UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K

Annual Report Pursuant to Section 13 or 15(d) of
The Securities Exchange Act of 1934
For the Fiscal Year Ended December 31, 20162019
Commission File Number: 0-12507
ARROW FINANCIAL CORPORATION

(Exact name of registrant as specified in its charter)
New York 22-2448962
(State or other jurisdiction of incorporation or organization) (I.R.S. Employer Identification No.)
250 GLEN STREET, GLENS FALLS, NEW YORK 12801
(Address of principal executive offices)   (Zip Code)
Registrant’s telephone number, including area code:   (518) 745-1000
SECURITIES REGISTERED PURSUANT TO SECTION 12(b) OF THE ACT: NONE
Title of Each ClassTrading SymbolName of Each Exchange on Which Registered
Common Stock, Par Value $1.00 per share

AROW
NASDAQ Global Select Market

SECURITIES REGISTERED PURSUANT TO SECTION 12(g) OF THE ACT:
Common Stock, Par Value $1.00
(Title of Class)
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.   Yes      x 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      x  No
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
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         No
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K (§ 229.405 of this chapter) is not contained herein, and will not be contained, to the best of 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. x
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a smaller reporting company. See the definitions of “large accelerated filer,” “accelerated filer” and “smaller reporting company” in Rule 12b-2 of the Exchange Act.
Large accelerated filer
Accelerated filer
X
Accelerated filer   x 
Non-accelerated filer
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.  Yes      No
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).  Yes       x  No
State the aggregate market value of the voting and non-voting common equity held by non-affiliates computed by reference to the price at which the common equity was last sold, or the average bid and asked price of such common equity, as of the last business day of the registrant’s most recently completed second fiscal quarter:    $393,513,749$502,734,584
Indicate the number of shares outstanding of each of the registrant’s classes of common stock, as of the latest practicable date.
Class Outstanding as of February 28, 201727, 2020
Common Stock, par value $1.00 per share 13,510,69815,014,587

DOCUMENTS INCORPORATED BY REFERENCE

Portions of the Registrant’s Proxy Statement for the Annual Meeting of Stockholders to be held May 3, 20176, 2020 (Part III).


ARROW FINANCIAL CORPORATION
FORM 10-K
TABLE OF CONTENTS
 Page
Note on Terminology3
The Company and Its Subsidiaries3
Forward-Looking Statements3
Use of Non-GAAP Financial Measures4
PART I 






PART II 








PART III 





PART IV 






*These items are incorporated by reference to the CorporationsCorporation’s Proxy Statement for the Annual Meeting of Stockholders to be held May 3, 2017.6, 2020.



NOTE ON TERMINOLOGY
In this Annual Report on Form 10-K, the terms Arrow,“Arrow,the “the registrant,the company, “the Company,we, “we,us, “us, and our“our, generally refer to Arrow Financial Corporation and subsidiaries as a group, except where the context indicates otherwise.  At certain points in this Report, our performance is compared with that of our peer group“peer group” of financial institutions.  Unless otherwise specifically stated, this peer group is comprised of the group of 325142 domestic (U.S.-based) bank holding companies with $1$3 to $3$10 billion in total consolidated assets as identified in the Federal Reserve BoardsBoard’s most recent Bank“Bank Holding Company Performance ReportReport” (which is the Performance Report for the most recently available period ending September 30, 2016)2019), and peer group data has been derived from such Report.  This peer group is not, however, identical to either of the peer groups comprising the two bank indices included in the stock performance graphs on pages 1921 and 2022 of this Report.


THE COMPANY AND ITS SUBSIDIARIES
Arrow is a two-bank holding company headquartered in Glens Falls, New York.  OurThe banking subsidiaries are Glens Falls National Bank and Trust Company (Glens Falls National)National/GFNB) whose main office is located in Glens Falls, New York, and Saratoga National Bank and Trust Company (Saratoga National)National/SNB) whose main office is located in Saratoga Springs, New York.  Active subsidiaries of Glens Falls National include Capital Financial Group, Inc.Upstate Agency, LLC (an insurance agency specializingthat sells property and casualty insurance and also specializes in selling and servicing group health care policies and life insurance), Upstate Agency, LLC (a property and casualty insurance agency), Glens Falls National Insurance Agencies, LLC (a property and casualty insurance agency - currently doing business under the name of McPhillips Insurance Agency), North Country Investment Advisers, Inc. (a registered investment adviser that provides investment advice to ourArrow's proprietary mutual funds) and Arrow Properties, Inc. (a real estate investment trust, or REIT). Our holding companyArrow also owns directly two subsidiary business trusts, organized in 2003 and 2004 to issue trust preferred securities (TRUPs), which are still outstanding.


FORWARD-LOOKING STATEMENTS
    The information contained in this Annual Report on Form 10-K contains statements that are not historical in nature but rather are based on our beliefs, assumptions, expectations, estimates and projections about the future.  These statements are forward-looking statements“forward-looking statements” within the meaning of Section 21E of the Securities Exchange Act of 1934, as amended (the "Exchange Act"), and involve a degree of uncertainty and attendant risk.  Words such as expects,“expects,believes, “believes,anticipates, “anticipates,estimates “estimates” and variations of such words and similar expressions often identify such forward-looking statements.  Some of these statements, such as those included in the interest rate sensitivity analysis in Item 7A of this Report, entitled Quantitative“Quantitative and Qualitative Disclosures About Market Risk, are merely presentations of what future performance or changes in future performance would look like based on hypothetical assumptions and on simulation models.  Other forward-looking statements are based on our general perceptions of market conditions and trends in activity, both locally and nationally, as well as current management strategies for future operations and development.

Forward-looking statements in this Report include the following:
TopicSectionPageLocation
Dividend CapacityPart I, Item 1.C.8First paragraph under "Dividend Restrictions; Other Regulatory Sanctions"
Part II, Item 7.E.48First paragraph under "Dividends"
Impact of Legislative DevelopmentsPart I, Item 1.D.10Last paragraph in Section D
Part II, Item 7.A.11Paragraph in "Health Care Reform"
Visa StockPart II, Item 7.A.28Paragraph under "Visa Class B Common Stock"
Impact of Changing Interest Rates on EarningsPart II, Item 7.C.II.a.41Last paragraph under “Automobile Loans”
Part II, Item 7.C.II.a.40Last two paragraphs
Part II, Item 7A.52Last four paragraphs
Adequacy of the Allowance for Loan
   Losses
Part II, Item 7.B.II.33
First paragraph under II. Provision For Loan Losses and Allowance For Loan Losses
Noninterest IncomePart II, Item 7.C.III34Paragraphs four and five under "2016 Compared to 2015"
Expected Level of Real Estate LoansPart II,   Item 7.C.II.a.40
Paragraphs under Residential Real Estate Loans
Expected Level of Commercial LoansPart II,   Item 7.C.II.a.41Paragraphs under “Commercial, Commercial Real Estate and Construction and Land Development Loans”
Expected Level of Nonperforming
   Assets
Part II,   Item 7.C.II.c.43Last two paragraphs under "Potential Problem Loans"
LiquidityPart II, Item 7.D.47Last two paragraphs under "Liquidity"
Commitments to Extend CreditPart II, Item 881Last two paragraphs in Note 8
Pension plan return on assetsPart II, Item 896Second to last paragraph in Note 13
Realization of recognized net
   deferred tax assets
Part II, Item 897Second to last paragraph in Note 15


These forward-looking statements may not be exhaustive, are not guarantees of future performance and involve certain risks and uncertainties that are difficult to quantify or, in some cases, to identify.  You should not place undue reliance on any such forward-looking statements. In the case of all forward-looking statements, actual outcomes and results may differ materially from what the statements predict or forecast.  Factors that could cause or contribute to such differences include, but are not limited to:  
a.rapid and dramatic changes in economic and market conditions, such as the U.S. economy experienced during the financial crisis of 2008-2010;
b.rapid and dramatic changes in economic and market conditions;
sharp fluctuations in interest rates, economic activity, or consumer spending patterns;
c.sudden changes in the market for products we provide,the Company provides, such as real estate loans;
d.significant changes in banking or other laws and regulations, including both enactment of new legal or regulatory measures (e.g., the Dodd-Frank Act) or the modification or elimination of pre-existing measures
e.significant changes in U.S. monetary or fiscal policy, including new or revised monetary programs or targets adopted or announced by the Federal Reserve ("monetary tightening or easing") or significant new federal legislation materially affecting the federal budget ("fiscal tightening or expansion");
f.enhanced competition from unforeseen sources (e.g., so-called Fintech enterprises); and
g.similar uncertainties inherent in banking operations or business generally, including technological developments and changes.

We aresignificant changes in banking or other laws and regulations, including both enactment of new legal or regulatory measures (e.g., the Economic Growth, Regulatory Relief, and Consumer Protection Act ("Economic Growth Act"), the Tax Cuts and Jobs Act of 2017 ("Tax Act") and the Dodd-Frank Wall Street Reform and Consumer Protection Act ("Dodd-Frank")) or the modification or elimination of pre-existing measures;
significant changes in U.S. monetary or fiscal policy, including new or revised monetary programs or targets adopted or announced by the Federal Reserve ("monetary tightening or easing") or significant new federal legislation materially affecting the federal budget ("fiscal tightening or expansion");
competition from other sources (e.g., non-bank entities);
similar uncertainties inherent in banking operations or business generally, including technological developments and changes; and
other risks detailed from time to time within our filings with the Securities and Exchange Commission ("SEC").
The Company is under no duty to update any of the forward-looking statements after the date of this Annual Report on Form 10-K to conform such statements to actual results. All forward-looking statements, express or implied, included in this reportReport and the documents we incorporateincorporated by reference and that are attributable to the Company are expressly qualified in their entirety by this cautionary statement. This cautionary statement should also be considered in connection with any subsequent written or oral forward-looking statements that the Company or any persons acting on our behalf may issue.



USE OF NON-GAAP FINANCIAL MEASURES
The Securities and Exchange Commission (SEC)SEC has adopted Regulation G, which applies to all public disclosures, including earnings releases, made by registered companies that contain non-GAAP“non-GAAP financial measures.  GAAP is generally accepted accounting principles in the United States of America.  Under Regulation G, companies making public disclosures containing non-GAAP financial measures must also disclose, along with each non-GAAP financial measure, certain additional information, including a reconciliation of the non-GAAP financial measure to the closest comparable GAAP financial measure and a statement of the CompanysCompany’s reasons for utilizing the non-GAAP financial measure as part of its financial disclosures.  The SEC has exempted from the definition of non-GAAP“non-GAAP financial measuresmeasures” certain commonly used financial measures that are not based on GAAP.  When these exempted measures are included in public disclosures, supplemental information is not required.  The following measures used in this Report, which are commonly utilized by financial institutions, have not been specifically exempted by the SEC and may constitute "non-GAAP financial measures" within the meaning of the SEC's new rules, although we arethe Company is unable to state with certainty that the SEC would so regard them.

Tax-Equivalent Net Interest Income and Net Interest Margin: Net interest income, as a component of the tabular presentation by financial institutions of Selected Financial Information regarding their recently completed operations, as well as disclosures based on that tabular presentation, is commonly presented on a tax-equivalent basis.  That is, to the extent that some component of the institution's net interest income, which is presented on a before-tax basis, is exempt from taxation (e.g., is received by the institution as a result of its holdings of state or municipal obligations), an amount equal to the tax benefit derived from that component is added to the actual before-tax net interest income total.  This adjustment is considered helpful in comparing one financial institution's net interest income to that of another institution or in analyzing any institutionsinstitution’s net interest income trend line over time, to correct any analytical distortion that might otherwise arise from the fact that financial institutions vary widely in the proportions of their portfolios that are invested in tax-exempt securities, and from the fact that even a single institution may significantly alter over time the proportion of its own portfolio that is invested in tax-exempt obligations.  Moreover, net interest income is itself a component of a second financial measure commonly used by financial institutions, net interest margin, which is the ratio of net interest income to average earning assets.  For purposes of this measure as well, tax-equivalent net interest income is generally used by financial institutions, again to provide a better basis of comparison from institution to institution and to better demonstrate a single institutionsinstitution’s performance over time. We followThe Company follows these practices.

The Efficiency Ratio: Financial institutions often use an "efficiency ratio" as a measure of expense control.  The efficiency ratio typically is defined as the ratio of noninterest expense to net interest income and noninterest income.  Net interest income as utilized in calculating the efficiency ratio is typically the same as the net interest income presented in Selected Financial Information table discussed in the preceding paragraph, i.e., it is expressed on a tax-equivalent basis.  Moreover, many financial institutions, in calculating the efficiency ratio, also adjust both noninterest expense and noninterest income to exclude from these items (as calculated under GAAP) certain recurring component elements of income and expense, such as intangible asset amortization (which is included in noninterest expense under GAAP but may not be included therein for purposes of calculating the efficiency ratio) and securities gains or losses (which are reflected in the calculation of noninterest income under GAAP but may be ignored for purposes of calculating the efficiency ratio).  We makeThe Company makes these adjustments.

Tangible Book Value per Share:  Tangible equity is total stockholdersstockholders’ equity less intangible assets.  Tangible book value per share is tangible equity divided by total shares issued and outstanding.  Tangible book value per share is often regarded as a more meaningful comparative ratio than book value per share as calculated under GAAP, that is, total stockholdersstockholders’ equity including intangible assets divided by total shares issued and outstanding.  Intangible assets includesinclude many items, but in our case, essentially represents goodwill.



Adjustments for Certain Items of Income or Expense: In addition to our regular utilization in our public filings and disclosures of the various non-GAAP measures commonly utilized by financial institutions discussed above, we also may elect from time to time, in connection with our presentation of various financial measures prepared in accordance with GAAP, such as net income, earnings per share (i.e., EPS), return on average assets (i.e., ROA), and return on average equity (i.e., ROE), to provide as well certain comparative disclosures that adjust these GAAP financial measures, typically by removing therefrom the impact of certain transactions or other material items of income or expense that are unusual or unlikely to be repeated.  We doThe Company does so only if we believeit believes that inclusion of the resulting non-GAAP financial measures may improve the average investor's understanding of ourArrow's results of operations by separating out items that have a disproportional positive or negative impact on the particular period in question or by otherwise permitting a better comparison from period-to-period in ourthe results of operations with respect to ourthe Company's fundamental lines of business, including the commercial banking business.
We believe
The Company believes that the non-GAAP financial measures disclosed by us from time-to-time are useful in evaluating ourArrow's performance and that such information should be considered as supplemental in nature, and not as a substitute for or superior to, the related financial information prepared in accordance with GAAP.  OurArrow's non-GAAP financial measures may differ from similar measures presented by other companies.



PART I
Item 1. Business

A. GENERAL
OurThe holding company, Arrow Financial Corporation, a New York corporation, was incorporated on March 21, 1983 and is registered as a bank holding company within the meaning of the Bank Holding Company Act of 1956.  Arrow owns two nationally- chartered banks in New York (Glens Falls National and Saratoga National), and through such banks indirectly owns various non-bank subsidiaries, including threean insurance agencies,agency, a registered investment adviser and a REIT. See "The Company and Its Subsidiaries," above.
Subsidiary Banks (dollars in thousands)
      
Glens Falls National Saratoga NationalGlens Falls National Saratoga National
Total Assets at Year-End$2,158,385
 $443,258
$2,564,325
 $642,968
Trust Assets Under Administration and
Investment Management at Year-End
(Not Included in Total Assets)
$1,217,312
 $84,096
$1,441,238
 $102,415
Date Organized1851
 1988
1851
 1988
Employees (full-time equivalent)473
 51
466
 54
Offices30
 9
29
 11
Counties of Operation
Warren, Washington,
Saratoga, Essex &
Clinton
 
 Saratoga, Albany &
Rensselaer
Warren, Washington,
Saratoga, Essex &
Clinton
 
 Saratoga, Albany,
Rensselaer, & Schenectady
Main Office
250 Glen Street
Glens Falls, NY
 
171 So. Broadway
Saratoga Springs, NY
250 Glen Street
Glens Falls, NY
 
171 So. Broadway
Saratoga Springs, NY

The holding companyscompany’s business consists primarily of the ownership, supervision and control of ourArrow's two banks, including the banks' subsidiaries.  The holding company provides various advisory and administrative services and coordinates the general policies and operation of the banks. There were 524520 full-time equivalent employees, including 6251 employees within ourArrow's insurance agency affiliates,affiliate, at December 31, 2016.2019.
We offerThe Company offers a broad range of commercial and consumer banking and financial products.  OurThe deposit base consists of deposits derived principally from the communities we serve.  We target ourserved.  The Company targets lending activities to consumers and smallsmall- and mid-sized companies in our immediateArrow's regional geographic areas.area. In addition, through an indirect lending program the Company acquires consumer loans from an extensive network of automobile dealers that operate in a larger area of upstate New York, and in central and southern Vermont. Through ourthe banks' trust operations, we providethe Company provides retirement planning, trust and estate administration services for individuals, and pension, profit-sharing and employee benefit plan administration for corporations.

B. LENDING ACTIVITIES
Arrow engages in a wide range of lending activities, including commercial and industrial lending primarily to small and mid-sized companies; mortgage lending for residential and commercial properties; and consumer installment and home equity financing. We also maintain anAn active indirect lending program is maintained through ourArrow's sponsorship of automobile dealer programs under which we purchase dealer paper,consumer auto loans, primarily from dealers that meet pre-established specifications.specifications are purchased.  From time to time, we sell a portion of ourthe residential real estate loan originations are sold into the secondary market, primarily to the Federal Home Loan Mortgage Corporation ("Freddie Mac") and other governmental agencies. Normally, we retainthe Company retains the servicing rights on mortgage loans originated and sold by us into the secondary markets, subject to our periodic determinations on the continuing profitability of such activity.  
Generally, we continueArrow continues to implement lending strategies and policies that are intended to protect the quality of the loan portfolio, including strong underwriting and collateral control procedures and credit review systems. Loans are placed on nonaccrual status either due to the delinquency status of principal and/or interest or a judgment by management that the full repayment of principal and interest is unlikely. Home equity lines of credit, secured by real property, are systematically placed on nonaccrual status when 120 days past due, and residential real estate loans are placed on nonaccrual status when 150 days past due. Commercial and commercial real estate loans are evaluated on a loan-by-loan basis and are placed on nonaccrual status when 90 days past due if the full collection of principal and interest is uncertain. (See Part II, Item 7.C.II.c. "Risk Elements.") Subsequent cash payments on loans classified as nonaccrual may be applied allentirely to principal, although income in some cases may be recognized on a cash basis.
We lendArrow lends almost exclusively to borrowers within ourthe normal retail service area in northeastern New York State, with the exception of ourthe indirect consumer lending line of business, where we acquireArrow acquires retail paper from an extensive network of automobile dealers


that operate in a larger area of upstate New York and in central and southern Vermont. The loan portfolio does not include any foreign loans or any other significant risk concentrations.  We doArrow does not generally participate in loan syndications, either as originator or as a participant.  However, from time to time, we buythe Company buys participations in individual loans, typically commercial loans, originated by other financial institutions in New York and adjacent states. In recent periods, the total dollar amount of such participations has fluctuated, but generally represents less than 20% of commercial loans outstanding. Most of the portfolio is fully collateralized, and many commercial loans are further supported by personal guarantees.
We doArrow does not engage in subprime mortgage lending as a business line and we dodoes not extend or purchase so-called "Alt A," "negative amortization," "option ARM's"ARM's" or "negative equity" mortgage loans.  




C. SUPERVISION AND REGULATION
The following generally describes the laws and regulations to which we areArrow is subject.  Bank holding companies, banks and their affiliates are extensively regulated under both federal and state law.  To the extent that the following information summarizes statutory or regulatory law, it is qualified in its entirety by reference to the particular provisions of the various statutes and regulations.  Any change in applicable law may have a material effect on our business operations, customers, prospects and investors.

Bank Regulatory Authorities with Jurisdiction over Arrow and its Subsidiary Banks

Arrow is a registered bank holding company within the meaning of the Bank Holding Company Act of 1956 ("BHC Act") and as such is subject to regulation by the Board of Governors of the Federal Reserve System ("FRB").  As a "bank holding company" under New York State law, Arrow is also subject to regulation by the New York State Department of Financial Services.  OurArrow's two subsidiary banks are both national banks and are subject to supervision and examination by the Office of the Comptroller of the Currency ("OCC"). The banks are members of the Federal Reserve System and the deposits of each bank are insured by the Deposit Insurance Fund of the Federal Deposit Insurance Corporation ("FDIC").  The BHC Act generally prohibits Arrow from engaging, directly or indirectly, in activities other than banking, activities closely related to banking, and certain other financial activities.  Under the BHC Act, a bank holding company generally must obtain FRB approval before acquiring, directly or indirectly, voting shares of another bank or bank holding company, if after the acquisition the acquiror would own 5 percent or more of a class of the voting shares of that other bank or bank holding company.  Bank holding companies are able to acquire banks or other bank holding companies located in all 50 states, subject to certain limitations.  Bank holding companies that meet certain qualifications may choose to apply to the Federal Reserve BoardFRB for designation as "financial holding companies." If they obtain such designation, they will thereafter be eligible to acquire or otherwise affiliate with a much broader array of other financial institutions than "bank holding companies" are eligible to acquire or affiliate with, including insurance companies, investment banks and merchant banks. Arrow has not attempted to become, and has not been designated as, a financial holding company.  See Item 1.D., "Recent Legislative Developments."

The FRB and the OCC have broad regulatory, examination and enforcement authority. The FRB and the OCC conduct regular examinations of the entities they regulate. In addition, banking organizations are subject to requirements for periodic reporting requirements to the regulatory authorities.  The FRB and OCC have the authority to implement various remedies if they determine that the financial condition, capital, asset quality, management, earnings, liquidity or other aspects of a banking organization's operations are unsatisfactory or if they determine the banking organization is violating or has violated any law or regulation. The authority of the FRB and the OCCfederal bank regulators over banking organizations includes, but is not limited to, prohibiting unsafe or unsound practices; requiring affirmative action to correct a violation or unsafe or unsound practice; issuing administrative orders; requiring the organization to increase capital; requiring the organization to sell subsidiaries or other assets; restricting dividends, distributions and repurchases of the organization's stock; restricting the growth of the organization; assessing civil money penalties; removing officers and directors; and terminating deposit insurance. The FDIC may terminate a depository institution's deposit insurance upon a finding that the institution's financial condition is unsafe or unsound or that the institution has engaged in unsafe or unsound practices for certain other reasons.

Regulatory Supervision of Other Arrow Subsidiaries

The insurance agency subsidiariessubsidiary of Glens Falls National areis subject to the licensing and other provisions of New York State Insurance Law and areis regulated by the New York State Department of Financial Services. Arrow's investment adviser subsidiary is subject to the licensing and other provisions of the federal Investment Advisers Act of 1940 and is regulated by the Securities and Exchange Commission (SEC).SEC.
  
Regulation of Transactions between Banks and their Affiliates

Transactions between banks and their "affiliates" are regulated by Sections 23A and 23B of the Federal Reserve Act (FRA). Each of our organization'sArrow's non-bank subsidiaries (other than the business trusts we formed to issue ourthe TRUPs) is a subsidiary of one of ourthe subsidiary banks, and also is an "operating subsidiary" under Sections 23A and 23B. This means the non-bank subsidiary is considered to be part of the bank that owns it and thus is not an affiliate of thethat bank for purposes of Section 23A and 23B. However, each of ourthe two banks is an affiliate of the other bank, under Section 23A, and ourArrow, the holding company, (Arrow) is also an affiliate of each bank.bank under both Sections 23A and 23B. Extensions of credit that a bank may make to affiliates, or to third parties secured by securities or obligations of the affiliates, are substantially limited by the FRA and the Federal Deposit Insurance Act (FDIA). Such acts further restrict the range of permissible transactions between a bank and any affiliate, including a bank affiliate. Furthermore, under the FRA, a bank may engage in certain transactions, including loans and purchases of assets, with a non-bank affiliate, only if certain special conditions, including collateral requirements


for loans, are met and if the other terms and conditions of the transaction, including interest rates and credit standards, are substantially the same as, or at least as favorable to the bank as, those prevailing at the time for comparable transactions by the bank with non-affiliated companies or, in the absence of comparable transactions, on terms and conditions that would be offered by the bank to non-affiliated companies.
 
Regulatory Capital Standards

An important area of banking regulation is the federal banking system's promulgation and enforcement of minimum capitalization standards for banks and bank holding companies.  
Bank Capital Rules. The Dodd-Frank Act, among other things, directed U.S. bank regulators to promulgate revised capital standards for U.S. banking organizations, which needed be at least as strict (i.e., must establish minimum capital levels that are at least as high) as the regulatory capital standards that were in effect for U.S. insured depository financial institutions at the time Dodd-Frank was enacted in 2010.
In July 2013, federal bank regulators, including the FRB and the OCC, approved their revised bank capital rules aimed at implementing these Dodd-Frank capital requirements.requirements pursuant to Dodd-Frank. These rules were also intended to coordinate U.S. bank capital standards with the currentthen-current drafts of the Basel III proposed bank capital standards for all of the developed world's banking organizations. The federal regulators' revised capital rules (the "Capital Rules"), which impose significantly higher minimum capital ratios on U.S. financial institutions than the rules they replaced, became effective for our holding companyArrow and its subsidiary banks on January 1, 2015, and will bewere fully phased in by the end of 2019.
The revised

These Capital Rules like the rules they replaced, consist of two basic types of capital measures, a leverage ratio and set of risk-based capital measures. Within these two broad types of rules, however, significant changes were made in the revised Capital Rules, as discussed below.as follows.
Leverage RuleRatio. The revised Capital Rules did not fundamentally alter the structure of the leverage rule that previously applied to banks and bank holding companies, except to increaseincreased the minimum required leverage ratio from 3.0% to 4.0%. The leverage ratio continues to be defined as the ratio of the institution's "Tier 1" capital (as defined under the new leverage rule) to total tangible assets (again, as defined under the revised leverage rule).
Risk-Based Capital Measures. The principal changes under the revised Capital Rules involve the other basic type of regulatory capital measures, the so-called risk-based capital measures. As a general matter,Current risk-based capital measures assign various risk weightings to all of the institution's assets, by asset type, and to certain off-balanceoff balance sheet items, and then establish minimum levels of capital to the aggregate dollar amount of such risk-weighted assets. The general effect of the revised risk-based Capital Rules was to increase most of the pre-existing risk-based minimum capital ratios and to introduce several new minimum capital ratios and capital definitions. The basic result was to increase required capital for banks and their holding companies.
Under the revised risk-based Capital Rules, there are 8 major risk-weighted categories of assets (although there are several additional super-weighted categories for high-risk assets that are generally not held by community banking organizations like ours)Arrow's). The revised rules also are more restrictive in their definitions of what qualify as capital components. Most importantly, the revised rules, as required under Dodd-Frank, added several risk-based capital measures that also must be met. One suchCapital Rules include a measure iscalled the "common equity tier 1 capital ratio" (CET1). For this ratio, only common equity (basically, common stock plus surplus plus retained earnings) qualifies as capital (i.e., CET1). Preferred stock and trust preferred securities, which qualified as Tier 1 capital under the old Tier 1 risk-based capital measure (and continue to qualify as capital under the revised Tier 1 risk-based capital measure), are not included in CET1 capital. Technically, under the revisedthese rules, CET1 capital also includes most elements of accumulated other comprehensive income (AOCI), including unrealized securities gains and losses, as part of both total regulatory capital (numerator) and total assets (denominator). However, smaller banking organizations like oursArrow's were given the opportunity to make a one-time irrevocable election to include or not to include certain elements of AOCI, most notably unrealized securities gains or losses. WeArrow made such an election, i.e., not to include unrealized securities gains and losses in calculating ourthe CET1 ratio under the revised Capital Rules. The minimum CET1 ratio under the revisedthese rules, effective January 1, 2015, is 4.50%, which will remainremained constant throughout the phase-in period.
Consistent with the general theme of higher capital levels, the revised Capital Rules also increased the minimum ratio for Tier 1 risk-based capital which wasfrom 4.0%, to 6.0%, effective January 1, 2015. The minimum level for total risk-based capital under the revised Capital Rules remained at 8.0%, the same level as under the old rules..
The revised Capital Rules incorporate a capital concept, the so-called "capital conservation buffer" (set at 2.5%, after full phase-in), which must be added to each of the minimum required risk-based capital ratios (i.e., the minimum CET1 ratio, the minimum Tier 1 risk-based capital ratio and the minimum total risk-based capital ratio). The capital conservation buffer is beingwas phased-in over four years beginning January 1, 2016 (see the table below). When, during economic downturns, an institution's capital begins to erode, the first deductions from a regulatory perspective would be taken against the conservation buffer. To the extent that such deductions should erode the buffer below the required level (2.5% of total risk-based assets)assets after full phase-in), the institution will not necessarily be required to replace the buffer deficit immediately, but will face restrictions on paying dividends and other negative consequences until the buffer is fully replenished.
Also under the revised Capital Rules, and as required under Dodd-Frank, TRUPs issued by small- to medium-sized banking organizations (such as ours)Arrow) that were outstanding on the Dodd-Frank grandfathering date for TRUPS (May 19, 2010) will continue to qualify as tier 1 capital, up to a limit of 25% of tier 1 capital, until the TRUPs mature or are redeemed.redeemed, subject to certain limitations. See the discussion of grandfathered TRUPs in section DSection E ("CAPITAL RESOURCES AND DIVIDENDS") of this item under "The Dodd-Frank Act."


Item 7.

The following is a summary of the revised definitions of capital under the various new risk-based measures in the revised Capital Rules:

Common Equity Tier 1 Capital (CET1): Equals the sum of common stock instruments and related surplus (net of treasury stock), retained earnings, accumulated other comprehensive income (AOCI), and qualifying minority interests, minus applicable regulatory adjustments and deductions. Such deductions will include AOCI, if the organization has exercised its irrevocable option not to include AOCI in capital (we(Arrow made such an election). Mortgage-servicing assets, deferred tax assets, and investments in financial institutions are limited to 15 percent15% of CET1 in the aggregate and 10 percent10% of CET1 for each such item individually.
Additional Tier 1 Capital: Equals the sum of noncumulative perpetual preferred stock, tier 1 minority interests, grandfathered TRUPs, and Troubled Asset Relief Program instruments, minus applicable regulatory adjustments and deductions.
Tier 2 Capital: Equals the sum of subordinated debt and preferred stock, total capital minority interests not included in Tier 1, and allowance for loan and lease losses (not exceeding 1.25 percent1.25% of risk-weighted assets) minus applicable regulatory adjustments and deductions.

The following table presents the transition scheduleCapital Rules applicable to our holding companyArrow and banks under the revised Capital Rules:its subsidiary banks:
Year, as of January 12016201720182019
Minimum CET1 Ratio4.500%4.500%4.500%4.500%
Capital Conservation Buffer ("Buffer")0.625%1.250%1.875%2.500%
Minimum CET1 Ratio Plus Buffer5.125%5.750%6.375%7.000%
Minimum Tier 1 Risk-Based Capital Ratio6.000%6.000%6.000%6.000%
Minimum Tier 1 Risk-Based Capital Ratio Plus Buffer6.625%7.250%7.875%8.500%
Minimum Total Risk-Based Capital Ratio8.000%8.000%8.000%8.000%
Minimum Total Risk-Based Capital Ratio Plus Buffer8.625%9.250%9.875%10.500%
Minimum Leverage Ratio4.000%4.000%4.000%4.000%
Year, as of January 12019
Minimum CET1 Ratio4.500%
Capital Conservation Buffer ("Buffer")2.500%
Minimum CET1 Ratio Plus Buffer7.000%
Minimum Tier 1 Risk-Based Capital Ratio6.000%
Minimum Tier 1 Risk-Based Capital Ratio Plus Buffer8.500%
Minimum Total Risk-Based Capital Ratio8.000%
Minimum Total Risk-Based Capital Ratio Plus Buffer10.500%
Minimum Leverage Ratio4.000%
 
These minimum capital ratios, especially the CET1 ratio (4.5%) and the enhanced Tier 1 risk-based capital ratio (6.0%), which began to apply to our organizationthe Company on January 1, 2015, represent a heightened and more restrictive capital regime than institutions like ours previously had to meet, and the four year phase-in of the regulatory capital buffer, which began January 1, 2016, will add to the stress on banks' profitability.meet.


At December 31, 2016, our holding company2019, Arrow and both of ourits two subsidiary banks exceeded by a substantial amount each of the applicable minimum capital ratios established under the revised Capital Rules, including the minimum CET1 Ratio, the minimum Tier 1 Risk-Based Capital Ratio, the minimum Total Risk-Based Capital Ratio, and the minimum Leverage Ratio, and including in the case of each risk-based ratio, the phased-in portion of the capital buffer. See Note 19, Regulatory Matters, to our audited financial statements, beginning on page 102,the notes to the Consolidated Financial Statements for a presentation of ourArrow's period-end ratios for 20162019 and 2015.2018.
In May 2018, the Economic Growth, Regulatory Relief and Consumer Protection Act (the "Economic Growth Act") , was enacted to modify or remove certain legal requirements, including some requirements related to capital standards implemented under Dodd-Frank. While the Economic Growth Act maintains much of the regulatory structure established by Dodd-Frank, it amends certain aspects of that regulatory framework, including certain capital requirements. These Economic Growth Act changes could result in meaningful regulatory relief regarding capital standards for community banking organizations, such as Arrow's. See the discussion of this item under "2018 Regulatory Reform."
    
Regulatory Capital Classifications. Under applicable banking law, federal banking regulators are required to take prompt corrective action with respect to depository institutions that do not meet minimum capital requirements.  The regulators have established five capital classifications for banking institutions, ranging from the highest category of "well-capitalized" to the lowest category of "critically under-capitalized". As a result of the regulators' adoption of the revised Capital Rules, the definitions for determining which of the five capital classifications a particular banking organization will fall into were changed, effective as of January 1, 2015. Under the revised capital classifications,Capital Rules, a banking institution is considered "well-capitalized" if it meets the following capitalization standards on the date of measurement: a CET1 risk-based capital ratio of 6.50% or greater, a Tier 1 risk-based capital ratio of 8.00% or greater, and a total risk-based capital ratio of 10.00% or greater, provided the institution is not subject to any regulatory order or written directive regarding capital maintenance.
As of December 31, 2016, our holding company2019, Arrow and both of ourits two subsidiary banks qualified as "well-capitalized" under the revised capital classification scheme.

