 
    
Net unrealized gains on derivativesNet unrealized gains on derivatives32 387 
Other liabilitiesOther liabilities123 179 
Total deferred tax liabilitiesTotal deferred tax liabilities1,065 2,409 
Net deferred tax assetsNet deferred tax assets$3,708 $3,326 

_________
(1)Amount includes the tax impact of our December 31, 2019 transfer of our entire portfolio of held to maturity securities to available for sale.
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

(Dollars in millions) December 31, 2017 December 31, 2016
Deferred tax liabilities:    
Original issue discount 703
 1,012
Fixed assets and leases 168
 221
Loan fees and expenses 68
 84
Mortgage servicing rights 57
 67
Other liabilities 215
 177
Total deferred tax liabilities 1,211
 1,561
Net deferred tax assets $2,864
 $4,310
Our gross federal net operating loss carryforwards were $15$25 million and $19$36 million as of December 31, 20172021 and 2016,2020, respectively. These operating loss carryforwards were attributable to prior acquisitions and will expire from 20182029 to 2035.2037, though $20 million has no expiration. Under IRS rules, our ability to utilize these losses against future income is limited. OurThe net tax values forof our state net operating loss carryforwards were $241$258 million and $182$250 million as of December 31, 20172021 and 2016,2020, respectively, and they will expire from 20182022 to 2037.2040. Our foreign tax credit carryforwards were $91 million and $56 million as of December 31, 2021and 2020, respectively, and they will expire from 2028 to 2031.
Our valuation allowance increased by $59 million to $355 million as of December 31, 2021 compared to $296 million as of December 31, 2020. Of the total increase, $35 million is related to the current year increase in our foreign tax credit carryforwards that will not be realized prior to expiration. The remaining increase of $24 million is related to reducing state net operating losses and interest carryforwards to the amount we have determined is more likely than not to be realized.
We recognize accrued interest and penalties related to income taxes as a component of income tax expense. We recognized a $5$30 million tax benefit in 2021 and $16 million and $4 million of such expense for 2017, a $5 million benefit for 2016in 2020 and a $3 million benefit for 2015.2019, respectively.
The following table presents the accrued balance of tax, interest and penalties related to unrecognized tax benefits:benefits.
Table 16.4:15.4: Reconciliation of the Change in Unrecognized Tax Benefits
(Dollars in millions) Gross
Unrecognized
Tax Benefits
 Accrued
Interest and
Penalties
 Gross Tax,
Interest and
Penalties
(Dollars in millions)Gross
Unrecognized
Tax Benefits
Accrued
Interest and
Penalties
Gross Tax,
Interest and
Penalties
Balance as of January 1, 2015 $107
 $36
 $143
Balance as of January 1, 2019Balance as of January 1, 2019$440 $35 $475 
Additions for tax positions related to the current yearAdditions for tax positions related to the current year23 17 40 
Additions for tax positions related to prior years 38
 8
 46
Additions for tax positions related to prior years12 16 
Reductions for tax positions related to prior years due to IRS and other settlements (15) (11) (26)Reductions for tax positions related to prior years due to IRS and other settlements(44)(25)(69)
Balance as of December 31, 2015 130
 33
 163
Balance as of December 31, 2019Balance as of December 31, 2019431 31 462 
Additions for tax positions related to the current yearAdditions for tax positions related to the current year33 — 33 
Additions for tax positions related to prior years 0
 6
 6
Additions for tax positions related to prior years21 24 
Reductions for tax positions related to prior years due to IRS and other settlements (45) (15) (60)Reductions for tax positions related to prior years due to IRS and other settlements(16)(6)(22)
Balance as of December 31, 2016 85
 24
 109
Balance as of December 31, 2020Balance as of December 31, 2020451 46 497 
Additions for tax positions related to prior years 5
 7
 12
Additions for tax positions related to prior years1 4 5 
Reductions for tax positions related to prior years due to IRS and other settlements (4) (2) (6)Reductions for tax positions related to prior years due to IRS and other settlements(47)(36)(83)
Balance as of December 31, 2017 $86
 $29
 $115
Portion of balance at December 31, 2017 that, if recognized, would impact the effective income tax rate $68
 $23
 $91
Balance as of December 31, 2021Balance as of December 31, 2021$405 $14 $419 
Portion of balance at December 31, 2021 that, if recognized, would impact the effective income tax ratePortion of balance at December 31, 2021 that, if recognized, would impact the effective income tax rate$143 $10 $153 
We are subject to examination by the IRS and other tax authorities in certain countries and states in which we operate. The tax years subject to examination vary by jurisdiction. During 2017, the IRS completed its examination of our federal income tax returns for the tax years 2014, 2015 and 2016.
The Company entered into2021, we continued to participate in the IRS Compliance Assurance Process (“CAP”) for the Company’s 2014 federal income tax return. The examinations of the Company’s 2014 and 2015 returns were completed in 2017 with no adjustments proposed by the IRS. The IRS also completed its review of the Company’s 2016 return prior to filing the return in 2017 and proposed no adjustments.  The Company continued in the CAP examination process for the 2017 tax year during 2017, with a similar expectation that the IRS examination will be completed prior to the filing of its 2017our open federal income tax return in 2018. The Company hasyears and have been accepted into CAP for 2018. The Company has a refund claim for the taxable years 2012 and 2013 pending at2022. During 2021, the IRS Officereview of Appealsour 2017, 2018, 2019, and 2020 federal income tax returns was substantially completed, with respectno open issues remaining. The examination of these returns is expected to be closed in 2022. We expect that the proper timing for the recognitionIRS review of our 2021 federal income tax return will be substantially completed prior to its credit card rewards costs.


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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

filing in 2022.
It is reasonably possible that further adjustments to the Company’s unrecognized tax benefits may be made within 12 months of the reporting date as a result of future judicial or regulatory interpretations of existing tax laws. At this time, an estimate of the potential changechanges to the amount of unrecognized tax benefits cannot be made.
The Tax Act requires that allAs of December 31, 2021, the Company had approximately $1.8 billion of unremitted earnings of subsidiaries operating outside the U.S. are deemed to be repatriated as of December 31, 2017. As such, a liability of $125 million has been accrued for the deemedthat upon repatriation of $1.5 billion of undistributed foreign earnings. The amount will be payable on our 2017 and 2018 tax returns. No actual distributions of these earningswould have been made as of the balance sheet date.no additional U.S. income taxes. In accordance with the guidance for accounting for income taxes in special areas, nearly all these earnings are considered by management to be invested indefinitely. Upon repatriation

195Capital One Financial Corporation (COF)

Table of these earnings, there would be no additional U.S. income taxes, but certain jurisdictions may have withholding taxes payable on actual distributions.Contents

CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
As of December 31, 2017,2021, U.S. income taxes of $69 million have not been provided for approximately $287 million of previously acquired thrift bad debt reserves created for tax purposes as of December 31, 1987. These amounts, acquired as a result of previous mergers and acquisitions, are subject to recapture in the unlikely event that CONA, as the successor to the merged and acquired entities, makes distributions in excess of earnings and profits, redeems its stock or liquidates.

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NOTE 17—16—FAIR VALUE MEASUREMENT
Fair value, also referred to as an exit price, is defined as the price that would be received for an asset or paid to transfer a liability in an orderly transaction between market participants on the measurement date. The fair value accounting guidance provides a three-level fair value hierarchy for classifying financial instruments. This hierarchy is based on the markets in which the assets or liabilities trade and whether the inputs to the valuation techniques used to measure fair value are observable or unobservable. The fair value measurement of a financial asset or liability is assigned a level based on the lowest level of any input that is significant to the fair value measurement in its entirety. The three levels of the fair value hierarchy are described below:
Level 1:Valuation is based on quoted prices (unadjusted) in active markets for identical assets or liabilities.
Level 2:Valuation is based on observable market-based inputs other than Level 1 prices, such as quoted prices in active markets for identicalsimilar assets or liabilities, quoted prices in markets that are not active, or models usingother inputs that are observable or can be corroborated by observable market data offor substantially the full term of the assets or liabilities.
Level 3:Valuation is generated from techniques that use significant assumptions not observable in the market. Valuation techniques include pricing models, discounted cash flow methodologies or similar techniques.
The accounting guidance for fair value measurements requires that we maximize the use of observable inputs and minimize the use of unobservable inputs in determining fair value. The accounting guidance provides for the irrevocable option to elect, on a contract-by-contract basis, to measure certain financial assets and liabilities at fair value at inception of the contract and record any subsequent changes in fair value in earnings. We have not made any material fair value option elections as of or for the periods disclosed herein.
Fair Value Governance and Control
We have a governance framework and a number of key controls that are intended to ensure that our fair value measurements are appropriate and reliable. Our governance framework provides for independent oversight and segregation of duties. Our control processes include review and approval of new transaction types, price verification and review of valuation judgments, methods, models, process controls and results.
Groups independent of our trading and investing functions participate in the review and validation process. Tasks performed by these groups include periodic verification of fair value measurements to determine if assigned fair values are reasonable, including comparing prices from vendor pricing services to other available market information.
Our Fair Value Committee (“FVC”), which includes representation from business areas, Risk Management and Finance divisions, provides guidance and oversight to ensure an appropriate valuation control environment. The FVC regularly reviews and approves our fair valuations to ensure that our valuation practices are consistent with industry standards and adhere to regulatory and accounting guidance.
We have a model policy, established by an independent Model Risk Office, which governs the validation of models and related supporting documentation to ensure the appropriate use of models for pricing and fair value measurements. The Model Risk Office validates all models and provides ongoing monitoring of their performance.
The fair value governance process is set up in a manner that allows the Chairperson of the FVC to escalate valuation disputes that cannot be resolved by the FVC to a more senior committee called the Valuations Advisory Committee (“VAC”) for resolution. The VAC is chaired by the Chief Financial Officer and includes other members of senior management. The VAC is only required to convene to review escalated valuation disputes.
Financial Assets and Liabilities Measured at Fair Value on a Recurring Basis
The following describes the valuation techniques used in estimating the fair value of our financial assets and liabilities recorded at fair value on a recurring basis or nonrecurring basis, and for financial instruments not recorded at fair value. We apply the fair value provisions to the financial instruments not recorded at fair value on the consolidated balance sheets but required to be disclosed in this note. The provisions require us to maximize the use of observable inputs and to measure fair value using a notion of exit price were factored into our selection of inputs for our established valuation techniques.

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basis.
Investment Securities
Quoted prices in active markets are used toWe measure the fair value of our U.S. Treasury securities.securities using quoted prices in active markets. For the majority of securities in other investment categories, we utilize multiple vendor pricing services to obtain fair value measurements. AWe use a waterfall of pricing vendors is determined in order of preference. The determination of the top ranked pricing vendor is made on anusing our annual basis as part of an assessment of the performance of pricing services provided by the vendors.service performance. A pricing service may be considered as the preferred or primary pricing provider depending on how closely aligned its prices are to other vendor prices, and how consistent the prices are with other available market information. The price of each security is confirmed by comparing withsuch price to other vendor prices before it is finalized.
RMBS and CMBS securities are generally classified as Level 2 or 3. When significant assumptions are not consistently observable, fair values are derived using the best available data. Such data may include quotes provided by dealers, valuation from external pricing services, independent pricing models, or other model-based valuation techniques, for example, calculation of the present values of future cash flows incorporating assumptions such as benchmark yields, spreads, prepayment speeds, credit ratings and losses. Generally, the external pricing services utilize observable market data to the extent available. Pricing models may be used, which can vary by asset class, and may also incorporate available trade, bid and other market information. Across asset classes, information such as trader/dealer inputs, credit spreads, forward curves and prepayment speeds are used to help determine appropriate valuations. Because many fixed income securities do not trade on a daily basis, the pricing models may apply available information through processes such as benchmarking curves, grouping securities based on their characteristics and using matrix pricing to prepare valuations. In addition, model processes are used by the pricing services to develop prepayment assumptions.
We validate the pricing obtained from the primary pricing providers through comparison of pricing to additional sources, including other pricing services, dealer pricing indications in transaction results and other internal sources. Pricing variances among different pricing sources are analyzed. Additionally, on an on-going basis, we request more detailed information from the valuation vendors to understand the pricing methodology and assumptions used to value the securities.
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Derivative Assets and Liabilities
We use both exchange-traded and OTC derivatives to manage our interest rate, and foreign currency and commodity risk exposures. When quoted market prices are available and used to value our exchange-traded derivatives, we classify them as Level 1. However, predominantly allthe majority of our derivatives do not have readily available quoted market prices. Therefore, we value most of our derivatives using vendor-based valuation techniques.models. We primarily rely on market observable inputs for ourthese models, such asincluding, for example, interest rate yield curves, credit curves, option volatility and currency rates. These inputs can vary depending on the type of derivatives and nature of the underlying rate, price or index upon which the derivative’s value of the derivative is based. We typically classify derivatives as Level 2 when significant inputs can be observed in a liquid market and the model itself does not require significant judgment. When instruments are traded in less liquid markets and significant inputs are unobservable, such as interest rate swaps whose remaining terms do not correlate with market observable interest rate yield curves, such derivatives are classified as Level 3. TheWe consider the impact of counterparty non-performancecredit risk is consideredvaluation adjustments when measuring the fair value of derivative assets.contracts in order to reflect the credit quality of the counterparty and our own credit quality. Official internal pricing is compared against additional pricing sources such as external valuation agents and other internal sources. Pricing variances among different pricing sources are analyzed and validated. These derivatives are included in other assets or other liabilities on the consolidated balance sheets.
Mortgage Servicing RightsLoans Held for Sale
We record consumer MSRs at fair value on a recurring basis.We determineIn our commercial business, we originate multifamily commercial real estate loans with the intent to sell them to GSEs. Beginning in the fourth quarter of 2019, we elected the fair value option for such loans as part of MSRs using a valuation model that calculates the present valueour management of estimated future net servicing income. The model incorporates assumptions that we believe otherinterest rate risk in our multifamily agency business. These held for sale loans are valued based on market participants use in estimating future net servicing income, including estimates of prepayment speeds, discount rate or option-adjusted spreads, cost to service, contractual servicing fee income, ancillary income and late fees. Fair value measurements of MSRs use significant unobservableobservable inputs and accordingly, are therefore classified as Level 3. In the event we enter into an agreement with a third party to sell the MSRs, the valuation is based2. Unrealized gains and losses on the agreed upon sale price which is considered to be the exit price and such MSRsthese loans are classified as Level 2.