2018 Regulatory Reform. The Economic Growth Act was signed into law May 24, 2018. Some of its provisions were written to take effect immediately; others have later specified effective dates and still others are open-ended, to be implemented by rule-making. This legislation includes a variety of provisions that are intended to affect community banking institutions such as Arrow, including the following:
The federal bank regulatory agencies are directed to establish a "community bank leverage ratio" ("CBLR") of between 8% and 10%, calculated by dividing tangible equity capital by average total consolidated assets of "qualifying community banks" that meet certain requirements to be set by those regulatory agencies.  A qualifying community bank is a depository institution or bank holding company with less than $10 billion in total assets that meets other requirements to be established by the regulators.  If a qualifying community bank exceeds the community bank leverage ratio, it will be deemed to have met all applicable capital and leverage requirements, including the generally applicable leverage capital requirements and risk-based capital requirements and (if the community bank is a depository institution) the "well capitalized" requirement under the federal "prompt corrective action" capital standards.  This new community bank leverage ratio is intended to reduce the burden of compliance with regard to regulatory capital adequacy for qualifying community banks. However, this alternative capital standard will not be effective until the federal bank regulatory authorities adopt rules for its implementation.
The definition of "high volatility commercial real estate" loans that trigger heightened risk-based capital requirements, has been modified and limited to ease the burden of those requirements.
The total asset threshold for qualifying insured financial institutions eligible for an 18-month examination cycle has been increased from $1 billion to $3 billion. 
The new law provides that reciprocal deposits of certain institutions shall not be considered "brokered deposits," subject to certain limitations.
Some community banks will be exempt from mortgage escrow requirements, and an expanded "qualified mortgage" exemption for community banks has been implemented to ease the burden of the "ability to repay" requirements in the Truth in Lending Act.
Financial institutions with less than $10 billion in total assets that meet certain requirements will be exempt from the Volcker Rule proprietary trading requirements implemented under the Dodd Frank Act.

As reported in the Regulatory Reform section above, on May 24, 2018 the Economic Growth Act financial reform bill was signed into law. This law includes provisions requiring the federal bank regulatory agencies to establish a Community Bank Leverage Ratio (CBLR) of between 8% and 10%, applicable to "qualifying community banks" that meet certain requirements to be set by those regulatory agencies. A qualifying community bank is a depository institution or bank holding company with less than $10 billion in total assets, such as Arrow, that meets other requirements to be established by the regulators. The federal bank regulators have issued a final rule to implement the CBLR, introducing an optional simplified measure of capital adequacy for qualifying community banks that satisfy certain requirements, including having a tier 1 leverage ratio of greater than 9%, less than $10 billion in total consolidated assets, and limited amounts of off-balance-sheet exposures and trading assets and liabilities. A qualifying community bank that opts into the CBLR framework and meets all requirements under the CBLR framework will be considered to have satisfied the risk-based and leverage capital requirements and to have met the well-capitalized ratio requirements under the “prompt corrective action” regulations and will not be required to report or calculate risk-based capital. The CBLR is calculated as the ratio of “tier 1 capital” divided by “average total consolidated assets.” Based on preliminary estimates, the Company’s CBLR computed in compliance with this new standard is expected to exceed the 9% threshold. This final rule became effective as of January 1, 2020, and qualifying community banking organizations can utilize the CBLR framework for purposes of filing their call reports or Form FR Y-9C, as applicable, for the first quarter of 2020 (i.e., as of March 31, 2020). Until the final rules becomes effective and Arrow opts into the CBLR framework, the Capital Rules promulgated under Dodd-Frank will remain applicable to Arrow.



Dividend Restrictions; Other Regulatory Sanctions

A holding company's ability to pay dividends or repurchase its outstanding stock, as well as its ability to expand its business, including for example, through acquisitions of additional banking organizations or permitted non-bank companies, may be restricted if its capital falls below minimum regulatory capital ratios or fails to meet other informal capital guidelines that the regulators may apply from time to time to specific banking organizations.  In addition to these potential regulatory limitations on payment of dividends, ourthe holding company'scompany's ability to pay dividends to our shareholders, and ourthe subsidiary banks'banks' ability to pay dividends to ourthe holding company are also subject to various restrictions under applicable corporate laws, including banking laws (which affect ourthe subsidiary banks) and the New York Business Corporation Law (which affects ourthe holding company). The ability of ourthe holding company and banks to pay dividends or repurchase shares in the future is, and is expected to continue to be, influenced by regulatory policies, the phase-in of the revised, more stringent bank capital guidelinesCapital Rules and other applicable law.


In cases where banking regulators have significant concerns regarding the financial condition, assets or operations of a bank holding company or one of its banks, the regulators may take enforcement action or impose enforcement orders, formal or informal, against the holding company or the particular bank.  If the ratio of tangible equity to total assets of a bank falls to 2% or below, the bank will likely be closed and placed in receivership, with the FDIC as receiver.

Cybersecurity
In additionaladdition to the provisions in the Gramm-Leach-Bliley Act relating to data security (discussed below), Arrow and its subsidiaries are subject to many federal and state laws, regulations and regulatory interpretations which impose standards and requirements related to cybersecurity. For example, in February 2018, the Securities and Exchange Commission ("SEC") issued the "Commission Statement and Guidance on Public Company Cybersecurity Disclosures" to assist public companies in preparing disclosures about cybersecurity risks and incidents. With the increased frequency and magnitude of cybersecurity incidents, the SEC indicated that it is critical that public companies take all required actions to inform investors about material cybersecurity risks and incidents in a timely fashion. Additionally, in October 2018 the SEC issued the "Report of Investigation Pursuant to Section 21(a) of the Securities Exchange Act of 1934 Regarding Certain Cyber-Related Frauds Perpetrated Against Public Companies and Related Internal Controls Requirements" which cited business email compromises that led to the incidents and that internal accounting controls may need to be reassessed in light of these emerging risks.
In March 2015, federal regulators issued two related statements regarding cybersecurity. One statement indicates that financial institutions should design multiple layers of security controls to establish lines of defense and to ensure that their risk management processes also address the risk posed by compromised customer credentials, including security measures to reliably authenticate customers accessing internet-based services of the financial institution. The other statement indicates that a financial institution’s management is expected to maintain sufficient business continuity planning processes to ensure the rapid recovery, resumption and maintenance of the institution’s operations after a cyber-attack involving destructive malware. A financial institution is also expected to develop appropriate processes to enable recovery of data and business operations and address rebuilding network capabilities and restoring data if the institution or its critical service providers fall victim to this type of cyber-attack. Financial institutions that fail to observe this regulatory guidance on cybersecurity may be subject to various regulatory sanctions, including financial penalties.

Anti-Money Laundering and OFAC
Under the Patriot Act (as defined below) and other federal law,anti-money laundering laws, financial institutions must maintain anti-money laundering programs that include established internal policies, procedures, and controls. Financial institutions are also prohibited from entering into specified financial transactions and account relationships and must meet enhanced standards for due diligence and customer identification. Financial institutions must take reasonable steps to conduct enhanced scrutiny of account relationships to guard against money laundering and to report any suspicious transactions. Law enforcement authorities have been granted increased access to financial information maintained by financial institutions. Bank regulators routinely examine institutions for compliance with these obligations and they must consider an institution's compliance in connection with the regulatory review of applications, including applications for banking mergers and acquisitions. The U.S. Department of the Treasury's Office of Foreign Assets Control, or "OFAC," is responsible for helping to insure that U.S. entities do not engage in transactions with certain prohibited parties, as defined by various Executive Orders and Acts of Congress. OFAC publishes lists of persons, organizations, and countries suspected of aiding, harboring or engaging in terrorist acts, known as Specially Designated Nationals and Blocked Persons. If Arrow finds a name on any transaction, account or wire transfer that is on an OFAC list, Arrow must freeze or block such account or transaction, file a suspicious activity report and notify the appropriate authorities. The U.S. Treasury Department's Financial Crises Enforcement Network ("FinCEN") issued a final rule in 2016 increasing customer due diligence requirements for banks, including adding a requirement to identify and verify the identity of beneficial owners of customers that are legal entities, subject to certain exclusions and exemptions. ComplianceThe Company has established procedures for compliance with this rule is required in May 2018.
Reserve Requirements
Pursuant to regulations of the FRB, all banking organizations are required to maintain average daily reserves at mandated ratios against their transaction accounts and certain other types of deposit accounts. These reserves must be maintained in the form of vault cash or in an account at a Federal Reserve Bank.
Community Reinvestment Act
Each of Arrow's subsidiary banks is subject to the Community Reinvestment Act ("CRA") and implementing regulations. CRA regulations establish the framework and criteria by which the bank regulatory agencies assess an institution's record of helping to meet the credit needs of its community, including low and moderate-income neighborhoods. CRA ratings are taken into account by regulators in reviewing certain applications made by Arrow and its bank subsidiaries.
Privacy and Confidentiality Laws
Arrow and its subsidiaries are subject to a variety of laws that regulate customer privacy and confidentiality. The Gramm-Leach-Bliley Act requires financial institutions to adopt privacy policies, to restrict the sharing of nonpublic customer information with nonaffiliated parties upon the request of the customer, and to implement data security measures to protect customer information. The Fair Credit Reporting Act, as amended by the Fair and Accurate Credit Transactions Act of 2003, regulates use of credit reports, providing of information to credit reporting agencies and sharing of customer information with affiliates, and sets identity theft prevention standards.

these requirements.


The Dodd-Frank Act

As a result of the 2008-2009 financial crisis, the U.S. Congress passed and the President signed Dodd-Frank on July 21, 2010. While some of the Act's provisions have not had, and likely will not have, any direct impact on Arrow, other provisions have impacted or likely will impact our business operations and financial results in a significant way. These include the establishment of a new regulatory body known as the Consumer Financial Protection Bureau (CFPB), which operates as an independent entity within the Federal Reserve System and is authorized to issue rules for consumer protection, some of which have increased, and likely will continue to increase banks' compliance expenses, thereby negatively impacting profitability. For depository institutions with $10 billion or less in assets (such as Arrow's banks), the banks' traditional regulatory agencies (for our banks, the OCC), and not the CFPB, will have primary examination and enforcement authority over the banks' compliance with new CFPB rules as well as all other consumer protection rules and regulations.  However, the  CFPB has the right to include its examiners on a "sampling" basis in examinations conducted by the traditional regulators and is authorized to give those agencies input and recommendations with respect to consumer protection laws and to require reports and other examination documents. The CFPB has broad authority to curb practices it finds to be unfair, deceptive and abusive. What constitutes "abusive" behavior has been broadly defined and is very likely to create an environment conducive to increased litigation.  This is likely to be exacerbated by the fact that, in addition to the federal authorities charged with enforcing the CFPB's rules, state attorneys general are also authorized to enforce certain of the Federal consumer laws transferred to the jurisdiction of the CFPB and the rules issued by the CFPB thereunder.
Dodd-Frank also directed the federal banking authorities to issue new capital requirements for banks and holding companies. See the discussion under “Regulatory Capital Standards” on pages 7 and 8 of this Report. Dodd-Frank also provided that any new issuances of trust preferred securities (TRUPs) by bank holding companies having between $500 million and $15 billion in assets (such as Arrow) will no longer be able to qualify as Tier 1 capital, although previously issued TRUPs of such bank holding companies that were outstanding on the Dodd-Frank grandfathering date (May 19, 2010), including the $20 million of TRUPs issued by Arrow before that date, will continue to qualify as Tier 1 capital until maturity or earlier redemption, subject to certain limitations. The new bank Capital Rules, in their final form, preserve this "grandfathered" status of TRUPs previously issued by small- to mid-sized financial institutions like Arrow before the grandfathering date. Generally, however, TRUPs, which were an important financing tool for community banks such as ours, can no longer be counted on as a viable source of new capital for banks, unless the U.S. Congress passes legislation that specifically accords regulatory capital status to newly-issued TRUPs.
Bank regulators have not finished promulgating all the rules required to be issued by them under Dodd-Frank. To date, implementation of Dodd-Frank provisions has resulted in many new mandatory and discretionary rule-makings by regulatory authorities, a process that is still not completed, almost seven years after Dodd-Frank's enactment. As a result, bank holding companies and their bank and non-bank operating subsidiaries have faced thousands of new pages of regulations and associated regulatory burdens still being formulated, several of which are highly controversial and the implementation of which has proven to be costly and time consuming.
Various legislative proposals have been advanced for consideration or possible consideration by the U.S. Congress that would rescind or substantially modify various provisions of Dodd-Frank. At present, we are not able to estimate the likelihood of adoption of any such provisions or the potential impact thereof if adopted.

Sarbanes-Oxley Act

The Sarbanes-Oxley Act of 2002 implemented a broad range of corporate governance, accounting and reporting requirements for companies that have securities registered under the Exchange Act. These requirements include: (1) requirements for audit committees, including independence and financial expertise; (2) certification of financial statements by the chief executive officer and chief financial officer of the reporting company; (3) standards for auditors and regulation of audits; (4) disclosure and reporting requirements for the reporting company and directors and executive officers; and (5) a range of civil and criminal penalties for fraud and other violations of securities laws.

The USA Patriot Act

The USA Patriot Act, initially adopted in 2001 and re-adopted by the U.S. Congress in 2006 with certain changes (the "Patriot Act"), imposes substantial record-keeping and due diligence obligations on banks and other financial institutions, with a particular focus on detecting and reporting money-laundering transactions involving domestic or international customers.  The U.S. Treasury Department has issued and will continue to issue regulations clarifying the Patriot Act's requirements.  The Patriot Act requires all financial institutions, including banks, to maintain certain anti-money laundering compliance, customer identification and due diligence programs.  TheCompliance with the provisions of the Patriot Act imposeresults in substantial costs on all financial institutions.

Reserve Requirements
Pursuant to regulations of the FRB, all banking organizations are required to maintain average daily reserves at mandated ratios against their transaction accounts and certain other types of deposit accounts. These reserves must be maintained in the form of vault cash or in an account at a Federal Reserve Bank.

Community Reinvestment Act
Arrow's subsidiary banks are subject to the Community Reinvestment Act ("CRA") and implementing regulations. CRA regulations establish the framework and criteria by which the bank regulatory agencies assess an institution's record of helping to meet the credit needs of its community, including low and moderate-income individuals. CRA ratings are taken into account by regulators in reviewing certain applications made by Arrow and its bank subsidiaries.
Privacy and Confidentiality Laws
Arrow and its subsidiaries are subject to a variety of laws that regulate customer privacy and confidentiality. The Gramm-Leach-Bliley Act requires financial institutions to adopt privacy policies, to restrict the sharing of nonpublic customer information with nonaffiliated parties upon the request of the customer, and to implement data security measures to protect customer information. Certain state laws may impose additional privacy and confidentiality restrictions. The Fair Credit Reporting Act, as amended by the Fair and Accurate Credit Transactions Act of 2003, regulates use of credit reports, providing of information to credit reporting agencies and sharing of customer information with affiliates, and sets identity theft prevention standards.

The Dodd-Frank Act
Dodd-Frank significantly changed the regulatory structure for financial institutions and their holding companies, for example, through provisions requiring the Capital Rules. Among other provisions, Dodd-Frank implemented corporate governance revisions that apply to all public companies, not just financial institutions, permanently increased the FDIC’s standard maximum deposit insurance amount to $250,000, changed the FDIC insurance assessment base to assets rather than deposits and increased the reserve ratio for the deposit insurance fund to ensure the future strength of the fund. The federal prohibition on the payment of interest on certain demand deposits was repealed, thereby permitting depository institutions to pay interest on business transaction accounts. Dodd-Frank established a new federal agency, the Consumer Financial Protection Bureau (the “CFPB”), centralizing significant aspects of consumer financial protection under this agency. Limits were imposed for debit card interchange fees for issuers that have assets greater than $10 billion, which also could affect the amount of interchange fees collected by financial institutions with less than $10 billion in assets. Dodd-Frank also imposed new requirements related to mortgage lending, including ours.prohibitions against payment of steering incentives and provisions relating to underwriting standards, disclosures, appraisals and escrows. The Volcker Rule prohibited banks and their affiliates from engaging in proprietary trading and investing in certain unregistered investment companies.
Federal banking regulators and other agencies including, among others, the FRB, the OCC and the CFPB, have been engaged in extensive rule-making efforts under Dodd-Frank, and the 2018 Economic Growth Act has impacted certain Dodd-Frank requirements, as explained above.

Sarbanes-Oxley Act
The Sarbanes-Oxley Act of 2002 implemented a broad range of corporate governance, accounting and reporting requirements for companies that have securities registered under the Exchange Act. These requirements included: (1) requirements for audit committees, including independence and financial expertise; (2) certification of financial statements by the chief executive officer and chief financial officer of the reporting company; (3) standards for auditors and regulation of audits; (4) disclosure and reporting requirements for the reporting company and directors and executive officers; and (5) a range of civil and criminal penalties for fraud and other violations of securities laws.

Incentive Compensation 

The Dodd-Frank Act required the federal bank regulatory agencies and the SEC to establish joint regulations or guidelines prohibiting incentive-based payment arrangements at specified regulated entities, such as the Company, having at least $1 billion in total assets that encourage inappropriate risks by providing an executive officer, employee, director or principal shareholder with excessive compensation, fees, or benefits or that could lead to material financial loss to the entity. In addition, these regulators must establish regulations or guidelines requiring enhanced disclosure to regulators of incentive-based compensation arrangements.
The federal bank regulators issued proposed rules to address incentive-based compensation arrangements in June 2016. Final regulations and/or guidelinesrules have not yet been issued by the federal bank regulatory agencies under this provision of Dodd-Frank.Dodd-Frank provision.


However, inIn 2010, the FRB, OCC and FDIC issued comprehensive final guidance on incentive compensation policies intended to ensure that the incentive compensation policies of banking organizations do not undermine the safety and soundness of such organizations by encouraging excessive risk-taking. The guidance, which covers all employees that have the ability to materially affect the risk profile of an organization, either individually or as part of a group, is based upon the key principles that a banking organization’s


incentive compensation arrangements should (i) provide incentives that do not encourage risk-taking beyond the organization’s ability to effectively identify and manage risks, (ii) be compatible with effective internal controls and risk management, and (iii) be supported by strong corporate governance, including active and effective oversight by the organization’s board of directors. Management believes the current and past compensation practices of the Company do not encourage excessive risk taking or undermine the safety and soundness of the organization.
The FRB will review, as part of the regular, risk-focused examination process, the incentive compensation arrangements of banking organizations, such as the Company, that are not “large, complex banking organizations.” These reviews will be tailored to each organization based on the scope and complexity of the organization’s activities and the prevalence of incentive compensation arrangements. The findings of the supervisory initiatives will be included in reports of examination. Deficiencies will be incorporated into the organization’s supervisory ratings, which can affect the organization’s ability to make acquisitions and take other actions. Enforcement actions may be taken against a banking organization if its incentive compensation arrangements, or related risk-management control or governance processes, pose a risk to the organization’s safety and soundness and the organization is not taking prompt and effective measures to correct the deficiencies.
 
Deposit Insurance Laws and Regulations

In February of 2011, the FDIC finalized a new assessment system that took effect in the second quarter of 2011.  The final rule changed the assessment base from domestic deposits to average assets minus average tangible equity, adopted a new large-bank pricing assessment scheme, and set a target size for the Deposit Insurance Fund. The changes went into effect in the second quarter of 2011.  The rule (as mandated by Dodd-Frank) finalizes a target size for the Deposit Insurance Fund Reserve Ratio at 2%2.0% of insured deposits. It also implements a lower assessment rate schedule when the ratio reaches 1.15% (so that the average rate over time should be about 8.5 basis points) and, in lieu of dividends, provides for a lower rate schedule when the reserve ratio reaches 2%2.0% and 2.5%.  Also as mandated by Dodd-Frank, the rule changes the assessment base from adjusted domestic deposits to a bank's average consolidated total assets minus average tangible equity.
In August of 2016, the FDIC announced that the reserve ratio reached 1.17% at the end of June 2016. This represents the highest level the ratio has reached in more than eight years. The reduction in assessment rates went into effect in the third quarter of 2016. We areArrow is unable to predict whether or to what extent the FDIC may elect to impose additional special assessments on insured institutions in upcoming years, if bank failures should once again become a significant problem.

In January 2019, both of the Company's banking subsidiaries received preliminary notification of eligibility for small bank assessment credits. These credits are related to the Deposit Insurance Recovery Fund Reserve Ratio reaching 1.36% and will reduce the banks' future quarterly assessments. In September 2019, both of the Company's banking subsidiaries received notification of the final credits of $687 thousand, which were fully recorded in the third quarter of 2019.

D. RECENT LEGISLATIVE DEVELOPMENTS

Economic Growth, Regulatory Relief and Consumer Protection Act (the “Economic Growth Act”)
In May 2018, the Economic Growth Act, was enacted to modify or remove certain legal requirements, including some requirements imposed under Dodd-Frank. While the Economic Growth Act maintains much of the regulatory structure established by Dodd-Frank, it amends certain aspects of that regulatory framework. Many of these changes could result in meaningful regulatory relief for community banking organizations, such as Arrow's.

Health Care Reform
Various proposals have been discussed for consideration that would substantially modify various health care laws. At present, we arethe Company is not able to estimate the likelihood of adoption of any such provisions or the potential impact thereof if adopted.

The Tax Cuts and Jobs Act of 2017 ("Tax Act")
On December 22, 2017, Tax Act was enacted. A number of provisions have impacted Arrow including the following:
Tax Rate. The Tax Act replaced the graduated corporate tax rates applicable under prior law, which imposed a maximum tax rate of 35%, with a reduced 21% tax rate. This reduction will generally result in future increased earnings and capital and reduced Arrow's net deferred tax liability. Generally accepted accounting principles ("GAAP") requires that the impact of the provisions of the Tax Act be accounted for in the period of enactment. Accordingly, a benefit of $1.1 million was recorded in the fourth quarter of 2017 which represented the impact of the re-measurement of net deferred tax liabilities.
Employee Compensation. A publicly held corporation is not permitted to deduct compensation in excess of $1 million per year paid to certain employees. The Tax Act eliminates certain exceptions to the $1 million limit applicable under prior law related to performance-based compensation, such as equity grants and cash bonuses that are paid only on the attainment of performance goals. Based on the Company's current compensation plans, Arrow does not expect to be impacted by this limitation.
Interest Expense. The Tax Act limits a taxpayer's annual deduction of business interest expense to the sum of (i) business interest income and (ii) 30% of "adjusted taxable income," defined as business's taxable income without taking into account business interest income or expense, net operating losses, and, for 2018 through 2021, depreciation, amortization and depletion. Because Arrow generates significant amounts of net interest income, the Company does not expect to be impacted by this limitation.

The foregoing description of the impact of the Tax Act should be read in conjunction with Note 15, Income Taxes, of the notes to the Consolidated Financial Statements.



Other Legislative Initiatives 
From time to time, various legislative and regulatory initiatives are introduced in Congress and state legislatures, as well as by regulatory authorities. These initiatives may include proposals to expand or contract the powers of bank holding companies and depository institutions or proposals to change the financial institution regulatory environment. Such legislation could change banking laws and the operating environment of our companyCompany in substantial, but unpredictable ways. WeArrow cannot predict whether any such legislation will be enacted, and, if enacted, the effect that it, or any implementing regulations would have on ourthe Company's financial condition or results of operations.


E. STATISTICAL DISCLOSURE (GUIDE 3)
Set forth below is an index identifying the location in this Report of various items of statistical information required to be included in this Report by the SECsSEC’s industry guide for Bank Holding Companies.
Required InformationLocation in Report
Distribution of Assets, Liabilities and Stockholders' Equity; Interest Rates and Interest DifferentialPart II, Item 7.B.I.
Investment PortfolioPart II, Item 7.C.I.
Loan PortfolioPart II, Item 7.C.II.
Summary of Loan Loss ExperiencePart II, Item 7.C.III.
DepositsPart II, Item 7.C.IV.
Return on Equity and AssetsPart II, Item 6.
Short-Term BorrowingsPart II, Item 7.C.V.




F. COMPETITION
We faceArrow faces intense competition in all markets we serve.served.  Competitors include traditional local commercial banks, savings banks and credit unions, non-traditional internet-based lending alternatives, as well as local offices of major regional and money center banks.  Like all banks, we encounterthe Company encounters strong competition in the mortgage lending space from a wide variety of other mortgage originators, all of whom are principally affected in this business by the rate and terms set, and the lending practices established from time-to-time by the very large government sponsored enterprises ("GSEs") engaged in residential mortgage lending, most importantly, “Fannie Mae” and “Freddie Mac.” For many years, these GSEs have purchased and/or guaranteed a very substantial percentage of all newly-originated mortgage loans in the U.S., and in recent years, a large majority of such originations.U.S.. Additionally, non-banking financial organizations, such as consumer finance companies, insurance companies, securities firms, money market funds, mutual funds, credit card companies and wealth management enterprises and Fintech companies offer substantive equivalents of the various other types of loan and financial products and services and transactional accounts that we offer,are offered, even though these non-banking organizations are not subject to the same regulatory restrictions and capital requirements that apply to us.Arrow.  Under federal banking laws, such non-banking financial organizations not only may offer products and services comparable to those offered by commercial banks, but also may establish or acquire their own commercial banks.




G. EXECUTIVE OFFICERS OF THE REGISTRANT
The names and ages of the executive officers of Arrow and positions held by each are presented in the following table.  Officers are elected annually by the Board of Directors.
NameAgePositions Held and Years from Which Held
Thomas J. Murphy CPA5861
President and Chief Executive Officer of Arrow since January 1, 2013. HeMr. Murphy has been a directorDirector of Arrow since July 2012. Mr. Murphy served as a Vice President ofIn addition to his executive leadership role at Arrow, from 2009 to 2012, and as Corporate Secretary from 2009 to 2012. Mr. Murphy alsohe has been the President of GFNB since July 1, 2011 and Chief Executive Officer of GFNB since January 1, 2013. Prior to that date he served aspositions in the Company include: Senior Executive Vice President of Arrow and(2011-2012), Vice President of GFNB commencing July 1, 2011. Prior to July 1, 2011, Mr. Murphy served asArrow (2009-2011), Senior Trust Officer of GFNB (since 2010) and Cashier of GFNB (since 2009). Mr. Murphy previously served as(2010-2011), Corporate Secretary (2009-2012), Assistant Corporate Secretary of Arrow (2008-2009), Senior Vice President of GFNB (2008-2011) and Manager of the Personal Trust Department of GFNB (2004-2011). Mr. Murphy started with the Company in 2004.

Terry R. Goodemote, CPAEdward J. Campanella5352
Senior Vice President, Treasurer and Chief Financial Officer of Arrow since January 1, 2007. HeSeptember 5, 2017. Mr. Campanella also has beenserves as Executive Vice President, Treasurer and Chief Financial Officer of Arrow (since January 1, 2013); prior to that,GFNB. Mr. Campanella joined the Company in 2017. Previously, he served as Chief Financial Officer for National Union Bank of Kinderhook in Kinderhook, NY (2016-2017). He was Senior Vice President, Treasurer and Director of Arrow (since 2008). Mr. Goodemote also serves as Chief Financial Officer of GFNB (since January 1, 2007) and as Senior Executive Vice President of GFNB (since July 1, 2011). Before that he was Executive Vice President of GFNB (since 2008)Finance at Opus Bank in Irvine, CA (2013-2016). Prior to becoming Chief Financial Officer, Mr. Goodemotethat he served as SeniorFirst Vice President and HeadTreasurer of the Accounting Division of GFNB. Mr. Goodemote started with the CompanyCambridge Savings Bank in 1992. On February 7, 2017, the company announced Mr. Goodemote's intention is to retire from the company. He intends to continue in his current role until his successor is chosen.Cambridge, MA (2006-2013).

David S. DeMarco5558
Senior Vice President and Chief Banking Officer of Arrow since February 1, 2018. Mr. DeMarco has been a Senior Vice President of Arrow since May 1, 2009. Additionally, Mr. DeMarco has been the President and Chief Executive Officer of SNB since January 1, 2013. Prior to that date,He is also Executive Vice President and Chief Banking Officer of GFNB. Previously, Mr. DeMarco served as Executive Vice President and Head of the Branch, Corporate Development, Financial Services & Marketing Division of GFNB since January 1, 2003.(2003-2012). Mr. DeMarco started with the Company as a commercial lender in 1987.

David D. Kaiser5659
Senior Vice President and Chief Credit Officer of Arrow since February 1, 2015. Mr. Kaiser has also served as Executive Vice President of GFNB since 2012 and as Chief Credit Officer of GFNB and SNB since 2011. Previously, he served as the Corporate Banking Manager for GFNB from 2005 to 2011. Mr. Kaiser started with the Company in 2000.

Andrew J. Wise53
Senior Vice President and Chief Operating Officer of Arrow since February 1, 2018. Mr. Wise has also served as Executive Vice President and Chief Operating Officer of GFNB since October 2017. Previously, Mr. Wise served as Chief Administrative Officer of GFNB. He joined GFNB in May 2016 as Senior Vice President of Administration. Prior to that, he worked at Adirondack Trust Company for 12 years where he was Executive Vice President and Chief Operating Officer of the Company’s insurance subsidiary.


H. AVAILABLE INFORMATION
OurArrow's Internet address is www.arrowfinancial.com.  We makeThe Company makes available, free of charge on or through our internetArrow's website, ourthe annual report on Form 10-K, quarterly reports on Form 10-Q, current reports on Form 8-K, and amendments to those reports as soon as practicable after we filethey are filed or furnish them with the SEC pursuant to the Exchange Act.  We also make available on the internet website variousVarious other documents related to corporate operations, including our Corporate Governance Guidelines, the charters of our principal board committees, and our codes of ethics.  We haveethics are available on the website.  The Company has adopted a financial code of ethics that applies to ArrowsArrow’s chief executive officer, chief financial officer and principal accounting officer and a business code of ethics that applies to all directors, officers and employees of ourthe holding company and its subsidiaries.



Item 1A.1A. Risk Factors
OurArrow's financial results and the market price of ourits stock are subject to risks arising from many factors, including the risks listed below, as well as other risks and uncertainties. Any of these risks could materially and adversely affect ourArrow's business, financial condition or results of operations. (Please note that the discussion below regarding the potential impact on Arrow of certain of these factors that may develop in the future is not meant to provide predictions by Arrow's management that such factors will develop, but to acknowledge the possible negative consequences to our companythe Company and business if certain conditions develop.materialize.)

Difficult marketMarket conditions continue tocould present significant challenges to the profitability of the U.S. commercial banking industry and its core business of making and servicing loans and any substantial downturn in the regional markets in which Arrow operates or in the U.S. economy generally could adversely affect ourArrow's ability to maintain steady growth in ourthe loan portfolio and our earnings.earnings Many existing or potential loan customers. Arrow's business is highly dependent on the business environment in the markets in which the Company operates as well as the United States as a whole. Arrow's business is dependent upon the financial stability of commercial banks, especially individuals and small businesses, continue to experience financial and budgetary pressures that both challengethe Company's borrowers, including their ability to service their existing indebtednesspay interest on and sharply restrict their ability or willingness to incur additional indebtedness. Therepay the principal amount of outstanding loans, the value of the collateral securing those loans, and the overall demand for loans and other products and services, all of which impact Arrow's stability and future growth. Although Arrow's market area has generally increasedexperienced a stabilizing of economic conditions in recent years and very low prevailing rateseven periods of interest for all typesmodest growth, if unpredictable or unfavorable economic conditions unique to the market area should occur in upcoming periods, these conditions will likely have an adverse effect on the quality of credit still exist, which makes borrowing more affordablethe loan portfolio and attractivefinancial performance. As a community bank, Arrow is less able than larger regional competitors to customersspread the risk of all types. However, whileunfavorable local economic conditions over a larger market area. Further, if the overall U.S. economy deteriorates, then Arrow's business, results of operations, financial condition and our regional economy have shown signs of improvement in recent years, consumersprospects could be adversely affected. In particular, financial performance may be adversely affected by short-term and small businesses are still struggling under heavy debt loads, which will continue to weigh against any surge in growth or profitabilitylong-term interest rates, the prevailing yield curve, inflation, monetary supply, fluctuations in the banking sector. This cautionary scenario confronts us as it confrontsdebt and equity capital markets, and the strength of the domestic economy and the local economies in the markets in which Arrow operates, all commercial banks, large and small, andof which are beyond Arrow's control.

Arrow is subject to interest rate risk, which could adversely affect ourprofitability. Profitability, like that of most financial institutions, depends to a large extent on Arrow's net interest income, which is the difference between interest income on interest-earning assets, such as loans and investment securities, and interest expense on interest-bearing liabilities, such as deposits and borrowings. Changes in monetary policy, including changes in interest rates, could influence not only the interest received on loans and securities and the amount of interest paid on deposits and borrowings, but also (1) Arrow's ability to originate loans.loans and obtain deposits, (2) the fair value of financial assets and liabilities, and (3) the average duration of mortgage-backed securities portfolio. If the interest rates Arrow pays on deposits and other borrowings increase at a faster rate than the interest rates received on loans, securities and other interest-earning investments, net interest income, and therefore earnings, could be adversely affected. Earnings could also be adversely affected if the interest rates received on loans and other investments fall more quickly than the interest rates paid on deposits and other borrowings. Changes in interest rates, whether they are increases or decreases, can also trigger repricing and changes in the pace of payments for both assets and liabilities.
In addition, an increase in interest rates could have a negative impact on results of operations by reducing the ability of borrowers to repay their current loan obligations. These circumstances could not only result in increased loan defaults, foreclosures and charge-offs, but also necessitate further increases to the allowance for loan losses which may materially and adversely affect Arrow's business, results of operations, financial condition and prospects.

We faceCapital and liquidity standards require banks and bank holding companies to maintain more and higher quality capital and greater liquidity than has historically been the case. Capital standards, particularly those adopted as a result of Dodd-Frank, continue to have a significant effect on banks and bank holding companies, including Arrow. The need to maintain more and higher quality capital, as well as greater liquidity, and generally increased regulatory scrutiny with respect to capital levels, may at some point limit business activities, including lending, and its ability to expand. It could also result in Arrow being required to take steps to increase regulatory capital and may dilute shareholder value or limit the ability to pay dividends or otherwise return capital to investors through stock repurchases.
Certain of the capital requirements of Dodd-Frank and the related regulations will be impacted by the Economic Growth Act, which was enacted in 2018. The Economic Growth Act created a “community bank leverage ratio” standard for qualifying banking organizations as an alternative to the Dodd-Frank risk-based capital regime. The federal bank regulators have issued a final rule to implement the CBLR, introducing an optional simplified measure of capital adequacy for qualifying community banks that satisfy certain requirements, including having a tier 1 leverage ratio of greater than 9%, less than $10 billion in total consolidated assets, and limited amounts of off-balance-sheet exposures and trading assets and liabilities. A qualifying community bank that opts into the CBLR framework and meets all requirements under the CBLR framework will be considered to have satisfied the risk-based and leverage capital requirements and to have met the well-capitalized ratio requirements under the “prompt corrective action” regulations and will not be required to report or calculate risk-based capital. The CBLR is calculated as the ratio of “tier 1 capital” divided by “average total consolidated assets.” Based on preliminary estimates, the Company’s CBLR computed in compliance with this new standard is expected to exceed the 9% threshold. This final rule became effective as of January 1, 2020, and qualifying community banking organizations can utilize the CBLR framework for purposes of filing their call reports or Form FR Y-9C, as applicable, for the first quarter of 2020 (i.e., as of March 31, 2020). Until the final rules becomes effective and Arrow opts into the CBLR framework, the Capital Rules promulgated under Dodd-Frank will remain applicable to Arrow.



Any future economic or financial downturn, including any significant correction in the equity markets, may negatively affect the volume of income attributable to, and demand for, fee-based services of banks such as Arrow, including the Company's fiduciary business, which could negatively impact financial condition and results of operation. Revenues from trust and wealth management business are dependent on the level of assets under management. Any significant downturn in the equity markets may lead Arrow's trust and wealth management customers to liquidate their investments, or may diminish account values for those customers who elect to leave their portfolios with Arrow, in either case reducing assets under management and thereby decreasing revenues from this important sector of the business. Other fee-based businesses are also susceptible to a sudden economic or financial downturn.
In addition, Arrow's loan quality is affected by the condition of the economy. Like all financial institutions, Arrow maintains an allowance for loan losses to provide for probable loan losses at the balance sheet date. Arrow's allowance for loan losses is based on its historical loss experience as well as an evaluation of the risks associated with its loan portfolio, including the size and composition of the portfolio, current economic conditions and geographic concentrations within the portfolio and other factors. While Arrow has continued to enjoy a very high level of quality in its loan portfolio generally and very low levels of loan charge-offs and non-performing loans, if the economy in Arrow's geographic market area should deteriorate to the point that recessionary conditions return, or if the regional or national economy experiences a protracted period of stagnation, the quality of our loan portfolio may weaken so significantly that its allowance for loan losses may not be adequate to cover actual or expected loan losses. In such events, Arrow may be required to increase its provisions for loan losses and this could materially and adversely affect financial results. Moreover, weak or worsening economic conditions often lead to difficulties in other areas of its business, including growth of its business generally, thereby compounding the negative effects on earnings.

Arrow faces continuing and growing security risks to ourits information base including the information we maintainmaintained relating to our customers, and any breaches in the security systems we have implemented to protect this information could have a material negative effect on ourArrow's business operations and financial condition.condition. In the ordinary course of business, Arrow relies on electronic communications and information systems to conduct ourits operations and to store sensitive data. Arrow employs an in-depth, layered, defensive approach that leverages people, processes and technology to manage and maintain cybersecurity controls. Arrow employs a variety of preventative and detective tools to monitor, block, and provide alerts regarding suspicious activity, as well as to report on any suspected advanced persistent threats. We haveArrow has implemented and regularly review and update extensive systems of internal controls and procedures as well as corporate governance policies and procedures intended to protect ourits business operations, including the security and privacy of all confidential customer information. In addition, we relyArrow relies on the services of a variety of vendors to meet our data processing and communication needs. No matter how well designed or implemented ourits controls are, weArrow cannot provide an absolute guarantee to protect ourits business operations from every type of cybersecurity or other security problem in every situation. Asituation, whether as a result of systems failures, human error or negligence, cyberattacks, security breaches, fraud or misappropriation. Any failure or circumvention of these controls could have a material adverse effect on ourArrow's business operations and financial condition. Notwithstanding the strength of our defensive measures, the threat from cyber attackscyberattacks is severe, attacks are sophisticated and increasing in volume, and attackers respond rapidly to changes in defensive measures. While to date, Arrow has not experienced a significant compromise, significant data loss or any material financial losses related to cybersecurity attacks ouror other security problems, Arrow's systems and those of ourits customers and third-party service providers are under constant threat. Risks and exposures related to cybersecurity attacks or other security problems are expected to remain high for the foreseeable future due to the rapidly evolving nature and sophistication of these threats and issues, as well as due to the expanding use of Internet banking, mobile banking and other technology-based products and services by usArrow and our customers.
The computer systems and network infrastructure that we useArrow uses are always vulnerable to unforeseen disruptions, including theft of confidential customer information (“identity theft”) and interruption of service as a result of fire, natural disasters, explosion, general infrastructure failure, cyberattacks or cyber attacks.other security problems. These disruptions may arise in ourArrow's internally developed systems, or the systems of our third-party service providers or may originate from the actions of our consumer and business customers who access our systems from their own networks or digital devices to process transactions. Information security and cyber security risks have increased significantly in recent years because of consumer demand to use the Internet and other electronic delivery channels to conduct financial transactions. Cybersecurity risk isand other security problems are a major concern to financial services regulators and all financial service providers, including our company.Arrow. These risks are further exacerbated due to the increased sophistication and activities of organized crime, hackers, terrorists and other disreputable parties. WeArrow regularly assessassesses and test ourtests security systems and disaster preparedness, including back-up systems, but the risks are substantially escalating. As a result, cybersecurity and the continued enhancement of ourArrow's controls and processes to protect ourits systems, data and networks from attacks or unauthorized access remain a priority. Accordingly, weArrow may be required to expend additional resources to enhance ourits protective measures or to investigate and remediate any information security vulnerabilities or exposures. Any breach of ourArrow's system security could result in disruption of ourits operations, unauthorized access to confidential customer information, significant regulatory costs, litigation exposure and other possible damages, loss or liability. Such costs or losses could exceed the amount of available insurance coverage, if any, and would adversely affect ourArrow's earnings. Also, any failure to prevent a security breach or to quickly and effectively deal with such a breach could negatively impact customer confidence, damaging ourArrow's reputation and undermining ourits ability to attract and keep customers. In addition, if we failArrow fails to observe any of the cybersecurity requirements in federal or state laws, regulations or regulatory guidance, weArrow could be subject to various sanctions, including financial penalties.

The qualityCompany relies on the operations of ourits banking subsidiaries to provide liquidity which, if limited, could impact Arrow's ability to pay dividends to its shareholders or to repurchase its common stock. Arrow is a bank loan portfolio remains strong but could erode somewhat ifholding company, a separate legal entity from the U.S. economy or our regional economy experiences even a modest downturn; any such erosion couldsubsidiaries. The bank holding company does not have an adverse impact on our financial condition. Home prices in all regionssignificant operations of its own. The ability of the U.S.,subsidiaries, including our market area in northeastern New York, have stabilized or even strengthened somewhat in recent periods. Delinquencybank and charge-off rates in our loan portfolio remain very low. However, we like most banks continueinsurance subsidiaries, to have substantial exposure in our portfolio to borrowers, particularly individualpay dividends is limited by various statutes and small business borrowers, who if confronted by an economic downturnregulations. It is possible, depending upon the financial condition of any consequence, including oneArrow's subsidiaries and other factors, that results in their loss of their job or the failure of theirsubsidiaries might be restricted


business, may quickly fallat some point in arrears on their borrowingsthe ability to pay dividends to the holding company, including on our loans to them. We believe not onlyby a bank regulator asserting that the qualitypayment of our loan portfoliosuch dividends or other payments would constitute an unsafe or unsound practice. In addition, under federal banking law, Arrow is strong but also that our allowance is entirely adequatesubject to coverconsolidated capital requirements at the holding company level. If the holding company or the bank subsidiaries are required to retain or increase capital, Arrow may not be able to maintain the cash dividends or pay dividends at all, embedded risk. However, any downturnor to repurchase shares of consequenceArrow's common stock.

Changes in federal, state or local tax laws may negatively impact Arrow's financial performance. As in the economy, nationwide or in our region, would likely require increased provisions to our allowance, potentially damaging our financial condition and results.
Persistent volatility in the U.S. equity markets, coupled with economic instability and uncertainty, has an adverse effect on the core businesscase of the U.S. commercial banking sector whichTax Act, Arrow is subject to changes in tax law that could adversely impact ourArrow's effective tax rates. These law changes may be retroactive to previous periods and as a result could negatively affect Arrow's current and future financial results. The U.S. financial sector, particularly that portion that is focused on the equity markets (i.e., “Wall Street”), has largely recovered from the 2008-2009 financial crisis, although periods of enhanced volatility continue to surface-. At the same time, the wider U.S. economy, especially the business sector that underlies the day-to-day health of U.S. commercial banks (“Main Street”), continuesperformance. Similarly, Arrow's customers are likely to experience only very modest growth. In some areasvarying effects from both the individual and business tax provisions of the U.S.changes in tax law and some sectors ofsuch effects, whether positive or negative, may have a corresponding impact on Arrow's business and the U.S. economy. companies, workers and municipalities have not returned to the levels of financial health they enjoyed before the 2008-2009 crisis. Commercial banks like ours are much more closely tied, in terms of growth and profits, to the Main Street sector than the Wall Street sector. Accordingly, our financial results and condition may continue to be pressured by the modest and uneven growth that continues to characterize the U.S. economy generally and our regional economy as well.a whole.

Any future economic or financial downturn, including any significant correctionChanges in the equity markets,accounting standards may negatively affect the volume of income attributable to,materially and demand for, fee-based services of banks such as ours, including our fiduciary business, which could negatively impact ourArrow's financial statements. From time-to-time, the Financial Accounting Standards Board (“FASB”) changes the financial accounting and reporting standards that govern the preparation of Arrow's financial statements. These changes can be hard to predict and can materially impact how Arrow records and reports financial condition and results of operation.operations. In some cases, Arrow may be required to apply a new or revised standard retroactively, resulting in changes to previously reported financial statements. Specifically, changes in the fair value of financial assets could have a significant negative impact on asset portfolios and indirectly on capital levels.

Arrow relies on other companies to provide key components of business infrastructure Revenues. Third-party vendors provide key components of business infrastructure such as Internet connections, network access and mutual fund distribution. The financial health and operational capabilities of these third parties are for the most part beyond Arrow's control, and any problems experienced by these third parties, such that they may not be able to continue to provide services to Arrow or to perform such services consistent with expectations, could adversely affect the ability to deliver products and services to customers and to conduct business.

Arrow operates in a highly competitive industry and market areas that could negatively affect growth and profitability. Competition for commercial banking and other financial services is fierce in Arrow's market areas. In one or more aspects of business, Arrow's subsidiaries compete with other commercial banks, savings and loan associations, credit unions, finance companies, Internet-based financial services companies, mutual funds, insurance companies, brokerage and investment banking companies, and other financial intermediaries. Additionally, due to their size and other factors, many competitors may be able to achieve economies of scale and, as a result, may offer a broader range of products and services, as well as better pricing for those products and services, than Arrow can. Technology has lowered barriers to entry and made it possible for non-banks to offer products and services traditionally provided by banks, such as automatic transfer and automatic payment systems. In addition, many of Arrow's competitors are not subject to the same extensive federal regulations that govern bank holding companies and federally insured banks. Failure to offer competitive services in Arrow's market areas could significantly weaken Arrow's market position, adversely affecting growth, which, in turn, could have a material adverse effect on Arrow's financial condition and results of operations.

If economic conditions worsen and the U.S. financial markets should suffer a downturn, Arrow may experience limited access to credit markets. As discussed under Part II, Item 7.D. “Liquidity,” Arrow maintains borrowing relationships with various third parties that enables Arrow to obtain from our trustthem, on relatively short notice, overnight and wealth management business are dependent onlonger-term funds sufficient to enable us to fulfill obligations to customers, including deposit withdrawals. If, in the levelcontext of assets under management. Any significanta downturn in the equity markets may lead our trust and wealth management customers to liquidate their investments, or may diminish account values for those customers who elect to leave their portfolios with us, in either case reducing our assets under management and thereby decreasing our revenues from this important sector of our business. Our other fee-based businesses are also susceptible to a sudden economicU.S. economy or financial downturn.markets, these third parties should encounter difficulty in accessing their own credit markets, Arrow may, in turn, experience a decrease in capacity to borrow funds from them or other third parties traditionally relied upon by banks for liquidity.

Rulemaking under Dodd-Frank continuesBusiness could suffer if Arrow loses key personnel unexpectedly or if employee wages increase significantly. Arrow's success depends, in large part, on Arrow's ability to unfold; theseretain key personnel for the duration of their expected terms of service. On an ongoing basis, Arrow prepares and other regulations being promulgatedreviews back-up plans, in the event key personnel are unexpectedly rendered incapable of performing or depart or resign from their positions. However, any sudden unexpected change at the senior management level may adversely affect business. In addition, should Arrow's industry begin to experience a shortage of qualified employees, Arrow, like other financial institutions, may have difficulty attracting and retaining entry level or higher bracket personnel and also may experience, as a result of such shortages or the enactment of higher minimum wage laws locally or nationwide, increased salary expense, which would likely negatively impact results of operations.

Uncertainty relating to LIBOR and other reference rates and their potential discontinuance may negatively impact our Companyaccess to funding and the value of our financial instruments and commercial agreements. Due to uncertainty surrounding the suitability and sustainability of the London interbank offered rate (LIBOR), central banks and global regulators have called for financial market participants to prepare for the discontinuance of LIBOR by the end of 2021 and the establishment of alternative reference rates. At this time, it is not possible to predict the effect that any discontinuance, modification or other reforms to LIBOR or any other reference rate, the establishment of alternative reference rates, or the impact of any such events on contractual mechanisms may have on the markets, us, or our financial instruments or commercial agreements that reference LIBOR.
Certain of our financial instruments and commercial agreements contain provisions to replace LIBOR as the benchmark following the occurrence of specified transition events. Such provisions may not be sufficient to trigger a change in the benchmark at all times when LIBOR is no longer representative of market interest rates, or that these events will align with similar events in the market generally or in other parts of the financial markets, such as the derivatives market.


Alternative reference rates are calculated using components different from those used in the calculation of LIBOR and may fluctuate differently than, and not be representative of, LIBOR. In order to compensate for these differences, certain of our financial instruments and commercial agreements allow for a benchmark replacement adjustment. However, there is no assurance that any benchmark replacement adjustment will be sufficient to produce the economic equivalent of LIBOR, either at the benchmark replacement date or over the life of such instruments and agreements.
Uncertainty as to the nature and timing of the potential discontinuance or modification of LIBOR, the replacement of LIBOR with one or more alternative reference rates or other reforms may negatively impact market liquidity, our access to funding required to operate our business and the trading market for our financial instruments. Furthermore, the timing of implementation and use of alternative reference rates and corresponding adjustments or other reforms could be subject to disputes, could cause the interest payable on our outstanding financial instruments and commercial agreements to be materially different than expected and may impact the value of our financial instruments and commercial agreements.

Federal banking statutes and regulations could change in the future, which may adversely affect Arrow and certain players in the financial industry as a whole. Even before the financial crisis and the resulting new banking laws and regulations, including Dodd-Frank, we wereArrow is subject to extensive Federalfederal and state banking regulations and supervision. Banking laws and regulations are intended primarily to protect bank depositors’ funds (and indirectly the Federal deposit insurance funds)Deposit Insurance Fund) as well as bank retail customers, who may lack the sophistication to understand or appreciate bank products and services. These laws and regulations generally are not, however, aimed at protecting or enhancing the returns on investment enjoyed by bank shareholders.
OurArrow's depositor/customer awareness of the changing regulatory environment is particularly true of the set of laws and regulations under Dodd-Frank, which were passed in the aftermath of the 2008-20092008-09 financial crisis and in large part were intended to better protect bank customers (and to some degree, banks) against a wide variety of lending products and aggressive lending practices that pre-dated the crisis and are seen as having contributed to its severity. Although not all banks offered such products or engaged in such practices, all banks are affected by the newthese laws and regulations to some degree.
Dodd-Frank restricts ourArrow's lending practices, requires us to expend substantial additional resources to safeguard customers, significantly increases ourits regulatory burden, and subjects usArrow to significantly higher minimum capital requirements which, in the long run, may serve as a drag on ourits earnings, growth and ultimately on ourits dividends and stock price (the newDodd-Frank capital standards are separately addressed in the followinga previous risk factor).
While it is difficult to predictAlthough the full extent to which Dodd-FrankEconomic Growth Act and similar initiatives may mitigate the resulting new regulations and rules may adversely impact our business or financial results, or the extent to which regulations previously adopted under Dodd-Frank or the provisions of Dodd-Frank, itself may be rescinded or modifiedother statutory and regulatory changes could add to the existing regulatory burden imposed on banking organizations like Arrow, resulting in upcoming periods, as a result of recent political developments,we believe the changes flowing from Dodd-Frank will continue to increase our costs. Furthermore, we also believe that any potential changes to Dodd-Frank will require us to continue to modify certain strategies, business operations and capital and liquidity structures which, individually or collectively, may very well have a material adverse impact on our financial condition.
Revised capital and liquidity standards adopted by the U.S. banking regulators require banks and bank holding companies to maintain more and higher quality capital and greater liquidity than has historically been the case. Capital standards, particularly those adopted as a result of Dodd-Frank, continue to have a significant effect on banksArrow's financial condition and bank holding companies, including Arrow. Although manyresults of operations.

Non-compliance with the remedial measures contained in Dodd-FrankPatriot Act, Bank Secrecy Act, or other anti-money laundering laws and the regulations promulgated thereunder may be reconsidered at the federal legislative and regulatory levels as a result of the recent U.S. elections and political developments, the revised and enhanced regulatory capital standards adopted by bank regulators in response to the mandates in Dodd-Frank are generally perceived as less likely to be rescinded or relaxed than some of the other restrictive or burdensome changes mandated by Dodd-Frank. Thus, many if perhaps not all of the enhanced bank capital standards promulgated under Dodd-Frank are widely expected to remain in effect, including the capital buffers yet to be fully phased in, forcing bank holding companies and their bank subsidiaries to maintain substantially higher levels of capital as a percentage of their assets, with a greater emphasis on common equity as opposed to other components of capital. The need to maintain more and higher quality capital, as well as greater liquidity, and generally increased regulatory scrutiny with respect to capital levels, may at some point limit our business activities, including lending, and our ability to expand. It could also result in ourfines or sanctions and restrictions on conducting acquisitions or establishing new branches. The Patriot Act and Bank Secrecy Act require financial institutions to develop programs to prevent financial institutions from being requiredused for money laundering and terrorist activities. If such activities are suspected, financial institutions are obligated to take stepsfile suspicious activity reports with FinCEN. Federal anti-money laundering rules require financial institutions to increase our regulatory capitalestablish procedures for identifying and verifying the identity of customers seeking to open new financial accounts. Failure to comply with these regulations could result in fines or sanctions, and restrictions on conducting acquisitions or establishing new branches. During the last few years, several banking institutions have received large fines for non-compliance with these laws and regulations. The policies and procedures Arrow adopted that are designed to assist in compliance with these laws and regulations may dilute shareholder value or limit our ability to pay dividends or otherwise return capital to our investors through stock repurchases.not be effective in preventing violations of these laws and regulations.


If economic conditions should worsen and the U.S. experiences a recession or prolonged economic stagnation, the quality of our loan portfolio may weaken so significantly that our allowance for loan losses may not be adequate to cover actual or expected loan losses. Like all financial institutions, we maintain an allowance for loan losses to provide for probable loan losses at the balance sheet date. Our allowance for loan losses is based on our historical loss experience as well as an evaluation of the risks associated with our loan portfolio, including the size and composition of the portfolio, current economic conditions and geographic concentrations within the portfolio and other factors. While we have continued to enjoy a very high level of quality in our loan portfolio generally and very low levels of loan charge-offs and non-performing loans, if the economy in our geographic market area should deteriorate to the point that recessionary conditions return, or if the regional or national economy experiences a protracted period of stagnation, the quality of our loan portfolio may weaken so significantly that our allowance for loan losses may not be adequate to cover actual or expected loan losses. If so, future increases in provisions for loan losses could materially and adversely affect financial results. Moreover, weak or worsening economic conditions often lead to difficulties in other areas of our business, including growth of our business generally, thereby compounding the negative effects on earnings.
Although rates have begun to rise somewhat, the current interest rate environment, still is not particularly favorable for commercial banks or their core businesses, and any future significant increases in prevailing rates may ultimately have a negative impact on our prospects and performance. Prevailing market interest rates, and changes in those rates, have a direct and material impact on the financial performance and condition of commercial banks. A bank’s net interest income generally comprises the majority ofThe Company, through its total income, and changes in prevailing rates for bank assets and bank liabilities significantly affect its net interest income. Currently, market interest rates in the U.S., across all maturities and for all types of loans, although beginning to rise, still remain low. Lending institutions such as commercial banks remain in a very challenging position.
After raising the Fed funds rate by 25 basis points in December 2016, the Fed elected to raise the Fed funds rate again in December 2016, again by 25 basis points. Presumably, short-term interest rates will rise again accordingly. Moreover, the general expectationbanking subsidiaries, is that the Fed will proceed with additional rate rises this year and perhaps next year. These increases in market rates, although possibly helpful to banks at least initially as loans reprice upward, may nevertheless be expected ultimately to adversely impact the commercial banking sector in certain respects. If rate rises persist, it may be expected that bank liabilities (deposits) also will reprice upward, pressuring margins once again. Additionally, if rates rise substantially, especially long-term rates, economic growth is likely to be negatively impacted at some point, and the housing sector particularly may suffer significant damage. It was out of concern for the long-run health of the U.S. economy at large that led the Fed to pursue the imposition of a long-term, low-rate environment, and it is to be expected that the Fed will approach further rate increases with great caution and abandon or defer future increases if any weakness in the economy should surface. Whatever the Fed and the other central banks in the developed world elect to do from the standpoint of monetary policy, their decisions will affect the activities, results of operations and profitability of banks and bank holding companies such as Arrow. We cannot predict the nature or timing of future changes in monetary and other policies or the effect that they may have on our operations or financial condition.
We operate in a highly competitive industry and market areas that could negatively affect our growth and profitability. Competition for commercial banking and other financial services is fierce in our market areas. In one or more aspects of business, our subsidiaries compete with other commercial banks, savings and loan associations, credit unions, finance companies, Internet-based financial services companies, mutual funds, insurance companies, brokerage and investment banking companies, and other financial intermediaries. Additionally, due to their size, many competitors may be able to achieve economies of scale and, as a result, may offer a broader range of products and services, as well as better pricing for those products and services, than we can. Technology has lowered barriers to entry and made it possible for non-banks to offer products and services traditionally provided by banks, such as automatic transfer and automatic payment systems. In addition, many of our competitors are not subject to the same extensive FederalCommunity Reinvestment Act ("CRA") and fair lending laws, and failure to comply with these laws could lead to material penalties. CRA the Equal Credit Opportunity Act, the Fair Housing Act and other fair lending laws and regulations that govern bank holding companiesimpose nondiscriminatory lending requirements on financial institutions. A successful regulatory challenge to an institution’s performance under the CRA or fair lending laws and Federally insured banks. Failureregulations could result in a wide variety of sanctions, including the required payment of damages and civil money penalties, injunctive relief, imposition of restrictions on mergers and acquisitions activity and restrictions on expansion. Private parties may also have the ability to offer competitive serviceschallenge an institution’s performance under fair lending laws in our market areas could significantly weaken our market position, adversely affecting our growth, which, in turn,private class action litigation. Such actions could have a material adverse effect on ourArrow's business, financial condition and results of operations.
The Company relies on the operations of our banking subsidiaries to provide liquidity which, if limited, could impact our ability to pay dividends to our shareholders or to repurchase our common stock. We are a bank holding company, a separate legal entity from our subsidiaries. Our bank holding company does not have significant operations of its own. The ability of our subsidiaries, including our bank and insurance subsidiaries, to pay dividends is limited by various statutes and regulations. It is possible, depending upon the financial condition of our subsidiaries and other factors, that our subsidiaries might be restricted at some point in their ability to pay dividends to the holding company, including by a bank regulator asserting that the payment of such dividends or other payments would constitute an unsafe or unsound practice. In addition, under Dodd-Frank, we are subjected to consolidated capital requirements at the holding company level. If our holding company or its bank subsidiaries are required to retain or increase capital, we may not be able to maintain our cash dividends or pay dividends at all, or to repurchase shares of our common stock.
If economic conditions worsen and the U.S. financial markets should suffer a downturn, we may experience limited access to credit markets. As discussed under Part I, Item 7.D. “Liquidity,” we maintain borrowing relationships with various third parties that enable us to obtain from them, on relatively short notice, overnight and longer-term funds sufficient to enable us to fulfill our obligations to customers, including deposit withdrawals. If, in the context of a downturn in the U.S. economy or financial markets, these third parties should encounter difficulty in accessing their own credit markets, we may, in turn, experience a decrease in our capacity to borrow funds from them or other third parties traditionally relied upon by banks for liquidity.


WeThe financial services industry is faced with technological advances and changes on a continuing basis, and failure to adapt to these advances and changes could have a material adverse impact on Arrow's business. Technological advances and changes in the financial services industry are subjectpervasive and constant. The retail financial services sector, like many other retail goods and services sectors, is constantly evolving, involving new delivery and communications systems and technologies that are extraordinarily far-reaching and impactful. For Arrow to remain competitive, Arrow must comprehend and adapt to these systems and technologies. Proper implementation of new technologies can increase efficiency, decrease costs and help to meet customer demand. However, many competitors have greater resources to invest in technological advances and changes. Arrow may not always be successful in utilizing the local economies where we operate,latest technological advances in offering its products and unfavorable economic conditionsservices or in these areasotherwise conducting its business. Failure to identify, consider, adapt to and implement technological advances and changes could have a material adverse effect on our financial condition and results of operations. Much of our success depends upon the growth in business activity, income levels and deposits in our geographic market area. Although our market area has experienced a stabilizing of economic conditions in recent years and even periods of modest growth, if unpredictable or unfavorable economic conditions unique to our market area should occur in upcoming periods, such will likely have an adverse effect on the quality of our loan portfolio and financial performance. As a community bank, we are less able than our larger regional competitors to spread the risk of unfavorable local economic conditions over a larger market area. Moreover, we cannot give any assurances that we, as a single enterprise, will benefit from any unique and favorable economic conditions in our market area, even if they do occur.business.
Changes in accounting standards may materially and negatively impact our financial statements. From time-to-time, the Financial Accounting Standards Board (“FASB”) changes the financial accounting and reporting standards that govern the preparation of our financial statements. These changes can be hard to predict and can materially impact how we record and report our financial condition and results of operations. In some cases, we may be required to apply a new or revised standard retroactively, resulting in changes to previously reported financial statements. Specifically, changes in the fair value of our financial assets could have a significant negative impact on our asset portfolios and indirectly on our capital levels.
Our business could suffer if we lose key personnel unexpectedly or if employee wages increase significantly. Our success depends, in large part, on our ability to retain our key personnel for the duration of their expected terms of service. On an ongoing basis, we prepare and review back-up plans, in the event key personnel are unexpectedly rendered incapable of performing or depart or resign from their positions. However, any sudden unexpected change at the senior management level may adversely affect our business. In addition, should our industry begin to experience a shortage of qualified employees, we like other financial institutions may have difficulty attracting and retaining entry level or higher bracket personnel and also may experience, as a result of such shortages or the enactment of higher minimum wage laws locally or nationwide, increased salary expense, which would likely negatively impact our results of operations.
We rely on other companies to provide key components of our business infrastructure. Third-party vendors provide key components of our business infrastructure such as Internet connections, network access and mutual fund distribution. The financial health and operational capabilities of these third parties are for the most part beyond our control, and any problems experienced by these third parties, such that they may not be able to continue to provide services to us or to perform such services consistent with our expectations, could adversely affect our ability to deliver products and services to our customers and to conduct our business.
Problems encountered by other financial institutions could adversely affect us.the Company Our. Arrow's ability to engage in routine funding transactions could be adversely affected by financial or commercial problems confronting other financial institutions. Financial services institutions are interrelated as a result of trading, clearing, counterparty and other relationships. We have Arrow has


exposure to many different counterparties in the normal course of business, and we routinely executeexecutes transactions with counterparties in the financial services industry, including brokers and dealers, other commercial banks, investment banks, mutual and hedge funds, and other financial institutions. As a result, defaults by, or even rumors or questions about, one or more financial services institutions, or the financial services industry generally, could lead to market-wide liquidity problems and losses or defaults by usArrow or by other financial institutions on whom we relyArrow relies or with whom we interact.Arrow interacts. Some of these transactions expose usArrow to credit riskand other potential risks in the event of default of ourArrow's counterparty or client. In addition, our credit risk may be exacerbated when the collateral held by usArrow cannot be liquidated or only may be liquidated at prices not sufficient to recover the full amount due usArrow under the underlying financial instrument, held by us.Arrow. There is no assurance that any such losses would not materially and adversely affect our results of operations.

OurThe Company's allowance for possible loan and lease losses may be insufficient, and an increase in the allowance would reduce earnings. The allowance is established through a provision for loan and lease losses based on management’s evaluation of the risks inherent in the loan portfolio and the general economy. The allowance is based upon a number of factors, including the size of the loan and lease portfolio, asset classifications, economic trends, industry experience and trends, industry and geographic concentrations, estimated collateral values, management’s assessment of the credit risk inherent in the portfolio, historical loan and lease loss experience and loan underwriting policies. In addition, Arrow evaluates all loans and leases identified as problem loans and augments the allowance based upon an estimation of the potential loss associated with those problem loans and leases. Additions to the allowance for loan and lease losses decrease net income through provisions for loan and lease losses. If the evaluation performed in connection with establishing loan and lease loss reserves is faced with technological advanceswrong, the allowance for loan and lease losses may not be sufficient to cover Arrow's losses, which would have an adverse effect on operating results. Arrow's regulators, in reviewing the loan and lease portfolio as part of a regulatory examination, may from time to time require Arrow to increase the allowance for loan and lease losses, thereby negatively affecting earnings, financial condition and capital ratios at that time. Moreover, additions to the allowance may be necessary based on changes on a continuing basis,in economic and failurereal estate market conditions, new information regarding existing loans and leases, identification of additional problem loans and leases and other factors, both within and outside of Arrow's control. Additions to adapt to these advances and changesthe allowance could have a material adversenegative impact on our business. Technological advances and changesArrow's results of operations. As of January 1, 2020, Arrow is in the process of implementing a new accounting standard to estimate the Company's allowance for credit losses. For more information, see Part II, Item 7.H. “Recently Issued Accounting Standards.” Although Arrow believes that the allowance for credit losses is in compliance with the new accounting standard at January 1, 2020, there is no guarantee that it will be sufficient to address credit losses, particularly if economic conditions deteriorate quickly and/or significantly. In such an event, the Company may increase the size of the allowance for loan and lease losses which would reduce Arrow's earnings.

The increasing complexity of Arrow's operations presents varied risks that could affect earnings and financial services industrycondition. Arrow processes a large volume of transactions on a daily basis and is exposed to numerous types of risks related to internal processes, people and systems. These risks include, but are pervasivenot limited to, the risk of fraud by persons inside or outside the Company, the execution of unauthorized transactions by employees, errors relating to transaction processing and constant factors. The retail financial services sector, like many other retail goodssystems, breaches of data security, human error or negligence, and services sectors, is currently inArrow's internal control system and compliance with a complex array of consumer and safety and soundness regulations. Arrow could also experience additional loss as a result of potential legal actions that could arise as a result of operational deficiencies or as a result of noncompliance with applicable laws and regulations.
Arrow has established and maintained a system of internal controls that provides management with information on a timely basis and allows for the throesmonitoring of revolutionary change, involving new delivery and communicationscompliance with operational standards. These systems and technologieshave been designed to manage operational risks at an appropriate, cost effective level. Procedures exist that are extraordinarily far-reachingdesigned to ensure that policies relating to conduct, ethics, and impactful. For usbusiness practices are followed. Losses from operational risks may still occur, however, including losses from the effects of operational errors.

Natural disasters, acts of war or terrorism and other external events could negatively impact the Company. Natural disasters, acts of war or terrorism and other adverse external events could have a significant impact on Arrow's ability to remain competitive, we must comprehendconduct business. In addition, such events could affect the stability of the deposit base, impair the ability of borrowers to repay outstanding loans, impair the value of collateral securing loans, cause significant property damage, result in loss of revenue and/or cause the Company to incur additional expenses. Management has established disaster recovery policies and adaptprocedures that are expected to these systemsmitigate events related to natural or man-made disasters; however, the occurrence of any such event and technologies . Proper implementationthe impact of new technologies can increase efficiency, decrease costs and help to meet customer demand. However, many of our competitors have greater resources to invest in technological advances and changes. We may not always be successful in utilizing the latest technological advances in offering our products and services or in otherwise conducting our business. Failure to identify, consider, adapt to and implement technological advances and changesan overall economic decline resulting from such a disaster could have a material adverse effect on our business.Arrow's financial condition and results of operations.

Item 1B.
Unresolved Staff Comments - None




Item 2. Properties

OurArrow's main office is at 250 Glen Street, Glens Falls, New York.  The building is owned by usthe Company and serves as the main office for Arrow and Glens Falls National, ourthe principal subsidiary bank. The main office of ourthe other banking subsidiary, Saratoga National, is in Saratoga Springs, New York. We own twenty-nineArrow owns twenty-seven branch banking offices, lease tenleases thirteen branch banking offices and leaseleases two residential loan origination offices, all at market rates. OurArrow's insurance agencies areagency is co-located in foursix bank-owned branches, as well


as fourthree leased bank branchesinsurance offices and 1one owned stand-alone building. WeArrow also leaseleases office space in buildings and parking lots near ourthe main office in Glens Falls as well as a back-up site for business continuity purposes.
In the opinion of management, the physical properties of ourthe holding company and ourthe various subsidiaries are suitable and adequate.  For more information on ourArrow's properties, see Notes 2, Summary of Significant Accounting Policies, 6,Premises and Equipment, and 18,Leases, in the notes to the Consolidated Financial Statements contained in Part II, Item 8 of this Report.

Item 3. Legal Proceedings

We areArrow is not the subject of any material pending legal proceedings, other than ordinary routine litigation occurring in the normal course of our business. On an ongoing basis, weArrow typically areis the subject of or a party to various legal claims, which arise in the normal course of our business. The various legal claims currently pending against us will not,Although the outcome of the lawsuits or other proceedings cannot be predicated with certainty and the amount of any liability that may arise therefrom cannot be predicted accurately, in the opinion of management based upon consultation with counsel, the various legal claims currently pending against Arrow will not result in anya material liability.adverse effect to Arrow's financial condition.