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

income.
Retained Interests in Securitizations
We have retained interests in various mortgage securitizations from previous acquisitions. Our retained interests primarily include amounts previously funded under letters of credit to cover losses on certain manufactured housing securitizations, interest-only bonds issued by a trust and negative amortization bonds. We record these retained interests at fair value using market indications and valuation models to calculate the present value of future cash flows. The models incorporate various assumptions that market participants use in estimating future cash flows including constantvoluntary prepayment rate, discount rate, default rate and loss severity. Due to the use of significant unobservable inputs, retained interests in securitizations are classified as Level 3 under the fair value hierarchy.
Deferred Compensation Plan Assets
We offer a voluntary non-qualified deferred compensation plan to eligible associates. In addition to participant deferrals, we make contributions to the plan. Participants invest these contributions in a variety of publicly traded mutual funds. The plan assets, which consist of publicly traded mutual funds, are classified as Level 1.
Other Assets
Other assets subject to nonrecurring fair value measurements primarily include foreclosed property, other repossessed assets and long-lived assets held for sale. Foreclosed property, other repossessed assets and long-lived assets held for sale are carried at the lower of the cost or fair value less costs to sell. The fair value is determined based on the appraisal value, listing price of the property or collateral provided by independent appraisers, and is adjusted for the estimated costs to sell. Due to the use of significant unobservable inputs, these assets are generally classified as Level 3 under the fair value hierarchy. Fair value adjustments for these assets are recorded in other non-interest expense in the consolidated statements of income.
Cash and Cash Equivalents
Cash and cash equivalents consist of cash and due from banks, interest bearing deposits and other short-term investments. Cash and due from banks are generally classified as Level 1. Interest bearing deposits and other short-term investments are generally classified as Level 2, as their valuations are based on observable market inputs. Their fair value approximates carrying value.
Restricted Cash for Securitization Investors
Restricted cash for securitization investors are classified as Level 1.
Net Loans Held For Investment
Loans held for investment that are individually impaired are carried at the lower of cost or fair value of the underlying collateral, less the estimated cost to sell. The fair values of credit card loans, auto loans, home loans and commercial loans are estimated using a discounted cash flow method, which is a form of the income approach. Discount rates are determined considering rates at which similar portfolios of loans would be made under current conditions and considering liquidity spreads applicable to each loan portfolio based on the secondary market. The fair value of credit card loans excludes any value related to customer account relationships. For loans held for investment that are recorded at fair value on our consolidated balance sheets and measured on a nonrecurring basis, the fair value is determined using appraisal values that are obtained from independent appraisers, broker pricing opinions or other available market information, adjusted for the estimated cost to sell.
Due to the use of significant unobservable inputs, loans held for investment are classified as Level 3 under the fair value hierarchy. Fair value adjustments for individually impaired collateralized loans held for investment are recorded in provision for credit losses in the consolidated statements of income.
Loans Held For Sale
Loans held for sale are carried at the lower of aggregate cost, net of deferred fees and deferred origination costs, or fair value. Certain commercial mortgage loans we originated with the intent to sell are sold to GSEs as part of a delegated underwriting and servicing (“DUS”) program. For DUS commercial mortgage loans, the fair value is estimated primarily using contractual prices and other market observable inputs. For residential mortgage loans classified as held for sale, the fair value is estimated using observable market prices for loans with similar characteristics as the primary component, with the secondary component derived

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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

from typical securitization activities and market conditions. Such loans are, however, valued using market price indications when available. Credit card loans held for sale are valued based on other market observable inputs. These assets are therefore classified as Level 2. Fair value adjustments to loans held for sale are recorded in other non-interest income in our consolidated statements of income.
Interest Receivable
Interest receivable is classified as Level 2, as its fair value estimate uses only observable market inputs.
Other Investments
Other investments include FHLB and Federal Reserve stock and cost method investments. These investments are classified as Level 2 when their fair value estimates use observable market inputs and as Level 3 if any significant unobservable inputs are employed in determining the fair value.
Deposits
Non-interest-bearing deposits are classified as Level 1. Interest-bearing deposits with no stated maturities are classified as Level 2, as the fair value is equal to the amount payable on demand at the reporting date. Interest-bearing deposits with stated maturities are also classified as Level 2, as the fair value is estimated utilizing a discounted cash flow analysis using market observable inputs such as current interest rates.
Securitized Debt Obligations
We utilize multiple vendor pricing services to obtain fair value measurements for the majority of our securitized debt obligations. The pricing services use pricing models that incorporate market observable data to the extent available, such as trade, bid and other market information. We use internal pricing models such as discounted cash flow models or similar techniques to estimate the fair value of certain securitization trusts where vendor pricing is not available. Securitized debt obligations are generally classified as Level 2.
Senior and Subordinated Notes
We also engage multiple vendor pricing services to estimate the fair value of senior and subordinated notes. The pricing services utilize pricing models that incorporate available trade, bid and other market information. The spread assumptions and relevant credit information are also incorporated into the pricing models. Senior and subordinated notes are generally classified as Level 2.
Federal Funds Purchased and Securities Loaned or Sold under Agreements to Repurchase
The federal funds purchased and securities loaned or sold under agreements to repurchase are mainly overnight secured lending transactions. They are classified as Level 2 since their fair value estimates use observable market inputs.
Other Borrowings
Other borrowings primarily consist of FHLB advances. The fair value of FHLB advances is determined based on discounted expected cash flows using discount rates consistent with current market rates for FHLB advances with similar remaining terms. They are classified as Level 2.
Interest Payable
Interest payable is classified as Level 2, as its fair value estimate is based on observable market inputs.
The determination of the leveling of financial instruments in the fair value hierarchy is performed at the end of each reporting period. We consider all available information, including observable market data, indications of market liquidity and orderliness, and our understanding of the valuation techniques and significant inputs. Based upon the specific facts and circumstances of each instrument or instrument category, judgments are made regarding the significance of the observable or unobservable inputs to the instruments’ fair value measurement in its entirety. If unobservable inputs are considered significant, the instrument is classified

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as Level 3. The process for determining fair value using unobservable inputs is generally more subjective and involves a high degree of management judgment and assumptions. During 2017, we had minimal movements between Levels 1 and 2.
Assets and Liabilities Measured at Fair Value on a Recurring Basis
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The following table displays our assets and liabilities measured on our consolidated balance sheets at fair value on a recurring basis as of December 31, 20172021 and 2016.2020.
Table 17.1:16.1: Assets and Liabilities Measured at Fair Value on a Recurring Basis
  December 31, 2017
  Fair Value Measurements Using 
Netting Adjustments(1)
  
(Dollars in millions) Level 1 Level 2 Level 3  Total
Assets:          
Securities available for sale:          
U.S. Treasury securities $5,171
 $0
 $0
 $
 $5,171
RMBS 0
 27,178
 614
 
 27,792
CMBS 0
 3,161
 14
 
 3,175
Other ABS 0
 512
 0
 
 512
Other securities 320
 680
 5
 
 1,005
Total securities available for sale 5,491
 31,531
 633
 
 37,655
Other assets:          
Derivative assets(2)
 1
 1,002
 37
 (275) 765
Other(3)
 281
 0
 264
 
 545
Total assets $5,773
 $32,533
 $934
 $(275) $38,965
Liabilities:          
Other liabilities:          
Derivative liabilities(2)
 $1
 $1,243
 $24
 $(662) $606
Total liabilities $1
 $1,243
 $24
 $(662) $606
 December 31, 2016December 31, 2021
 Fair Value Measurements Using 
Netting Adjustments(1)
  Fair Value Measurements Using
Netting Adjustments(1)
(Dollars in millions) Level 1 Level 2 Level 3 Total(Dollars in millions)Level 1Level 2Level 3Total
Assets:          Assets:
Securities available for sale:          Securities available for sale:
U.S. Treasury securities $5,065
 $0
 $0
 $
 $5,065
U.S. Treasury securities$9,442 $0 $0 — $9,442 
RMBS 0
 28,731
 518
 
 29,249
RMBS0 73,358 258 — 73,616 
CMBS 0
 4,937
 51
 
 4,988
CMBS0 9,360 9 — 9,369 
Other ABS 0
 714
 0
 
 714
Other securities 295
 417
 9
 
 721
Other securities206 2,628 0 — 2,834 
Total securities available for sale 5,360
 34,799
 578
 
 40,737
Total securities available for sale9,648 85,346 267 — 95,261 
Loans held for saleLoans held for sale0 1,026 0 — 1,026 
Other assets:          Other assets:
Derivative assets(2)
 7
 1,440
 47
 (539) 955
Derivative assets(2)
406 2,200 84 $(542)2,148 
Other(3)
 219
 0
 281
 
 500
Other(3)
526 6 41 — 573 
Total assets $5,586
 $36,239
 $906
 $(539) $42,192
Total assets$10,580 $88,578 $392 $(542)$99,008 
Liabilities:          Liabilities:
Other liabilities:          Other liabilities:
Derivative liabilities(2)
 $12
 $1,397
 $29
 $(336) $1,102
Derivative liabilities(2)
$838 $965 $65 $(544)$1,324 
Total liabilities $12
 $1,397
 $29
 $(336) $1,102
Total liabilities$838 $965 $65 $(544)$1,324 

December 31, 2020
Fair Value Measurements Using
Netting Adjustments(1)
(Dollars in millions)Level 1Level 2Level 3Total
Assets:
Securities available for sale:
U.S. Treasury securities$9,318 $$— $9,318 
RMBS76,375 328 — 76,703 
CMBS11,624 111 — 11,735 
Other securities142 2,547 — 2,689 
Total securities available for sale9,460 90,546 439 — 100,445 
Loans held for sale596 — 596 
Other assets:
Derivative assets(2)
268 3,006 141 $(1,148)2,267 
Other(3)
430 552 55 — 1,037 
Total assets$10,158 $94,700 $635 $(1,148)$104,345 
Liabilities:
Other liabilities:
Derivative liabilities(2)
$271 $1,137 $110 $(739)$779 
Total liabilities$271 $1,137 $110 $(739)$779 
__________
(1)Represents balance sheet netting of derivative assets and liabilities, and related payables and receivables for cash collateral held or placed with the same counterparty. See “Note 9—Derivative Instruments and Hedging Activities” for additional information.
(2)Does not reflect $11 million and $31 million recognized as a net valuation allowance on derivative assets and liabilities for non-performance risk as of December 31, 2021 and 2020, respectively. Non-performance risk is included in derivative assets and liabilities, which are part of other assets and other liabilities on the consolidated balance sheets, and is recorded through non-interest income in the consolidated statements of income.
(3)As of December 31, 2021 and 2020, other includes retained interests in securitizations of $41 million and $55 million, deferred compensation plan assets of $490 million and $414 million, and equity securities of $42 million (including unrealized loss of $36 million) and $568 million (including unrealized gain of $535 million), respectively.
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__________
(1)
Represents balance sheet netting of derivative assets and liabilities, and related payable and receivables for cash collateral held or placed with the same counterparty. See “Note 10—Derivative Instruments and Hedging Activities” for additional information.
(2)
Does not reflect $2 million and $5 million recognized as a net valuation allowance on derivative assets and liabilities for non-performance risk as of December 31, 2017 and 2016, respectively. Non-performance risk is included in the derivative assets and liabilities which are part of other assets and liabilities on the consolidated balance sheets and offset through non-interest income in the consolidated statements of income.
(3)
Other includes consumer MSRs of $92 million and $80 million, retained interests in securitizations of $172 million and $201 million and deferred compensation plan assets of $281 million and $219 million as of December 31, 2017 and 2016, respectively.
Level 3 Recurring Fair Value Rollforward
The table below presents a reconciliation for all assets and liabilities measured and recognized at fair value on a recurring basis using significant unobservable inputs (Level 3) for the years ended December 31, 2017, 20162021, 2020 and 2015. When assets and liabilities are transferred between levels, we recognize the transfer as of the end of the period.2019. Generally, transfers into Level 3 were primarily driven by the usage of unobservable assumptions in the pricing of these financial instruments as evidenced by wider pricing variations among pricing vendors and transfers out of Level 3 were primarily driven by the usage of assumptions corroborated by market observable information as evidenced by tighter pricing among multiple pricing sources.
Table 17.2:16.2: Level 3 Recurring Fair Value Rollforward
Fair Value Measurements Using Significant Unobservable Inputs (Level 3)
Year Ended December 31, 2021
Total Gains (Losses)
(Realized/Unrealized)
Net Unrealized Gains (Losses) Included in Net Income Related to Assets and Liabilities Still Held as of December 31, 2021(1)
(Dollars in millions)Balance, January 1, 2021
Included
in Net
Income(1)
Included in OCIPurchasesSalesIssuancesSettlementsTransfers
Into
Level 3
Transfers
Out of
Level 3
Balance, December 31, 2021
Securities available for sale:(2)
RMBS$328 $18 $5 $0 $0 $0 $(91)$106 $(108)$258 $15 
CMBS111 0 (2)0 0 0 (7)0 (93)9 0 
Total securities available for sale439 18 3 0 0 0 (98)106 (201)267 15 
Other assets:
Retained interests in securitizations55 (14)0 0 0 0 0 0 0 41 (14)
Net derivative assets (liabilities)(3)
31 (43)0 0 0 68 (37)6 (6)19 (20)
 Fair Value Measurements Using Significant Unobservable Inputs (Level 3)
 Year Ended December 31, 2017Fair Value Measurements Using Significant Unobservable Inputs (Level 3)
   