Item 4. Mine Safety Disclosures - None




PART II

Item 5. Market for the Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities

TheArrow's common stock of Arrow Financial Corporation is traded on the Global Select Market of the National Association of Securities Dealers, Inc. ("NASDAQ®")Stock Market under the symbol AROW.
The high and low prices listed below represent actual sales transactions, as reported by NASDAQ®.  All stock prices and cash dividends per share have been restated to reflect subsequent stock dividends.  On September 29, 2016, we distributed a 3% stock dividend on our outstanding shares of common stock.

 2016 2015
 Market Price Cash Dividends Declared Market Price Cash Dividends Declared
 Low High  Low High 
First Quarter$23.83
 $26.74
 $0.243
 $24.32 $26.20 $0.238
Second Quarter25.16
 29.51
 0.243
 24.06 26.65 0.238
Third Quarter28.62
 34.08
 0.243
 25.30 27.18 0.238
Fourth Quarter30.56
 41.70
 0.250
 25.07 28.39 0.243

The payment of cash dividends by Arrow is determined at the discretion of its Board of Directors and is dependent upon, among other things, our earnings, financial condition and other factors, including applicable legal and regulatory restrictions.  See "Capital Resources and Dividends" in Part II, Item 7.E. of this Report.
Based on information received from ourArrow's transfer agent and various brokers, custodians and agents, we estimateArrow estimates there were approximately7,000 7,500 beneficial owners of ArrowsArrow’s common stock at December 31, 2016.2019. Arrow has no other class of stock outstanding.

Equity Compensation Plan Information
The following table sets forth certain information regarding Arrow's equity compensation plans as of December 31, 2016.2019.  These equity compensation plans were (i) ourthe 2013 Long-Term Incentive Plan ("LTIP"), and its predecessors, ourArrow's 2008 Long-Term Incentive Plan and ourArrow's 1998 Long-Term Incentive Plan; (ii) ourthe 2014 Employee Stock Purchase Plan ("ESPP"); and (iii) ourthe 2013 Directors' Stock Plan ("DSP").  All of these plans have been approved by Arrow's shareholders.

Plan Category
(a)
Number of Securities to be Issued Upon Exercise of Outstanding Options, Warrants and Rights        
 
(b)
Weighted-Average
Exercise Price of Outstanding Options, Warrants and Rights     
 
(c)
Number of Securities Remaining Available for Future Issuance Under Equity Compensation Plans (Excluding Securities Reflected in Column (a)    
(a)
Number of Securities to be Issued Upon Exercise of Outstanding Options, Restricted Stock Units, Warrants and Rights        
 
(b)
Weighted-Average
Exercise Price of Outstanding Options, Restricted Stock Units, Warrants and Rights     
 
(c)
Number of Securities Remaining Available for Future Issuance Under Equity Compensation Plans (Excluding Securities Reflected in Column (a))   
Equity Compensation Plans Approved by Security Holders (1)(2)
355,651
 $22.52
 511,293
248,738
 $26.75
 313,806
Equity Compensation Plans Not Approved by Security Holders
   

   
Total355,651
   511,293
248,738
   313,806

(1)
All 355,651The total of 248,738 shares of common stock listed in column (a) includes 241,242 which are issuable pursuant to outstanding stock options and 7,496 which are issuable pursuant to restricted stock units all granted under the LTIP or its predecessor plans.
(2)
The total of 511,293313,806 shares listed in column (c) includes (i) 367,775225,485 shares of common stock available for future award grants under the LTIP, (ii) 115,55478,685 shares of common stock available for future issuance under the ESPP, and (iii) 27,9649,636 shares of common stock available for future issuance under the DSP.




STOCK PERFORMANCE GRAPHS

The following two graphs provide a comparison of the total cumulative return (assuming reinvestment of dividends) for the common stock of Arrow as compared to the Russell 2000 Index, the NASDAQ Banks Index and the Zacks $1B-$5B Bank Assets Index.
The first graph presents comparative stock performance for the five-year period from December 31, 20112014 to December 31, 20162019 and the second graph presents comparative stock performance for the fifteen-year period from December 31, 20012004 to December 31, 2016.2019.
The historical information in the graphs and accompanying tables may not be indicative of future performance of Arrow stock on the various stock indices.
arow-123120_chartx15926a03.jpgchart-484b5590bc3456c3869.jpg
TOTAL RETURN PERFORMANCE
Period Ending
TOTAL RETURN PERFORMANCE
Period Ending
Index2011 2012 2013 2014 2015 20162014 2015 2016 2017 2018 2019
Arrow Financial Corporation100.00
 113.12
 127.72
 140.05
 146.51
 232.25
100.00
 104.55
 165.68
 147.29
 147.21
 184.59
Russell 2000 Index100.00
 116.35
 161.52
 169.42
 161.95
 196.45
100.00
 95.59
 115.95
 132.94
 118.30
 148.49
NASDAQ Banks Index100.00
 119.64
 171.23
 179.93
 195.98
 265.31
100.00
 108.91
 147.47
 157.10
 130.44
 163.99
Zacks $1B - $5B Bank Assets Index100.00
 118.73
 161.37
 169.29
 185.89
 267.98
100.00
 108.06
 149.08
 161.73
 143.59
 170.48

Source: Prepared by Zacks Investment Research, Inc. Used with permission. All rights reserved. Copyright 1980-2017.1980-2020.




arow-123120_chartx19579a03.jpg
chart-21021be5f5175b55bf9.jpg
TOTAL RETURN PERFORMANCE
Period Ending
TOTAL RETURN PERFORMANCE
Period Ending
Index2001 2002 2003 2004 2005 2006 2007 20082004 2005 2006 2007 2008 2009 2010 2011
Arrow Financial
Corporation
100.00
 114.37
 133.42
 158.20
 142.19
 144.44
 135.32
 165.76
100.00
 89.88
 91.25
 85.41
 104.52
 111.57
 131.92
 120.93
Russell 2000 Index100.00
 79.52
 117.09
 138.68
 144.93
 171.55
 168.87
 111.81
100.00
 104.51
 123.71
 121.77
 80.62
 102.53
 130.06
 124.62
NASDAQ Banks
Index
100.00
 102.37
 131.69
 150.81
 147.31
 165.41
 130.91
 95.44
100.00
 97.68
 109.68
 86.80
 63.28
 52.66
 62.62
 56.01
Zacks $1B - $5B Bank
Assets Index
100.00
 118.21
 164.17
 195.13
 190.45
 220.30
 173.64
 160.60
100.00
 98.79
 111.96
 95.27
 76.13
 66.49
 74.17
 72.08
                              
TOTAL RETURN PERFORMANCE (Cont'd.)
Period Ending
TOTAL RETURN PERFORMANCE (Cont'd.)
Period Ending
Index2009 2010 2011 2012 2013 2014 2015 20162012 2013 2014 2015 2016 2017 2018 2019
Arrow Financial
Corporation
177.11
 209.52
 192.14
 217.34
 245.41
 269.08
 281.50
 446.24
136.71
 154.26
 169.05
 176.74
 280.07
 249.00
 248.87
 312.06
Russell 2000 Index142.19
 180.38
 172.85
 201.11
 279.18
 292.85
 279.92
 339.57
145.00
 201.28
 211.13
 201.81
 244.82
 280.69
 249.78
 313.54
NASDAQ Banks
Index
79.42
 94.44
 84.46
 101.05
 144.63
 151.98
 165.53
 224.09
67.00
 95.90
 100.77
 109.75
 148.60
 158.31
 131.45
 165.25
Zacks $1B - $5B Bank
Assets Index
125.68
 145.68
 139.24
 165.32
 224.69
 235.72
 258.83
 373.14
84.55
 109.61
 118.73
 128.30
 177.00
 192.02
 170.48
 202.41

Source: Prepared by Zacks Investment Research, Inc. Used with permission. All rights reserved. Copyright 1980-2017.1980-2020.

The preceding stock performance graphs and tables shall not be deemed incorporated by reference, by virtue of any general statement contained herein or in any other filing incorporated by reference herein, into any other SEC filing by the Company under the Securities Act of 1933, as amended, or the Securities Exchange Act of 1934, as amended, except to the extent the companyCompany specifically incorporates this information by reference into such filing, and shall not otherwise be deemed filed as part of any such other filing.



Unregistered Sales of Equity Securities
None.

Issuer Purchases of Equity Securities
The following table presents information about repurchases by Arrow during the three months ended December 31, 20162019 of ourArrow's common stock (our(the only class of equity securities registered pursuant to Section 12 of the Securities Exchange Act of 1934):

Fourth Quarter 2016
Calendar Month
(a) Total Number of
Shares Purchased1
 
(b) Average Price Paid Per Share1
 
(c) Total Number of
Shares Purchased as
Part of Publicly
Announced
Plans or Programs2
 
(d) Maximum
Approximate Dollar
Value of Shares that
May Yet be
Purchased Under the
Plans or Programs2
Fourth Quarter 2019
Calendar Month
(a) Total Number of
Shares Purchased1
 
(b) Average Price Paid Per Share1
 
(c) Total Number of
Shares Purchased as
Part of Publicly
Announced
Plans or Programs2
 
(d) Maximum
Approximate Dollar
Value of Shares that
May Yet be
Purchased Under the
Plans or Programs2
October3,979
 $32.40
 
 $4,505,130
1,179
 $33.85
 
 $3,760,025
November7,035
 35.82
 
 4,505,130
3,694
 36.09
 
 3,760,025
December14,603
 40.10
 
 4,505,130
12,731
 36.54
 
 3,760,025
Total25,617
 37.73
 
  17,604
 36.27
 
  

1The total number of shares purchased and the average price paid per share listed in columns (a) and (b) consist of (i) any shares purchased in such periods in open market or private transactions under the Arrow Financial Corporation Automatic Dividend Reinvestment Plan (the "DRIP") by the administrator of the DRIP, and (ii) shares surrendered or deemed surrendered to Arrow in such periods by holders of options to acquire Arrow common stock received by them under Arrow's long-term incentive plans ("LTIPs") in connection with their stock-for-stock exercise of such options.options, and shares repurchased by Arrow pursuant to its publicly-announced stock repurchase program.  In the months indicated, the listed number of shares purchased included the following numbers of shares purchased by Arrow through such methods:  October - DRIP purchases (2,789(1,179 shares); November - DRIP purchases (910 shares), stock-for-stock option exercises (1,190(2,784 shares); November and December - DRIP purchases (1,891(12,731 shares), stock-for-stock option exercises (5,144 shares); December - DRIP purchases (12,360 shares), stock-for-stock option exercises (2,243 shares).
2Includes only those shares acquired by Arrow pursuant to its publicly-announced stock repurchase programs.  OurArrow's only publicly-announced stock repurchase program in effect for the fourth quarter of 20162019 was the program2019 Repurchase Program approved by the Board of Directors and announced in November 2015,January 2019, under which the Board authorized management, in its discretion, to repurchase from time to time during 2016,from January 30, 2019 through December 31, 2019, in the open market or in privately negotiated transactions, up to $5 million of Arrow common stock subject to certain exceptions (the "2016"2019 Program"). Arrow did not repurchase anyhad no repurchases of its shares in the fourth quarter of 20162019 under the 20162019 Program. In October 2016,2019, the Board authorizedapproved a new repurchase program for 2017 similar to its 2016 program, which also authorizesauthorizing the repurchase, at the discretion of senior management, to repurchaseof up to $5 million of the Company's common stock over the calendar year 2020, in the ensuing year (2017).open-market or negotiated transactions.



Item 6. Selected Financial Data

FIVE YEAR SUMMARY OF SELECTED DATA
Arrow Financial Corporation and Subsidiaries
(Dollars In Thousands, Except Per Share Data)

Consolidated Statements of Income Data:
2016 2015 2014 2013 2012
Consolidated Statements of Income Data:2019 2018 2017 2016 2015
Interest and Dividend Income$76,915
 $70,738
 $66,861
 $64,138
 $69,379
$109,759
 $96,503
 $84,657
 $76,915
 $70,738
Interest Expense5,356
 4,813
 5,767
 7,922
 11,957
21,710
 12,485
 7,006
 5,356
 4,813
Net Interest Income71,559
 65,925
 61,094
 56,216
 57,422
88,049
 84,018
 77,651
 71,559
 65,925
Provision for Loan Losses2,033
 1,347
 1,848
 200
 845
2,079
 2,607
 2,736
 2,033
 1,347
Net Interest Income After Provision
for Loan Losses
69,526
 64,578
 59,246
 56,016
 56,577
85,970
 81,411
 74,915
 69,526
 64,578
Noninterest Income27,854
 27,995
 28,206
 27,521
 26,234
28,266
 28,736
 28,093
 27,854
 27,995
Net (Losses) Gains on Securities Transactions(22) 129
 110
 540
 865
Net Gains (Losses) on Securities Transactions289
 213
 (448) (22) 129
Noninterest Expense(59,609) (57,430) (54,028) (53,203) (51,836)(67,450) (65,055) (62,705) (59,609) (57,430)
Income Before Provision for Income Taxes37,749
 35,272
 33,534
 30,874
 31,840
47,075
 45,305
 39,855
 37,749
 35,272
Provision for Income Taxes11,215
 10,610
 10,174
 9,079
 9,661
9,600
 9,026
 10,529
 11,215
 10,610
Net Income$26,534
 $24,662
 $23,360
 $21,795
 $22,179
$37,475
 $36,279
 $29,326
 $26,534
 $24,662
         
Per Common Share: 1
                  
Basic Earnings$1.98
 $1.86
 $1.76
 $1.65
 $1.69
$2.51
 $2.44
 $1.99
 $1.82
 $1.70
Diluted Earnings1.97
 1.85
 1.76
 1.65
 1.69
2.50
 2.43
 1.98
 1.81
 1.69
         
Per Common Share: 1
                  
Cash Dividends$0.98
 $0.96
 $0.94
 $0.92
 $0.90
$1.02
 $0.97
 $0.92
 $0.89
 $0.87
Book Value17.27
 16.05
 15.16
 14.50
 13.38
20.12
 18.08
 16.89
 15.81
 14.69
Tangible Book Value 2
15.45
 14.18
 13.22
 12.53
 11.36
18.55
 16.49
 15.26
 14.14
 12.98
         
Consolidated Year-End Balance Sheet Data:                  
Total Assets$2,605,242
 $2,446,188
 $2,217,420
 $2,163,698
 $2,022,796
$3,184,275
 $2,988,334
 $2,760,465
 $2,605,242
 $2,446,188
Securities Available-for-Sale346,996
 402,309
 366,139
 457,606
 478,698
357,334
 317,535
 300,200
 346,996
 402,309
Securities Held-to-Maturity345,427
 320,611
 302,024
 299,261
 239,803
245,065
 283,476
 335,907
 345,427
 320,611
Loans1,753,268
 1,573,952
 1,413,268
 1,266,472
 1,172,641
2,386,120
 2,196,215
 1,950,770
 1,753,268
 1,573,952
Nonperforming Assets 3
7,186
 8,924
 8,162
 7,916
 9,070
5,662
 6,782
 7,797
 7,186
 8,924
Deposits2,116,546
 2,030,423
 1,902,948
 1,842,330
 1,731,155
2,616,054
 2,345,584
 2,245,116
 2,116,546
 2,030,423
Federal Home Loan Bank Advances178,000
 137,000
 51,000
 73,000
 59,000
160,000
 279,000
 160,000
 178,000
 137,000
Other Borrowed Funds55,836
 43,173
 39,421
 31,777
 32,678
76,353
 74,659
 84,966
 55,836
 43,173
Stockholders Equity
232,852
 213,971
 200,926
 192,154
 175,825
Stockholders’ Equity301,728
 269,584
 249,603
 232,852
 213,971
         
Selected Key Ratios:                  
Return on Average Assets1.06% 1.05% 1.07% 1.04% 1.11%1.24% 1.27% 1.09% 1.06% 1.05%
Return on Average Equity11.79
 11.86
 11.79
 12.11
 12.88
13.17
 13.96
 12.14
 11.79
 11.86
Dividend Payout 4
49.75
 51.89
 53.41
 55.76
 53.25
Dividend Payout Ratio 4
40.80
 39.92
 46.46
 49.17
 51.48
Average Equity to Average Assets8.95
 8.88
 9.05
 8.56
 8.62
9.40
 9.10
 8.96
 8.95
 8.88

1Share and per share amounts have been adjusted for subsequent stock splits and dividends, including the most recent September 29, 201627, 2019 3% stock dividend.
2Tangible book value excludes goodwill and other intangible assets from total equity.
3Nonperforming assets consist of nonaccrual loans, loans past due 90 or more days but still accruing interest, repossessed assets, restructured loans, other real estate owned and nonaccrual investments.
4Dividend Payout Ratio cash dividends per share to fully diluted earnings per share.



Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations
Selected Quarterly Information
Dollars in thousands, except per share amounts
Share and per share amounts have been restated for the September 2016 3% stock dividend


Selected Quarterly Information
Dollars in thousands, except per share amounts
Share and per share amounts have been restated for the September 2019 3% stock dividend
Selected Quarterly Information
Dollars in thousands, except per share amounts
Share and per share amounts have been restated for the September 2019 3% stock dividend
Quarter Ended12/31/2016
 9/30/2016
 6/30/2016
 3/31/2016
 12/31/2015
12/31/2019
 9/30/2019
 6/30/2019
 3/31/2019
 12/31/2018
Net Income$6,600
 $6,738
 $6,647
 $6,549
 $6,569
$9,740
 $10,067
 $8,934
 $8,734
 $8,758
Transactions Recorded in Net Income (Net of Tax):                  
Net (Loss) Gain on Securities Transactions(101) 
 88
 
 14
         
Net Changes in Fair Value of Equity Investments50
 109
 
 57
 (106)
Share and Per Share Data: 1
 
  
  
  
  
Period End Shares Outstanding13,483
 13,426
 13,388
 13,361
 13,328
14,998
 14,969
 14,949
 14,909
 14,907
Basic Average Shares Outstanding13,441
 13,407
 13,372
 13,343
 13,306
14,978
 14,955
 14,922
 14,903
 14,885
Diluted Average Shares Outstanding13,565
 13,497
 13,429
 13,379
 13,368
15,026
 14,991
 14,963
 14,956
 14,949
Basic Earnings Per Share$0.49
 $0.50
 $0.50
 $0.49
 $0.49
$0.65
 $0.67
 $0.60
 $0.59
 $0.59
Diluted Earnings Per Share0.49
 0.50
 0.49
 0.49
 0.49
0.65
 0.67
 0.60
 0.58
 0.59
Cash Dividend Per Share0.250
 0.243
 0.243
 0.243
 0.243
0.260
 0.252
 0.252
 0.252
 0.252
Selected Quarterly Average Balances:
 
  
  
  
  
Selected Quarterly Average Balances: 
  
  
  
  
Interest-Bearing Deposits at Banks$34,731
 $21,635
 $22,195
 $21,166
 $44,603
$28,880
 $27,083
 $25,107
 $26,163
 $34,782
Investment Securities684,906
 696,712
 701,526
 716,523
 716,947
582,982
 545,073
 584,679
 611,161
 637,341
Loans1,726,738
 1,680,850
 1,649,401
 1,595,018
 1,556,234
2,358,110
 2,308,879
 2,255,299
 2,210,642
 2,160,435
Deposits2,160,156
 2,063,832
 2,082,449
 2,069,964
 2,075,825
2,607,421
 2,472,528
 2,436,290
 2,347,985
 2,347,231
Other Borrowed Funds157,044
 209,946
 165,853
 143,274
 127,471
177,877
 231,291
 250,283
 327,138
 315,172
Shareholders’ Equity230,198
 228,048
 223,234
 218,307
 213,219
296,124
 289,016
 280,247
 272,864
 268,503
Total Assets2,572,425
 2,528,124
 2,496,795
 2,456,431
 2,442,964
3,113,114
 3,023,043
 2,997,458
 2,977,056
 2,954,031
Return on Average Assets1.02% 1.06% 1.07% 1.07% 1.07%
Return on Average Equity11.41% 11.75% 11.98% 12.07% 12.22%
Return on Tangible Equity2
12.77% 13.18% 13.47% 13.62% 13.86%
Return on Average Assets, annualized1.24% 1.32% 1.20% 1.19% 1.18%
Return on Average Equity, annualized13.05% 13.82% 12.79% 12.98% 12.94%
Return on Average Tangible Equity, annualized 2
14.18% 15.05% 13.96% 14.22% 14.20%
Average Earning Assets$2,446,375
 $2,399,197
 $2,373,122
 $2,332,707
 $2,317,784
$2,969,972
 $2,881,035
 $2,865,085
 $2,847,966
 $2,832,558
Average Paying Liabilities1,933,974
 1,892,583
 1,891,017
 1,867,455
 1,854,549
2,293,804
 2,213,642
 2,235,462
 2,224,403
 2,189,233
Interest Income, Tax-Equivalent20,709
 20,222
 20,154
 19,549
 19,422
Interest Income28,367
 27,952
 27,227
 26,213
 26,000
Tax-Equivalent Adjustment 3
321
 344
 376
 373
 376
Interest Income, Tax-Equivalent 3
28,688
 28,296
 27,603
 26,586
 26,376
Interest Expense1,404
 1,405
 1,284
 1,263
 1,231
5,449
 5,649
 5,520
 5,092
 4,343
Net Interest Income, Tax-Equivalent19,305
 18,817
 18,870
 18,286
 18,191
Tax-Equivalent Adjustment939
 940
 917
 923
 912
Net Interest Margin 3
3.14% 3.12% 3.20% 3.15% 3.11%
Efficiency Ratio Calculation:
         
Net Interest Income22,918
 22,303
 21,707
 21,121
 21,657
Net Interest Income, Tax-Equivalent 3
23,239
 22,647
 22,083
 21,494
 22,033
Net Interest Margin, annualized3.06% 3.07% 3.04% 3.01% 3.03%
Net Interest Margin, Tax-Equivalent, annualized 3
3.10% 3.12% 3.09% 3.06% 3.09%
Efficiency Ratio Calculation: 4
         
Noninterest Expense$15,272
 $15,082
 $14,884
 $14,370
 $14,242
$17,099
 $16,791
 $16,908
 $16,652
 $16,881
Less: Intangible Asset Amortization73
 74
 74
 75
 78
60
 61
 44
 79
 65
Net Noninterest Expense$15,199
 $15,008
 $14,810
 $14,295
 $14,164
17,039
 16,730
 16,864
 16,573
 16,816
Net Interest Income, Tax-Equivalent$19,305
 $18,817
 $18,870
 $18,286
 $18,191
23,238
 22,647
 22,083
 21,494
 22,033
Noninterest Income6,648
 7,114
 7,194
 6,875
 6,687
7,081
 7,691
 6,896
 6,887
 6,799
Less: Net Securities (Losses) Gains(166) 
 144
 
 23
Less: Net Changes in Fair Value of Equity Investments67
 146
 
 76
 (142)
Net Gross Income$26,119
 $25,931
 $25,920
 $25,161
 $24,855
$30,252
 $30,192
 $28,979
 $28,305
 $28,974
Efficiency Ratio58.19% 57.88% 57.14% 56.81% 56.99%56.32% 55.41% 58.19% 58.55% 58.04%
Period-End Capital Information:
         
Period-End Capital Information: 5
         
Total Stockholders’ Equity (i.e. Book Value)$232,852
 $229,208
 $225,373
 $220,703
 $213,971
$301,728
 $292,228
 $284,649
 $276,609
 $269,584
Book Value per Share17.27
 17.07
 16.83
 16.52
 16.05
Intangible Assets24,569
 24,675
 24,758
 24,872
 24,980
Tangible Book Value per Share 2
15.45
 15.23
 14.98
 14.66
 14.18
Capital Ratios:         
Book Value per Share 1
20.12
 19.52
 19.04
 18.55
 18.08
Goodwill and Other Intangible Assets, net23,534
 23,586
 23,603
 23,650
 23,725
Tangible Book Value per Share 1,2
18.55
 17.95
 17.46
 16.97
 16.49
Tier 1 Leverage Ratio9.47% 9.44% 9.37% 9.36% 9.25%9.98% 10.04% 9.88% 9.73% 9.61%
Common Equity Tier 1 Capital Ratio12.97% 12.80% 12.74% 12.84% 12.82%12.94% 12.93% 12.99% 12.98% 12.89%
Tier 1 Risk-Based Capital Ratio14.14% 13.98% 13.95% 14.08% 14.08%13.83% 13.85% 13.93% 13.95% 13.87%
Total Risk-Based Capital Ratio15.15% 14.99% 14.96% 15.09% 15.09%14.78% 14.81% 14.91% 14.93% 14.86%
Assets Under Trust Administration
and Investment Management
$1,301,408
 $1,284,051
 $1,250,770
 $1,231,237
 $1,232,890
Assets Under Trust Administration & Investment Mgmt

$1,543,653
 $1,485,116
 $1,496,966
 $1,483,259
 $1,385,752

1

Selected Twelve-Month Information
Dollars in thousands, except per share amounts
Share and per share amounts have been restated for the September 2019 3% stock dividend

 2019 2018 2017
Net Income$37,475
 $36,279
 $29,326
Transactions Recorded in Net Income (Net of Tax):     
Net Loss on Security Transactions
 
 (275)
Net Changes in Fair Value of Equity Investments214
 158
 
      
Period End Shares Outstanding1
14,998
 14,907
 14,778
Basic Average Shares Outstanding1
14,940
 14,840
 14,739
Diluted Average Shares Outstanding1
14,983
 14,922
 14,838
Basic Earnings Per Share1
$2.51
 $2.44
 $1.99
Diluted Earnings Per Share1
2.50
 2.43
 1.98
Cash Dividends Per Share1
1.02
 0.97
 0.92
Average Assets3,028,028
 2,855,753
 2,693,946
Average Equity284,640
 259,835
 241,466
Return on Average Assets1.24% 1.27% 1.09%
Return on Average Equity13.17% 13.96% 12.14%
Average Earning Assets$2,891,321
 $2,734,160
 $2,567,116
Average Interest-Bearing Liabilities2,243,065
 2,113,102
 2,006,575
Interest Income109,759
 96,503
 84,657
Interest Income, Tax-Equivalent*111,173
 98,214
 88,501
Interest Expense21,710
 12,485
 7,006
Net Interest Income88,049
 84,018
 77,651
Net Interest Income, Tax-Equivalent*89,463
 85,729
 81,495
Net Interest Margin3.05% 3.07% 3.02%
Net Interest Margin, Tax-Equivalent*3.09% 3.14% 3.17%
Efficiency Ratio Calculation*4
     
Noninterest Expense$67,450
 $65,055
 $62,705
Less: Intangible Asset Amortization245
 263
 279
Net Noninterest Expense67,205
 64,792
 62,426
Net Interest Income, Tax-Equivalent89,461
 85,729
 81,495
Noninterest Income28,555
 28,949
 27,645
Less: Net (Loss) Gain on Security Transactions
 
 (448)
Less: Net Changes in Fair Value of Equity Investments289
 213
 
Net Gross Income, Adjusted$117,727
 $114,465
 $109,588
Efficiency Ratio*57.09% 56.60% 56.96%
Period-End Capital Information:
     
Tier 1 Leverage Ratio9.98% 9.61% 9.49%
Total Stockholders’ Equity (i.e. Book Value)$301,728
 $269,584
 $249,603
Book Value per Share20.12
 18.08
 16.89
Intangible Assets23,534
 23,725
 24,162
Tangible Book Value per Share 2
18.55
 16.49
 15.26
Asset Quality Information:     
Net Loans Charged-off as a Percentage of Average Loans0.05% 0.05% 0.06%
Provision for Loan Losses as a Percentage of Average Loans0.09% 0.13% 0.15%
Allowance for Loan Losses as a Percentage of Period-End Loans0.89% 0.92% 0.95%
Allowance for Loan Losses as a Percentage of Nonperforming Loans481.41% 365.74% 312.37%
Nonperforming Loans as a Percentage of Period-End Loans0.18% 0.25% 0.31%
Nonperforming Assets as a Percentage of Total Assets0.18% 0.23% 0.28%

*See "Use of Non-GAAP Financial Measures" on page 4.



Selected Twelve-Month Information
Dollars in thousands, except per share amounts
Share and per share amounts have been restated for the September 2016 3% stock dividend

 2016 2015 2014
Net Income$26,534
 $24,662
 $23,360
Transactions Recorded in Net Income (Net of Tax):     
Net Securities (Losses) Gains$(13) $78
 $67
      
Period End Shares Outstanding13,483
 13,328
 13,260
Basic Average Shares Outstanding13,391
 13,281
 13,242
Diluted Average Shares Outstanding13,476
 13,330
 13,272
Basic Earnings Per Share$1.98
 $1.86
 $1.76
Diluted Earnings Per Share1.97
 1.85
 1.76
Cash Dividends Per Share0.98
 0.96
 0.94
Average Assets$2,513,645
 $2,341,467
 $2,190,480
Average Equity224,969
 208,017
 198,208
Return on Average Assets1.06% 1.05% 1.07%
Return on Average Equity11.79
 11.86
 11.79
Average Earning Assets$2,388,042
 $2,218,440
 $2,068,611
Average Interest-Bearing Liabilities1,896,351
 1,777,867
 1,675,285
Interest Income, Tax-Equivalent 1
80,636
��74,227
 70,188
Interest Expense5,356
 4,813
 5,767
Net Interest Income, Tax-Equivalent 1
75,280
 69,414
 64,421
Tax-Equivalent Adjustment3,721
 3,489
 3,327
Net Interest Margin 1
3.15% 3.13% 3.11%
Efficiency Ratio Calculation 1
     
Noninterest Expense$59,609
 $57,430
 $54,028
Less: Intangible Asset Amortization297
 327
 387
Net Noninterest Expense$59,312
 $57,103
 $53,641
Net Interest Income, Tax-Equivalent 1
$75,280
 $69,414
 $64,421
Noninterest Income27,832
 28,124
 28,316
Less: Net Securities (Losses) Gains(22) 129
 110
Net Gross Income, Adjusted$103,134
 $97,409
 $92,627
Efficiency Ratio 1
57.51% 58.62% 57.91%
Period-End Capital Information:
     
Tier 1 Leverage Ratio9.47% 9.25% 9.44%
Total Stockholders Equity (i.e. Book Value)
$232,852
 $213,971
 $200,926
Book Value per Share17.27
 16.05
 15.15
Intangible Assets24,569
 24,980
 25,628
Tangible Book Value per Share 1
15.45
 14.18
 13.22
Asset Quality Information:     
Net Loans Charged-off as a Percentage of Average Loans0.06% 0.06% 0.05%
Provision for Loan Losses as a Percentage of Average Loans0.12% 0.09% 0.14%
Allowance for Loan Losses as a Percentage of Period-End Loans0.97% 1.02% 1.10%
Allowance for Loan Losses as a Percentage of Nonperforming Loans309.31% 232.24% 200.41%
Nonperforming Loans as a Percentage of Period-End Loans0.31% 0.44% 0.55%
Nonperforming Assets as a Percentage of Total Assets0.28% 0.36% 0.37%

1 See "Use of Non-GAAP Financial Measures" on page 4.


Arrow Financial Corporation
Reconciliation of Non-GAAP Financial Information
(Dollars In Thousands, Except Per Share Amounts)

Footnotes:Footnotes:        Footnotes:        
                    
1.Share and Per Share Data have been restated for the September 29, 2016 3% stock dividend.Share and per share data have been restated for the September 27, 2019, 3% stock dividend.
  
2.Tangible Book Value, Tangible Equity, and Return on Tangible Equity exclude goodwill and other intangible assets, net from total equity.  These are non-GAAP financial measures which we believe provide investors with information that is useful in understanding our financial performance.Non-GAAP Financial Measure Reconciliation: Tangible Book Value, Tangible Equity, and Return on Tangible Equity exclude goodwill and other intangible assets, net from total equity.  These are non-GAAP financial measures which Arrow believes provides investors with information that is useful in understanding its financial performance.
 12/31/2016 9/30/2016 6/30/2016 3/31/2016 12/31/2015 12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Total Stockholders' Equity (GAAP)$232,852
 $229,208
 $225,373
 $220,703
 $213,971
Total Stockholders' Equity (GAAP)$301,728
 $292,228
 $284,649
 $276,609
 $269,584
Less: Goodwill and Other Intangible assets, net24,569
 24,675
 24,758
 24,872
 24,980
Less: Goodwill and Other Intangible assets, net23,534
 23,586
 23,603
 23,650
 23,725
Tangible Equity (Non-GAAP)$208,283
 $204,533
 $200,615
 $195,831
 $188,991
Tangible Equity (Non-GAAP)$278,194
 $268,642
 $261,046
 $252,959
 $245,859
                    
Period End Shares Outstanding13,483
 13,426
 13,388
 13,361
 13,328
Period End Shares Outstanding14,998
 14,969
 14,949
 14,909
 14,907
Tangible Book Value per Share (Non-GAAP)$15.45
 $15.23
 $14.98
 $14.66
 $14.18
Tangible Book Value per Share (Non-GAAP)$18.55
 $17.95
 $17.46
 $16.97
 $16.49
Net Income6,600
 6,738
 6,647
 6,549
 6,569
Net Income9,740
 10,067
 8,934
 8,734
 8,758
Return on Tangible Equity (Net Income/Tangible Equity - Annualized)12.77% 13.18% 13.47% 13.62% 13.86%Return on Tangible Equity (Net Income/Tangible Equity - Annualized)14.18% 15.05% 13.96% 14.22% 14.20%
                    
3.Net Interest Margin is the ratio of our annualized tax-equivalent net interest income to average earning assets. This is also a non-GAAP financial measure which we believe provides investors with information that is useful in understanding our financial performance.
Non-GAAP Financial Measure Reconciliation: Net Interest Margin is the ratio of annualized tax-equivalent net interest income to average earning assets. This is also a non-GAAP financial measure which Arrow believes provides investors with information that is useful in understanding its financial performance.
 12/31/2016 9/30/2016 6/30/2016 3/31/2016 12/31/2015 12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Interest Income (GAAP)$19,770
 $19,282
 $19,237
 $18,626
 $18,510
Interest Income (GAAP)$28,367
 $27,952
 $27,227
 $26,213
 $26,000
Add: Tax Equivalent Adjustment (Non-GAAP)939
 940
 917
 923
 912
Add: Tax Equivalent Adjustment (Non-GAAP)321
 344
 376
 373
 376
Interest Income - Tax Equivalent (Non-GAAP)$20,709
 $20,222
 $20,154
 $19,549
 $19,422
Interest Income - Tax Equivalent (Non-GAAP)$28,688
 $28,296
 $27,603
 $26,586
 $26,376
                    
Net Interest Income (GAAP)$18,366
 $17,877
 $17,953
 $17,363
 $17,279
Net Interest Income (GAAP)$22,918
 $22,303
 $21,707
 $21,121
 $21,657
Add: Tax-Equivalent adjustment (Non-GAAP)939
 940
 917
 923
 912
Add: Tax-Equivalent adjustment (Non-GAAP)321
 344
 376
 373
 376
Net Interest Income - Tax Equivalent (Non-GAAP)$19,305
 $18,817
 $18,870
 $18,286
 $18,191
Net Interest Income - Tax Equivalent (Non-GAAP)$23,239
 $22,647
 $22,083
 $21,494
 $22,033
Average Earning Assets2,446,375
 2,399,197
 2,373,122
 2,332,707
 2,317,784
Average Earning Assets$2,969,972
 $2,881,035
 $2,865,085
 $2,847,966
 $2,832,558
Net Interest Margin (Non-GAAP)3.14% 3.12% 3.20% 3.15% 3.11%Net Interest Margin (Non-GAAP)3.10% 3.12% 3.09% 3.06% 3.09%
                    
4.Financial Institutions often use the "efficiency ratio", a non-GAAP ratio, as a measure of expense control. We believe the efficiency ratio provides investors with information that is useful in understanding our financial performance. We define our efficiency ratio as the ratio of our noninterest expense to our net gross income (which equals our tax-equivalent net interest income plus noninterest income, as adjusted).Non-GAAP Financial Measure Reconciliation: Financial Institutions often use the "efficiency ratio", a non-GAAP ratio, as a measure of expense control. Arrow believes the efficiency ratio provides investors with information that is useful in understanding its financial performance. Arrow defines efficiency ratio as the ratio of noninterest expense to net gross income (which equals tax-equivalent net interest income plus noninterest income, as adjusted).
                    
5.For the current quarter, all of the regulatory capital ratios in the table above, as well as the Total Risk-Weighted Assets and Common Equity Tier 1 Capital amounts listed in the table below, are estimates based on, and calculated in accordance with bank regulatory capital rules. All prior quarters reflect actual results. The December 31, 2016 CET1 ratio listed in the tables (i.e., 12.92%) exceeds the sum of the required minimum CET1 ratio plus the fully phased-in Capital Conservation Buffer (i.e., 7.00%).For the current quarter, all of the regulatory capital ratios in the table above, as well as the Total Risk-Weighted Assets and Common Equity Tier 1 Capital amounts listed in the table below, are estimates based on, and calculated in accordance with bank regulatory capital rules. All prior quarters reflect actual results. The December 31, 2019 CET1 ratio listed in the tables (i.e., 12.94%) exceeds the sum of the required minimum CET1 ratio plus the fully phased-in Capital Conservation Buffer (i.e., 7.00%).
 12/31/2016 9/30/2016 6/30/2016 3/31/2016 12/31/2015 12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Total Risk Weighted Assets1,707,829
 1,690,646
 1,662,381
 1,617,957
 1,590,129
Total Risk Weighted Assets$2,237,127
 $2,184,214
 $2,121,541
 $2,075,115
 $2,046,495
Common Equity Tier 1 Capital221,472
 216,382
 211,801
 207,777
 203,848
Common Equity Tier 1 Capital289,409
 282,485
 275,528
 269,363
 263,863
Common Equity Tier 1 Ratio12.97% 12.80% 12.74% 12.84% 12.82%Common Equity Tier 1 Ratio12.94% 12.93% 12.99% 12.98% 12.89%
    


CRITICAL ACCOUNTING ESTIMATES

OurThe significant accounting principles,policies, as described in Note 2 - Summary of Significant Accounting Policies to the notes to the Consolidated Financial Statements are essential in understanding the MD&A.Management Discussion and Analysis. Many of ourthe significant accounting policies require complex judgments to estimate the values of assets and liabilities. We haveThe Company has procedures and processes in place to facilitate making these judgments. The more judgmental estimates are summarized in the following discussion. In many cases, there are numerous alternative judgments that could be used in the process of determining the inputs to the models. Where alternatives exist, we havethe Company has used the factors that we believeare believed to represent the most reasonable value in developing the inputs. Actual performance that differs from
our estimates of the key variables could impact ourthe results of operations.

Allowance for loan losses: The allowance for loan losses represents management’s estimate of probable losses inherent in the Company’s loan portfolio. OurThe process for determining the allowance for loan losses is discussed in Note 2, - Summary of Significant Accounting Policies and Note 5, - Loans, to the notes to the Consolidated Financial Statements. We evaluate ourThe Company evaluates the allowance at the portfolio segment level and ourthe portfolio segments are commercial, commercial real estate, residential real estate, and consumer loans. Due to the variability in the drivers of the assumptions used in this process, estimates of the portfolio’s inherent risks and overall collectability change with changes in the economy, individual industries, and borrowers’ ability and willingness to repay their obligations. The degree to which any particular assumption affects the allowance for loan losses depends on the severity of the change and its relationship to the other assumptions. Key judgments used in determining the allowance for loan losses for individual commercial loans include credit quality indicators, collateral values and estimated cash flows for impaired loans. For pools of loans we consider ourthe Company considers the historical net loss experience, and as necessary, adjustments to address current events and conditions, considerations regarding economic uncertainty, and overall credit conditions. The historical loss factors incorporate a rolling twelve quarter look-back period for each loan segment in order to reduce the volatility associated with improperly weighting short-term fluctuations. The process of determining the level of the allowance for loan losses requires a high degree of judgment. Any downward trend in the economy, regional or national, may require usthe Company to increase the allowance for loan losses resulting in a negative impact on ourthe results of operations and financial condition.

Pension and retirement plans: Management is required to make various assumptions in valuing its pension and postretirement plan assets, expenses and liabilities. The most significant assumptions include the expected rate of return on plan assets, the discount rate, and the rate of increase in future compensation levels. Changes to these assumptions could impact earnings in future periods. The Company utilizes an actuarial firm to assist in determining the various rates used to estimate pension obligations and expense, including the evaluation of market interest rates and discounted cash flows in setting the appropriate discount rate. In addition, the Company reviews expected inflationary and merit increases to compensation in determining the rate of increase in future compensation levels. Changes in these assumptions due to market conditions and governing laws and regulations may result in material changes to the Company’s pension and other postretirement plan assets, expenses and liabilities.

Other than temporary decline in the value of debt and equity securities: Management systematically evaluates individual securities classified as either available-for-sale or held-to-maturity to determine whether a decline in fair value below the amortized cost basis is other than temporary. Management considers historical values and current market conditions as a part of the assessment. The amount of the total other-than-temporary impairment related to the credit loss, if any, is recognized in earnings and the amount of the total other-than-temporary impairment related to other factors is generally recognized in other comprehensive income, net of applicable taxes unless the Company intends to sell the security prior to the recovery of the unrealized loss or it is more likely than not that the Company would be forced to sell the security, in which case the entire impairment is recognized in earnings. Any significant economic downturn might result, and historically have on occasion resulted, in an other-than-temporary impairment in securities held in our investment portfolio.


A. OVERVIEW

The following discussion and analysis focuses on and reviews ourArrow's results of operations for each of the years in the three-year period ended December 31, 20162019 and ourthe financial condition as of December 31, 20162019 and 2015.2018.  The discussion below should be read in conjunction with the selected quarterly and annual information set forth above and the consolidated financial statementsConsolidated Financial Statements and other financial data presented elsewhere in this Report.  When necessary, prior-year financial information has been reclassified to conform to the current-year presentation.

Summary of 20162019 Financial Results: We reportedFor the year ended December 31, 2019, net income was a record $37.5 million, up 3.3% over net income of $36.3 million for 20162018. Diluted EPS was $2.50 for 2019, up 2.9% from $2.43 in 2018.
Arrow's profitability ratios remained solid in 2019, as return on average equity and return on average assets were 13.17% and 1.24%, respectively, for the year, as compared to 13.96% and 1.27%, respectively, for 2018.
At December 31, 2019, total loan balances reached a record high of $26.5$2.4 billion, up $189.9 million, or 8.6%, from the prior-year level. The growth was spread across all loan categories: consumer, residential real estate and commercial. Total deposit balances reached a record high of $2.6 billion, up by $270.5 million, or 11.5%, from the prior-year level. Noninterest-bearing deposits grew by $12.2 million, or 2.6%, during 2019, and represented 18.5% of total deposits at year-end.
Net interest income for the year ending December 31, 2019 was $88.0 million, an increase of $1.9$4.0 million, or 7.6% over4.8%, from the 2015 total. Diluted earnings per share ("EPS") for 2016 was $1.97,prior year. Continued loan growth generated $95.5 million in interest and fees on loans, an increase of $0.12, or 6.5%16.9% from our 2015 EPS. Returnthe $81.6 million in interest and fees on average equity ("ROE")loans for the 2016 year continued to be strong at 11.79%, down from our ROE of 11.86%ending December 31, 2018. Interest expense for the 2015 year. Return on average assets ("ROA") for 2016 also continued to be strong at 1.06%, an increase from an ROA of 1.05% for 2015.
The driving factor behind our increase in net incomeyear ending December 31, 2019 was a significant increase year-over-year in our net interest income, which increased to $71.6 million in 2016 from $65.9 million in 2015, an 8.5% increase. Tax-equivalent net interest income (a non-GAAP measure, see p. 4) was $75.3 million for 2016,$21.7 million. This is an increase of $5.9$9.2 million, or 8.5% over73.9%, from the $69.4$12.5 million totalin expense for 2015. Thisthe year ending December 31, 2018. The net interest margin (NIM) was 3.05% for the year ending December 31, 2019, as compared to 3.07% for the year ended December 31, 2018.
Noninterest income was $28.6 million for the year ending December 31, 2019, a decrease of 1.4% when compared to $28.9 million for the year ending December 31, 2018. Income generated from fiduciary activities decreasedby $446 thousand in 2019, or 4.8% year-over-year, yet reported a record $1.5 billion in assets under management. Insurance revenue decreased by $706 thousand from the prior year. Other noninterest income in 2019 was positively impacted by a $487 thousand increase in net interestthe gain on the sale of loans. Noninterest income was primarily attributablerepresented 24.5% of total revenues in 2019 as compared to 25.6% for the significant amountyear ending December 31, 2018.
Noninterest expense for the year ending December 31, 2019 increased by $2.4 million, or 3.7%, to $67.5 million compared to $65.1 million in 2018. The largest component of loan growth we experienced during the year. See our analysis of changesnoninterest expense is salaries and benefits paid to employees, which totaled $38.4 million in 2019.
Arrow opened a new Saratoga National Bank retail location in Rotterdam. In addition, Arrow relocated and renovated branches in the Plattsburgh and Queensbury New York markets. The Wealth Management Division and Upstate Agency, LLC moved into new and updated headquarters illustrating the Company's commitment to both businesses.
Technology investments were made to enhance customer experience including upgrades for online loan portfolio beginning on page 40. Our noninterest income, including net gains (losses) on securities transactions, decreasedpayments and business online checking.
Arrow continued to have excellent asset quality in 20162019, as evidenced by $292 thousand, or 1.0%, while our noninterest expense increased by $2.2 million, or 3.8%. The


increased provision forlow levels of nonperforming assets and charge-offs. Net loan losses in 2016 over 2015for the fourth quarter of $686 thousand was primarily due to2019, expressed as an annualized percentage of average loans outstanding, were 0.06%. Net loan losses for the significant growth in our loan portfolio. Asset quality measures remained strong throughoutfull year 2019 were 0.05% of average loans outstanding, consistent with the year.
Total2018 ratio. Nonperforming assets were $2.6 billion at December 31, 2016, which represented an increase of $159.1 million, or 6.5%, above the $2.4 billion level at December 31, 2015. Virtually all asset growth was the result of organic internal growth from our existing branch network, as opposed to acquisitions.
Total Stockholders' equity was $232.9$5.7 million at December 31, 2016,2019, represented 0.18% of period-end assets, down from 0.23% at December 31, 2018.

The changes in net income, net interest income and net interest margin between the current and prior year are discussed in detail under the heading "RESULTS OF OPERATIONS," beginning on page 31.
Regulatory Capital and Increase in Stockholders' Equity: As of December 31, 2019, the Company continued to exceed all required minimum capital ratios under the current bank regulatory capital rules as implemented under Dodd-Frank (the "Capital Rules") at both the holding company and bank levels.  At that date, both subsidiary banks, as well as the holding company, continued to qualify as "well-capitalized" under the capital classification guidelines as defined by the Capital Rules.  Because of continued profitability and strong asset quality, the regulatory capital levels throughout recent years have consistently remained well in excess of the various required regulatory minimums in effect, as they do at present.  Pursuant to the Capital Rules, required minimum regulatory capital levels for insured banks and their parent holding companies increased in 2019.  Pursuant to the Economic Growth Act, the federal bank regulators were required to implement a simplified community bank leverage ratio capital standard that may be applicable to Arrow and its subsidiary banks to allow them to satisfy all applicable capital and leverage requirements, including the currently applicable risk-based capital ratio requirements.   The federal bank regulators have issued a final rule to implement the “community bank leverage ratio”, introducing an optional simplified measure of capital adequacy for qualifying community banking organizations (the community bank leverage ratio (CBLR) framework).  To qualify for the CBLR framework, a community banking organization must satisfy certain requirements, including having a tier 1 leverage ratio of greater than 9%, less than $10 billion in total consolidated assets, and limited amounts of off-balance-sheet exposures and trading assets and liabilities.  A qualifying community banking organizational that opts into the CBLR framework and satisfied the risk-based and leverage capital requirements, and to have met the well-capitalized ratio requirements under the “prompt corrective action” regulations and will not be required to report or calculate risk-based capital.  Based on preliminary estimates, the Company’s leverage ratio computed in compliance with this new standard is expected to exceed this new 9% threshold.  This final rule became effective January 1, 2020, and qualifying community banking organizations can utilize the CBLR framework for purposes of filing their call reports or Form FR Y-9C, as applicable, for the first quarter of 2020 or wait until the quarter beginning April 1, 2020.
Total stockholders' equity was $301.7 million at December 31, 2019, an increase of $18.9$32.1 million, or 8.8%11.9%, from the year earlier level. The components of the change in stockholders' equity since year-end 20152018 are presented in the Consolidated Statement


of Changes in Stockholders' Equity on page 59.60. Total book value per share increased by 7.6%11.3% over the prior year level. At December 31, 2016, our2019, tangible book value per share, a non-GAAP financial measure calculated based on tangible book value (total stockholders' equity minus intangible assets including goodwill) was $15.45,$18.55, an increase of $1.27,$2.06, or 9.0%12.5%, over the December 31, 20152018 amount. This increase in total stockholders' equity during 20162019 principally reflected the following factors: (i) $26.5$37.5 million of net income for the period,year, plus (ii) $3.1 million of equity received from ourrelated to various stock-based compensation plans, plus (iii) a $1.1$1.8 million increase in accumulatedof equity resulting from the dividend reinvestment plan, plus other comprehensive income of $7.5 million reduced by (iv) cash dividends of $13.1 million;$15.2 million and (v)the repurchases of our own common stock of $2.1$2.5 million. As of December 31, 2016, our2019, Arrow's closing stock price was $40.50,$37.80, resulting in a trading multiple of 2.622.04 to ourArrow's tangible book value. The Board of Directors declared and the Company paid a cash dividend of $0.243$0.252 per share for each of the first three quarters of 2016,2019, as adjusted for a 3% stock dividend distributed September 29, 2016,27, 2019, a cash dividend of $0.25$0.26 per share for the fourth quarter of 2016,2019, and has declared a $0.25$0.26 per share cash dividend for the first quarter of 2017.

Regulatory capital: As of December 31, 2016, we continued to exceed all regulatory minimum capital requirements at both the holding company and bank levels, by a substantial amount. As of January 1, 2015, we became subject to revised bank regulatory capital standards adopted in 2013 by federal bank regulatory agencies pursuant to the Dodd-Frank Act. These revised regulatory standards generally require financial institutions to meet higher minimum capital levels, measured in new ways. The standards are being phased in over a 5-year time period ending in 2019. See "Regulatory Capital Standards" on pages 7 and 8.2020.
 
Economic trends and loan quality: DuringEconomic growth has continued at a modest pace in the past three years, economic activity in ourCompany's market area, has been generally positive, but employment growth and average hourly wages have been less than the national average. Single family home values in upstate New York have generally increased at a higher rate than the national average over the same period. Our nonperformingwhile labor markets remained exceptionally tight. Nonperforming loans were $5.5$4.4 million at December 31, 2016,2019, a decrease of $1.4$1.1 million, or 20.4%20.3%, from year-end 2015, even with substantial portfolio growth.2018. The ratio of nonperforming loans to period-end loans at December 31, 20162019 was 0.31%0.18%, a decrease from 0.44%0.25% at December 31, 2015. By way of comparison, this ratio for our2018 and less than the Company's peer group was 0.83%ratio of 0.56% at September 30, 2016 which itself was a significant improvement for the peer group from its ratio of 3.60% at year-end 2010, and is now below the group's ratio of 1.09% at December 31, 2007 (i.e., before the financial crisis).2019. Loans charged-off (net of recoveries) against ourthe allowance for loan losses amounted towas $1.1 million for 2016,2019, an increase of $180$91 thousand from 2015. Our2018. The ratio of net charge-offs to average loans was 0.06%0.05% for 2016,2019, compared to ourthe peer group ratio of 0.07%0.10% for the period ended September 30, 20162019. At December 31, 2016, our2019, the allowance for loan losses was $17.0$21.2 million, representing 0.97%0.89% of total loans, a decrease of 53 basis points from the December 31, 20152018 ratio.

Our majorLoan Segments: Total loans grew $189.9 million, or 8.6%, as compared to the balance at December 31, 2018. The largest increase was in consumer loans, which increased during the year by $91.7 million, or 12.7%, In addition, residential real estate loans grew by $58.5 million, or 6.8% and the total commercial loan segments are:portfolio increased $39.7 million or 6.4%.
Commercial Loans: These loans comprisecomprised approximately 6%6.3% of ourthe total loan portfolio.portfolio at period-end. The business sector in oureconomy within the Company's service area, including small- and mid-sized businesses with headquarters in the area, continued to be in reasonably good financial conditionstable at period-end, and some lines of business appear to be experiencing modest improvement during the year.2019 year-end.
Commercial Real Estate Loans: These loans comprisecomprised approximately 25%21.4% of ourthe total loan portfolio.portfolio at period-end. Commercial property values in ourthe Company's region have remained stable in recent periods, although it should be noted such values did not show significant deterioration even in the worst phases of the financial crisis. We update the appraisalsperiods. Appraisals on our nonperforming and watched commercialCRE properties are updated as deemed necessary, usually when the loan is downgraded or when we perceivethere has been significant market deterioration or changes to the physical aspects of the property since ourthe last appraisal.
Consumer Loans: These loans (primarily automobile loans) comprised approximately 34.0% of the total loan portfolio at period-end. Throughout the past three years, the Company has not experienced any significant increase in the delinquency rate or in the percentage of nonperforming loans in this segment.
Residential Real Estate Loans: These loans, including home equity loans, make upcomprised approximately 39% of our portfolio. We have not experienced any significant increase in our delinquency and foreclosure rates, primarily due to the fact that we not have originated or participated in underwriting high-risk mortgage loans, such as so called "Alt A," "negative amortization," "option ARM's" or "negative equity" loans. We originate all38.3% of the residential real estate loans held in ourtotal loan portfolio and apply conservative underwriting standards to all of our originations.at period-end. The residential real estate market in ourthe Company's service area has been stable in recent periods. If long-term interest rates, which decreased duringThe Company originated nearly all of the second quarter of 2016 before rebounding modestly duringresidential real estate loans currently held in the third quarter, do not increase significantly above their period-end levels, we may continueloan portfolio and applied conservative underwriting standards to experience a modest volume of mortgage refinancings. Weloan originations. The Company typically sellsells a portion sometimes a significant portion, of our residential real estate mortgage originations tointo the secondary market, although ourmarket. The ratio of the sales of originations as a portion of ourto total originations have diminished somewhat in recent periods.tends to fluctuate from period to period based on market conditions.
Consumer Loans (Primarily Indirect Automobile Loans): These loans comprise approximately 31% of our loan portfolio. Throughout the past three years we did not experience any significant change in our level of charge-offs on these loans or in our overall average delinquency rate for automobile loans. Employment in our service area continues to expand modestly, and unemployment rates remain low, well off their post-crisis levels.



Liquidity and access to credit markets: WeThe Company did not experience any liquidity problems or special concerns during 2016,2019, nor during the prior two years. The terms of ourthe Company's lines of credit with our correspondent banks, the FHLBNY and the Federal Reserve Bank of New York, have not changed significantly in recent periods (see ourthe general liquidity discussion on page 47). In general, weHistorically, the Company has principally relyrelied on asset-based liquidity (i.e., funds in overnight investments and cash flow from maturing investments and loans) with liability-based liquidity as a secondary source. Oursource of funds (the main liability-based sources are an overnight borrowing arrangementsarrangement with our correspondent banks, an arrangement for overnight borrowing and term credit advances from the FHLBNY, and an additional arrangement for short-term advances at the Federal Reserve Bank discount window). We regularly perform aPeriodic liquidity stress testtests and periodically test ourtests of the contingent liquidity plan are performed to ensure that we can generate an adequate amount of available funds can be generated to meet a wide variety of potential liquidity crises, including a severe crisis.
Visa Class B Common Stock: We,Arrow's subsidiary bank, Glens Falls National, like other former Visa member banks, bearbears some indirect contingent liability for Visa's futuredirect liability on sucharising out of certain antitrust claims involving merchant discounts to the extent that Visa's liability might exceed the remainingamount funded in its litigation escrow amount. In lightaccount. On September 18, 2018, Visa issued a press release announcing that it and other defendants entered into a settlement agreement with class plaintiffs in the related litigation case, and it expects the damage class plaintiffs to file a motion for preliminary approval of the current state of covered litigation at Visa, whichsettlement with the court. If the settlement is winding down, as well as the substantial remaining dollar amounts in Visa's escrow fund, we determined thatapproved and the balance that Visa maintains in itsthe litigation escrow fundaccount is substantially sufficient to satisfy Visa's remaining direct liabilitycover the litigation claims and related expenses, Arrow could potentially realize a gain on the receipt of Visa Class A common stock. On September 27, 2019, Visa deposited $300 million into the litigation escrow account that was established pursuant to such claims without further resortVisa’s U.S. retrospective responsibility plan, which reduces the conversion rate of Class B shares to Class A shares. This did not have a significant effect on the contingent liabilitynumber of the former Visa member banks such as ours.Class B shares currently convertible to Class A shares by Glens Falls National. At December 31, 2016, the Company2019, Glens Falls National held 45,68627,771 shares of Visa Class B common stock. There continuestock, and utilizing the conversion ratio to be restrictions remaining on VisaClass A common stock at that time, these Class B shares held by us. We continuewould convert to 45,000 shares of Visa Class A common stock. Since the litigation settlement is not to recognizecertain, the Company has not recognized any economic value for these shares.


B. RESULTS OF OPERATIONS

The following analysis of net interest income, the provision for loan losses, noninterest income, noninterest expense and income taxes, highlights the factors that had the greatest impact on ourthe results of operations for December 31, 20162019 and the prior two years.

I. NET INTEREST INCOME (Tax-equivalent Basis)
Net interest income represents the difference between interest, dividends and fees earned on loans, securities and other earning assets and interest paid on deposits and other sources of funds.  Changes in net interest income result from changes in the level and mix of earning assets and sources of funds (volume) and changes in the yields earned and interest rates paid (rate). Net interest margin is the ratio of net interest income to average earning assets.  Net interest income may also be described as the product of average earning assets and the net interest margin.  As described in the section entitled Use of Non-GAAP Financial Measures on page 4 of this Report, for purposes of our presentation of Selected Financial Information in this Report, including in this Item 7, "Management's Discussion and Analysis of Financial Conditions and Results of Operations," we calculate net interest income on a tax-equivalent basis, producing a non-GAAP financial measure. For our 2016 adjustment, we used a marginal tax rate of 35%. See the discussion and calculation of our 2016 tax equivalent net interest income and net interest margin on page 4 of this Report.

CHANGE IN NET INTEREST INCOME
(Dollars In Thousands) (Tax-equivalent(GAAP Basis)

Years Ended December 31, Change From Prior YearYears Ended December 31, Change From Prior Year
      2015 to 2016 2014 to 2015      2018 to 2019 2017 to 2018
2016 2015 2014 Amount % Amount %2019 2018 2017 Amount % Amount %
Interest and Dividend Income$80,636
 $74,227
 $70,188
 $6,409
 8.6% $4,039
 5.8 %$109,759
 $96,503
 $84,657
 $13,256
 13.7% $11,846
 14.0%
Interest Expense5,356
 4,813
 5,767
 543
 11.3
 (954) (16.5)21,710
 12,485
 7,006
 9,225
 73.9% 5,479
 78.2%
Net Interest Income$75,280
 $69,414
 $64,421
 $5,866
 8.5
 $4,993
 7.8
$88,049
 $84,018
 $77,651
 $4,031
 4.8% $6,367
 8.2%

On a tax-equivalent basis, net
Net interest income was $75.3$88.0 million in 2016,2019, an increase of $5.9$4.0 million,, or 8.5%4.8%, from $69.4the $84.0 million in 2015.2018.  This compared to an increase of $5.0$6.4 million,, or 7.8%8.2%, from 20142017 to 2015.2018.  Factors contributing to the year-to-year changes in net interest income over the three-year period are discussed in the following portions of this Section B.I.



In the following table, net interest income components are presented on a tax-equivalent basis.  Changes between periods are attributed to movement in either the average daily balances or average rates for both earning assets and interest-bearing liabilities.  Changes attributable to both volume and rate have been allocated proportionately between the categories.

 2016 Compared to 2015 Change in Net Interest Income Due to: 2015 Compared to 2014 Change in Net Interest Income Due to:
Interest and Dividend Income:Volume Rate Total Volume Rate Total
Interest-Bearing Bank Balances$(26) $85
 $59
 $12
 $2
 $14
Investment Securities:           
Fully Taxable(199) 88
 (111) 428
 (337) 91
Exempt from Federal Taxes306
 91
 397
 (536) 731
 195
Loans6,808
 (744) 6,064
 5,455
 (1,716) 3,739
Total Interest and Dividend Income6,889
 (480) 6,409
 5,359
 (1,320) 4,039
Interest Expense:           
Deposits:           
Interest-Bearing Checking Accounts3
 
 3
 103
 (549) (446)
Savings Deposits86
 104
 190
 50
 (148) (98)
Time Deposits of $100,000 or More60
 37
 97
 (102) (312) (414)
Other Time Deposits(38) (46) (84) (170) (442) (612)
Total Deposits111
 95
 206
 (119) (1,451) (1,570)
Short-Term Borrowings182
 83
 265
 44
 17
 61
Long-Term Debt203
 (131) 72
 797
 (242) 555
Total Interest Expense496
 47
 543
 722
 (1,676) (954)
Net Interest Income$6,393
 $(527) $5,866
 $4,637
 $356
 $4,993



The following tabletables reflects the components of our net interest income, setting forth, for years ended December 31, 2016, 20152019, 2018 and 2014:2017: (i) average balances of assets, liabilities and stockholders' equity, (ii) interest and dividend income earned on earning assets and interest expense incurred on interest-bearing liabilities, (iii) average yields earned on earning assets and average rates paid on interest-bearing liabilities, (iv) the net interest spread (average yield less average cost) and (v) the net interest margin (yield) on earning assets. Interest income, net interest income and interest rate information is presented on a tax-equivalent basis, using a marginal tax rate of 35% (see the discussion under "Use of Non-GAAP Financial Measures" on page 4 of this Report).  The yield on securities available-for-sale is based on the amortized cost of the securities.  Nonaccrual loans are included in average loans.  

Average Consolidated Balance Sheets and Net Interest Income Analysis
(Tax-equivalent basis using a marginal tax rate of 35%)GAAP basis)
(Dollars in Thousands)
Years Ended:2016 2015 2014
   Interest Rate   Interest Rate   Interest Rate
 Average Income/ Earned/ Average Income/ Earned/ Average Income/ Earned/
 Balance Expense Paid Balance Expense Paid Balance Expense Paid
Interest-Bearing Deposits at
   Banks
$24,950
 $153
 0.61% $32,562
 $94
 0.29% $28,266
 $80
 0.28%
Investment Securities:                 
Fully Taxable420,885
 7,950
 1.89% 431,445
 8,061
 1.87% 408,989
 7,970
 1.95%
    Exempt from Federal
       Taxes
278,982
 9,187
 3.29% 269,667
 8,790
 3.26% 286,929
 8,595
 3.00%
Loans1,663,225
 63,346
 3.81% 1,484,766
 57,282
 3.86% 1,344,427
 53,543
 3.98%
Total Earning Assets2,388,042
 80,636
 3.38% 2,218,440
 74,227
 3.35% 2,068,611
 70,188
 3.39%
Allowance for Loan Losses(16,449)     (15,595)     (14,801)    
Cash and Due From Banks33,207
     31,007
     30,383
    
Other Assets108,845
     107,615
     106,287
    
Total Assets$2,513,645
     $2,341,467
     $2,190,480
    
Deposits:                 
Interest-Bearing Checking Accounts$912,461
 1,279
 0.14% $915,565
 1,276
 0.14% $861,457
 1,722
 0.20%
Savings Deposits616,208
 931
 0.15% 554,330
 741
 0.13% 521,595
 839
 0.16%
  Time Deposits of $100,000
    Or More
69,489
 453
 0.65% 59,967
 356
 0.59% 70,475
 770
 1.09%
Other Time Deposits129,084
 658
 0.51% 136,396
 742
 0.54% 158,592
 1,354
 0.85%
    Total Interest-
      Bearing Deposits
1,727,242
 3,321
 0.19% 1,666,258
 3,115
 0.19% 1,612,119
 4,685
 0.29%
Short-Term Borrowings94,109
 393
 0.42% 45,595
 128
 0.28% 29,166
 67
 0.23%
FHLBNY Term Advances and
   Other Long-Term Debt
75,000
 1,642
 2.19% 66,014
 1,570
 2.38% 34,000
 1,015
 2.99%
    Total Interest-
      Bearing Liabilities
1,896,351
 5,356
 0.28% 1,777,867
 4,813
 0.27% 1,675,285
 5,767
 0.34%
Demand Deposits366,956
     329,017
     290,922
    
Other Liabilities25,369
     26,566
     26,065
    
Total Liabilities2,288,676
     2,133,450
     1,992,272
    
Stockholders’ Equity224,969
     208,017
     198,208
    
    Total Liabilities and
      Stockholders’ Equity
$2,513,645
     $2,341,467
     $2,190,480
    
Net Interest Income
  (Tax-equivalent Basis)
  75,280
     69,414
     64,421
  
Reversal of Tax
  Equivalent Adjustment
  (3,721) 0.16%   (3,489) 0.16%   (3,327) 0.16%
Net Interest Income  $71,559
     $65,925
     $61,094
  
Net Interest Spread    3.10%     3.08%     3.05%
Net Interest Margin    3.15%     3.13%     3.11%



CHANGES IN NET INTEREST INCOME DUE TO RATE

YIELD ANALYSIS (Tax-equivalent basis)December 31,
 2016 2015 2014
Yield on Earning Assets3.38% 3.35% 3.39%
Cost of Interest-Bearing Liabilities0.28
 0.27
 0.34
Net Interest Spread3.10% 3.08% 3.05%
Net Interest Margin3.15% 3.13% 3.11%

Our increase in net interest income on a tax-equivalent basis (a non-GAAP measure, see discussion on p. 4) from 2015 to 2016 was $5.9 million, or 8.5%, which continued the trend of increasing net interest income experienced by us in 2015 and 2014. These increases were similar to increases in our average earning assets during the respective year aided in 2016 by a continued slight increase in our net interest margin.
During 2016, our net interest margin (NIM) increased two basis points, as our yield on earning assets increased more than our cost of interest bearing liabilities. Our NIM has continued to increase as we have repositioned our asset portfolio in favor of loans versus investment securities. While our continued loan growth has been the primary driver for maintaining a stable NIM for the past three years, our increased ratio of non-interest-bearing demand deposits to total deposits has helped limit the increase in our cost of funds. We can give no assurances regarding our NIM in 2017 or following periods, even though the Fed has raised short term rates in December of each of the last two years and has signaled the markets that additional rate increases are likely in 2017. We continue to believe that the Fed will be extremely cautious in following through on additional rate increases in future periods.
Our existing, higher-rate assets continue to mature and pay off at a faster pace than we originate new loans (at slightly higher rates) and purchase new investment securities (at slightly higher rates). As a result, we may continue to experience margin compression in upcoming periods, even if prevailing rates ascend slowly. In this light, no assurances can be given that our net interest income will increase in 2017 and subsequent periods, even if asset growth continues or increases, or that net earnings will continue to grow.

A discussion of the models we use in projecting the impact on net interest income resulting from possible changes in interest rates vis-à-vis the repricing patterns of our earning assets and interest-bearing liabilities is included later in this report under Item 7.A., "Quantitative and Qualitative Disclosures About Market Risk."

CHANGES IN NET INTEREST INCOME DUE TO VOLUME
AVERAGE BALANCES
(Dollars In Thousands)
 Years Ended December 31, Change From Prior Year
       2015 to 2016 2014 to 2015
 2016 2015 2014 Amount % Amount %
Earning Assets$2,388,042
 $2,218,440
 $2,068,611
 $169,602
 7.6% $149,829
 7.2%
Interest-Bearing Liabilities1,896,351
 1,777,867
 1,675,285
 118,484
 6.7
 102,582
 6.1
Demand Deposits366,956
 329,017
 290,922
 37,939
 11.5
 38,095
 13.1
Total Assets2,513,645
 2,341,467
 2,190,480
 172,178
 7.4
 150,987
 6.9
Earning Assets to Total Assets95.00% 94.75% 94.44%        

2016Compared to2015: In general, an increase in average earning assets has a positive impact on net interest income. For 2016, average earning assets increased $169.6 million or 7.6% over 2015, while average interest-bearing liabilities increased $118.5 million, or 6.7%, and non-interest bearing demand deposits increased $37.9 million or 11.5%.  The growth in our net earning assets and demand deposits were the primary factors in the $5.9 million, or 7.8%, increase in our net interest income in 2016 (on a tax-equivalent basis).
An underlying factor in our net asset growth in 2016, and the resulting increase in our net interest income, was a positive change in the mix of our earning assets. The $169.6 million increase in average earning assets from 2015 to 2016 resulted from the average balance of our securities portfolio remaining virtually unchanged, while the average balance of our total loans increased substantially.  Within the loan portfolio, our three principal segments are residential real estate loans, automobile loans (primarily through our indirect lending program) and commercial loans. We continued to sell a portion of our residential real estate loan originations into the secondary market in 2016, approximately 16% of our originations. Additionally, we originated a higher volume of residential mortgages in 2016 than in the prior two years and as a result, we experienced a significant increase in the average balance of this segment of the portfolio in 2016. The average balance of our automobile loan portfolio also increased in 2016, reflecting continuing strong demand in automobile sales and our determination to remain competitive on our pricing of these loans with respect to other commercial banks (although we remained at a disadvantage compared to the subsidized, below-market loan rates offered by the financing affiliates of the automobile manufacturers). Our commercial and commercial real estate loan portfolio also experienced growth during 2016.
The $118.5 million increase in average interest-bearing liabilities during 2016 was primarily attributable to an increase in deposits from our existing branch network and secondarily to a $41 million increase in our FHLBNY advances.