Total Gains (Losses)
(Realized/Unrealized)
               
Net Unrealized
Gains (Losses)
Included in Net
Income Related to Assets and
Liabilities Still Held as of
December 31, 2017
(1)
Year Ended December 31, 2020
                 Total Gains (Losses)
(Realized/Unrealized)
Net Unrealized Gains (Losses) Included in Net Income Related to Assets and Liabilities Still Held as of December 31, 2020(1)
(Dollars in millions) 
Balance,
January 1,
2017
 
Included
in Net
Income(1)
 
Included in
OCI
 Purchases Sales Issuances Settlements 
Transfers
Into
Level 3
 
Transfers
Out of
Level 3
 Balance, December 31, 2017 (Dollars in millions)Balance, January 1, 2020
Included
in Net
Income(1)
Included in OCIPurchasesSalesIssuancesSettlementsTransfers
Into
Level 3
Transfers
Out of
Level 3
Balance, December 31, 2020
Securities available for sale:                    
Securities available for sale:(2)(4)
Securities available for sale:(2)(4)
RMBS $518
 $90
 $(24) $0
 $(116) $0
 $(92) $572
 $(334) $614
 $19
RMBS$433 $22 $(19)$$$$(72)$206 $(242)$328 $16 
CMBS 51
 0
 0
 110
 (50) 0
 (4) 0
 (93) 14
 0
CMBS13 (3)(9)(32)371 (229)111 
Other securities 9
 0
 0
 0
 0
 0
 (4) 0
 0
 5
 0
Total securities available for sale 578
 90
 (24) 110
 (166) 0
 (100) 572
 (427) 633
 19
Total securities available for sale446 19 (28)(104)577 (471)439 16 
Other assets:                      Other assets:
Consumer MSRs 80
 (5) 0
 0
 (3) 27
 (7) 0
 0
 92
 (5)
Retained interest in securitizations 201
 (29) 0
 0
 0
 0
 0
 0
 0
 172
 (29)
Net derivative assets (liabilities)(2)
 18
 0
 0
 0
 0
 46
 (44) 0
 (7) 13
 0
Retained interests in securitizationsRetained interests in securitizations66 (11)55 (11)
Net derivative assets (liabilities)(3)
Net derivative assets (liabilities)(3)
26 10 43 (37)(11)31 10 
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Fair Value Measurements Using Significant Unobservable Inputs (Level 3)
Year Ended December 31, 2019
Total Gains (Losses)
(Realized/Unrealized)
Net Unrealized Gains (Losses) Included in Net Income Related to Assets and Liabilities Still Held as of December 31, 2019(1)
(Dollars in millions)Balance, January 1, 2019
Included
in Net
Income(1)
Included in OCIPurchasesSalesIssuancesSettlementsTransfers
Into
Level 3
Transfers
Out of
Level 3
Balance, December 31, 2019
Securities available for sale:(2)
RMBS$433 $35 $$$$$(63)$177 $(158)$429 $34 
CMBS10 (2)13 
Total securities available for sale443 35 (65)182 (158)442 34 
Other assets:
Retained interests in securitizations158 18 (110)66 (19)
Net derivative assets (liabilities)(3)
(10)(16)52 (6)26 
__________
  Fair Value Measurements Using Significant Unobservable Inputs (Level 3)
  Year Ended December 31, 2016
    
Total Gains (Losses)
(Realized/Unrealized)
               
Net Unrealized
Gains (Losses)
Included in Net
Income Related to Assets and
Liabilities Still Held as of
December 31, 2016(1)
                   
(Dollars in millions) Balance,
January 1,
2016
 
Included
in Net
Income(1)
)
 
Included in
OCI
 Purchases Sales Issuances Settlements 
Transfers
Into
Level 3
 
Transfers
Out of
Level 3
 Balance, December 31, 2016 
Securities available for sale:                    
RMBS $504
 $31
 $9
 $110
 $0
 $0
 $(98) $380
 $(418) $518
 $32
CMBS 97
 0
 0
 266
 0
 0
 (14) 64
 (362) 51
 0
Other ABS 0
 0
 0
 30
 0
 0
 0
 0
 (30) 0
 0
Other securities 14
 (9) 0
 14
 0
 0
 (10) 0
 0
 9
 0
Total securities available for sale 615
 22
 9
 420
 0
 0
 (122) 444
 (810) 578
 32
Other assets:                      
Consumer MSRs 68
 (5) 0
 0
 0
 23
 (6) 0
 0
 80
 (5)
Retained interest in securitizations 211
 (10) 0
 0
 0
 0
 0
 0
 0
 201
 (10)
Net derivative assets (liabilities)(2)
 30
 (5) 0
 0
 0
 36
 (33) 0
 (10) 18
 (5)
(1)Realized gains (losses) on securities available for sale are included in net securities gains (losses) and retained interests in securitizations are reported as a component of non-interest income in our consolidated statements of income. Gains (losses) on derivatives are included as a component of net interest income or non-interest income in our consolidated statements of income.
  Fair Value Measurements Using Significant Unobservable Inputs (Level 3)
  Year Ended December 31, 2015
    
Total Gains (Losses)
(Realized/Unrealized)
               
Net Unrealized
Gains (Losses)
Included in Net
Income Related to Assets and
Liabilities Still Held as of
December 31, 2015
(1)
                   
(Dollars in millions) 
Balance,
January 1,
2015
 
Included
in Net
Income(1)
)
 
Included in
OCI
 Purchases Sales Issuances Settlements 
Transfers
Into
Level 3
 
Transfers
Out of
Level 3
 Balance,
December 31, 2015
 
Securities available for sale:                    
Corporate debt securities guaranteed by U.S. government agencies $333
 $(1) $6
 $0
 $(226) $0
 $(12) $0
 $(100) $0
 $0
RMBS 561
 35
 (3) 0
 0
 0
 (63) 343
 (369) 504
 36
CMBS 228
 0
 (1) 138
 0
 0
 (52) 0
 (216) 97
 0
Other ABS 65
 1
 (2) 0
 (20) 0
 0
 0
 (44) 0
 0
Other securities 18
 0
 0
 4
 0
 0
 (8) 0
 0
 14
 0
Total securities available for sale 1,205
 35
 0
 142
 (246) 0
 (135) 343
 (729) 615
 36
Other assets:                      
Consumer MSRs 53
 (1) 0
 0
 0
 22
 (6) 0
 0
 68
 (1)
Retained interest in securitizations 221
 (10) 0
 0
 0
 0
 0
 0
 0
 211
 (10)
Net derivative assets (liabilities)(2)
 23
 5
 0
 0
 0
 29
 (23) 0
 (4) 30
 5
__________
(1)
Gains (losses) related to Level 3 securities available for sale, consumer MSRs, retained interests in securitizations, and derivative assets and liabilities are included as a component of non-interest income in our consolidated statements of income.
(2)
Includes derivative assets and liabilities of $37 million and $24 million, respectively, as of December 31, 2017, $47 million and $29 million, respectively, as of December 31, 2016, and $57 million and $27 million, respectively, as of December 31, 2015.

(2)Net unrealized losses included in other comprehensive income related to Level 3 securities available for sale still held as of December 31, 2021 were $4 million. Net unrealized losses included in other comprehensive income related to Level 3 securities available for sale still held as of December 31, 2020 were $21 million. Net unrealized losses included in other comprehensive income related to Level 3 securities available for sale still held as of December 31, 2019 were $4 million.
(3)Includes derivative assets and liabilities of $84 million and $65 million, respectively, as of December 31, 2021 and $141 million and $110 million, respectively, as of December 31, 2020 and $77 million and $51 million, respectively, as of December 31, 2019.
208Capital One Financial Corporation (COF)

Table(4)The fair value of Contents

CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

RMBS as of January 1, 2020 includes a cumulative adjustment of $4 million from the adoption of the CECL standard.
Significant Level 3 Fair Value Asset and Liability Input SensitivityInputs
ChangesGenerally, uncertainties in fair value measurements of financial instruments, such as changes in unobservable inputs, may have a significant impact on fair value. Certain of these unobservable inputs will, in isolation, have a directionally consistent impact on the fair value of the instrument for a given change in that input. Alternatively, the fair value of the instrument may move in an opposite direction for a given change in another input. In general, an increase in the discount rate, default rates, loss severity andor credit spreads, in isolation, would result in a decrease in the fair value measurement. In addition, an increase in default rates would generally be accompanied by a decrease in recovery rates, slower prepayment rates and an increase in liquidity spreads.
Techniques and Inputs for Level 3 Fair Value Measurements
The following table presents the significant unobservable inputs used to determine the fair values of our Level 3 financial instruments on a recurring basis. We utilize multiple vendor pricing services to obtain fair value for our securities. Several of our vendor pricing services are only able to provide unobservable input information for a limited number of securities due to software licensing restrictions. Other vendor pricing services are able to provide unobservable input information for all securities for which they provide a valuation. As a result, the unobservable input information for the securities available for sale presented below represents a composite summary of all information we are able to obtain. The unobservable input information for all other Level 3 financial instruments is based on the assumptions used in our internal valuation models.

209201Capital One Financial Corporation (COF)

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Table 17.3:16.3: Quantitative Information about Level 3 Fair Value Measurements
 Quantitative Information about Level 3 Fair Value MeasurementsQuantitative Information about Level 3 Fair Value Measurements
(Dollars in millions) Fair Value at December 31,
2017
 
Significant
Valuation
Techniques
 
Significant
Unobservable
Inputs
 Range 
Weighted
Average
(Dollars in millions)Fair Value at
December 31,
2021
Significant
Valuation
Techniques
Significant
Unobservable
Inputs
Range
Weighted
Average(1)
Securities available for sale:   Securities available for sale:
RMBS $614
 Discounted cash flows (vendor pricing) Yield
Voluntary prepayment rate
Default rate
Loss severity
 2-9%
0-15%
0-8%
0-90%
 5%
4%
3%
62%
RMBS$258 Discounted cash flows (vendor pricing)Yield
Voluntary prepayment rate
Default rate
Loss severity
0-21%
5-40%
1-11%
30-100%
3%
11%
2%
65%
CMBS 14
 Discounted cash flows (vendor pricing) Yield
Voluntary prepayment rate
 3%
0%
 3%
0%
CMBS9 Discounted cash flows (vendor pricing)Yield
1-2%1%
Other securities 5
 Discounted cash flows Yield
 2% 2%
Other assets:   Other assets:
Consumer MSRs 92
 Discounted cash flows Total prepayment rate
Discount rate
Option-adjusted spread rate
Servicing cost ($ per loan)
 7-30%
14%
200-1,500 bps
$75-$100
 16%
14%
458 bps
$76
Retained interests in securitization(1)
 172
 Discounted cash flows Life of receivables (months)
Voluntary prepayment rate
Discount rate
Default rate
Loss severity
 6-79
2-12%
3-10%
1-6%
3-115%
 N/A
Retained interests in securitizations(2)
Retained interests in securitizations(2)
41 Discounted cash flowsLife of receivables (months)
Voluntary prepayment rate
Discount rate
Default rate
Loss severity
29-36
9-18%
2-8%
3-4%
72-151%
N/A
Net derivative assets (liabilities) 13
 Discounted cash flows Swap rates 2% 2%Net derivative assets (liabilities)19 Discounted cash flowsSwap rates1-2%2%
Quantitative Information about Level 3 Fair Value Measurements
(Dollars in millions)Fair Value at
December 31,
2020
Significant
Valuation
Techniques
Significant
Unobservable
Inputs
Range
Weighted
Average(1)
Securities available for sale:
RMBS$328 Discounted cash flows (vendor pricing)Yield
Voluntary prepayment rate
Default rate
Loss severity
2-12%
8-15%
0-11%
30-100%
3%
10%
2%
73%
CMBS111 Discounted cash flows (vendor pricing)Yield
1-3%2%
Other assets:
Retained interests in securitizations(2)
55 Discounted cash flowsLife of receivables (months)
Voluntary prepayment rate
Discount rate
Default rate
Loss severity
37-52
3-13%
2-12%
3-3%
55-70%
N/A
Net derivative assets (liabilities)31 Discounted cash flowsSwap rates1%1%
__________
  Quantitative Information about Level 3 Fair Value Measurements
(Dollars in millions) 
Fair Value at
December 31,
2016
 
Significant
Valuation
Techniques
 
Significant
Unobservable
Inputs
 Range 
Weighted
Average
Securities available for sale:          
RMBS $518
 Discounted cash flows (vendor pricing) Yield
Voluntary prepayment rate
Default rate
Loss severity
 0-15%
0-30%
0-16%
9-87%
 5%
4%
4%
57%
CMBS 51
 Discounted cash flows (vendor pricing) Yield
Voluntary prepayment rate
 2%
0%

 2%
0%

Other securities 9
 Discounted cash flows Yield
 1-2% 1%
Other assets:          
Consumer MSRs 80
 Discounted cash flows Total prepayment rate
Discount rate
Option-adjusted spread rate
Servicing cost ($ per loan)
 8-20%
15%
580-1,500 bps
$75-$100
 15%
15%
636 bps
$76
Retained interests in securitization(1)
 201
 Discounted cash flows Life of receivables (months) Voluntary prepayment rate
Discount rate
Default rate
Loss severity
 6-87
2-11%
4-11%
1-6%
7-102%
 N/A
Net derivative assets (liabilities) 18
 Discounted cash flows Swap rates 2% 2%
(1)Weighted averages are calculated by using the product of the input multiplied by the relative fair value of the instruments.
__________
(2)Due to the nature of the various mortgage securitization structures in which we have retained interests, it is not meaningful to present a consolidated weighted average for the significant unobservable inputs.
(1)
Due to the nature of the various mortgage securitization structures in which we have retained interests, it is not meaningful to present a consolidated weighted average for the significant unobservable inputs.
Assets and Liabilities Measured at Fair Value on a Nonrecurring Basis
We are required to measure and recognize certain assets at fair value on a nonrecurring basis on the consolidated balance sheets. These assets are not measured at fair value on an ongoing basis but are subject to fair value adjustments in certain circumstances (for example, from the application of lower of cost or fair value accounting or when we evaluate for impairment)an impairment is identified). The following describes the valuation techniques used in estimating the fair value of our financial assets and liabilities recorded at fair value on a nonrecurring basis.





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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Net Loans Held for Investment
Loans held for investment that are recorded at fair value on our consolidated balance sheets on a nonrecurring basis largely consist of impaired loans for which impairment is measured based upon the fair value of the underlying collateral. The fair value is determined using appraisal values that are obtained from independent appraisers, broker pricing opinions or other available market information, adjusted for the estimated cost to sell. Due to the use of significant unobservable inputs, these loans are classified as Level 3 under the fair value hierarchy. Fair value adjustments for individually impaired collateralized loans held for investment are recorded in provision for credit losses in the consolidated statements of income.
Loans Held for Sale
Loans held for sale for which we have not elected the fair value option are carried at the lower of aggregate cost, net of deferred fees and deferred origination costs, or fair value. These loans held for sale are valued based on market observable inputs and are therefore classified as Level 2. Fair value adjustments to these loans are recorded in other non-interest income in our consolidated statements of income.
Other Assets
Other assets subject to nonrecurring fair value measurements include equity investments accounted for under the measurement alternative, other repossessed assets and long-lived assets held for sale. The assets held for sale are carried at the lower of the carrying amount or fair value less costs to sell. The fair value is determined based on the appraisal value, listing price of the property or collateral provided by independent appraisers, and is adjusted for the estimated costs to sell. Due to the use of significant unobservable inputs, these assets are classified as Level 3 under the fair value hierarchy. Fair value adjustments for these assets are recorded in other non-interest expense in the consolidated statements of income.
The following table presents the carrying value of the assets measured at fair value on a nonrecurring basis and still held as of December 31, 20172021 and 2016,2020, and for which a nonrecurring fair value measurement was recorded during the year then ended:ended.
Table 17.4:16.4: Nonrecurring Fair Value Measurements
  December 31, 2017
  Estimated Fair Value Hierarchy Total
(Dollars in millions) Level 2 Level 3 
Loans held for investment $0
 $182
 $182
Loans held for sale 177
 1
 178
Other assets(1)
 0
 35
 35
Total $177
 $218
 $395
 December 31, 2016December 31, 2021
 Estimated Fair Value Hierarchy TotalEstimated Fair Value HierarchyTotal
(Dollars in millions) Level 2 Level 3 (Dollars in millions)Level 2Level 3
Loans held for investment $0
 $587
 $587
Loans held for investment$0 $194 $194 
Loans held for sale 157
 0
 157
Loans held for sale118 0 118 
Other assets(1)
 0
 83
 83
Other assets(1)
0 325 325 
Total $157
 $670
 $827
Total$118 $519 $637 
December 31, 2020
Estimated Fair Value HierarchyTotal
(Dollars in millions)Level 2Level 3
Loans held for investment$$305 $305 
Other assets(1)
175 175 
Total$$480 $480 
__________
(1)As of December 31, 2021, other assets included equity method investments of $50 million, investments accounted for under measurement alternative of $29 million, repossessed assets of $40 million and long-lived assets held for sale of $206 million. As of December 31, 2020, other assets included equity investments accounted for under the measurement alternative of $25 million, repossessed assets of $42 million and long-lived assets held for sale of $108 million.
(1)
Other assets includes foreclosed property and repossessed assets of $17 million and long-lived assets held for sale of $18 million as of December 31, 2017, compared to foreclosed property and repossessed assets of $43 million and long-lived assets held for sale of $40 million as of December 31, 2016.203Capital One Financial Corporation (COF)

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
In the above table, loans held for investment primarily include nonperforming loans for which specific reserves or charge-offs have been recognized. These loans are classified as Level 3, as they aregenerally valued based in part on the estimated fair value of the underlying collateral and the non-recoverable rate, which is considered to be a significant unobservable input. Collateral fair value sources include the appraisal value obtained from independent appraisers, broker pricing opinions or other available market information. The non-recoverable rate ranged from 0% to 77%100%, with a weighted average of 21%13%, and from 0% to 73%89%, with a weighted average of 16%14%, as of December 31, 20172021 and 2016,2020, respectively. The fairweighted average non-recoverable rate is calculated based on the estimated market value of the loans held for sale and the other assets classified as Level 3 is determined based on appraisal value or listing price which involves significant judgment; theunderlying collateral. The significant unobservable inputs and related quantitative information related to fair value of the other assets are not meaningful to disclose as they vary significantly across properties and collateral.
The following table presents total nonrecurring fair value measurements for the period, included in earnings, attributable to the change in fair value relating to assets that are still held at December 31, 2017, 20162021 and 2015.2020.
Table 17.5:16.5: Nonrecurring Fair Value Measurements Included in Earnings
  Total Gains (Losses)
  Year Ended December 31,
(Dollars in millions) 2017 2016 2015
Loans held for investment $(100) $(230) $(80)
Loans held for sale (3) (2) (1)
Other assets(1)
 (12) (19) (45)
Total $(115) $(251) $(126)
__________
(1)
Other assets includes losses related to foreclosed property, repossessed assets and long-lived assets held for sale.

Total Gains (Losses)
Year Ended December 31,
(Dollars in millions)20212020
Loans held for investment$2 $198 
Other assets(1)
(72)(85)
Total$(70)$113 
211Capital One Financial Corporation (COF)

Table of Contents__________

CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

(1)Other assets include fair value adjustments related to repossessed assets, long-lived assets held for sale and equity investments accounted for under the measurement alternative.
Fair Value of Financial Instruments
The following table presents the carrying value and estimated fair value, including the level within the fair value hierarchy, of our financial instruments that are not measured at fair value on a recurring basis on our consolidated balance sheets as of December 31, 20172021 and 2016.2020.
Table 17.6:16.6: Fair Value of Financial Instruments
  December 31, 2017
  
Carrying
Value
 
Estimated
Fair Value
 Estimated Fair Value Hierarchy
(Dollars in millions)   Level 1 Level 2 Level 3
Financial assets:          
Cash and cash equivalents $14,040
 $14,040
 $4,458
 $9,582
 $0
Restricted cash for securitization investors 312
 312
 312
 0
 0
Securities held to maturity 28,984
 29,437
 200
 29,217
 20
Net loans held for investment 246,971
 251,468
 0
 0
 251,468
Loans held for sale 971
 952
 0
 949
 3
Interest receivable 1,536
 1,536
 0
 1,536
 0
Other investments(1)
 1,689
 1,689
 0
 1,680
 9
Financial liabilities:          
Deposits 243,702
 243,732
 26,404
 217,328
 0
Securitized debt obligations 20,010
 20,122
 0
 20,122
 0
Senior and subordinated notes 30,755
 31,392
 0
 31,392
 0
Federal funds purchased and securities loaned or sold under agreements to repurchase 576
 576
 0
 576
 0
Other borrowings(2)
 8,892
 8,892
 0
 8,892
 0
Interest payable 413
 413
 0
 413
 0
  December 31, 2016
  
Carrying
Value
 
Estimated
Fair Value
 Estimated Fair Value Hierarchy
(Dollars in millions)   Level 1 Level 2 Level 3
Financial assets:          
Cash and cash equivalents $9,976
 $9,976
 $4,185
 $5,791
 $0
Restricted cash for securitization investors 2,517
 2,517
 2,517
 0
 0
Securities held to maturity 25,712
 26,196
 199
 25,962
 35
Net loans held for investment 239,083
 242,935
 0
 0
 242,935
Loans held for sale 1,043
 1,038
 0
 1,038
 0
Interest receivable 1,351
 1,351
 0
 1,351
 0
Other investments(1)
 2,029
 2,029
 0
 2,020
 9
Financial liabilities:          
Deposits 236,768
 237,082
 25,502
 211,580
 0
Securitized debt obligations 18,826
 18,920
 0
 18,920
 0
Senior and subordinated notes 23,431
 23,774
 0
 23,774
 0
Federal funds purchased and securities loaned or sold under agreements to repurchase 992
 992
 0
 992
 0
Other borrowings 17,211
 17,180
 0
 17,180
 0
Interest payable 327
 327
 0
 327
 0
__________
(1)
Other investments includes FHLB, Federal Reserve stock and cost method investments. These investments are included in other assets on our consolidated balance sheets.
(2)
Other borrowings excludes capital lease obligations.

December 31, 2021
Carrying
Value
Estimated
Fair Value
Estimated Fair Value Hierarchy
(Dollars in millions)Level 1Level 2Level 3
Financial assets:
Cash and cash equivalents$21,746 $21,746 $4,164 $17,582 $0 
Restricted cash for securitization investors308 308 308 0 0 
Net loans held for investment265,910 270,508 0 0 270,508 
Loans held for sale4,862 5,091 0 5,091 0 
Interest receivable1,460 1,460 0 1,460 0 
Other investments(1)
1,344 1,344 0 1,344 0 
Financial liabilities:
Deposits with defined maturities17,923 18,062 0 18,062 0 
Securitized debt obligations14,994 15,122 0 15,122 0 
Senior and subordinated notes27,219 27,842 0 27,842 0 
Federal funds purchased and securities loaned or sold under agreements to repurchase820 820 0 820 0 
Interest payable281 281 0 281 0 
212204Capital One Financial Corporation (COF)

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

 December 31, 2020
Carrying
Value
Estimated
Fair Value
Estimated Fair Value Hierarchy
(Dollars in millions)Level 1Level 2Level 3
Financial assets:
Cash and cash equivalents$40,509 $40,509 $4,708 $35,801 $
Restricted cash for securitization investors262 262 262 
Net loans held for investment236,060 244,701 244,701 
Loans held for sale2,114 2,214 2,214 
Interest receivable1,471 1,471 1,471 
Other investments(1)
1,341 1,341 1,341 
Financial liabilities:
Deposits with defined maturities32,746 33,111 33,111 
Securitized debt obligations12,414 12,584 12,584 
Senior and subordinated notes27,382 28,282 28,282 
Federal funds purchased and securities loaned or sold under agreements to repurchase668 668 668 
Interest payable352 352 352 
__________
(1)Other investments include FHLB and Federal Reserve stock. These investments are included in other assets on our consolidated balance sheets.
205Capital One Financial Corporation (COF)