2015 Compared to 2014:For 2015, average earning assets increased $149.8 million or 7.2% over 2014, while average interest-bearing liabilities increased $102.6 million, or 6.1%.  The growth in our net earning assets was the primary factor in the $4.7 million, or 7.2%, increase in our net interest income in 2015 (on a tax-equivalent basis).
An underlying factor in our net asset growth in 2015, and the resulting increase in our net interest income, was a positive change in the mix of our earning assets. The $149.8 million increase in average earning assets from 2014 to 2015 resulted from a slight increase in the average balance of our securities portfolio, while the average balance of our total loans increased substantially.  Within the loan portfolio, our three principal segments are residential real estate loans, automobile loans (primarily through our indirect lending program) and commercial loans. We sold a portion of our residential real estate loan originations into the secondary market in 2015, but such sales were a significantly smaller percentage of our originations than in either of the prior two years. Additionally, we originated a higher volume of residential mortgages in 2015 than in the prior two years. As a result, we experienced a significant increase in the average balance of this segment of the portfolio in 2015. The average balance of our automobile loan portfolio also increased in 2015, reflecting continuing strong demand in automobile sales and our determination to remain competitive on our pricing of these loans with respect to other commercial banks (although we remained at a disadvantage compared to the subsidized, below-market loan rates offered by the financing affiliates of the automobile manufacturers). Our commercial and commercial real estate loan portfolio also experienced growth during 2015.
The $102.6 million increase in average interest-bearing liabilities during 2015 was primarily attributable to an increase in deposits from our existing branch network and secondarily to a $49 million increase in our FHLBNY advances.
Years Ended:2019 2018 2017
   Interest Rate   Interest Rate   Interest Rate
 Average Income/ Earned/ Average Income/ Earned/ Average Income/ Earned/
 Balance Expense Paid Balance Expense Paid Balance Expense Paid
Interest-Bearing Deposits at Banks$26,816
 $722
 2.69% $30,475
 $711
 2.33% $25,573
 $348
 1.36%
 Investment Securities:                 
   Fully Taxable357,669
 8,883
 2.48% 382,703
 8,582
 2.24% 390,641
 7,884
 2.02%
   Exempt from Federal
   Taxes
223,130
 4,687
 2.10% 258,407
 5,563
 2.15% 288,655
 6,223
 2.16%
Loans2,283,707
 95,467
 4.18% 2,062,575
 81,647
 3.96% 1,862,247
 70,202
 3.77%
 Total Earning Assets2,891,322
 109,759
 3.80% 2,734,160
 96,503
 3.53% 2,567,116
 84,657
 3.30%
Allowance for Loan Losses(20,477)     (19,278)     (17,303)    
Cash and Due From Banks34,963
     36,360
     36,175
    
Other Assets122,220
     104,511
     107,958
    
 Total Assets$3,028,028
     $2,855,753
     $2,693,946
    
Deposits:                 
   Interest-Bearing Checking
   Accounts
$727,857
 1,985
 0.27% $849,626
 1,618
 0.19% $907,113
 1,510
 0.17%
  Savings Deposits910,840
 8,399
 0.92% 753,198
 3,457
 0.46% 685,782
 1,371
 0.20%
  Time Deposits of $250,000
  Or More
95,932
 1,932
 2.01% 78,159
 1,183
 1.51% 32,089
 282
 0.88%
  Other Time Deposits259,636
 4,224
 1.63% 173,151
 1,420
 0.82% 165,778
 950
 0.57%
    Total Interest-Bearing
    Deposits
1,994,265
 16,540
 0.83% 1,854,134
 7,678
 0.41% 1,790,762
 4,113
 0.23%
Short-Term Borrowings191,258
 3,437
 1.80% 192,050
 2,980
 1.55% 140,813
 1,148
 0.82%
FHLBNY Term Advances
and Other Long-Term Debt
52,288
 1,634
 3.13% 66,918
 1,827
 2.73% 75,000
 1,745
 2.33%
Finance Leases4,131
 99
 2.40% 
 
   
 
  
  Total Interest-
  Bearing Liabilities
2,241,942
 21,710
 0.97% 2,113,102
 12,485
 0.59% 2,006,575
 7,006
 0.35%
Demand Deposits472,517
     460,355
     421,061
    
Other Liabilities28,929
     22,461
     24,844
    
 Total Liabilities2,743,388
     2,595,918
     2,452,480
    
Stockholders’ Equity284,640
     259,835
     241,466
    
 Total Liabilities and
 Stockholders’ Equity
$3,028,028
     $2,855,753
     $2,693,946
    
Net Interest Income  $88,049
     $84,018
     $77,651  
Net Interest Spread    2.83%     2.94%     2.95%
Net Interest Margin    3.05%     3.07%     3.02%












Changes between periods are attributed to movement in either the average daily balances or average rates for both earning assets and interest-bearing liabilities.  Changes attributable to both volume and rate have been allocated proportionately between the categories.

Net Interest Income Rate and Volume Analysis
(Dollars in Thousands) (GAAP basis)
 2019 Compared to 2018 Change in Net Interest Income Due to: 2018 Compared to 2017 Change in Net Interest Income Due to:
Interest and Dividend Income:Volume Rate Total Volume Rate Total
Interest-Bearing Bank Balances$(91) $102
 $11
 $118
 $245
 $363
Investment Securities:           
Fully Taxable(584) 885
 301
 (161) 859
 698
Exempt from Federal Taxes(744) (132) (876) (631) (29) (660)
Loans9,076
 4,744
 13,820
 7,659
 3,786
 11,445
Total Interest and Dividend Income7,657
 5,599
 13,256
 6,985
 4,861
 11,846
Interest Expense:           
Deposits:           
Interest-Bearing Checking Accounts(257) 624
 367
 (102) 210
 108
Savings Deposits849
 4,093
 4,942
 147
 1,939
 2,086
Time Deposits of $250,000 or More305
 444
 749
 599
 302
 901
Other Time Deposits944
 1,860
 2,804
 44
 426
 470
Total Deposits1,841
 7,021
 8,862
 688
 2,877
 3,565
Short-Term Borrowings(12) 469
 457
 529
 1,303
 1,832
Long-Term Debt(434) 241
 (193) (201) 283
 82
Finance Leases99
 
 99
 
 
 
Total Interest Expense1,494
 7,731
 9,225
 1,016
 4,463
 5,479
Net Interest Income$6,163
 $(2,132) $4,031
 $5,969
 $398
 $6,367
NET INTEREST MARGIN


YIELD ANALYSIS (GAAP Basis)December 31,
 2019 2018 2017
Yield on Earning Assets3.80% 3.53% 3.30%
Cost of Interest-Bearing Liabilities0.97% 0.59% 0.35%
Net Interest Spread2.83% 2.94% 2.95%
Net Interest Margin3.05% 3.07% 3.02%
Arrow's earnings are derived predominantly from net interest income, which is interest income, net of interest expense. Changes in balance sheet composition, including interest-earning assets, deposits, and borrowings, combined with changes in market interest rates, impact net interest income. Net interest margin is net interest income divided by average interest-earning assets. Interest-earning assets and funding sources are managed, including noninterest and interest-bearing liabilities, in order to maximize this margin.
2019 Compared to 2018: Net interest income increased $4.0 million, or 4.8%, to $88 million for the year ended December 31, 2019 from $84.0 million for the same period in 2018. The net interest margin was 3.05% for the year ended December 31, 2019 as compared to 3.07% for the same period in 2018.
Interest income from loans increased $14.0 million, or 16.9%, to $95.5 million for the year ended December 31, 2019 from $81.6 million for the same period in 2018. Loan growth was the largest driver of higher interest income. Average loan balances increased by $221.1 million, a 10.7% increase over 2018 average balances. Within the loan portfolio, the three principal segments are residential real estate loans, consumer loans (primarily through the indirect automobile lending program) and commercial loans. In 2019, the Company originated a higher volume of residential mortgages than in the previous year, and due to favorable market conditions, sold a larger volume of these loans to the secondary market. The average balance of the consumer loan portfolio increased significantly in 2019, reflecting continuing strong automobile sales, competitive pricing and an expanding network of dealers. The commercial and commercial real estate loan portfolio also experienced growth during 2019.
Interest income on investment securities and interest-bearing deposits at banks (cash) decreased $0.6 million, or 3.8%, between the years ended December 31, 2019 and December 31, 2018. The decline is primarily due to the decrease in the investment


portfolio reflecting the strategy to reallocate earning assets from investment securities to higher yielding loans to maximize earning asset yields.
The net interest margin benefited from the shift in the earning asset mix summarized above, as average balances on loans increased and the average balances on investment securities decreased in 2019 when compared to 2018.
Total interest expense on interest-bearing liabilities increased $9.2 million, or 73.9%, to $21.7 million for the year ended December 31, 2019 from $12.5 million for the year ended December 31, 2018. Interest expense on deposits increased by $8.9 million, while interest expense on borrowings increased by $0.3 million. The increase of interest expense within deposits is due to growth in the average balance of interest-bearing deposits of $140.1 million, including the acquisition of $80 million in brokered time deposits with more favorable rates as compared to wholesale borrowing, as well as higher market rates on savings and time deposit accounts. The average balance of all borrowings, including both short-term borrowings and FHLBNY term advances, decreased by $15.4 million in 2019.

2018 Compared to 2017: Net interest income increased $6.4 million, or 8.2%, to $84 million for the year ended December 31, 2018 from $77.7 million for the same period in 2017. The net interest margin was 3.07% for the year ended December 31, 2018 as compared to 3.02% for the same period in 2017.
Interest income from loans increased $11.4 million, or 16.3%, to $81.6 million for the year ended December 31, 2018 from $70.2 million for the same period in 2017. Average loan balances increased by $200.3 million, a 10.8% increase over 2017 average balances.
Interest income on investment securities and interest-bearing deposits at banks (cash) increased $0.4 million, or 2.8%, between the years ended December 31, 2018 and December 31, 2017. In 2018, the combined average balance of investment securities and cash was $33.3 million, or 4.7%, lower than 2017.



II. PROVISION FOR LOAN LOSSES AND ALLOWANCE FOR LOAN LOSSES

We consider ourArrow considers the accounting policy relating to the allowance for loan losses to be a critical accounting policy, given the uncertainty involved in evaluating the level of the allowance required to cover credit losses inherent in the loan portfolio, and the material effect that such judgments may have on ourthe results of operations.  We recorded a $2.0 millionThe provision for loan losses for 2016,2019 was $2.1 million, compared to the $1.3$2.6 million provision for 2015.2018.  The level of the 20162019 provision was impacted primarily by the significant growth in loan balances and the decline in nonperforming loans during 2016. Our2019. The analysis of the method we employemployed for determining the amount of the loan loss provision is explained in detail in Notes 2, Summary of Significant Accounting Policies, and 5, Loans,to the audited financial statements.notes to the Consolidated Financial Statements.

SUMMARY OF THE ALLOWANCE AND PROVISION FOR LOAN LOSSES
(Dollars In Thousands) (Loans, Net of Unearned Income)

Years-Ended December 31,2016 2015 2014 2013 20122019 2018 2017 2016 2015
Period-End Loans$1,753,268
 $1,573,952
 $1,413,268
 $1,266,472
 $1,172,341
$2,386,120
 $2,196,215
 $1,950,770
 $1,753,268
 $1,573,952
Average Loans1,663,225
 1,484,766
 1,344,427
 1,208,954
 1,147,286
2,283,707
 2,062,575
 1,862,247
 1,663,225
 1,484,766
Period-End Assets2,605,242
 2,446,188
 2,217,420
 2,163,698
 2,022,796
3,184,275
 2,988,334
 2,760,465
 2,605,242
 2,446,188
Nonperforming Assets, at Period-End:                  
Nonaccrual Loans:                  
Commercial Loans81
 403
 588
 155
 387
Commercial Real Estate875
 2,402
 2,071
 2,048
 2,026
326
 789
 1,530
 875
 2,402
Commercial Loans155
 387
 473
 352
 1,787
Consumer Loans663
 658
 653
 589
 449
Residential Real Estate Loans2,574
 3,195
 3,940
 3,860
 2,400
2,935
 2,309
 2,755
 2,574
 3,195
Consumer Loans589
 449
 415
 219
 420
Total Nonaccrual Loans4,193
 6,433
 6,899
 6,479
 6,633
4,005
 4,159
 5,526
 4,193
 6,433
Loans Past Due 90 or More Days and                  
Still Accruing Interest1,201
 187
 537
 652
 920
253
 1,225
 319
 1,201
 187
Restructured106
 286
 333
 641
 483
143
 138
 105
 106
 286
Total Nonperforming Loans5,500
 6,906
 7,769
 7,772
 8,036
4,401
 5,522
 5,950
 5,500
 6,906
Repossessed Assets101
 140
 81
 63
 64
139
 130
 109
 101
 140
Other Real Estate Owned1,585
 1,878
 312
 81
 970
1,122
 1,130
 1,738
 1,585
 1,878
Total Nonperforming Assets$7,186
 $8,924
 $8,162
 $7,916
 $9,070
$5,662
 $6,782
 $7,797
 $7,186
 $8,924
Allowance for Loan Losses:                  
Balance at Beginning of Period$16,038
 $15,570
 $14,434
 $15,298
 $15,003
$20,196
 $18,586
 $17,012
 $16,038
 $15,570
Loans Charged-off:                  
Commercial Loans(97) (62) (212) (926) (90)(12) (153) (2) (97) (62)
Real Estate - Commercial(195) (7) 
 (11) (206)
Real Estate - Residential(107) (326) (91) (15) (33)
Commercial Real Estate(29) (17) (380) (195) (7)
Consumer Loans(871) (711) (718) (459) (453)(1,603) (1,246) (1,101) (871) (711)
Residential Real Estate Loans(91) (116) (76) (107) (326)
Total Loans Charged-off(1,270) (1,106) (1,021) (1,411) (782)(1,735) (1,532) (1,559) (1,270) (1,106)
Recoveries of Loans Previously Charged-off:                  
Commercial Loans23
 33
 86
 88
 23
1
 3
 8
 23
 33
Real Estate – Commercial
 
 
 
 
Real Estate – Residential6
 
 
 
 
Commercial Real Estate
 12
 
 
 
Consumer Loans182
 194
 223
 259
 209
646
 520
 389
 182
 194
Residential Real Estate Loans
 
 
 6
 
Total Recoveries of Loans Previously Charged-off211
 227
 309
 347
 232
647
 535
 397
 211
 227
Net Loans Charged-off(1,059) (879) (712) (1,064) (550)(1,088) (997) (1,162) (1,059) (879)
Provision for Loan Losses                  
Charged to Expense2,033
 1,347
 1,848
 200
 845
2,079
 2,607
 2,736
 2,033
 1,347
Balance at End of Period$17,012
 $16,038
 $15,570
 $14,434
 $15,298
$21,187
 $20,196
 $18,586
 $17,012
 $16,038
Asset Quality Ratios:                  
Net Charge-offs to Average Loans0.06% 0.06% 0.05% 0.09% 0.05%0.05% 0.05% 0.06% 0.06% 0.06%
Provision for Loan Losses to Average Loans0.12% 0.09% 0.14% 0.02% 0.07%0.09% 0.13% 0.15% 0.12% 0.09%
Allowance for Loan Losses to Period-end Loans0.97% 1.02% 1.10% 1.14% 1.30%0.89% 0.92% 0.95% 0.97% 1.02%
Allowance for Loan Losses to Nonperforming Loans309.31% 232.24% 200.41% 185.71% 190.37%481.41% 365.74% 312.37% 309.31% 232.24%
Nonperforming Loans to Period-end Loans0.31% 0.44% 0.55% 0.61% 0.69%0.18% 0.25% 0.31% 0.31% 0.44%
Nonperforming Assets to Period-end Assets0.28% 0.36% 0.37% 0.37% 0.45%0.18% 0.23% 0.28% 0.28% 0.36%


ALLOCATION OF THE ALLOWANCE FOR LOAN LOSSES
(Dollars in Thousands)

2016 2015 2014 2013 20122019 2018 2017 2016 2015
Commercial Loans$1,017
 $1,827
 $2,382
 $2,303
 $2,945
$1,386
 $1,218
 $1,873
 $1,017
 $1,827
Real Estate-Commercial5,677
 4,520
 3,846
 3,545
 3,050
Real Estate-Residential4,198
 3,790
 3,369
 3,026
 3,405
Commercial Real Estate5,830
 5,644
 4,504
 5,677
 4,520
Consumer Loans6,120
 5,554
 5,210
 4,478
 4,840
9,408
 8,882
 7,604
 6,120
 5,554
Residential Real Estate Loans4,563
 4,452
 4,605
 4,198
 3,790
Unallocated
 347
 763
 1,082
 1,058

 
 
 
 347
Total$17,012
 $16,038
 $15,570
 $14,434
 $15,298
$21,187
 $20,196
 $18,586
 $17,012
 $16,038

The allowance for loan losses increased to $17.0$21.2 million at year-end 20162019 from $16.0$20.2 million at year-end 2015,2018, an increase of 6.1%4.9%. However, the loan portfolio increased at an even faster rate during 20162019 (the portfolio at year-end 20162019 was up by 11.4%8.6% compared to year-end 2015)2018), with the result that the allowance for loan losses as a percentage of period-end total loans declined to 0.97%0.89% at year-end 20162019 from 1.02%0.92% at year-end 2015,2018, a decrease of 4.90%3.26%.
A variety of factors were considered in evaluating the adequacy of the allowance for loan losses at December 31, 20162019 and the provision for loan losses for the year, including:

Factors leading to an increase in the provision for loan losses:
Loan growth in all three major portfolio segments (commercial, automobile and residential real estate)
A smallAn increase in classified constructionqualitative factors for commercial and commercial real estate loans
A slight increase in the historical loss factor for commercial real estate and automobile loans
Modest increases in the qualitative factors for automobile and other consumer loans
Factors leading to a decrease in the provision for loan losses:
A slight decrease in the historicalqualitative loss factorfactors for commercialconsumer and residential real estate loans
A general decrease in most qualitative factors for certain loan segments, primarily for the commercial loan segment (related to the nature and volume of the portfoliocriticized commercial and loan terms), but also for the residentialcommercial real estate loan segment (related to a general improvement in collateral values).loans

See Note 5, Loans, to our audited financial statementsthe notes to the Consolidated Financial Statements for a complete list of all the factors used to calculate the provision for loan losses, including the factors that did not change during the year.
Most of ourthe adversely classified loans (special mention and substandard - see ourthe definition for these classifications in Note 5, Loans, to our audited financial statements)the notes to the Consolidated Financial Statements) continued to perform under their contractual terms. The decrease in nonaccrual and impaired loans from 2015 to 2016 was primarily due to just two loans: one transferred to other real estate owned, and one that paid-off during 2016.

III. NONINTEREST INCOME
The majority of ourthe noninterest income constitutes fee income from services, principally fees and commissions from fiduciary services, deposit account service charges, insurance commissions, net gains (losses) on securities transactions and other recurring fee income.

ANALYSIS OF NONINTEREST INCOME
(Dollars In Thousands)
Years Ended December 31, Change From Prior YearYears Ended December 31, Change From Prior Year
      2015 to 2016 2014 to 2015      2018 to 2019 2017 to 2018
2016 2015 2014 Amount  % Amount  %2019 2018 2017 Amount  % Amount  %
Income from Fiduciary Activities$7,783
 $7,762
 $7,468
 $21
 0.3 % $294
 3.9 %$8,809
 $9,255
 $8,417
 $(446) (4.8)% $838
 10.0 %
Fees for Other Services to Customers9,469
 9,220
 9,261
 249
 2.7
 (41) (0.4)10,176
 10,134
 9,591
 42
 0.4 % 543
 5.7 %
Insurance Commissions8,668
 8,967
 9,455
 (299) (3.3) (488) (5.2)7,182
 7,888
 8,612
 (706) (9.0)% (724) (8.4)%
Net (Loss) Gain on Securities Transactions(22) 129
 110
 (151) (117.1) 19
 17.3
Net Gain (Loss) on Securities289
 213
 (448) 76
 35.7 % 661
 (147.5)%
Net Gain on Sales of Loans821
 692
 784
 129
 18.6
 (92) (11.7)622
 135
 546
 487
 360.7 % (411) (75.3)%
Other Operating Income1,113
 1,354
 1,238
 (241) (17.8) 116
 9.4
1,477
 1,324
 927
 153
 11.6 % 397
 42.8 %
Total Noninterest Income$27,832
 $28,124
 $28,316
 $(292) (1.0) $(192) (0.7)$28,555
 $28,949
 $27,645
 $(394) (1.4)% $1,304
 4.7 %

20162019 Compared to 2015:2018:  Total noninterest income in 20162019 was $27.8$28.6 million, a decrease of $292$394 thousand, or 1.0%1.4%, from total noninterest income of $28.1$28.9 million for 2015. Sales of securities resulted in a loss of $22 thousand in 2016 compared to a gain of $129 thousand in 2015, a net decrease of $151 thousand. Net gains on the sales of loans increased in 2016 to $821 thousand, from $692 thousand in 2015, an increase of $129 thousand, or 18.6%.2018. Income from fiduciary activities increaseddecreased from 20152018 to 2016,2019 by $21$446 thousand and insurance commissions decreased by $299 thousand, or 3.3% from 2015due to 2016, and other operatingnonrecurring fee income decreased by $241 thousand, or 17.8% betweenrelated to the two years.


settlement of estates which occurred in 2018. The strong equity market did favorably influence current year revenue. Assets under trust administration and investment management at December 31, 20162019 were $1.301$1.54 billion, an increase of $68.5$157.9 million, or 5.6%11.4%, from the prior year-end balance of $1.233$1.39 billion.  Income from fiduciary services for 2016 increased by $21 thousand, or 0.3% above the total for 2015. Much of the increase in balance of assets under trust administration and investment management was attributable to activity late in the third quarter, primarily in response to market performance. In addition, a significant portion of the current year's growth was derived from increased custodial accounts which are business lines that generate lower fee income as a percentage of assets under management.
Fees for other services to customers (primarily service charges on deposit accounts, revenues related to the sale of mutual funds to our customers by third party providers, income from debit card transactions, and servicing income on sold loans) were $8.5$10.2 million for 2016, an increase of $249 thousand, or 2.7%, from 2015. The principal cause of the increase was an increase in income from debit card transactions, offset in part by a decline in fee income from service changes on deposit accounts and overdraft fee income. In 2011, VISA reduced its debit interchange rates2019, flat as compared to comply with new Debit Charges Regulatory Requirements issued by the Federal Reserve Board. In subsequent years, this reduced rate structure imposed on large banks has resulted in smaller banks like ours reducing rates as well, for competitive reasons, which has negatively impacted our fee income. However, debit card usage by our customers continues to grow, which has had (and if such growth persists, will continue to have) a positive impact on our debit card fee income that in most subsequent periods has largely offset or more than offset the negative impact of lower rates.2018.
Noninterest income from insuranceInsurance commissions decreased by $299$706 thousand,, or 3.3%, between9.0% from 2018 to 2019. The reduction in commissions is due in large part to a runoff of commercial clients directly related to the two periods. This net decrease was primarily attributable to our sale in October 2015departure of a specialty line of insurance business previously maintained by one of our insuranceformer account executives and an agency subsidiaries, specifically, insurance services to out-of-market amateur sports management associations (see "Sale of Loomis Agency" below) which was partially offset by an increaseprincipal who all remain active in the contingent annual payments we receive basedbusiness.



Net gain on securities in 2019 was the loss experience of our property and casualty insurance clients. We expect that income from insurance commissions will continue to constitute a significant and stable source of noninterest income for us in upcoming periods. We may continuechange in the future to expand our market profile in this linefair value of business, including through suitable acquisitions, if favorable opportunities should arise.equity investments of $289 thousand.
Net gains on the sales of loans amountedincreased in 2019 to $821$622 thousand, during 2016from $135 thousand in 2018, an increase of $129$487 thousand, or 18.6% over the 2015 level. This reflects a similar percentage360.7% due to favorable market conditions leading to an increase in total loans sold between the two years, which increased from $21.1 million in 2015 to $25.0 million in 2016, an 18.7% increase.loan sale volume. The rate at which we sell mortgage loan originations are sold in future periods will depend on various circumstances, including prevailing mortgage rates, other lending opportunities, capital and liquidity needs, and the ready availability of a market for such sales.  We areThe Company is unable to predict what ourthe retention rate of such loans in future periods may be, although our retention rates have increased in each of the last 3 years, as the long-term decline in mortgage rates has bottomed out and rates have stabilized. Webe. Servicing rights are generally retain servicing rightsretained for loans originated and sold, by us, which also generates additional noninterest income in subsequent periods (fees for other services to customers).
Other operating income includes net gains onincreased by $153 thousand, or 11.6% between the saletwo years mainly due to the fees received as part of other real estate ownedinterest rate swap agreements offset by the charges related to the disposal of fixed assets as well as other miscellaneous revenues, which tendpart of the strategy to fluctuate from year to year.  the optimize the existing branch network.

20152018 Compared to 2014:2017: Total noninterest income in 20152018 was $28.1$28.9 million, a decreasean increase of $192 thousand,$1.3 million, or 0.7%4.7%, from total noninterest income of $28.3$27.6 million for 2014. Net gains on the sales of securities increased in 2015 to $129 thousand from $110 thousand in 2014, a net increase of $19 thousand or 17.3%, and net gains on the sales of loans decreased in 2015 to $692 thousand, from $784 thousand in 2014, a decrease of $92 thousand, or 11.7%.2017. Income from fiduciary activities and other operating income both increased from 20142017 to 2015,2018 by $294$838 thousand and $116 thousand, respectively, while insurance commissions, net gains ondue to nonrecurring fee income related to the salesettlement of loans andestates as well as an increase in wealth management fees for other servicesrelated to customers decreased from 2014 to 2015, by $488 thousand, $92 thousand and $41 thousand, respectively.
Assets under trust administration and investment management at December 31, 2015 were $1.233 billion, up from the prior year-end balance of $1.227 billion.  Largelyportfolio valuation as a result of such increase our income from fiduciary services for 2015 increased by $294 thousand, or 3.9%, above the total for 2014. A significant portion of our fiduciary fees is indexed to the dollar amount of assets under administration. Any significant downturnperformance in the U.S. stock or bond markets in future periods would likely have a corresponding negative impact on our income from fiduciary activities.equity market.
Fees for other services to customers (primarily service charges on deposit accounts, revenues related to the sale of mutual funds to our customers by third party providers, income from debit card transactions, and servicing income on sold loans) were $9.2$10.1 million for 2015, a decrease2018, an increase of $41$543 thousand, or .4%5.7%, from 2014. The principal cause of the decrease was decline in fee income from service charges on deposit accounts and overdraft fee income, offset in part by an increase in income from debit card transactions. Debit card usage by our customers continues to grow, which has had a positive impact on our debit card fee income.2017.
Noninterest income from insuranceInsurance commissions decreased by $488$724 thousand, or 5.2%, between the two periods. The decrease was primarily attributable8.4% from 2017 to a change in the contingent annual payments we receive based on the loss experience of our customers, and to a lesser extent by our sale, in October 2015, of a specialty line of insurance business previously maintained by one of our insurance agency subsidiaries, specifically, insurance services to out-of-market amateur sports management associations. See "Sale of Loomis Agency", below. We expect that income from insurance commissions will continue to constitute a significant and stable source of noninterest income for us in upcoming periods. We may continue in the future to expand our market profile in this line of business, including through suitable acquisitions, if favorable opportunities should arise.2018.

As noted above, our net gains on sales of loans decreased significantly, by 11.7%, between 2014 and 2015. Moreover, because our total mortgage loan originations increased significantly between the two years, loan sales as a percentage of our total originations decreased by an even higher percentage between the two years. Correspondingly, our retention rate of originations increased between 2014 and 2015.
Other operating income includes net gains on the sale of other real estate owned as well as other miscellaneous revenues, which tend to fluctuate from year to year.  Included in other operating income for 2015 were a net gain on the sale of one of our


insurance agency subsidiaries ($204 thousand) and net gains recognized in our investment in limited partnerships ($260 thousand), offset in part, by the write-down of a bank-owned property ($404 thousand), which we transferred into other real estate owned and held for sale in the fourth quarter of 2015.I
Sale of Loomis Agency. In October 2015 we sold 100% of the stock of one of our wholly-owned subsidiary insurance agencies, Loomis and LaPann ("Loomis"), to a local insurance agency headquartered in Glens Falls, NY. Historically, Loomis specialized in servicing sports accident and health insurance needs of customers primarily located outside of New York State, and in addition sold property and casualty insurance in our local market area. Before selling Loomis, we transferred most of its property and casualty insurance accounts to another of our subsidiary insurance agencies.

IV. NONINTEREST EXPENSE
Noninterest expense is the measure of the delivery cost of services, products and business activities of a company.  The key components of noninterest expense are presented in the following table.

ANALYSIS OF NONINTEREST EXPENSE
(Dollars In Thousands)
Years Ended December 31, Change From Prior YearYears Ended December 31, Change From Prior Year
      2015 to 2016 2014 to 2015      2018 to 2019 2017 to 2018
2016 2015 2014 Amount % Amount %2019 2018 2017 Amount % Amount %
Salaries and Employee Benefits$34,330
 $33,064
 $30,941
 $1,266
 3.8 % $2,123
 6.9 %$38,402
 $38,788
 $37,677
 $(386) (1.0)% $1,111
 2.9 %
Occupancy Expense of Premises, Net4,983
 5,005
 4,898
 (22) (0.4) 107
 2.2
Furniture and Equipment Expense4,419
 4,262
 4,092
 157
 3.7
 170
 4.2
Occupancy Expenses, Net5,407
 5,026
 4,911
 381
 7.6 % 115
 2.3 %
Technology and Equipment Expense13,054
 11,284
 10,474
 1,770
 15.7 % 810
 7.7 %
FDIC Regular Assessment1,076
 1,186
 1,117
 (110) (9.3) 69
 6.2
157
 881
 891
 (724) (82.2)% (10) (1.1)%
Amortization of Intangible Assets297
 327
 387
 (30) (9.2) (60) (15.5)245
 262
 279
 (17) (6.5)% (17) (6.1)%
Other Operating Expense14,504
 13,586
 12,593
 918
 6.8
 993
 7.9
10,185
 8,814
 8,473
 1,371
 15.6 % 341
 4.0 %
Total Noninterest Expense$59,609
 $57,430
 $54,028
 $2,179
 3.8
 $3,402
 6.3
$67,450
 $65,055
 $62,705
 $2,395
 3.7 % $2,350
 3.7 %
Efficiency Ratio57.51% 58.62% 57.91% (1.11)% (1.9) 0.71% 1.2
57.09% 56.60% 56.96% 0.49% 0.9 % (0.36)% (0.6)%

20162019 compared to 2015:2018:  Noninterest expense for 20162019 amounted to $59.6$67.5 million, an increase of $2.2$2.4 million, or 3.8%3.7%, from 2015.2018.  For 2016, our2019, the efficiency ratio was 57.51%57.09%. This ratio, which is a commonly used non-GAAP financial measure in the banking industry, is a comparative measure of a financial institution's operating efficiency. The efficiency ratio (a ratio where lower is better), as we define it,defined by the Company, is the ratio of operating noninterest expense (excluding intangible asset amortization and any FHLB prepayment penalties)amortization) to net interest income (on a tax-equivalent basis) plus operating noninterest income (excluding net securities gains or losses). See the discussion of the efficiency ratio on page 4 of this Report under the heading “Use of Non-GAAP Financial Measures.” OurArrow's efficiency ratios in recent periods compared favorably to the ratios of ourthe peer group. For the nine month periodquarter ended September 30, 2016, our2019, the peer group ratio (as calculated by the Federal Reserve Bank's most recently available report) was 67.14%61.24%, compared to ourthe Company's ratio for such period (not adjusted) of 57.15%58.29%.
Salaries and employee benefits expense, which typically represents between 55% and 60% of total noninterest expense, increased by $1.3 million, or 3.8%, from 2015remained flat as compared to 2016. The net increase reflects a 2.9% increase in employee benefits, including increases in expenses related to our defined benefit pension and post retirement plans, health benefit plans and incentive compensation plans. Salary expenses increased by 4.2% and were attributable to increased staffing levels as we expanded in our southern market area and to normal salary increases.the previous year.
Occupancy expense remained consistent while furnitureTechnology and equipment expensesexpense have increased modestly from 2015the prior year as many initiatives have been completed as part of the long-term strategy to 2016. The increase in equipment expense was primarily attributable to increased data processing costs.enhance customer experiences including online loan payments, business banking and more.
Other operating expense increased $918.0 thousand,$1.4 million, or 6.8%15.6%, from 2015. This2018. The increase was primarily the result of an increase ina service cost reclassification of pension costs related to required disaggregation of the service cost component of providing our customers with a wide and more complex variety of electronic banking products and services.pension cost under ASU 2017-07.

20152018 compared to 2014:2017:  Noninterest expense for 20152018 amounted to $57.4$65.1 million, an increase of $3.4$2.4 million, or 6.3%3.7%, from 2014.2017.  For 2015, our2018, the efficiency ratio was 58.09%. This ratio, which is a commonly used non-GAAP financial measure in the banking industry, is a comparative measure of a financial institution's operating efficiency. See the discussion of the efficiency ratio on page 4 of this Report under the heading “Use of Non-GAAP Financial Measures” and in the current period paragraph above. For the nine-month period ended September 30, 2015, our peer group ratio (as calculated by the Federal Reserve Bank's most recently available report) was 68.6%, compared to our ratio for such period (not adjusted) of 58.4%56.60%.
Salaries and employee benefits expense which typically represents between 55% and 60% of total noninterest expense, increased by $2.1$1.1 million, or 6.9%2.9%, from 20142017 to 2015. The net increase reflects a 10.2% increase in employee benefits, including increases in expenses related to our defined benefit pension and post retirement plans, health benefit plans and incentive compensation plans. Salary expenses increased by 5.7% and were attributable to increased staffing levels as we expanded in our southern market area and to normal salary increases.
Both building and equipment expenses increased modestly from 2014 to 2015. For buildings, the increase was primarily attributable to increases in maintenance and net rental expense, while the increase in equipment expense was primarily attributable to increased data processing costs.