Table of Contents

CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
NOTE 18—17—BUSINESS SEGMENTS AND REVENUE FROM CONTRACTS WITH CUSTOMERS
Our principal operations are currently organized into three3 major business segments, which are defined primarily based on the products and services provided or the typetypes of customercustomers served: Credit Card, Consumer Banking and Commercial Banking. The operations of acquired businesses have been integrated into or managed as a part of our existing business segments. Certain activities that are not part of a segment
such as management of our corporate investment portfolio and asset/liability management by our centralized Corporate Treasury group, are included in the Other category.
Credit Card: Consists of our domestic consumer and small business card lending, and international card businesses in Canada and the United Kingdom.
Consumer Banking: Consists of our branch-based lending and deposit gathering and lending activities for consumers and small businesses, national deposit gathering,and national auto lending and our consumer home loan portfolio and associated servicing activities.
lending.
Commercial Banking: Consists of our lending, deposit gathering, capital markets and treasury management services to commercial real estate and commercial and industrial customers. Our commercial and industrial customers typically include companies with annual revenues between $20 million and $2 billion.
Other category: Includes the residual impact of the allocation of our centralized Corporate Treasury group activities, such as management of our corporate investment portfolio and asset/liability management, to our business segments. Accordingly, net gains and losses on our investment securities portfolio and certain trading activities are included in the Other category. Other category also includes foreign exchange-rate fluctuations on foreign currency-denominated transactions; unallocated corporate expenses that do not directly support the operations of the business segments or for which the business segments are not considered financially accountable in evaluating their performance, such as certain restructuring charges; certain material items that are non-recurring in nature; offsets related to certain line-item reclassifications; and residual tax expense or benefit to arrive at the consolidated effective tax rate that is not assessed to our primary business segments.
Basis of Presentation
We report the results of each of our business segments on a continuing operations basis. See “Note 2—Business Developments and Discontinued Operations” for a discussion of our discontinued operations. The results of our individual businesses reflect the manner in which management evaluates performance and makes decisions about funding our operations and allocating resources.
Business Segment Reporting Methodology
The results of our business segments are intended to present each segment as if it were a stand-alone business. Our internal management and reporting process used to derive our segment results employs various allocation methodologies, including funds transfer pricing, to assign certain balance sheet assets, deposits and other liabilities and their related revenue and expenses directly or indirectly attributable to each business segment. Our funds transfer pricing process provides a funds credit for sources of funds, such as deposits generated by our Consumer Banking and Commercial Banking businesses, and a funds charge for the use of funds by each segment. Due to the integrated nature of our business segments, estimates and judgments have been made in allocating certain revenue and expense items. Transactions between segments are based on specific criteria or approximate third-party rates. We regularly assess the assumptions, methodologies and reporting classifications used for segment reporting, which may result in the implementation of refinements or changes in future periods.
The following is additional information on the principles and methodologies used in preparing our business segment results.
Net interest income: Interest income from loans held for investment and interest expense from deposits and other interest-bearing liabilities are reflected within each applicable business segment. Because funding and asset/liability management are managed centrally by our Corporate Treasury group, net interest income for our business segments also includes the results of a funds transfer pricing process that is intended to allocate a cost of funds used or credit for funds provided to all business segment assets and liabilities, respectively, using a matched funding concept. The taxable-equivalent benefit of tax-exempt products is also allocated to each business unit with a corresponding increase in income tax expense.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Non-interest income: Non-interest fees and other revenue associated with loans or customers managed by each business segment and other direct revenues are accounted for within each business segment.
Provision for credit losses: The provision for credit losses is directly attributable to the business segment in accordance with the loans each business segment manages.
Non-interest expense: Non-interest expenses directly managed and incurred by a business segment are accounted for within each business segment. We allocate certain non-interest expenses indirectly incurred by business segments, such as corporate support functions, to each business segment based on various factors, including the actual cost of the services from the service providers, the utilization of the services, the number of employees or other relevant factors.
Goodwill and other intangible assets: Goodwill and other intangible assets that are not directly attributable to business segments are assigned to business segments based on the relative fair value of each segment. Intangible amortization is included in the results of the applicable segment.
Income taxes: Income taxes are assessed for each business segment based on a standard tax rate with the residual tax expense or benefit to arrive at the consolidated effective tax rate included in the Other category.
Loans held for investment: Loans are reported within each business segment based on product or customer type served by that business segment.
Deposits: Deposits are reported within each business segment based on product or customer type served by that business segment.
Segment Results and Reconciliation
We may periodically change our business segments or reclassify business segment results based on modifications to our management reporting methodologies or changes in organizational alignment. The following tables presenttable presents our business segment results for the years ended December 31, 2017, 20162021, 2020 and 2015,2019, selected balance sheet data as of December 31, 2017, 20162021 and 2015,2020, and a reconciliation of our total business segment results to our reported consolidated income from continuing operations, loans held for investment and deposits.
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Table 17.1: Segment Results and Reconciliation
Year Ended December 31, 2021
(Dollars in millions)Credit CardConsumer Banking
Commercial Banking(1)
Other(1)
Consolidated Total
Net interest income (loss)$14,074 $8,448 $2,153 $(504)$24,171 
Non-interest income (loss)4,806 554 1,148 (244)6,264 
Total net revenue (loss)(2)
18,880 9,002 3,301 (748)30,435 
Benefit for credit losses(902)(521)(519)(2)(1,944)
Non-interest expense9,621 4,711 1,815 423 16,570 
Income (loss) from continuing operations before income taxes10,161 4,812 2,005 (1,169)15,809 
Income tax provision (benefit)2,403 1,136 473 (597)3,415 
Income (loss) from continuing operations, net of tax$7,758 $3,676 $1,532 $(572)$12,394 
Loans held for investment$114,772 $77,646 $84,922 $0 $277,340 
Deposits0 256,407 44,809 9,764 310,980 
Year Ended December 31, 2020
(Dollars in millions)Credit CardConsumer Banking
Commercial Banking(1)
Other(1)
Consolidated Total
Net interest income (loss)$13,776 $7,238 $2,048 $(149)$22,913 
Non-interest income3,823 466 923 398 5,610 
Total net revenue(2)
17,599 7,704 2,971 249 28,523 
Provision for credit losses7,327 1,753 1,181 10,264 
Non-interest expense8,491 4,159 1,706 700 15,056 
Income (loss) from continuing operations before income taxes1,781 1,792 84 (454)3,203 
Income tax provision (benefit)420 425 19 (378)486 
Income (loss) from continuing operations, net of tax$1,361 $1,367 $65 $(76)$2,717 
Loans held for investment$106,956 $68,888 $75,780 $$251,624 
Deposits249,815 39,590 16,037 305,442 
Year Ended December 31, 2019
(Dollars in millions)Credit CardConsumer Banking
Commercial Banking(1)
Other(1)
Consolidated Total
Net interest income$14,461 $6,732 $1,983 $164 $23,340 
Non-interest income (loss)3,888 643 831 (109)5,253 
Total net revenue(2)
18,349 7,375 2,814 55 28,593 
Provision for credit losses4,992 938 306 6,236 
Non-interest expense9,271 4,091 1,699 422 15,483 
Income (loss) from continuing operations before income taxes4,086 2,346 809 (367)6,874 
Income tax provision (benefit)959 547 188 (353)1,341 
Income (loss) from continuing operations, net of tax$3,127 $1,799 $621 $(14)$5,533 
Loans held for investment$128,236 $63,065 $74,508 $$265,809 
Deposits213,099 32,134 17,464 262,697 
__________
(1)Some of our commercial investments generate tax-exempt income, tax credits or other tax benefits. Accordingly, we present our Commercial Banking revenue and yields on a taxable-equivalent basis, calculated using the federal statutory tax rate of 21% and state taxes where applicable, with offsetting reductions to the Other category.
(2)Total net revenue was reduced by $629 million and $1.1 billion for the years ended December 31, 2021 and 2020, respectively, for credit card finance charges and fees charged off as uncollectible and by $1.4 billion for the year ended December 31, 2019, for the estimated uncollectible amount of billed finance charges and fees and related losses.
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Revenue from Contracts with Customers
The majority of our revenue from contracts with customers consists of interchange fees, service charges and other customer-related fees, and other contract revenue. Interchange fees are primarily from our Credit Card business and are recognized upon settlement with the interchange networks, net of rewards earned by customers. Service charges and other customer-related fees within our Consumer Banking business are primarily related to fees earned on consumer deposit accounts for account maintenance and various transaction-based services such as overdrafts and automated teller machine (“ATM”) usage. Service charges and other customer-related fees within our Commercial Banking business are mostly related to fees earned on treasury management and capital markets services. Other contract revenue in our Credit Card business consists primarily of revenue from our partnership arrangements. Other contract revenue in our Consumer Banking business consists primarily of revenue earned on certain marketing and promotional events from our auto dealers. Revenue from contracts with customers is included in non-interest income in our consolidated statements of income.
The following table presents revenue from contracts with customers and a reconciliation to non-interest income by business segment for the years ended December 31, 2021, 2020 and 2019.
Table 17.2: Revenue from Contracts with Customers and Reconciliation to Segment Results
Year Ended December 31, 2021
(Dollars in millions)Credit CardConsumer Banking
Commercial Banking(1)
Other(1)
Consolidated Total
Contract revenue:
Interchange fees, net(2)
$3,497 $267 $96 $0 $3,860 
Service charges and other customer-related fees0 171 287 (1)457 
Other383 75 5 0 463 
Total contract revenue3,880 513 388 (1)4,780 
Revenue (reduction) from other sources926 41 760 (243)1,484 
Total non-interest income (loss)$4,806 $554 $1,148 $(244)$6,264 
Year Ended December 31, 2020
(Dollars in millions)Credit CardConsumer Banking
Commercial Banking(1)
Other(1)
Consolidated Total
Contract revenue:
Interchange fees, net(2)
$2,747 $209 $63 $(2)$3,017 
Service charges and other customer-related fees188 175 (1)362 
Other315 39 358 
Total contract revenue3,062 436 242 (3)3,737 
Revenue from other sources761 30 681 401 1,873 
Total non-interest income$3,823 $466 $923 $398 $5,610 
Year Ended December 31, 2019
(Dollars in millions)Credit CardConsumer Banking
Commercial Banking(1)
Other(1)
Consolidated Total
Contract revenue:
Interchange fees, net(2)
$2,925 $205 $55 $(6)$3,179 
Service charges and other customer-related fees298 120 (1)417 
Other120 101 224 
Total contract revenue3,045 604 178 (7)3,820 
Revenue (reduction) from other sources843 39 653 (102)1,433 
Total non-interest income (loss)$3,888 $643 $831 $(109)$5,253 


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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

__________
Table 18.1: Segment Results(1)Some of our commercial investments generate tax-exempt income, tax credits or other tax benefits. Accordingly, we present our Commercial Banking revenue and Reconciliationyields on a taxable-equivalent basis, calculated using the federal statutory tax rate of 21% and state taxes where applicable, with offsetting reductions to the Other category.
  Year Ended December 31, 2017
(Dollars in millions) Credit
Card
 Consumer
Banking
 
Commercial
Banking
(1)
 
Other(1)
 Consolidated
Total
Net interest income $13,648
 $6,380
 $2,261
 $171
 $22,460
Non-interest income 3,325
 749
 708
 (5) 4,777
Total net revenue 16,973
 7,129
 2,969
 166
 27,237
Provision for credit losses 6,066
 1,180
 301
 4
 7,551
Non-interest expense 7,916
 4,233
 1,603
 442
 14,194
Income (loss) from continuing operations before income taxes 2,991
 1,716
 1,065
 (280) 5,492
Income tax provision 1,071
 626
 389
 1,289
 3,375
Income (loss) from continuing operations, net of tax $1,920
 $1,090
 $676
 $(1,569) $2,117
Loans held for investment $114,762
 $75,078
 $64,575
 $58
 $254,473
Deposits 0
 185,842
 33,938
 23,922
 243,702
           
  Year Ended December 31, 2016
(Dollars in millions) Credit
Card
 Consumer
Banking
 
Commercial
Banking
(1)
 
Other(1)
 Consolidated
Total
Net interest income $12,635
 $5,829
 $2,216
 $193
 $20,873
Non-interest income 3,380
 733
 578
 (63) 4,628
Total net revenue 16,015
 6,562
 2,794
 130
 25,501
Provision (benefit) for credit losses 4,926
 1,055
 483
 (5) 6,459
Non-interest expense 7,703
 4,139
 1,407
 309
 13,558
Income (loss) from continuing operations before income taxes 3,386
 1,368
 904
 (174) 5,484
Income tax provision (benefit) 1,226
 498
 329
 (339) 1,714
Income from continuing operations, net of tax $2,160
 $870
 $575
 $165
 $3,770
Loans held for investment $105,552
 $73,054
 $66,916
 $64
 $245,586
Deposits 0
 181,917
 33,866
 20,985
 236,768
  Year Ended December 31, 2015
(Dollars in millions) 
Credit
Card
 
Consumer
Banking
 
Commercial
Banking
(1)
 
Other(1)
 
Consolidated
Total
Net interest income $11,161
 $5,755
 $1,865
 $53
 $18,834
Non-interest income 3,421
 710
 487
 (39) 4,579
Total net revenue 14,582
 6,465
 2,352
 14
 23,413
Provision (benefit) for credit losses 3,417
 819
 302
 (2) 4,536
Non-interest expense 7,502
 4,026
 1,156
 312
 12,996
Income (loss) from continuing operations before income taxes 3,663
 1,620
 894
 (296) 5,881
Income tax provision (benefit) 1,309
 586
 324
 (350) 1,869
Income from continuing operations, net of tax $2,354
 $1,034
 $570
 $54
 $4,012
Loans held for investment $96,125
 $70,372
 $63,266
 $88
 $229,851
Deposits 0
 172,702
 34,257
 10,762
 217,721
__________    
(1)
Some of our commercial investments generate tax-exempt income or tax credits. Accordingly, we make certain reclassifications within our Commercial Banking business results to present revenues and yields on a taxable-equivalent basis, calculated assuming an effective tax rate approximately equal to our federal statutory tax rate (35% for all periods presented), with offsetting reductions to the Other category.


(2)Interchange fees are presented net of customer reward expenses of $6.4 billion for the year ended December 31, 2021and $4.9 billion for both the years ended December 31, 2020 and 2019.
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NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 19—18—COMMITMENTS, CONTINGENCIES, GUARANTEES AND OTHERS
Commitments to Lend
Our unfunded lending commitments primarily consist of credit card lines, loan commitments to customers of both our Commercial Banking and Consumer Banking businesses, as well as standby and commercial letters of credit. These commitments, other than credit card lines, are legally binding conditional agreements that have fixed expirations or termination dates and specified interest rates and purposes. The contractual amount of these commitments represents the maximum possible credit risk to us should the counterparty draw upon the commitment. We generally manage the potential risk of unfunded lending commitments by limiting the total amount of arrangements, monitoring the size and maturity structure of these portfolios and applying the same credit standards for all of our credit activities.
For unused credit card lines, we have not experienced and do not anticipate that all of our customers will access their entire available line at any given point in time. Commitments to extend credit other than credit card lines generally require customers to maintain certain credit standards. Collateral requirements and loan-to-value (“LTV”) ratios are the same as those for funded transactions and are established based on management’s credit assessment of the customer. These commitments may expire without being drawn upon; therefore, the total commitment amount does not necessarily represent future funding requirements.
We also issue letters of credit, such as financial standby, performance standby and commercial letters of credit, to meet the financing needs of our customers. Standby letters of credit are conditional commitments issued by us to guarantee the performance of a customer to a third party in a borrowing arrangement. Commercial letters of credit are short-term commitments issued primarily to facilitate trade finance activities for customers and are generally collateralized by the goods being shipped to the client.customer. These collateral requirements are similar to those for funded transactions and are established based on management’s credit assessment of the customer. Management conducts regular reviews of all outstanding letters of credit and the results of these reviews are considered in assessing the adequacy of reserves for unfunded lending commitments.
The following table presents the contractual amount and carrying value of our unfunded lending commitments as of December 31, 20172021 and 2016.2020. The carrying value represents our reserve and deferred revenue on legally binding commitments.
Table 19.1:18.1: Unfunded Lending Commitments: Contractual AmountCommitments
Contractual AmountCarrying Value
(Dollars in millions)December 31, 2021December 31, 2020December 31, 2021December 31, 2020
Credit card lines$368,508 $349,594 N/AN/A
Other loan commitments(1)
44,572 35,836 $125 $144 
Standby letters of credit and commercial letters of credit(2)
1,419 1,302 24 32 
Total unfunded lending commitments$414,499 $386,732 $149 $176 
__________
(1)Includes $3.9 billion and Carrying Value
$1.8 billion of advised lines of credit as of December 31, 2021 and 2020, respectively.
  Contractual Amount Carrying Value
(Dollars in millions) December 31,
2017
 December 31,
2016
 December 31,
2017
 December 31,
2016
Standby letter of credit and commercial letter of credit(1)
 $2,046
 $1,936
 $43
 $42
Credit card lines 351,481
 312,864
 N/A
 N/A
Other loan commitments(2)
 31,840
 28,402
 84
 98
Total unfunded lending commitments $385,367
 $343,202
 $127
 $140
(2)These financial guarantees have expiration dates that range from 2021 to 2023 as of December 31, 2021.
__________
(1)
These financial guarantees have expiration dates ranging from 2018 to 2025 as of December 31, 2017.
(2)
Includes $1.0 billion and $699 million of advised lines of credit as of December 31, 2017 and 2016, respectively.
Loss Sharing Agreements and Other Obligations
Within our Commercial Banking business, we originate multifamily commercial real estate loans with the intent to sell them to the GSEs. We enter into loss sharing agreements with the GSEs upon the sale of the loans. At inception,Beginning January 1, 2020, we record a liability representingelected the fair value option on new loss sharing agreements. Unrealized gains and losses are recorded in other non-interest income in our consolidated statements of our obligation which is subsequently amortizedincome. For those loss sharing agreements entered into as of and prior to December 31, 2019, we amortize the liability recorded at inception into non-interest income as we are released from risk of payment under the loss sharing agreement. If payment under the loss sharing agreement becomes probable and estimable, an additional liability may be recorded on the consolidated balance sheets and a non-interest expense may be recognizedrecord our estimate of expected credit losses each period in theprovision for credit losses in our consolidated statements of income. The liability recognized on our consolidated balance sheets for ourthese loss sharing agreements was $60$90 million and $48$97 million as of December 31, 20172021 and 2016,2020, respectively.

See “Note 4—Allowance for Credit Losses and Reserve for Unfunded Lending Commitments” for more information related to our credit card partnership loss sharing arrangements.
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Prior to October 2017, we had an obligation to exercise mandatory clean-up calls related to the discontinued manufactured housing operations of GreenPoint Credit, LLC, a subsidiary of GreenPoint, in the event that our third-party servicer could not fulfill its obligations. On October 10, 2017, we entered into an agreement with the third-party servicer under which we assumed the mandatory obligation to exercise the remaining clean-up calls as they become due on certain securitization transactions. As a result of this agreement, we recognized the loan receivables and a corresponding liability on our consolidated balance sheets. During November 2017, we entered into a forward sale agreement pursuant to which we will sell the underlying loans to a third-party purchaser as the clean-up calls are exercised. Based on the current information and estimates, we expect that we will incur a loss when each clean-up call is exercised, and have recorded a liability of $78 million associated with these clean-up call obligations as of December 31, 2017. See “Note 6—Variable Interest Entities and Securitizations” for information related to these transactions.
U.K. Payment Protection Insurance
In the U.K., we previously sold payment protection insurance (“PPI”). In response to an elevated level of customer complaints across the industry, heightened media coverage and pressure from consumer advocacy groups, the U.K. Financial Conduct Authority (“FCA”), formerly the Financial Services Authority, investigated and raised concerns about the way the industry has handled complaints related to the sale of these insurance policies. For the past several years, the U.K.’s Financial Ombudsman Service (“FOS”) has been adjudicating customer complaints relating to PPI, escalated to it by consumers who disagree with the rejection of their complaint by firms, leading to customer remediation payments by us and others within the industry. On March 2, 2017, the FCA issued a statement that sets out final rules and guidance on the PPI complaints deadline, which has been set as August 29, 2019. The statement also provides clarity on how to handle PPI complaints under s.140A of the Consumer Credit Act, including guidance on how redress for such complaints should be calculated. The final rules and guidance came into force on August 29, 2017.
In determining our best estimate of incurred losses for future remediation payments, management considers numerous factors, including (i) the number of customer complaints we expect in the future; (ii) our expectation of upholding those complaints; (iii) the expected number of complaints customers escalate to the FOS; (iv) our expectation of the FOS upholding such escalated complaints; (v) the number of complaints that fall under the s.140A of the Consumer Credit Act; and (vi) the estimated remediation payout to customers. We monitor these factors each quarter and adjust our reserves to reflect the latest data.
Management’s best estimate of incurred losses related to U.K. PPI totaled $249 million and $238 million as of December 31, 2017 and December 31, 2016, respectively. In 2017, the reserve has been increased by $130 million in response to the above FCA statement and the commencement of the final rules and guidance. Other movements were due to a combination of utilization of the reserve through customer refund payments and foreign exchange movements. Our best estimate of reasonably possible future losses beyond our reserve as of December 31, 2017 is approximately $150 million.
Litigation
In accordance with the current accounting standards for loss contingencies, we establish reserves for litigation relatedlitigation-related matters that arise from the ordinary course of our business activities when it is probable that a loss associated with a claim or proceeding has been incurred and the amount of the loss can be reasonably estimated. None of the amounts we currently have recorded individually or in the aggregate are considered to be material to our financial condition. Litigation claims and proceedings of all types are subject to many uncertain factors that generally cannot be predicted with assurance. Below we provide a description of potentially material legal proceedings and claims.
For some of the matters disclosed below, we are able to estimate reasonably possible losses above existing reserves, and for other disclosed matters, such an estimate is not possible at this time. For those matters below where an estimate is possible, management currently estimates the reasonably possible future losses beyond our reserves as of December 31, 2017 is2021 are approximately $550 million, which includes estimates related to Mortgage Representation and Warranty exposure.$200 million. Our reserve and reasonably possible loss estimates involve considerable judgment and reflect that there is still significant uncertainty regarding numerous factors that may impact the ultimate loss levels. Notwithstanding, our attempt to estimate a reasonably possible range of loss beyond our current accrual levels for some litigation matters based on current information, it is possible that actual future losses will exceed both the current accrual level and the range of reasonably possible losses disclosed here. Given the inherent uncertainties involved in these matters, especially those involving governmental agencies, and the very large or indeterminate damages sought in some of these matters, there is significant uncertainty as to the ultimate liability we may incur from these litigation matters and an adverse outcome in one or more of these matters could be material to our results of operations or cash flows for any particular reporting period.