2018.
Other operating expense increased $993.0 thousand,$1.0 million, or 7.9%7.3%, from 2014.2017. This was primarily the result of an increase in outsourced third party providers, including operating costs to implement an Enterprise Performance Management (EPM) system. In addition, during 2015 there were increasednonrecurring legal and professional fees and an increase in the cost of providing our customerscombined with a wide and more complex variety of electronic banking products and services.increased spending on technology.



V. INCOME TAXES
The following table sets forth ourthe provision for income taxes and effective tax rates for the periods presented.

INCOME TAXES AND EFFECTIVE RATES
(Dollars In Thousands)
Years Ended December 31, Change From Prior YearYears Ended December 31, Change From Prior Year
      2015 to 2016 2014 to 2015      2018 to 2019 2017 to 2018
2016 2015 2014 Amount % Amount %2019 2018 2017 Amount % Amount %
Provision for Income Taxes$11,215
 $10,610
 $10,174
 $605
 5.7 % $436
 4.3 %$9,600
 $9,026
 $10,529
 $574
 6.4% $(1,503) (14.3)%
Effective Tax Rate29.7% 30.1% 30.3% (0.4)% (1.3)% (0.2)% (0.7)%20.4% 19.9% 26.4% 0.5% 2.5% (6.5)% (24.6)%

The provisions for federal and state income taxes amounted to $11.2$9.6 million for 2016, $10.62019, $9.0 million for 2015,2018, and $10.2$10.5 million for 2014.2017. The effective income tax rates for 2016, 20152019, 2018 and 20142017 were 29.7%20.4%, 30.1%19.9% and 30.3%26.4%, respectively. The changes reflect fluctuationsincrease in the ratioeffective tax rate in 2019 over 2018 was primarily due to the reduction of tax-equivalent incometax exempt investments held and the related investment income. The decrease in the effective tax rate in 2018 as compared to pre-tax income.

2017 was the result of the Tax Act.

C. FINANCIAL CONDITION

I. INVESTMENT PORTFOLIO
Investment securities areincluding debt securities and equity securities prior to January 1, 2018 were classified as held-to-maturity, trading, or available-for-sale depending on the purposes for which such securities are acquired and thereafter held.  Securities held-to-maturity are debt securities that we haveArrow has both the positive intent and ability to hold to maturity; such securities are stated at amortized cost.  Debt and equity securities that are bought and held principally for the purpose of sale in the near term are classified as trading securities and are reported at fair value with unrealized gains and losses included in earnings.  Debt securities and equity securities prior to January 1, 2018 not classified as either held-to-maturity or trading securities are classified as available-for-sale and are reported at fair value with unrealized gains and losses excluded from earnings and reported net of taxes in accumulated other comprehensive income or loss.
Beginning January 1, 2018, upon adoption of Accounting Standards Update ("ASU") 2016-01, equity securities with readily determined fair values are stated at fair value, with realized and unrealized gains and losses reported in income. For periods prior to January 1, 2018, equity securities were classified as available-for-sale. During 2016, 20152019, 2018 and 2014, we2017, the Company held no trading securities.  Set forth below is certain information about our
The available-for-sale securities available-for-saleportfolio, held-to-maturity securities portfolio and the equity securities held-to-maturity portfolio as of recent year-ends.are further detailed below.

Securities Available-for-Sale:
The following table sets forth the carrying value of ourthe securities available-for-sale portfolio at year-end December 31, 2016,2019, December 31, 20152018 and December 31, 2014.2017.

SECURITIES AVAILABLE-FOR-SALE
(Dollars In Thousands)

December 31,December 31,
2016 2015 20142019 2018 2017
U.S. Government & Agency Obligations$147,377
 $155,782
 $137,603
$5,054
 $46,765
 $59,894
State and Municipal Obligations27,690
 52,408
 81,730
764
 1,195
 10,349
Mortgage-Backed Securities - Residential167,239
 178,588
 128,827
Mortgage-Backed Securities350,716
 268,775
 227,596
Corporate and Other Debt Securities3,308
 14,299
 16,725
800
 800
 800
Mutual Funds and Equity Securities1,382
 1,232
 1,254

 
 1,561
Total$346,996
 $402,309
 $366,139
$357,334
 $317,535
 $300,200

In the periods above, the Company held no investment securities in the securities portfolio that consisted of or included, directly or indirectly, obligations of foreign governments or government agencies of foreign issuers.
In all periods above, Mortgage-Backed Securities-ResidentialSecurities consisted solely of mortgage pass-through securities and Collateralized Mortgage Obligations ("CMOs") issued or guaranteed by U.S. federal agencies.  Mortgage pass-through securities provide to the investor monthly portions of principal and interest pursuant to the contractual obligations of the underlying mortgages. CMOs are pools of mortgage-backed securities, the repayments on which have generally been separated into two or more components (tranches), where each tranche has a separate estimated life and yield.  OurThe Company's practice has been to purchase only pass-through securities and CMOs that are issued or guaranteed by U.S. federal agencies, and the tranches of CMOs that we purchasepurchased are generally are those having shorter maturities.  Included in our Corporate and Other Debt Securities for each of the periods are corporate bonds that were highly rated (i.e., investment grade) at the time of purchase, although in some cases the securities had been downgraded before the reporting date, but were still investment grade.average lives and/or durations.



The following table sets forth the maturities of the debt securities in ourthe available-for-sale portfolio as of December 31, 2016.2019.  CMOs and other mortgage-backed securities are included in the table based on their expected average lives.

MATURITIES OF DEBT SECURITIES AVAILABLE-FOR-SALE
(Dollars In Thousands)

Within
One
Year
 
After
1 But
Within
5 Years
 
After
5 But
Within
10 Years
 
After
10 Years
 Total  
Within
One
Year
 
After
1 But
Within
5 Years
 
After
5 But
Within
10 Years
 
After
10 Years
 Total  
U.S. Government & Agency Obligations
 147,377
 
 
 147,377
$
 $5,054
 $
 $
 $5,054
State and Municipal Obligations16,994
 9,628
 508
 560
 27,690
26
 298
 
 440
 764
Mortgage-Backed Securities - Residential5,753
 100,447
 61,039
 
 167,239
Mortgage-Backed Securities18
 301,336
 49,362
 
 350,716
Corporate and Other Debt Securities2,508
 
 
 800
 3,308

 
 800
 
 800
Total25,255
 257,452
 61,547
 1,360
 345,614
$44
 $306,688
 $50,162
 $440
 $357,334

The following table sets forth the tax-equivalent yields of the debt securities in ourthe available-for-sale portfolio at December 31, 2016.2019.

YIELDS ON SECURITIES AVAILABLE-FOR-SALE
(Fully Tax-Equivalent Basis)
Within
One
Year
 
After
1 But
Within
5 Years
 
After
5 But
Within
10 Years
 
After
10 Years
 Total
Within
One
Year
 
After
1 But
Within
5 Years
 
After
5 But
Within
10 Years
 
After
10 Years
 Total
U.S. Government & Agency Obligations% 1.51% % % 1.51%% 2.00% % % 2.00%
State and Municipal Obligations1.40
 2.15
 7.25
 8.14
 1.90
1.23% 6.30% % 6.77% 6.40%
Mortgage-Backed Securities - Residential2.48
 2.06
 2.32
 
 2.17
Mortgage-Backed Securities4.32% 2.23% 2.23% % 2.23%
Corporate and Other Debt Securities0.95
 
 
 3.59
 1.70
% % 3.88% % 3.88%
Total1.60
 1.75
 2.36
 5.22
 1.86
2.47% 2.23% 2.25% 6.77% 2.24%

The yields on obligations of states and municipalities exempt from federal taxation were computed on a fully tax-equivalent basis using a marginal tax rate of 35%.basis. The yields on other debt securities shown in the table above are calculated by dividing annual interest, including accretion of discounts and amortization of premiums, by the amortized cost of the securities at December 31, 2016.2019.
At December 31, 20162019 and 2015,2018, the weighted average maturity was 3.44.2 and 2.85.0 years, respectively, for debt securities in the available-for-sale portfolio.
At December 31, 2016,2019, the net unrealized lossesgains on securities available-for-sale amounted to $619 thousand.$0.6 million.  The net unrealized gain or loss on such securities, net of tax, is reflected in accumulated other comprehensive income/loss.  For 2016, theThe net unrealized losses on securities available-for-sale was $5.0 million at December 31, 2018.  For both periods, net unrealized gains or losses were primarily attributable to an average increase in market rates between the date of purchase and the balance sheet date, resulting in lower valuations of the portfolio securities. The net unrealized gains on securities available-for-sale was $1.0 million at December 31, 2015.  For both periods, the net unrealized gain was primarily attributable to an average decreasechanges in market rates between the date of purchase and the balance sheet date resulting in higher or lower valuations of the portfolio securities.
For further information regarding ourthe portfolio of securities available-for-sale, see Note 4, Investment Securities, to the notes to the Consolidated Financial Statements contained in Part II, Item 8 of this Report.



Statements.

Securities Held-to-Maturity:
The following table sets forth the carrying value of ourthe portfolio of securities held-to-maturity at December 31 of each of the last three years.

SECURITIES HELD-TO-MATURITY
(Dollars In Thousands)
December 31,December 31,
2016 2015 20142019 2018 2017
State and Municipal Obligations$268,892
 $226,053
 $188,472
$208,243
 $235,782
 $275,530
Mortgage Backed Securities - Residential75,535
 93,558
 112,552
36,822
 47,694
 60,377
Corporate and Other Debt Securities1,000
 1,000
 1,000
Total$345,427
 $320,611
 $302,024
$245,065
 $283,476
 $335,907

For a description of certain categories of securities held in the securities held-to-maturity portfolio on the reporting dates, as listed in the table above, specifically, "Mortgage-Backed Securities--Residential"Securities - Residential" and "Corporate and Other Debt Securities," see the paragraph under "SECURITIES AVAILABLE-FOR-SALE" table, above.


For information regarding the fair value of ourthe portfolio of securities held-to-maturity at December 31, 2016,2019, see Note 4,Investment Securities, to the notes to the Consolidated Financial Statements contained in Part II, Item 8 of this Report.Statements.

The following table sets forth the maturities of ourthe portfolio of securities held-to-maturity as of December 31, 2016.2019.

MATURITIES OF DEBT SECURITIES HELD-TO-MATURITY
(Dollars In Thousands)
Within
One Year
 
After 1 But
Within 5 Years
 
After 5 But
Within 10 Years
 
After
10 Years
 Total
Within
One Year
 
After 1 But
Within 5 Years
 
After 5 But
Within 10 Years
 
After
10 Years
 Total
State and Municipal Obligations$32,456
 $86,070
 $146,603
 $3,763
 $268,892
$17,243
 $115,150
 $74,259
 $1,591
 $208,243
Mortgage Backed Securities - Residential
 61,712
 13,823
 
 75,535
3,532
 33,290
 
 
 36,822
Corporate and Other Debt Securities1,000
 
 
 
 1,000
Total$33,456
 $147,782
 $160,426
 $3,763
 $345,427
$20,775
 $148,440
 $74,259
 $1,591
 $245,065

The following table sets forth the tax-equivalent yields of ourthe portfolio of securities held-to-maturity at December 31, 2016.2019.

YIELDS ON SECURITIES HELD-TO-MATURITY
(Fully Tax-Equivalent Basis)
Within
One Year
 
After 1 But
Within 5 Years
 
After 5 But
Within 10 Years
 
After
10 Years
 Total
Within
One Year
 
After 1 But
Within 5 Years
 
After 5 But
Within 10 Years
 
After
10 Years
 Total
State and Municipal Obligations2.52% 4.09% 2.90% 4.47% 3.26%3.09% 2.45% 2.58% 3.74% 2.56%
Mortgage Backed Securities - Residential
 2.21
 2.57
 
 2.28%1.73% 2.54% % % 2.46%
Corporate and Other Debt Securities7.00
 
 
 
 7.00%
Total2.52% 2.38% 2.65% 5.00% 2.56%2.86% 2.47% 2.58% 3.74% 2.54%

The yields shown in the table above are calculated by dividing annual interest, including accretion of discounts and amortization of premiums, by the amortized cost of the securities at December 31, 2016.2019.  Yields on obligations of states and municipalities exempt from federal taxation were computed on a fully tax-equivalent basis using a marginal tax rate of 35%.basis.
At December 31, 20162019 and 2015,2018, the weighted average maturity was 4.33.5 and 3.84.1 years, respectively, for the debt securities in the held-to-maturity portfolio.

EQUITY SECURITIES
(Dollars In Thousands)

The following table is the schedule of Equity Securities at December 31, 2019 and 2018. Upon the adoption of ASU 2016-01 effective January 1, 2018, Equity Securities are not included in Securities Available-For-Sale since unrealized gains and losses are now recorded in the Consolidated Statements of Income. Prior to January 1, 2018, Equity Securities were included in Securities Available-For-Sale.
Equity Securities
     
  December 31,
  2019 2018
Equity Securities, at Fair Value $2,063
 $1,774
     



II. LOAN PORTFOLIO

The amounts and respective percentages of loans outstanding represented by each principal category on the dates indicated were as follows:

a. Types of Loans
(Dollars In Thousands)
December 31,December 31,
2016 2015 2014 2013 20122019 2018 2017 2016 2015
Amount % Amount % Amount % Amount % Amount %Amount % Amount % Amount % Amount % Amount %
Commercial$105,155
 6 $102,587
 7 $99,511
 7 $87,893
 7 $105,536
 9$150,660
 6% $136,890
 6% $129,249
 7% $105,155
 6% $102,587
 7%
Commercial Real Estate
Construction
36,948
 2 31,018
 2 18,815
 1 27,815
 2 29,149
 2
Commercial Real Estate
Other
394,698
 23 353,921
 22 321,297
 23 288,119
 23 245,177
 21
Commercial Real Estate510,541
 22% 484,562
 22% 444,248
 23% 431,646
 25% 384,939
 24%
Consumer537,361
 31 464,523
 29 437,041
 31 401,853
 32 355,784
 31811,198
 34% 719,510
 33% 602,827
 31% 537,361
 30% 464,523
 31%
Residential Real Estate679,106
 39 621,903
 40 536,604
 38 460,792
 36 436,695
 37913,721
 38% 855,253
 39% 774,446
 39% 679,106
 39% 621,903
 38%
Total Loans1,753,268
 100 1,573,952
 100 1,413,268
 100 1,266,472
 100 1,172,341
 1002,386,120
 100% 2,196,215
 100% 1,950,770
 100% 1,753,268
 100% 1,573,952
 100%
Allowance for Loan Losses(17,012) (16,038) (15,570) (14,434) (15,298) (21,187)   (20,196)   (18,586)   (17,012)   (16,038)  
Total Loans, Net$1,736,256
 $1,557,914
 $1,397,698
 $1,252,038
 $1,157,043
 $2,364,933
   $2,176,019
   $1,932,184
   $1,736,256
   $1,557,914
  

Maintenance of High Quality in the Loan Portfolio: For many reasons, including ourContinuing to have strong credit underwriting standards and ourin addition to market stability, we largely avoided the negative impact onCompany has maintained a high level of asset quality that many other banks suffered during and after the 2008-2009 financial crisis. From the start of the crisis through the date of this Report, we did not experience a significant deterioration in our loan portfolios.quality. In general, we underwrite our residential real estate loans are underwritten to secondary market standards for prime loans. We haveloans, and the Company has never engaged in subprime mortgage lending as a business line. We have notline, nor extended or purchased any so-called "Alt-A", "negative amortization", "option ARM", or "negative equity" mortgage loans. On occasion weloans may have been made loans to borrowers having a FICO score of 650 or below, where special circumstances justified doing so, or have had extensions of credit outstanding to borrowers who developed credit problems after origination resulting in deterioration of their FICO scores.
We also onOn occasion, havethe Company has extended community development loans to borrowers whose creditworthiness is below ourthe normal standards as part of the community support program we havethat has been developed in fulfillment of ourthe statutorily-mandated duty to support low- and moderate-income borrowers within ourthe Company's service area. However, we arethe Company is a prime lender and applyapplies prime lending standards and this, together with the fact that the service area in which we make most of our loans are originated did not experience as severe a decline in property values or economic conditions generally as compared to many other areas of the U.S. did, are the principal reasons that we did not experience significant deterioration during the crisis in our loan portfolio, including the real estate categories of our loan portfolio.last economic downturn.
However, like all other banks, we operatethe Company operates in an environment in which identifying opportunities for secure and profitable expansion of ourthe loan portfolio remains challenging, competition is intense, and margins are very tight. If the U.S. economy and ourthe regional economy continuecontinues to experience only very modest growth, our individual borrowers will presumably continue to proceed cautiously in taking on new or additional debt. Many small businesses are operating on very narrow margins and many families continue to live on very tight budgets. If the U.S. economy or ourthe regional economy worsens in upcoming periods, which we thinkmay be unlikely but possible, we may experience elevated charge-offs, higher provisions to ourthe loan loss reserve, and increasing expense related to asset maintenance and supervision.supervision may be experienced.

Residential Real Estate Loans: In recent years, residential real estateCommercial and home equity loans have represented the largest single segment of our loan portfolio (comprising approximately 39% of the entire portfolio at December 31, 2016), eclipsing both other consumer loans (31% of the portfolio) and our commercial and commercial real estate loans (31%). Our gross originations for residential real estate loans (including refinancings of mortgage loans) were $153.6 million, $144.2 million and $131.2 million for the years 2016, 2015, and 2014, respectively. During each of these years, these gross origination totals have significantly exceeded the sum of repayments and prepayments of such loans previously in the portfolio, but we have also sold significant portions of these originations in the secondary market, primarily to Freddie Mac, particularly when rates on conventional 30-year fixed rate real estate mortgages reached historically low levels in the 2013-2014 period. Sales of originations amounted to $25.0 million for 2016, $21.1 million for 2015 and $29.8 million for 2014, which represented a significant percentage of the gross originations in each year (16.3%, 14.6% and 22.7%, respectively). We expect to continue to sell a portion of our mortgage loan originations in upcoming periods, although perhaps a decreasing percentage of overall originations if rates continue their slow rise across longer maturities. At the same time, if prevailing rates rise substantially, we may see a slowdown in loan growth and perhaps decreasing total originations, particularly if the general economy also falters. At some point, it is possible that we may experience a decrease in our outstanding balances in this largest segment of our portfolio. Additionally, if our local economy or real estate market should suffer a major downturn, the quality of our real estate portfolio may also be negatively impacted.
The Federal Reserve wound down its quantitative easing program in 2014. Although it was expected that the winding down process might lead to, or accompany, a general rise in long-term mortgage loan rates, the 30-year and 15-year rates have not experienced any significant increase, and have in some markets actually decreased, in ensuing periods. While economic conditions have generally improved, which led in part to the Fed's decision to terminate its quantitative easing program in 2014, management


is not able to predict at this point when, or if, mortgage rates or interest rates generally will experience a meaningful and substantial increase, or what the overall effect of such an increase would be on our mortgage loan portfolio or our loan portfolio generally, or on our net interest income, net income or financial results, in future periods.
Commercial, Commercial Real Estate and Construction and Land Development Loans: Over the last decade, we have experienced moderate and occasionally strong demand for commercial and commercial real estate loans. These loan balances have generally increased, both in dollar amount and as a percentage of the overall loan portfolio, and this segment of our portfolio was the segment least affected by the 2008-2009 crisis. Particularly over the last three years, commercial and commercial real estate loan growth was significant as outstandingloans have continued to grow. Outstanding balances have increased by $49.3$39.7 million, $47.9$48.0 million and $35.8$36.7 million in 2016, 20152019, 2018 and 2014,2017, respectively. Growth was restrained somewhat by heightened competition for credits in an extremely low rate environment.
Substantially all commercial and commercial real estate loans in our portfolio were extended to businesses or borrowers located in ourthe Company's regional markets. Manymarkets, and many of the loans in the commercial portfolio have variable rates tied to prime or FHLBNY rates. Although on a national scale the commercial real estate market suffered a major downturn in the 2008-2009 period (from which it has largely recovered), wethe Company did not experience any significant weakening in the quality of ourthe commercial loan portfolio even in the depths of the crisis, nor have weat that time or in the subsequent years.
However, it is entirely possible that wethere may experiencebe a reduction in the demand for commercial and commercial real estate loans and/or a weakening in the quality of ourthe portfolio in upcoming periods. But at period-end 2016,2019, the economy of the business sector, at least in ourthe Company's service area, appeared to be in reasonably good financialstable condition.

Automobile Loans (primarily through indirect lending):Consumer Loans: At December 31, 2016, our automobile2019, consumer loans (primarily automobile loans originated through dealerships located primarily in upstate New York and Vermont) represented nearly a third34% of loans in ourthe loan portfolio, and continue to be a significant component of ourthe Company's business.
During recent years. including 2016, there was a nationwide resurgenceConsumer loan originations have remained strong in automobile sales, due initially to an aging fleet but more recently to a modest growth in consumer optimism. Our automobile loan2019, with origination volume for the last three years was very strong at $286.7$407.4 million, $228.8$391.6 million and $222.9$306.6 millionfor 2016, 20152019, 2018 and 2014,2017, respectively.
Our indirect automobileThe consumer loan portfolio reflects a modest shift to a slightly larger (but still very small in absolute terms) percentage of such loans that have been extended to individuals with lower credit scores matching a widely noted recent developmentwell-known trend in the auto lending generally.market. In addition, ourthe average maturity for automobile loan originations has expanded in recent years as well, again reflective of a larger market development. In 2016,2019, net charge-offs on our automobileconsumer loans remained very low.low at 0.13%$770 thousand, or 0.10% of average balances. Net charge-offs were $662 thousand for 2016balances compared to net charge-offs of $498$726 thousand for 2015, an increase that reflected this modest shift in the quality of the portfolio noted above. Our2018. The Company's experienced lending staff not only utilizes credit evaluation software tools but also reviews and evaluates each loan individually prior to the loan being funded. Wefunded and believe ourthat this disciplined approach to evaluating risk has contributed to maintaining ourthe strong loan quality in this portfolio. However, if weakness


in auto demand returns, ourthe portfolio is likely to experience limited, if any, overall growth either in absolute amounts or as a percentage of the total portfolio, regardless of whether the auto company affiliates are offering highly-subsidized loans. If demand levels off, or slackens, so will ourthe financial performance in this important loan category.

Residential Real Estate Loans: In recent years, residential real estate and home equity loans have represented the largest single segment of the loan portfolio (comprising approximately 38% of the entire portfolio at December 31, 2019), slightly higher than the consumer loan portfolio (34% of the portfolio) and the commercial and commercial real estate loans (28%). Gross originations for residential real estate loans (including refinancings of mortgage loans) were $164.7 million, $142.9 million and $202.9 million for the years 2019, 2018, and 2017, respectively. During each of these years, these gross origination totals have significantly exceeded the sum of repayments and prepayments of such loans previously in the portfolio, and Arrow has also sold portions of these originations in the secondary market, primarily to Freddie Mac. Sales of originations amounted to $24.5 million for 2019, $4.3 million for 2018 and $17.2 million for 2017 which represented the following percentage of the gross originations in each year (16.9%, 3.3% and 9.6%, respectively). The Company expects to continue to sell a portion of the mortgage loan originations in upcoming periods. If prevailing rates rise substantially, there may be a slowdown in loan growth and perhaps decreasing total originations. At some point, there may be a decrease in outstanding balances in this largest segment of the portfolio. Additionally, if the local economy or real estate market should suffer a major downturn, the quality of the real estate portfolio may also be negatively impacted.

The following table indicates the changing mix in ourthe loan portfolio by including the quarterly average balances for ourthe significant loan productssegments for the past five quarters.  The remaining quarter-by-quarter tables present the percentage of total loans represented by each category and the annualized tax-equivalent yield of each category.

LOAN PORTFOLIO
Quarterly Average Loan Balances
(Dollars In Thousands)
 Quarters Ended
 12/31/2016 9/30/2016 6/30/2016 3/31/2016 12/31/2015
Commercial and Commercial Real Estate$532,456
 $524,523
 $519,775
 $502,392
 $495,173
Residential Real Estate490,427
 470,865
 462,253
 451,330
 438,987
Home Equity135,939
 133,009
 131,513
 130,227
 128,085
Consumer Loans1
567,916
 552,454
 535,860
 511,069
 493,989
Total Loans$1,726,738
 $1,680,851
 $1,649,401
 $1,595,018
 $1,556,234
 Quarters Ended
 12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Commercial$133,550
 $125,498
 $120,979
 $118,634
 $116,902
Commercial Real Estate505,639
 493,819
 492,673
 488,836
 477,449
Consumer817,463
 809,641
 775,634
 742,775
 715,704
Residential Real Estate901,458
 879,921
 866,013
 860,397
 850,380
Total Loans$2,358,110
 $2,308,879
 $2,255,299
 $2,210,642
 $2,160,435

Percentage of Total Quarterly Average Loans
 Quarters Ended
 12/31/2016 9/30/2016 6/30/2016 3/31/2016 12/31/2015
Commercial and Commercial Real Estate30.8% 31.2% 31.5% 31.5% 31.8%
Residential Real Estate28.4
 28.0
 28.0
 28.3
 28.2
Home Equity7.9
 7.9
 8.0
 8.2
 8.2
Consumer Loans1
32.9
 32.9
 32.5
 32.0
 31.8
Total Loans100.0% 100.0% 100.0% 100.0% 100.0%


 Quarters Ended
 12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Commercial5.7% 5.4% 5.4% 5.4% 5.4%
Commercial Real Estate21.4% 21.4% 21.8% 22.1% 22.1%
Consumer34.7% 35.1% 34.4% 33.6% 33.1%
Residential Real Estate38.2% 38.1% 38.4% 38.9% 39.4%
Total Loans100.0% 100.0% 100.0% 100.0% 100.0%

Quarterly Tax-Equivalent Yield on Loans
 Quarters Ended
 12/31/2016 9/30/2016 6/30/2016 3/31/2016 12/31/2015
Commercial and Commercial Real Estate4.29% 4.28% 4.44% 4.32% 4.37%
Residential Real Estate4.09
 4.20
 4.22
 4.22
 4.21
Home Equity3.11
 3.13
 3.08
 3.05
 2.92
Consumer Loans1
3.18
 3.19
 3.18
 3.17
 3.19
Total Loans3.78% 3.82% 3.86% 3.82% 3.83%
1 Other Consumer Loans includes certain home improvement loans secured by mortgages.  However, these same loan balances are reported as
   Residential Real Estate in the table of period-end balances on page 40, captioned Types of Loans.
 Quarters Ended
 12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Commercial4.54% 4.60% 4.64% 4.43% 4.57%
Commercial Real Estate4.53% 4.57% 4.53% 4.58% 4.55%
Consumer4.01% 3.95% 3.85% 3.67% 3.65%
Residential Real Estate4.20% 4.27% 4.28% 4.33% 4.15%
Total Loans4.19% 4.23% 4.18% 4.11% 4.05%

During the fourth quarter of 2016, the average yield on our loan portfolio from the average yield during the fourth quarter of 2015, fell slightly from 3.83% to 3.78%. The yields on new 30 year fixed-rate residential real estate loans (the choice of most of our mortgage customers) remained very low during all five quarters. We continued to sell a portion of our originations to the secondary market, specifically, to Freddie Mac, although we retained a higher proportion of our gross originations in 2016 than in 2015, continuing a multi-year trend of expanding our retention rate versus our sale rate.
In 2016, the average yield on the loan portfolio continuedincreased from 4.05% for the fourth quarter of 2018 to decline at a slightly faster pace then4.19% for the costfourth quarter of our deposits, although our net interest margin held steady during2019. Market rates fluctuated in 2019, which impacted the year. We expect that averagenew loan yields may begin to stabilizefor fixed rate loans, and variable loan yields as these loans reached their repricing dates. The impact from the changes in 2017; any slight increase in originationyields affect each portfolio segment differently, especially based on which point of the yield curve the loan rates are likely to be counterbalanced, for a period of time, by continuing repayments of even higher rate maturing loans.
In general, the yield (tax-equivalent interest income divided by average loans) on our loan portfolio and other earning assets has historically been impacted bypriced from. Loans priced from short-term indices experienced more rapid changes in prevailing interest rates, as previously discussed in this Report beginning on page 31 under the heading "Impact of Interest Rate Changes." We expect that such will continue to be the case; that is, thatnew loan yields, will continue to rise and fall with changessuch as automobile loans, while loans priced from longer-term indices, such as residential real estate loans, experienced slower fluctuations in prevailing market rates, althoughnew loan yields through the timing and degree2019 year. Average loan yields could be affected as the result of responsiveness will be influenced by a variety of other factors, including the extent of federal government and Federal Reserve participationactions in the home mortgage market,upcoming year. Other factors impacting loan yields include, the makeup of ourthe loan portfolio, the shape of the yield curve and consumer expectations and preferences, and the rate at which the portfolio expands. Additionally, there is a significant amount of cash flow from normal amortization and prepayments in all loan categories, and this cash flow reprices at current rates as new loans are generated at the current yields. Thus, even if prevailing rates remain flat or even increase slightly in upcoming periods, our average rate on our portfolio may continue to decline as older credits in our portfolio bearing generally higher rates continue to mature and roll over or are redeployed into lower priced loans.preferences.


The following table indicates the respective maturities and interest rate structure of our commercial loans and commercial real estate construction loans at December 31, 2016.2019.  For purposes of determining relevant maturities, loans are assumed to mature at (but not before) their scheduled repayment dates as required by contractual terms.  Demand loans and overdrafts are included in the Within“Within 1 YearYear” maturity category.  Most of the commercial construction loans are made with a commitment for permanent financing, whether extended by us or unrelated third parties.  The maturity distribution below reflects the final maturity of the permanent financing.

b. Maturities and Sensitivities of Loans to Changes in Interest Rates
(In Thousands)
Within
1 Year
 
After 1
But Within
5 Years
 
After
5 Years
 Total
Within
1 Year
 
After 1
But Within
5 Years
 
After
5 Years
 Total
Commercial$18,861
 $58,159
 $28,135
 $105,155
$27,735
 $76,146
 $46,779
 $150,660
Commercial Real Estate - Construction10,602
 18,225
 8,121
 36,948
6,979
 21,689
 5,009
 33,677
Total$29,463
 $76,384
 $36,256
 $142,103
$34,714
 $97,835
 $51,788
 $184,337
Fixed Interest Rates$2,315
 $38,576
 $17,476
 $58,367
$4,698
 $48,825
 $33,704
 $87,227
Variable Interest Rates27,148
 37,808
 18,780
 83,736
30,016
 49,010
 18,084
 97,110
Total$29,463
 $76,384
 $36,256
 $142,103
$34,714
 $97,835
 $51,788
 $184,337

COMMITMENTS AND LINES OF CREDIT
Stand-by letters of credit represent extensions of credit granted in the normal course of business, which are not reflected in the financial statements at a given date because the commitments are not funded at that time.  As of December 31, 2016, our2019, the total contingent liability for standby letters of credit amounted to $3.4$3.1 million.  In addition to these instruments, we also have issuedthere are lines of credit to customers, including home equity lines of credit, commitments for residential and commercial construction loans and other personal and commercial lines of credit, which also may be unfunded or only partially funded from time-to-time.  Commercial lines, generally issued for a period of one year, are usually extended to provide for the working capital requirements of the borrower. At December 31, 2016, we had2019, outstanding unfunded loan commitments in the aggregate amount ofwere approximately $383.6$349.7 million.



c. Risk Elements

1. Nonaccrual, Past Due and Restructured Loans
The amounts of nonaccrual, past due and restructured loans at year-end for each of the past five years are presented in the table on page 3335 under the heading "Summary of the Allowance and Provision for Loan Losses."
Loans are placed on nonaccrual status either due to the delinquency status of principal and/or interest or a judgment by management that the full repayment of principal and interest is unlikely. Unless already placed on nonaccrual status, loans secured by home equity lines of credit are put on nonaccrual status when 120 days past due and residential real estate loans are put on nonaccrual status when 150 days past due. Commercial and commercial real estate loans are evaluated on a loan-by-loan basis and are placed on nonaccrual status when 90 days past due if the full collection of principal and interest is uncertain. Under the Uniform Retail Credit Classification and Account Management Policy established by banking regulators, fixed-maturity consumer loans not secured by real estate must generally be charged-off no later than when 120 days past due.  Loans secured with non-real estate collateral in the process of collection are charged-down to the value of the collateral, less cost to sell.  Open-end credits, residential real estate loans and commercial loans are evaluated for charge-off on a loan-by-loan basis when placed on nonaccrual status.  WeArrow had no material commitments to lend additional funds on outstanding nonaccrual loans at December 31, 2016.2019.  Loans past due 90 days or more and still accruing interest are those loans which were contractually past due 90 days or more but because of expected repayments, were still accruing interest.  
The balance of loans 30-89 days past due and still accruing interest totaled $9.1$10.7 million at December 31, 20162019 and represented 0.52%0.45% of loans outstanding at that date, as compared to approximately $8.1$9.9 million, or 0.51%0.45% of loans outstanding at December 31, 2015.2018. These non-current loans at December 31, 20162019 were composed of approximately $6.4$8.3 million of consumer loans (principally indirect automobile loans), $2.5$2.0 million of residential real estate loans and $0.3$0.5 million of commercial and commercial real estate loans.
We evaluateArrow evaluates nonaccrual loans over $250 thousand and all troubled debt restructured loans individually for impairment.  All our impaired loans are measured based on either (i) the present value of expected future cash flows discounted at the loan's effective interest rate, (ii) the loan's observable market price or (iii) the fair value of the collateral, less cost to sell, if the loan is collateral dependent.  We determineArrow determines impairment for collateralized loans based on the fair value of the collateral less estimated cost to sell. For other impaired loans, impairment is determined by comparing the recorded value of the loan to the present value of the expected cash flows, discounted at the loan's effective interest rate.  We determineArrow determines the interest income recognition method for impaired loans on a loan-by-loan basis.  Based upon the borrowers' payment histories and cash flow projections, interest recognition methods include full accrual or cash basis.  OurThe method for measuring all other loans is described in detail in Notes 2, Summary of Significant Accounting Policies, and 5, Loans,to the consolidated financial statements.
The loan notenotes to the consolidated financial statements, i.e., Consolidated Financial Statements.
Note 5, (beginning on page 72)Loans, to the notes to the Consolidated Financial Statements contains detailed information on modified loans and impaired loans.