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Interchange
In 2005, a number of entities, each purporting to represent aputative class of retail merchants filed antitrust lawsuits against MasterCard and Visa and several memberissuing banks, including our subsidiariesCapital One, seeking both injunctive relief and us, alleging among other things, that themonetary damages for an alleged conspiracy by defendants conspired to fix the level of interchange fees. The complaints seek injunctive relief and civil monetary damages, which could be trebled. Separately, a number of largeOther merchants have asserted similar claims againstin separate lawsuits, and while these separate cases did not name any issuing banks, Visa, MasterCard and MasterCard only (together withissuers, including Capital One, have entered settlement and judgment sharing agreements allocating the liabilities of any judgment or settlement arising from all interchange-related cases.
The lawsuits described above, “Interchange Lawsuits”). In October 2005, the class and merchant Interchange Lawsuits were consolidated before the U.S. District Court for the Eastern District of New York for certain purposes including discovery. In July 2012, the parties executed and filed with the court a Memorandum of Understanding agreeing to resolve the litigation on certain terms set forthwere settled in a settlement agreement attached to the Memorandum.2012. The class settlement, provideshowever, was invalidated by the United States Court of Appeals for among other things, (i) payments by defendants to the class and individual plaintiffs totaling approximately $6.6 billion; (ii) a distribution to the class merchants of an amount equal to 10 basis points of certain interchange transactions for a period of eight months; and (iii) modifications to certain Visa and MasterCard rules regarding point of sale practices. In December 2013, the district court granted final approval of the proposed class settlement, which was appealed to the Second Circuit Court of Appeals in January 2014. On June 30, 2016, and the Second Circuit Court of Appeals vacated the district court’s certification of thesuit was bifurcated into separate class reversed approval of the proposed class settlement,actions seeking injunctive and remanded the litigation to the district court for further proceedings, ruling that some of the merchants that were part of the proposed class settlement were not adequately represented. Because the Second Circuit ruling remands the litigation to the district court for further proceedings, the ultimate outcome in this matter is uncertain. Severalmonetary relief, respectively. In addition, numerous merchant plaintiffs alsogroups opted out of the 2012 settlement and have pursued their own claims. The claims by the injunctive relief class have not been resolved, but the settlement before it was overturned,of $5.5 billion for the monetary damages class received final approval from the trial court, and somehas been appealed to the U.S. Court of those plaintiffs have sued MasterCard,Appeals for the Second Circuit. Visa and various memberMasterCard have also settled a number of the opt-out cases, which required non-material payments from issuing banks, including Capital One. The opt-out cases are consolidated before the U.S. District Court for the Eastern District of New York for certain purposes, including discovery. Visa and MasterCard have settled a number of individual opt-out cases, requiring non-material payments from all banks, including Capital One. Separate settlement and judgment sharing agreements between Capital One, MasterCard and Visa allocate the liabilities of any judgment or settlement arising from the Interchange Lawsuits and associated opt-out cases. Visa created a litigation escrow account following its IPOinitial public offering of stock in 2008 whichthat funds any settlements for its member banks, and any settlements related to MasterCard allocatedMasterCard-allocated losses have either already been paid or are reflected in Capital One’sour reserves.
Mortgage RepresentationCybersecurity Incident
On July 29, 2019, we announced that on March 22 and Warranty
We face residual exposure related23, 2019 an outside individual gained unauthorized access to subsidiaries that originated residential mortgage loansour systems. This individual obtained certain types of personal information relating to people who had applied for our credit card products and sold these loans to various purchasers, including purchasers who created securitization trusts. In connection with their sales of mortgage loans, these subsidiaries entered into agreements containing varying representations and warranties about, among other things, the ownershipour credit card customers (the “Cybersecurity Incident”). As a result of the loan,Cybersecurity Incident, we are subject to numerous legal proceedings and other inquiries and could be the validitysubject of the lien securing the loan, the loan’s compliance with any applicable criteria established by the purchaser, including underwriting guidelinesadditional proceedings and the existence of mortgage insurance, and the loan’s compliance with applicable federal, state and local laws. Each of these subsidiaries may be required to repurchase mortgage loans, or indemnify certain purchasers and others against losses they incur,inquiries in the event of certain breaches of these representations and warranties.future.
The substantial majority of our representation and warranty exposure has been resolved through litigation, and our remaining representation and warranty exposure is almost entirely litigation-related. Accordingly, we establish litigation reserves for representation and warranty losses that we consider to be both probable and reasonably estimable. The reserve process relies heavily on estimates, which are inherently uncertain, and requires the application of judgment. Our reserves and estimates of reasonably possible losses could be impacted by claims which may be brought by securitization trustees and sponsors, bond-insurers, investors, and GSEs, as well as claims brought by governmental agencies under the Financial Institutions Reform, Recovery and Enforcement Act (“FIRREA”), the False Claims Act or other federal or state statutes.
In February 2009, GreenPoint wasConsumer class actions. We were named as a defendant in approximately 75 putative consumer class action cases (primarily in U.S. courts with cases also in Canadian courts) alleging harm from the Cybersecurity Incident and seeking various remedies, including monetary and injunctive relief. The lawsuits allege breach of contract, negligence, violations of various privacy laws and a lawsuit commencedvariety of other legal causes of action. The U.S. consumer class actions have been consolidated for pretrial proceedings before a multi-district litigation (“MDL”) panel in the New York County SupremeU.S. District Court by U.S. Bank, N. A., Syncora Guarantee Inc.for the Eastern District of Virginia, Alexandria Division. In the third quarter of 2020, the MDL court denied in part and CIFG Assurance North America, Inc. (“U.S. Bank Litigation”). Plaintiffs alleged, among other things, that GreenPoint breached certain representationsgranted in part Capital One’s motion to dismiss and warranties in two contracts pursuantpermitted pretrial discovery to which GreenPoint sold approximately 30,000 mortgage loans having an aggregate original principal balancecontinue. In the fourth quarter of approximately $1.8 billion2021, the parties agreed to a purchaser that ultimately transferred most of these mortgage loans to a securitization trust. Somesettlement of the securities issued by the trust were insured by Syncora and CIFG. Plaintiffs sought unspecified damages and an order compelling GreenPoint to repurchase the entire portfolio of 30,000 mortgage loans based on alleged breaches of representations and warranties relating to a limited sampling of loans in the portfolio, or, alternatively, the repurchase of specific mortgage loans to which the alleged breaches of representations and warranties relate. GreenPoint resolved the U.S. Bank litigation with U.S. Bank, Syncora and CIFG (and its successor) for a total of $540 million in December 2017. Included in discontinued operations is a pre-tax charge of $169 million related to this settlement, which represents amounts above previously recognized reserves.

consumer
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

In May, June and July 2012,class action cases for $190 million, which was covered by the Federal Housing Finance Agency (“FHFA”) (acting as conservatorCompany's legal reserve for Freddie Mac) filed three summonses with noticethis matter. The parties are in the New York stateprocess of seeking the required court against GreenPoint, on behalfapproval of the trustees for three RMBS trusts backed by loans originated by GreenPoint with an aggregate original principal balance of $3.4 billion. In January 2013, the plaintiffs filed an amended consolidated complaintclass settlement.
Securities class action. The Company and certain officers have also been named as defendants in a putative class action pending in the nameMDL alleging violations of the three trusts, acting by the respective trustees, alleging breaches of contractual representationscertain federal securities laws in connection with statements and warranties regarding compliance with GreenPoint underwriting guidelinesalleged omissions in securities filings relating to certain loans (“FHFA Litigation”). Plaintiffs seek specific performanceour information security standards and practices. The complaint seeks certification of the repurchase obligations with respecta class of all persons who purchased or otherwise acquired Capital One securities from July 23, 2015 to the loans for which they have provided notice of alleged breachesJuly 29, 2019, as well as all other allegedly breaching loans, rescissoryunspecified monetary damages, indemnification, costs and interest. On March 29, 2017,other relief. The Company’s motion to dismiss the trial court granted GreenPoint’s motioncase is pending.
Governmental inquiries. We have received inquiries and requests for summary judgment and dismissed plaintiff’s claims as untimely. In May 2017, the plaintiff appealed the dismissalinformation relating to the Second Circuit.
Anti-Money Laundering
Capital One is being investigated by the New York District Attorney’s Office (“NYDA”),Cybersecurity Incident from Congress, federal regulators, relevant Canadian regulators, the Department of Justice, and the Financial Crimes Enforcement Network (“FinCEN”)offices of approximately fourteen state Attorneys General. We have cooperated with these offices and responded to their inquiries.
In August 2020, we entered into consent orders with the Federal Reserve and the Office of the U.S. Department of Treasury with respect to certain former check casher clientsComptroller of the Commercial Banking businessCurrency (“OCC”) resulting from regulatory reviews of the Cybersecurity Incident and Capital One’s anti-money laundering (“AML”) program. Capital One isrelating to ongoing enhancements of our cybersecurity and operational risk management processes. We paid an $80 million penalty to the U.S. Treasury as part of the OCC agreement. The Federal Reserve agreement did not contain a monetary penalty.
Taxi Medallion Finance Investigations
Beginning in 2019, we have received subpoenas from the New York Attorney General’s office and from the U.S. Attorney’s Office for the Southern District of New York, Civil and Criminal Divisions, relating to investigations of the taxi medallion finance industry we exited beginning in 2015. The subpoenas seek, among other things, information regarding our lending counterparties and practices. We are cooperating with all agencies involvedthese investigations.
U.K. PPI Litigation
In the U.K., we previously sold payment protection insurance (“PPI”). For several years leading up to the claims submission deadline of August 29, 2019 (as set by the U.K. Financial Conduct Authority), we received customer complaints and regulatory claims relating to PPI. COEP has materially resolved the PPI complaints and regulatory claims received prior to the deadline. Some of the claimants in the investigation.
In addition, Capital One is subjectU.K. PPI regulatory claims process have subsequently initiated legal proceedings, seeking additional redress. We are responding to an open consent order with the OCC dated July 10, 2015 concerning regulatory deficiencies in our AML program.these proceedings as we receive them.
Other Pending and Threatened Litigation
In addition, we are commonly subject to various pending and threatened legal actions relating to the conduct of our normal business activities. In the opinion of management, the ultimate aggregate liability, if any, arising out of all such other pending or threatened legal actions willis not expected to be material to our consolidated financial position or our results of operations.

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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 20—19—CAPITAL ONE FINANCIAL CORPORATION (PARENT COMPANY ONLY)
Financial Information
The following parent company only financial statements are prepared in accordance with Regulation S-X of the U.S. Securities and Exchange Commission (“SEC”).
Table 20.1:19.1: Parent Company Statements of Income
 Year Ended December 31, Year Ended December 31,
(Dollars in millions) 2017 2016 2015(Dollars in millions)202120202019
Interest income $178
 $120
 $120
Interest income$151 $186 $442 
Interest expense 381
 258
 185
Interest expense392 510 798 
Benefit for Credit LossesBenefit for Credit Losses(1)
Dividends from subsidiaries 300
 3,936
 450
Dividends from subsidiaries13,970 3,003 3,276 
Non-interest income (loss) 19
 (13) 10
Non-interest income (loss)(26)(127)(21)
Non-interest expense 34
 48
 178
Non-interest expense36 33 60 
Income before income taxes and equity in undistributed earnings of subsidiaries 82
 3,737
 217
Income before income taxes and equity in undistributed earnings of subsidiaries13,668 2,519 2,839 
Income tax provision (benefit) (103) (79) (67)
Income tax benefitIncome tax benefit(82)(93)(138)
Equity in undistributed earnings of subsidiaries 1,797
 (65) 3,766
Equity in undistributed earnings of subsidiaries(1,360)102 2,569 
Net income 1,982
 3,751
 4,050
Net income12,390 2,714 5,546 
Other comprehensive income (loss), net of tax 23
 (333) (186)Other comprehensive income (loss), net of tax(3,120)2,346 1,531 
Comprehensive income $2,005
 $3,418
 $3,864
Comprehensive income$9,270 $5,060 $7,077 
Table 20.2:19.2: Parent Company Balance Sheets
 December 31,
(Dollars in millions) 2017 2016(Dollars in millions)December 31, 2021December 31, 2020
Assets:    Assets:
Cash and cash equivalents $8,196
 $7,296
Cash and cash equivalents$16,910 $12,976 
Investments in subsidiaries 54,712
 48,297
Investments in subsidiaries57,600 62,066 
Loans to subsidiaries 548
 592
Loans to subsidiaries7,849 5,924 
Securities available for sale 907
 901
Securities available for sale513 622 
Other assets 729
 672
Other assets1,330 1,473 
Total assets $65,092
 $57,758
Total assets$84,202 $83,061 
    
Liabilities:    Liabilities:
Senior and subordinated notes $14,392
 $8,304
Senior and subordinated notes$23,017 $22,037 
Borrowings from subsidiaries 1,633
 1,610
Accrued expenses and other liabilities 337
 330
Accrued expenses and other liabilities156 820 
Total liabilities 16,362
 10,244
Total liabilities23,173 22,857 
Total stockholders’ equity 48,730
 47,514
Total stockholders’ equity61,029 60,204 
Total liabilities and stockholders’ equity $65,092
 $57,758
Total liabilities and stockholders’ equity$84,202 $83,061 
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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Table 20.3:19.3: Parent Company Statements of Cash Flows
 Year Ended December 31, Year Ended December 31,
(Dollars in millions) 2017 2016 2015(Dollars in millions)202120202019
Operating activities:      Operating activities:
Net income $1,982
 $3,751
 $4,050
Net income$12,390 $2,714 $5,546 
Adjustments to reconcile net income to net cash provided by operating activities:      
Adjustments to reconcile net income to net cash from operating activities:Adjustments to reconcile net income to net cash from operating activities:
Equity in undistributed earnings of subsidiaries (1,797) 65
 (3,766)Equity in undistributed earnings of subsidiaries1,360 (102)(2,569)
Other operating activities 327
 (10) (300)Other operating activities(4,523)1,217 216 
Net cash from operating activities 512
 3,806
 (16)Net cash from operating activities9,227 3,829 3,193 
Investing activities:      Investing activities:
Net payments (to) from subsidiaries (4,956) (163) (172)
Changes in investments in subsidiariesChanges in investments in subsidiaries3,521 (217)704 
Proceeds from paydowns and maturities of securities available for sale 130
 71
 65
Proceeds from paydowns and maturities of securities available for sale141 117 111 
Changes in loans to subsidiaries 44
 (71) 973
Changes in loans to subsidiaries(1,925)(2,019)(1,302)
Net cash from investing activities (4,782) (163) 866
Net cash from investing activities1,737 (2,119)(487)
Financing activities:      Financing activities:
Borrowings:      Borrowings:
Changes in borrowings from subsidiaries 23
 19
 18
Issuance of senior and subordinated notes 6,948
 1,487
 2,487
Issuance of senior and subordinated notes4,487 1,991 2,646 
Proceeds from paydowns and maturities of senior and subordinated notes (804) (1,750) (2,625)
Maturities and paydowns of senior and subordinated notesMaturities and paydowns of senior and subordinated notes(2,750)(2,900)(750)
Common stock:      Common stock:
Net proceeds from issuances 164
 131
 111
Net proceeds from issuances253 241 199 
Dividends paid (780) (812) (816)Dividends paid(1,148)(460)(753)
Preferred stock:      Preferred stock:
Net proceeds from issuances 0
 1,066
 1,472
Net proceeds from issuances2,052 1,330 1,462 
Dividends paid (265) (214) (158)Dividends paid(274)(280)(282)
RedemptionsRedemptions(2,100)(1,375)(1,000)
Purchases of treasury stock (240) (3,661) (2,441)Purchases of treasury stock(7,605)(393)(1,481)
Proceeds from share-based payment activities 124
 142
 85
Proceeds from share-based payment activities55 62 17 
Net cash from financing activities 5,170
 (3,592) (1,867)Net cash from financing activities(7,030)(1,784)58 
Changes in cash and cash equivalents 900
 51
 (1,017)Changes in cash and cash equivalents3,934 (74)2,764 
Cash and cash equivalents at beginning of year 7,296
 7,245
 8,262
Cash and cash equivalents at end of year $8,196
 $7,296
 $7,245
Cash and cash equivalents, beginning of the periodCash and cash equivalents, beginning of the period12,976 13,050 10,286 
Cash and cash equivalents, end of the periodCash and cash equivalents, end of the period$16,910 $12,976 $13,050 
Supplemental information:Supplemental information:
Non-cash impact from the dissolution of wholly-owned subsidiaryNon-cash impact from the dissolution of wholly-owned subsidiary
Decrease in investment in subsidiariesDecrease in investment in subsidiaries$0 $$1,508 
Decrease in borrowings from subsidiariesDecrease in borrowings from subsidiaries0 1,671 



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CAPITAL ONE FINANCIAL CORPORATION
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

NOTE 21—20—RELATED PARTY TRANSACTIONS
In the ordinary course of business, we may have loans issued to our executive officers, directors and principal stockholders. Pursuant to our policy, such loans are issued on the same terms as those prevailing at the time for comparable loans to unrelated persons and do not involve more than the normal risk of collectability.



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Item 9. Changes in and Disagreements with Accountants on Accounting and Financial Disclosure
None.
Item 9A. Controls and Procedures
Overview
We are required under applicable laws and regulations to maintain controls and procedures, which include disclosure controls and procedures as well as internal control over financial reporting, as further described below.
(a) Disclosure Controls and Procedures
Disclosure controls and procedures refer to controls and other procedures designed to provide reasonable assurance that information required to be disclosed in our financial reports is recorded, processed, summarized and reported within the time periods specified by the U.S. Securities and Exchange Commission (“SEC”)SEC rules and forms and that such information is accumulated and communicated to management, including our Chief Executive Officer and Chief Financial Officer, as appropriate, to allow timely decisions regarding our required disclosure. In designing and evaluating our disclosure controls and procedures, we recognize that any controls and procedures, no matter how well designed and operated, can provide only reasonable assurance of achieving the desired control objectives, and we must apply judgment in evaluating and implementing possible controls and procedures.
Evaluation of Disclosure Controls and Procedures
As required by Rule 13a-15 of the Securities Exchange Act of 1934 (the “Exchange(“Exchange Act”), our management, including the Chief Executive Officer and Chief Financial Officer, conducted an evaluation of the effectiveness of our disclosure controls and procedures (as that term is defined in Rules 13a-15(e) and 15d-15(e) of the Exchange Act) as of December 31, 2017,2021, the end of the period covered by this Annual Report on Form 10-K. Based upon that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that our disclosure controls and procedures were effective as of December 31, 2017,2021, at a reasonable level of assurance, in recording, processing, summarizing and reporting information required to be disclosed within the time periods specified by the SEC rules and forms.
(b) Changes in Internal Control Over Financial Reporting
We regularly review our disclosure controls and procedures and make changes intended to ensure the quality of our financial reporting. There have been no changes in internal control over financial reporting that occurred during the fourth quarter of 20172021 which have materially affected, or are reasonably likely to materially affect, the Company’s internal control over financial reporting.
(c) Management’s Report on Internal Control Over Financial Reporting
Management’s Report on Internal Control Over Financial Reporting is included in “Part II—Item 8. Financial Statements and Supplementary Data” and is incorporated herein by reference. The Report of Independent Registered Public Accounting Firm on Internal Control Over Financial Reporting also is included in “Part II—Item 8. Financial Statements and Supplementary Data” and incorporated herein by reference.
Item 9B.Other Information
None.

Item 9C. Disclosure Regarding Foreign Jurisdictions that Prevent Inspections
Not applicable.
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PART III
Item 10. Directors, Executive Officers and Corporate Governance
The information required by Item 10 will be included in our Proxy Statement for the 20182022 Annual Stockholder Meeting (“Proxy Statement”) under the headingsheading “Corporate Governance at Capital One” and “Section“Delinquent Section 16(a) Beneficial Ownership Reporting Compliance,Reports,” and is incorporated herein by reference. The Proxy Statement will be filed with the Securities and Exchange Commission pursuant to Regulation 14A within 120 days of the end of our 20172021 fiscal year.
Item 11. Executive Compensation
The information required by Item 11 will be included in the Proxy Statement under the headings “Director Compensation,” “Compensation Discussion and Analysis,” “Named Executive Officer Compensation,” “Compensation Committee Interlocks and Insider Participation”Compensation” and “Compensation Committee Report,” and is incorporated herein by reference.
Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters
The information required by Item 12 will be included in the Proxy Statement under the headings “Security Ownership” and “Equity Compensation Plans,” and is incorporated herein by reference.
Item 13. Certain Relationships and Related Transactions, and Director Independence
The information required by Item 13 will be included in the Proxy Statement under the headings “Related Person Transactions” and “Director Independence,” and is incorporated herein by reference.
Item 14. Principal Accountant Fees and Services
The information required by Item 14 will be included in the Proxy Statement under the heading “Ratification of Selection of Independent Auditors,Registered Public Accounting Firm,” and is incorporated herein by reference.

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PART IV
Item 15. Exhibits and Financial StatementsStatement Schedules
(a) Financial Statement Schedules
The following documents are filed as part of this Annual Report in Part II, Item 8 and are incorporated herein by reference.
(1)Management’s Report on Internal Control Over Financial Reporting
(1) Management’s Report on Internal Control Over Financial Reporting
Report of Independent Registered Public Accounting Firm on Internal Control Over Financial Reporting
Report of Independent Registered Public Accounting Firm on the Consolidated Financial Statements
Consolidated Financial Statements:
Consolidated Statements of Income for the years ended December 31, 2017, 20162021, 2020 and 2015     2019
Consolidated Statements of Comprehensive Income for the years ended December 31, 2017, 20162021, 2020 and 20152019
Consolidated Balance Sheets as of December 31, 20172021 and 20162020
Consolidated Statements of Changes in Stockholders’ Equity for the years ended December 31, 2017, 20162021, 2020 and 20152019
Consolidated Statements of Cash Flows for the years ended December 31, 2017, 20162021, 2020 and 20152019
Notes to Consolidated Financial Statements
(2)Schedules
(2) Schedules
None.
(b) Exhibits
An index to exhibits has been filed as part of this Report and is incorporated herein by reference.
Item 16. Form 10-K Summary
Not applicable.

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CAPITAL ONE FINANCIAL CORPORATION
ANNUAL REPORT ON FORM 10-K
DATED DECEMBER 31, 20172021
Commission File No. 1-13300001-13300
The following exhibits are incorporated by reference or filed herewith. References to (i) the “2002 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2002, filed on March 17, 2003; (ii) the “2003 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2003, filed on March 5, 2004; (iii) the “2004 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2004, filed on March 9, 2005; (iv) the “2010 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2010, filed on March 1, 2011, as amended on March 7, 2011; (v) the “2011 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2011, filed on February 28, 2012; (vi)(iv) the “2012 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2012, filed on February 28, 2013; (vii)(v) the “2013 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2013, filed on February 27, 2014; (viii)(vi) the “2014 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2014, filed on February 24, 2015; (ix)(vii) the “2015 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2015, filed on February 25, 2016; and (ix)(viii) the “2016 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2016, filed on February 23, 2017.
2017; (ix) the “2017 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2017, filed on February 21, 2018; (x) the “2018 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2018, filed on February 20, 2019; (xi) the “2019 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2019, filed on February 20, 2020; and (xii) the “2020 Form 10-K” are to the Company’s Annual Report on Form 10-K for the year ended December 31, 2020, filed on February 25, 2021.
Exhibit No.Description
3.1
3.2
3.3.1
3.3.2
3.3.3
3.3.4
3.23.3.5
3.3.13.3.6
3.3.24.1.1
3.3.3
3.3.4
3.3.5
3.3.6
3.3.7
4.1.1
4.1.2
4.1.3
4.2Pursuant to Item 601(b)(4)(iii)(A) of Regulation S-K, copies of instruments defining the rights of holders of long-term debt are not filed. The Company agrees to furnish a copy thereof to the SEC upon request.
10.1.14.3*
10.1.210.1.1+
10.1.310.1.2+
10.1.4*10.1.3+
10.2.1

10.1.4+
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Exhibit No.Description
10.2.2
10.2.310.1.5+
10.2.410.2.1+
10.2.5
10.2.6
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Restricted Stock Award Agreement granted to Stephen S. Crawford under the Second Amended and Restated 2004 Stock Incentive Plan on February 2, 2013 (incorporated by reference to Exhibit 10.2.18 of the 2012 Form 10-K).
10.2.810.2.2+
10.2.910.2.3+
10.2.10
10.2.11
10.2.1210.2.4+
10.2.13
10.2.14
10.2.1510.2.5+
10.2.16
10.2.17
10.2.18
10.2.19
10.2.2010.2.6+
10.2.21

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Exhibit No.Description
10.2.22*
10.2.23*10.2.7+
10.3.110.2.8+
10.2.9+
10.2.10+
10.2.11+
10.2.12+
10.2.13+*
10.2.14+*
10.2.15+*
10.3.1+
10.3.210.3.2+
10.3.3
10.3.410.3.3+
10.3.510.3.4+
10.3.6
10.4.110.3.5+
10.4.1+
10.4.210.4.2+
10.510.5+
10.6.110.6.1+
10.6.210.6.2+
10.7.1
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10.7.1+
10.7.210.7.2+
10.7.310.7.3+
10.8.110.8.1+
10.8.210.8.2+
10.8.310.8.3+
10.8.4
10.921*
12.1*
21*
23*
31.1*
31.2*
32.1**
32.2**
101.INS*101.INSXBRL Instance Document - the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL Document.
101.SCH*Inline XBRL Taxonomy Extension Schema Document.

101.CAL*
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Exhibit No.Description
101.CAL*Inline XBRL Taxonomy Extension Calculation Linkbase Document.
101.DEF*Inline XBRL Taxonomy Extension Definition Linkbase Document.
101.LAB*Inline XBRL Taxonomy Extension Label Linkbase Document.
101.PRE*Inline XBRL Taxonomy Extension Presentation Linkbase Document.
104The cover page of Capital One Financial Corporation’s Annual Report on Form 10-K for the year ended December 31, 2021, formatted in Inline XBRL (included within the Exhibit 101 attachments).
__________
*+Represents a management contract or compensatory plan or arrangement.
*Indicates a document being filed with this Form 10-K.
**Indicates a document being furnished with this Form 10-K. Information in this Form 10-K furnished herewith shall not be deemed to be “filed” for the purposes of Section 18 of the Securities Exchange Act of 1934 Act or otherwise subject to the liabilities of that section.Section. Such exhibit shall not be deemed incorporated by reference into any filing under the Securities Act of 1933 or the Securities Exchange Act of 1934.

229222Capital One Financial Corporation (COF)


SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.
CAPITAL ONE FINANCIAL CORPORATION
Date: February 21, 201825, 2022By:/s/ RICHARD D. FAIRBANK
Richard D. Fairbank
Chair and Chief Executive Officer
SignatureTitleDate
/s/ RICHARD D. FAIRBANKChair and PresidentChief Executive OfficerFebruary 25, 2022
Richard D. Fairbank(Principal Executive Officer)
SignatureTitleDate
/s/ RICHARD D. FAIRBANKANDREW M. YOUNGChair, Chief Executive Officer and PresidentFebruary 21, 2018
Richard D. Fairbank(Principal Executive Officer)
/s/ R. SCOTT BLACKLEYChief Financial OfficerFebruary 21, 201825, 2022
R. Scott BlackleyAndrew M. Young(Principal Financial Officer)
/s/ TIMOTHY P. GOLDENControllerFebruary 21, 201825, 2022
Timothy P. Golden(Principal Accounting Officer)
/s/ IME ARCHIBONGDirectorFebruary 25, 2022
Ime Archibong
/s/ CHRISTINE DETRICKDirectorFebruary 25, 2022
Christine Detrick
/s/ ANN FRITZ HACKETTDirectorFebruary 21, 201825, 2022
Ann Fritz Hackett
/s/ LEWIS HAY, IIIDirectorFebruary 21, 2018
Lewis Hay, III
/s/ BENJAMIN P. JENKINS, IIIDirectorFebruary 21, 2018
Benjamin P. Jenkins, III
/s/ PETER THOMAS KILLALEADirectorFebruary 21, 201825, 2022
Peter Thomas Killalea
/s/ PIERRE E. LEROYC.P.A.J. (ELI) LEENAARSDirectorFebruary 21, 201825, 2022
Pierre E. LeroyC.P.A.J. (Eli) Leenaars
/s/ FRANÇOIS LOCOH-DONOUDirectorFebruary 25, 2022
François Locoh-Donou
/s/ PETER E. RASKINDDirectorFebruary 21, 201825, 2022
Peter E. Raskind
/s/ EILEEN SERRADirectorFebruary 25, 2022
Eileen Serra
/s/ MAYO A. SHATTUCK IIIDirectorFebruary 21, 201825, 2022
Mayo A. Shattuck III
/s/ BRADFORD H. WARNERDirectorFebruary 21, 201825, 2022
Bradford H. Warner
/s/CATHERINE G. WESTDirectorFebruary 21, 201825, 2022
Catherine G. West
/s/ CRAIG WILLIAMSDirectorFebruary 25, 2022
Craig Williams

230223Capital One Financial Corporation (COF)