2. Potential Problem Loans
On at least a quarterly basis, we re-evaluate ourthe internal credit quality rating is re-evaluated for commercial loans that are either past due or fully performing but exhibit certain characteristics that could reflect a potential weakness.  Loans are placed on nonaccrual status when the likely amount of future principal and interest payments are expected to be less than the contractual amounts, even if such loans are not past due.
Periodically, we reviewArrow reviews the loan portfolio for evidence of potential problem loans.  Potential problem loans are loans that are currently performing in accordance with contractual terms, but where known information about possible credit problems of the borrower causes doubt about the ability of the borrower to comply with the loan payment terms and may result in disclosure of such loans as nonperforming at some time in the future.  In ourthe credit monitoring program, we treatArrow treats loans that are classified as substandard but continue to accrue interest as potential problem loans.  At December 31, 2016, we2019, Arrow identified 10154 commercial loans totaling $34.8$32.0 million as potential problem loans.  At December 31, 2015, we2018, Arrow identified 11159 commercial loans totaling $24.6$33.8 millionas potential problem loans.  For these loans, although positive factors such as payment history, value of supporting collateral, and/or personal or government guarantees led usArrow to conclude that accounting for them as non-performing at year-end was not warranted, other factors, specifically, certain risk factors related to the loan or the borrower justified concerns that they may become nonperforming at some point in the future.  
The overall level of our performing loans that demonstrate characteristics of potential weakness from time-to-time is for the most part dependent on economic conditions in northeastern New York State, which in turn are generally impacted at least in part by economic conditions in the U.S.  On both the regional and national levels, economic conditions have largely recovered from the 2008-2009 financial crisis,been healthy in recent periods, although growth in the economy remained slow by comparison to previous historical post-recession recoveries.  If growth remains weak ,moderates, potential problem loans likely will continue at or near their present levels or may even increase.

3. Foreign Outstandings - None

4. Loan Concentrations
The loan portfolio is well diversified.  There are no concentrations of credit that exceed 10% of the portfolio, other than the general categories reported in the preceding Section C.II.a. of this Item 7, beginning on page 40.42.  For further discussion, see Note 1, Risks and Uncertainties, to the notes to the Consolidated Financial Statements in Part II, Item 8 of this Report.


Statements.

5. Other Real Estate Owned and Repossessed Assets
Other real estate owned ("OREO") primarily consists of real property acquired in foreclosure.  OREO is carried at fair value less estimated cost to sell. We establishArrow establishes allowances for OREO losses, which are determined and monitored on a property-by-property basis and reflect ourthe ongoing estimate of the property's estimated fair value less costs to sell.  For all periods, all OREO was held for sale.  All repossessed assetsRepossessed Assets for each of the five years in the table below consist of motor vehicles.
Distribution of OREO and Repossessed Assets
(In Thousands)
December 31,
Distribution of OREO and Repossessed Assets
(Dollars In Thousands)
December 31,
2016 2015 2014 2013 20122019 2018 2017 2016 2015
Single Family 1 - 4 Units$795
 $1,357
 $
 $41
 $552
$187
 $47
 $523
 $795
 $1,357
Commercial Real Estate790
 521
 312
 40
 418
935
 1,083
 1,215
 790
 521
Other Real Estate Owned, Net1,585
 1,878
 312
 81
 970
1,122
 1,130
 1,738
 1,585
 1,878
Repossessed Assets101
 140
 81
 63
 64
139
 130
 109
 101
 140
Total OREO and Repossessed Assets$1,686
 $2,018
 $393
 $144
 $1,034
$1,261
 $1,260
 $1,847
 $1,686
 $2,018

The following table summarizes changes in the net carrying amount of OREO and the number of properties for each of the periods presented.
Schedule of Changes in OREO
(In Thousands)
2016 2015 2014 2013 2012
Schedule of Changes in OREO
(Dollars In Thousands)
2019 2018 2017 2016 2015
Balance at Beginning of Year$1,878
 $312
 $81
 $970
 $460
$1,130
 $1,738
 $1,585
 $1,878
 $312
Properties Acquired Through Foreclosure1,009
 1,889
 469
 392
 950
544
 47
 778
 1,009
 1,889
Transfer of Bank Property
 270
 
 
 

 
 
 
 270
Subsequent Write-downs to Fair Value(162) (9) 
 
 
(244) (195) (160) (162) (9)
Sales(1,140) (584) (238) (1,281) (440)(308) (460) (465) (1,140) (584)
Balance at End of Year$1,585
 $1,878
 $312
 $81
 $970
$1,122
 $1,130
 $1,738
 $1,585
 $1,878
Number of Properties, Beginning of Year6
 1
 2
 7
 5
3
 6
 5
 6
 1
Properties Acquired During the Year3
 8
 2
 1
 7
2
 1
 4
 3
 8
Properties Sold During the Year(4) (3) (3) (6) (5)(2) (4) (3) (4) (3)
Number of Properties, End of Year5
 6
 1
 2
 7
3
 3
 6
 5
 6




III. SUMMARY OF LOAN LOSS EXPERIENCE

The information required in this section is presented in the discussion of the "Provision for Loan Losses and Allowance for Loan Losses" in Part II Item 7.B.II.7, Section B.II. beginning on page 3335 of this Report, including:

Charge-offs and Recoveries by loan type
Factors that led to the amount of the Provision for Loan Losses
Allocation of the Allowance for Loan Losses by loan type

The percent of loans in each loan category is presented in the table of loan types in the preceding section on page 4041 of this report.


Report.

IV. DEPOSITS

The following table sets forth the average balances of and average rates paid on deposits for the periods indicated.

AVERAGE DEPOSIT BALANCES
(Dollars In Thousands)
Years Ended December 31,Years Ended December 31,
12/31/2016 12/31/2015 12/31/201412/31/2019 12/31/2018 12/31/2017
Average
Balance
 Rate 
Average
Balance
 Rate 
Average
Balance
 Rate
Average
Balance
 Rate 
Average
Balance
 Rate 
Average
Balance
 Rate
Demand Deposits$366,956
 % $329,017
 % $290,922
 %$472,517
 % $460,355
 % $421,061
 %
Interest-Bearing Checking Accounts912,461
 0.14% 915,565
 0.14
 861,457
 0.20
727,857
 0.27% 849,626
 0.19% 907,113
 0.17%
Savings Deposits616,208
 0.15% 554,330
 0.13
 521,595
 0.16
910,840
 0.92% 753,198
 0.46% 685,782
 0.20%
Time Deposits of $100,000 or More69,489
 0.65% 59,967
 0.59
 70,475
 1.09
Time Deposits of $250,000 or More95,932
 2.01% 78,159
 1.51% 32,089
 0.88%
Other Time Deposits129,084
 0.51% 136,396
 0.54
 158,592
 0.85
259,636
 1.63% 173,151
 0.82% 165,778
 0.57%
Total Deposits$2,094,198
 0.16% $1,995,275
 0.16
 $1,903,041
 0.25
$2,466,782
 0.67% $2,314,489
 0.33% $2,211,823
 0.19%

During 2016 averageAverage total deposit balances increased by $99$152.3 million, or 5.0%, over the average for 2015. Most of this growth occurred6.6% in 2019, mainly in the fourth quarterdemand deposit, savings deposit and time deposit categories. Growth in other time deposits includes $80million in brokered deposits in order to diversify funding with more favorable rates as compared to wholesale borrowing. The remainder of 2016, which is the result of typical seasonal fluctuations primarily in our municipal deposit balances andgrowth was largely generated from ourthe Company's pre-existing branch network, although we did open one new branch, in Troy, New York, in September 2015.network.
During 2015 average total deposit balances increased by $92.2 million, or 4.8%, over the average for 2014. Most of this growth occurred in the fourth quarter of 2015, which is the result of typical seasonal fluctuations primarily in our municipal deposit balances and was largely generated from our pre-existing branch network, although we did recently open two new branches: in Troy, New York, in September 2015, and in Colonie, New York, in June 2014.
During 2014 average total deposit balances increased by $82.8 million, or 4.6%, over the average for 2013. Most of this growth occurred in the fourth quarter of 2014, consistent with our typical seasonal fluctuations in deposits and was largely generated from our pre-existing branch network, although we did recently open one new branch, in Colonie, New York, in June 2014.
WeThe Company did not sell or close any branches during the covered period, 2014-2016. We did not hold any brokered deposits during 2014. However,2017-2019. Beginning in 2015, we began to usethe Company used reciprocal brokered deposits for a select group of municipalities to reduce the amount of investment securities required to be pledged as collateral for municipal deposits where through a well-established brokerage program, we transferred amounts in municipal deposits in excess of ourthe FDIC insurance coverage limits were transferred to other participating banks, divided into portions so as to qualify such transferred deposits for FDIC insurance coverage at each transferee bank, inbank. In return, for reciprocal transfers to us ofthe Company in equal amounts of deposits from the participant banks. OurThe balances of reciprocal broker deposits were $57.1$256.1 million and $23.8$56.6 million at December 31, 20162019 and 2015,2018, respectively.

The following table presents the quarterly average balance by deposit type for each of the most recent five quarters.  

DEPOSIT PORTFOLIO
Quarterly Average Deposit Balances
(Dollars In Thousands)
Quarters EndedQuarters Ended
Dec 2016 Sep 2016 Jun 2016 Mar 2016 Dec 201512/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Demand Deposits$383,226
 $381,195
 $357,285
 $345,783
 $348,748
$491,494
 $490,177
 $454,130
 $453,668
 $473,170
Interest-Bearing Checking Accounts921,971
 869,439
 928,904
 929,898
 953,609
724,668
 686,017
 733,327
 768,354
 817,788
Savings Deposits649,928
 607,850
 602,625
 604,151
 582,140
1,003,612
 924,868
 879,026
 833,832
 793,299
Time Deposits of $100,000 or More79,196
 75,388
 63,117
 60,085
 60,294
Time Deposits of $250,000 or More120,321
 86,018
 97,703
 79,346
 76,640
Other Time Deposits125,835
 129,960
 130,518
 130,047
 131,035
267,326
 285,448
 272,104
 212,785
 186,334
Total Deposits$2,160,156
 $2,063,832
 $2,082,449
 $2,069,964
 $2,075,826
$2,607,421
 $2,472,528
 $2,436,290
 $2,347,985
 $2,347,231

Fluctuations in balances of our interest-bearing checking and savings accounts and time deposits of $100,000 or more arewere largely the result of municipal deposit fluctuations.  Municipal deposits on average represent 28%for the above period represented 20% to 34%30% of our total deposits. Municipal deposits and are typically placed in interest-bearing checking and savings accounts, as well as time deposits of short duration.deposits.
In general, there is a seasonal pattern to municipal deposits which dip to a low point in August each year.  Account balances tend toyear and increase throughout the fallin September and into the winter monthsOctober from tax deposits, and increase again at the end of March from the electronic deposit of NYS Aid payments to school districts.  In addition to these seasonal fluctuations within types of accounts, the overall level of municipal deposit balances fluctuates from year-to-year as some municipalities move their accounts in and out of ourthe Company's banks due to competitive factors.  Often, the balances of municipal deposits at the end of a quarter are not representative of the average balances for that quarter. We expect that this shift
As market rates increased during 2019, the competition for deposits intensified. Deposit clients moved funds from low rate interest-bearing checking accounts to products with higher rates, such as money market savings deposits and time deposits to nonmaturity deposit products may continuedeposits. In


to occuraddition, the Company attracted new deposit relationships in upcoming periods, although perhaps at a slower pace, if deposit rates and interest rates remain at their current extraordinarily low levels. Contrarily, if deposit rates should begin to climb, we anticipate the movement of time deposits to nonmaturity interest bearing deposits to halt altogether, and likely to reverse itself if the rate rise is continuing or significant. 
For a variety of reasons,the Company's product offerings, including demand deposits, money market savings deposits and time deposits.
The other time deposits category includes $80 million in brokered time deposits obtained in the seasonality2019to provide a diversified source of municipal deposits, we typically experience little net growth or a small contraction in average deposit balances in the first quarter of each calendar year, some growth in the second quarter, contraction in the third quarterfunds at more favorable rates as compared to overnight borrowings and substantial growth in the fourth quarter.  Deposit balances followed this seasonal pattern during 2016, as in the prior two years. From 2015 to 2016, growth occurred in both municipal accounts (0.6%) as well as other deposit accounts (4.2%). The growth in our non-municipal account balances during 2016 was distributed among all our deposit categories.wholesale funding.

The total quarterly average balances as a percentage of total deposits are illustrated in the table below.
Percentage of Total Quarterly Average DepositsQuarters EndedQuarters Ended
Dec 2016 Sep 2016 Jun 2016 Mar 2016 Dec 2015
12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Demand Deposits17.7% 18.5% 17.2% 16.7% 16.8%18.8% 19.8% 18.6% 19.3% 20.2%
Interest-Bearing Checking Accounts42.7
 42.1
 44.6
 44.9
 46.0
27.8% 27.7% 30.1% 32.7% 34.8%
Savings Deposits30.1
 29.5
 28.9
 29.2
 28.0
38.5% 37.5% 36.0% 35.5% 33.8%
Time Deposits of $100,000 or More3.7
 3.7
 3.0
 2.9
 2.9
Time Deposits of $250,000 or More4.6% 3.5% 4.0% 3.4% 3.3%
Other Time Deposits5.8
 6.3
 6.3
 6.3
 6.3
10.3% 11.5% 11.2% 9.1% 7.9%
Total Deposits100.0% 100.0% 100.0% 100.0% 100.0%100.0% 100.0% 100.0% 100.0% 100.0%

TimeDemand deposits including time deposits of $100,000 or more, decreased significantly and consistently in recent years, both absolutely and as a percentage of total deposits were fairly consistent in 2019, between 18.6% and 19.8%. Lower costing interest-bearing checking accounts decreased as deposit rates generally continued their falla percentage of total deposits during these years. A portion of our2019, while money market savings deposits and other time deposits increased as a percentage of $100,000 or more are comprised of municipal deposits and are typically obtained on a competitive bid basis. We, like virtually all insured depository institutions, have experienced a steady decrease in the cost of our deposits extending from mid-2007 through the end of 2015.  Our cost of deposits remain virtually unchanged over the past 5 quarters, as evidenced in the table below, although the Fed increased the federal funds rate twice during that period.total deposits.

The total quarterly interest cost of our deposits, by type of deposit and in total, for each of the most recent five quarters is set forth in the table below:

Quarterly Cost of DepositsQuarters EndedQuarters Ended
Dec 2016 Sep 2016 Jun 2016 Mar 2016 Dec 2015
12/31/2019 9/30/2019 6/30/2019 3/31/2019 12/31/2018
Demand Deposits% % % % %% % % % %
Interest-Bearing Checking Accounts0.15% 0.15
 0.13
 0.13
 0.13
0.30% 0.29% 0.25% 0.25% 0.22%
Savings Deposits0.16% 0.15
 0.15
 0.15
 0.14
0.98% 0.99% 0.92% 0.78% 0.66%
Time Deposits of $100,000 or More0.70% 0.68
 0.62
 0.58
 0.59
Time Deposits of $250,000 or More1.88% 2.08% 2.11% 2.02% 1.81%
Other Time Deposits0.51% 0.50
 0.51
 0.52
 0.53
1.67% 1.74% 1.67% 1.36% 1.08%
Total Deposits0.16% 0.16
 0.15
 0.15
 0.15
0.72% 0.73% 0.68% 0.55% 0.45%

In general, rates paid by us on various types of deposit accounts are influenced bychanges in the targeted federal funds rate influence the rates being offered or paid by our competitors,competitor institutions, which resulted in turn are influenced by prevailing interest rateschanges in the economy as impacted from time-to-time by the actionsCompany's cost of the Federal Reserve Bank.deposits. There typically is a time lag between the actions of the Federal Reserves actions undertaken to influence rates, upward or downward, and the actual repricing of our deposit liabilities up or down, althoughand this lag may be shorter or longer than the lag between Federal Reserve rate actions and the repricing of our loans and other earning assets, depending upon the particular circumstances.  
In 2015, we began to use reciprocal brokered deposits for a select group of municipal deposit relationships. The balances of deposits transfered to, and received from, reciprocating banks was $57.1 million at December 31, 2016. Except for these certain municipal reciprocal relationships, we do not use traditional brokered deposits as a regular funding source and there were not any additional such brokered deposit balances carried during 2016, 2015 or 2014.



The maturities of time deposits of $100,000$250,000 or more at December 31, 20162019 are presented below.  (In(Dollars In Thousands)
Maturing in:  
Under Three Months$17,228
$51,440
Three to Six Months15,661
50,107
Six to Twelve Months19,732
10,632
20187,078
20197,366
20202,488
20213,050
10,626
2022
2023
2024
Later2,175
1,163
Total$74,778
$123,968

V. SHORT-TERM BORROWINGS
(Dollars (Dollars in Thousands)
12/31/2016 12/31/2015 12/31/201412/31/2019 12/31/2018 12/31/2017
Overnight Advances from the Federal Home Loan Bank of New York,
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase:
     
Overnight Advances from the FHLBNY, Federal Funds Purchased
and Securities Sold Under Agreements to Repurchase:
     
Balance at December 31$158,836
 $105,173
 $60,421
$181,099
 $288,659
 $169,966
Maximum Month-End Balance158,836
 105,173
 60,421
268,805
 288,659
 198,382
Average Balance During the Year94,103
 45,595
 29,166
191,256
 192,047
 140,808
Average Rate During the Year0.42% 0.29% 0.25%1.80% 1.55% 0.81%
Rate at December 310.59% 0.27% 0.26%1.35% 2.13% 0.98%



D. LIQUIDITY

The objective of effective liquidity management is to ensure that we havethe Company has the ability to raise cash when we need itneeded at a reasonable cost.  We must be capableThis includes the capability of meeting expected and unexpected obligations to ourthe Company's customers at any time.  Given the uncertain nature of customer demands as well as the need to maximize earnings, wethe Company must have available reasonably priced sources of funds, both on- and off-balance sheet, that can be accessed quickly in time of need.
OurThe primary sources of available liquidity are overnight investments in federal funds sold, interest bearing bank balances at the Federal Reserve Bank of New York, and cash flow from investment securities and loans.  Certain investment securities are selected at purchase as available-for-sale based on their marketability and collateral value, as well as their yield and maturity.  OurThe securities available-for-sale portfolio was $347.0 million$357.3 million at year-end 2016, a decrease2019, an increase of $55.3$39.8 million from the year-end 20152018 level. Due to the potential for volatility in market values, we arethe Company may not always be able to assume thatsell securities may be sold on a short notice at their carrying value, even to provide needed liquidity.
In addition to liquidity from short-term investments, investment securities and loans, we havethe Company has supplemented available operating liquidity with additional off-balance sheet sources such as federal funds lines of credit with correspondent banks and credit lines with the Federal Home Loan Bank of New York ("FHLBNY"). OurFHLBNY. The federal funds lines of credit are with twothree correspondent banks totaling $35 million; we did$67 million which were not drawdrawn on these lines during 2016.  2019, other than to test the facilities.
To support ourthe borrowing relationship with the FHLBNY, we havethe Company has pledged collateral, including residential mortgage and home equity loans. At December 31, 2016, we2019, the Company had outstanding collateral obligations with the FHLBNY of $183$215 million; on suchas of that date, ourthe unused borrowing capacity at the FHLBNY was approximately $263$516 million. In addition weBrokered deposits have also been identified brokered certificates of deposit as an appropriate off-balance sheetavailable source of funding accessible in a relatively short time period. At December 31, 2019, the balance of outstanding brokered deposits totaled $125.6 million. Also, ourthe Company's two bank subsidiaries have each established a borrowing facility with the Federal Reserve Bank of New York, pledging certain consumer loans as collateral for potential "discount window" advances, which we maintainare maintained for contingency liquidity purposes. At December 31, 2016,2019, the amount available under this facility was approximately $370$580 million, and there were no advances then outstanding.    
We measureThe Company measures and monitor ourmonitors basic liquidity as a ratio of liquid assets to total short-term liabilities, both with and without the availability of borrowing arrangements. Based on the level of overnight funds investments, available liquidity from ourthe investment securities portfolio, cash flows from ourthe loan portfolio, ourthe stable core deposit base and ourthe significant borrowing capacity, we believethe Company believes that ourthe available liquidity is sufficient to meet all funding needs that may arise in connection with any reasonably likely events or occurrences. At December 31, 2016, our2019, Arrow's basic liquidity ratio, including our FHLBFHLBNY collateralized borrowing capacity, was 11.2%20.9% of total assets, or $188$537 million in excess of ourArrow's internally-set minimum target ratio of 4%.
Because of ourits consistently favorable credit quality and strong balance sheet, wethe Company did not experience any significant liquidity constraints in 20162019 and did not experience any such constraints in anyrecent prior year,years, back to and including the financial crisis years. We haveThe Company has not at any time during such period been forced to pay premium rates to obtain retail deposits or other funds from any source.



E. CAPITAL RESOURCES AND DIVIDENDS

Important Regulatory Capital Standards

Revised Bank Capital Rules.

The Dodd-Frank, Act enacted in 2010, directed U.S. bank regulators to promulgate revised bank organization capital standards, which were required to be at least as strict as the regulatory capital standards for banks then in effect. The revised bank regulatory capital standardsCapital Rules under Dodd-Frank were adopted by the Federal bank regulatory agencies in 2013 and became effective for our holding companyArrow and ourits subsidiary banks on January 1, 2015. These revised capital rulesCapital Rules are summarized in an earlier section of this Report, "Regulatory Capital Standards," beginning on pages 7 and 8.
page 6.
The table below sets forth the various capital ratios achieved by our holding companyArrow and ourits subsidiary banks, Glens Falls National and Saratoga National, as of December 31, 2016,2019, as determined under the revised bank regulatory capital standards in effect on that date, as well as the minimum levels for such capital ratios that bank holding companies and banks are required to maintain under the revised rules.Capital Rules (not including the "capital conservation buffer"). As demonstrated in the table, all of our holding companyArrow's and bankthe banks' capital ratios at year-end were well in excess of the minimum required levels for such ratios, as established by the regulatorsregulators. (See Item 1, Section C, under these revised rules."Regulatory Capital Standards" and Item 8, Note 19 in the Notes to Consolidated Financial Statements, for information regarding the "capital conservation buffer.") In addition, on December 31, 2016, our holding company2019, Arrow and each of ourthe banks qualified as "well-capitalized", the highest capital classification category under the revised capital classification scheme recently established by the federal bank regulators, as in effect on that date.
Capital Ratios:
Arrow GFNB SNB
Minimum
Required
Ratio
Arrow GFNB SNB
Minimum
Required
Ratio
Tier 1 Leverage Ratio9.5% 9.1% 8.9%4.0%10.0% 9.5% 9.6%4.0%
Common Equity Tier 1 Capital Ratio13.0% 13.9% 11.9%4.5%12.9% 13.5% 12.7%4.5%
Tier 1 Risk-Based Capital Ratio14.1% 14.0% 11.9%6.0%13.8% 13.5% 12.7%6.0%
Total Risk-Based Capital Ratio 15.2% 15.0% 12.8%8.0%14.8% 14.5% 13.6%8.0%
Federal bank regulators have issued a final rule under the Economic Growth Act to implement the Community Bank Leverage Ratio (CBLR), introducing an optional simplified measure of capital adequacy for qualifying community banks that satisfy certain requirements, including having a tier 1 leverage ratio of greater than 9%, less than $10 billion in total consolidated assets, and limited amounts of off-balance-sheet exposures and trading assets and liabilities.  A qualifying community bank that opts into the CBLR framework and meets all requirements under the CBLR framework will be considered to have satisfied the risk-based and


leverage capital requirements, and to have met the well-capitalized ratio requirements under the “prompt corrective action” regulations and will not be required to report or calculate risk-based capital ratios.  The CBLR is calculated as the ratio of “tier 1 capital” divided by “average total consolidated assets.”  The Company’s CBLR computed in compliance with this new standard is expected to exceed this new 9% threshold.  This final rule became effective January 1, 2020, and qualifying community banking organizations can utilize the CBLR framework for purposes of filing their call reports or Form FR Y-9C, as applicable, for the first quarter of 2020 or wait until the quarter beginning April 1, 2020.

Stockholders' Equity at Year-end 2016:2019: Stockholders' equity was $232.9$301.7 million at December 31, 2016,2019, an increase of $18.9$32.1 million, or 8.8%11.9%, from the prior year-end.  During 2016 stockholders'The increase in total stockholders' equity was positively impacted by (a)during 2019 principally reflected the following factors: $37.5 million of net income for the period, plus $3.1 million of $26.5 million, (b) equity received from ourrelated to various stock-based compensation plans, plus $1.8 million of $3.1 million, and (c)equity resulting from the dividend reinvestment plan, plus other comprehensive income of $1.1$7.5 million while stockholders' equity was reduced by (d) cash dividends of $13.1$15.2 million and (e) purchasesthe repurchases of our own common stock of $2.1$2.5 million.

Trust Preferred Securities: In each of 2003 and 2004, weArrow issued $10 million of trust preferred securities (TRUPs) in a private placement. Under the Federal Reserve Board's regulatory capital rules then in effect, TRUPs proceeds typically qualified as Tier 1 capital for bank holding companies such as ours,Arrow's, but only in amounts up to 25% of Tier 1 capital, net of goodwill less any associated deferred tax liability. Under the Dodd-Frank, Act, any trust preferred securities that Arrow might issue on or after the grandfathering date set forth in Dodd-Frank (May 19, 2010) would no longer qualify as Tier 1 capital under bank regulatory capital guidelines, whereas TRUPs outstanding prior to the grandfathering cutoff date set forth in Dodd-Frank (May 19, 2010) would continue to qualify as Tier 1 capital until maturity or redemption, subject to limitations. Thus, ourArrow's outstanding TRUPs continue to qualify as Tier 1 regulatory capital, subject to such limitations.

Dividends: The source of funds for the payment by our holding companyArrow of cash dividends to stockholders consists primarily of dividends declared and paid to the holding companyit by ourits bank subsidiaries.  In addition to legal and regulatory limitations on payments of dividends by our holding companyArrow (i.e., the need to maintain adequate regulatory capital), there are also legal and regulatory limitations applicable to the payment of dividends by ourthe bank subsidiaries to our holding company.Arrow.  As of December 31, 2016,2019, under the statutory limitations in national banking law, the maximum amount that could have been paid by the bank subsidiaries to the holding company,Arrow, without special regulatory approval, was approximately $37.1 million.$64.6 million  The ability of our holding companyArrow and ourits banks to pay dividends in the future is and will continue to be influenced by regulatory policies, capital guidelines and applicable laws.
See Part II, Item 5, "Market for the Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities" for a recent history of ourits cash dividend payments.

Stock Repurchase Program: In October 2016,2019, the Board of Directors approved a $5.0 million stock repurchase program,program. effective January 1, 20172020 (the 20172020 program), under which management is authorized, in its discretion, to cause the Company to repurchase from time-to-timeup to $5 million of shares of Arrow's common stock during 2017,2020, in the open market or in privately negotiated transactions, up to $5 million of Arrow common stock, to the extent management believes the Company's stock is reasonably priced and such repurchases appear to be an attractive use of available capital and in the best interests of stockholders.its shareholders. This 20172020 program replaced a similar repurchase program which was in effect during 2016over the period from January 30, 2019 through December 31, 2019 (the 20162019 program), which also authorized the repurchase of up to $5.0 million of Arrowshares of Arrow's common stock. As of December 31, 20162019 approximately $495 thousand$1.2 million had been used under the 20162019 program to repurchase Arrow shares. This total does not include approximately $1.6$2.5 million of Arrow's Common Stock that the Company repurchased during 20162019 other than through its repurchase program, i.e., repurchases of Arrow shares on the market utilizing funds accumulated under Arrow's Dividend Reinvestment Plan and the surrender or deemed surrender of Arrow stock to the Company in connection with employees' stock-for-stock exercises of compensatory stock options to buy Arrow stock.



F. OFF-BALANCE SHEET ARRANGEMENTS

In the normal course of operations, weArrow may engage in a variety of financial transactions or arrangements, including derivative transactions or arrangements, that in accordance with generally accepted accounting principles are not recorded in the financial statements, or are recorded in amounts that differ from the notional amounts.  These transactions or arrangements involve, to varying degrees, elements of credit, interest rate, and liquidity risk.  Such transactions or arrangements may be used by usArrow or ourArrow's customers for general corporate purposes, such as managing credit, interest rate, or liquidity risk or to optimize capital, or may be used by usArrow or ourArrow's customers to manage funding needs.
We have no off-balance sheet arrangements that are reasonably likely to have a material current or future effect on our financial condition, revenues or expenses, results of operations, liquidity or capital expenditures. As of December 31, 2016, we had no derivative securities, includingIn 2019, Arrow entered into interest rate swaps, credit default swaps, or equity puts or calls,swap agreements with its commercial customers to provide them with a long-term fixed rate, while simultaneously Arrow entered into offsetting interest rate swap agreements with a counterparty to swap the fixed rate to a variable rate to manage interest rate exposure.
The Company's interest rate swap agreements are not designated as a hedge for accounting purposes. As the interest rate swap agreements have substantially equivalent and offsetting terms, they do not present any material exposure to the Company's consolidated statements of income. The Company records its interest rate swap agreements at fair value and is presented on a gross basis within other assets and other liabilities on the consolidated balance sheets. Changes in our investment portfolio.the fair value of assets and liabilities arising from these derivatives are included, net, in other income in the consolidated statement of income.




G. CONTRACTUAL OBLIGATIONS (In(Dollars In Thousands)
Payments Due by PeriodPayments Due by Period
Contractual ObligationTotal 
Less Than
 1 Year
 1-3 Years 3-5 Years 
More Than 5 Years
Total 
Less Than
 1 Year
 1-3 Years 3-5 Years 
More Than 5 Years
Long-Term Debt Obligations:                  
Federal Home Loan Bank Advances 1
$55,000
 $
 $30,000
 $25,000
 $
$30,000
 $25,000
 $5,000
 $
 $
Junior Subordinated Obligations
Issued to Unconsolidated
Subsidiary Trusts 2
20,000
 
 
 
 20,000
20,000
 
 
 
 20,000
Operating Lease Obligations 3
2,251
 675
 895
 403
 278
7,213
 788
 1,249
 1,063
 4,113
Finance Lease Obligations 3
9,400
 230
 407
 492
 8,271
Obligations under Retirement Plans 4
35,358
 3,354
 6,527
 7,039
 18,438
40,066
 4,057
 7,499
 8,186
 20,324
Total$112,609
 $4,029
 $37,422
 $32,442
 $38,716
$106,679
 $30,075
 $14,155
 $9,741
 $52,708

1 See Note 10, Debt, to the Consolidated Financial Statements in Item 8 of this Report for additional information on Federal Home Loan Bank Advances, including call provisions.
2 See Note 10, Debt, to the Consolidated Financial Statements in Item 8 of this Report for additional information on Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts (trust preferred securities).
3 See Note 18, Leases, to the Consolidated Financial Statements in Item 8 of this Report for additional information on our Operating Lease Obligations.
4 See Note 13, Retirement Benefit Plans, to the Consolidated Financial Statements in Item 8 of this Report for additional information on our Retirement Benefit Plans.



H. RECENTLY ISSUED ACCOUNTING STANDARDS

The following accounting standards have been issued and become effective for the Company at a future date:
In June 2016, the FASB issued ASU 2016-13 "Financial Instruments - Credit Losses" ("CECL") which will change the way financial entities measure expected credit losses for financial assets, primarily loans. Under this ASU, the "incurred loss" model will be replaced with an "expected loss" model which will recognize losses over the life of the instrument and requires consideration of a broader range of reasonable and supportable information. Currently, credit losses on available-for-sale securities reduce the carrying value of the instrument and cannot be reversed. Under CECL, the amount of the credit loss is carried as a valuation allowance and can be reversed. The standard also requires expanded credit quality disclosures. In April 2019, the FASB issued ASU 2019-04 "Codification Improvements to Topic 326, Financial Instruments-Credit Losses; Topic 815, Derivatives and Hedging; and Topic 825, Financial Instruments," which clarifies that the estimate of expected credit losses should include expected recoveries of financial assets, and that contractual extension or renewal options that are not unconditionally cancellable by the lender are considered when determining the contractual term over which expected credit losses are measured. The Company's loan terms for contractual extensions and renewal options are unconditionally cancellable by the Company (that is, the Company has no obligation to extend or renew existing loans), and therefore are not considered in measuring expected credit losses. In May 2019, the FASB issued ASU 2019-05 "Targeted Transition Relief," which allows entities to irrevocably elect the fair value option for certain financial assets measured at amortized cost, not including held-to-maturity investment securities which will continue to be measured at amortized cost. This will apply to those institutions that elect the fair value option on newly originated or purchased financial assets, to avoid the possibility of dual measurement methodologies for identical or similar financial assets.
CECL became effective for Arrow on January 1, 2020. The initial adjustment will not be reported in earnings, but as the cumulative effect of a change in accounting principle and the adoption will require additional disclosures in future periods. Through the date of adoption, the Company has held CECL working group meetings that included individuals from various functional areas relevant to the implementation of CECL. The Company's CECL working group have developed accounting policies for credit losses including, among other things, management’s decisions regarding portfolio segmentation, life of loan considerations, and reasonable and supportable forecasting methodology. CECL describes several acceptable methodologies for calculating expected losses on a loan or a pool of loans. The Company has identified the discounted cash flow method for determining losses for the commercial loan portfolios and the residential real estate portfolios, and the vintage method for the consumer indirect loan portfolio. As a result of analyses performed, including the availability of future economic data, the Company will utilize an 18-month reasonable and supportable forecast period, and revert to an historic loss rate using the straight-line method over a two year reversion period. The Company has identified the economic data that best correlate with expected loan losses through the use of various regression analyses of historical economic information and loan losses. The adoption of this standard will change the way qualitative factors are determined as compared to the current methodology used under the current allowance for loan losses model.
The Company has performed a parallel run as of December 31, 2019 and is in process of reviewing the most recent model run, reviewing the results of model back-testing, finalizing certain assumptions including qualitative adjustments, and incorporating the feedback from the third party model validation process into the model. The Company has also developed a control framework and is in process of finalizing controls. The Company continues to monitor the effect of this guidance, as well as regulatory guidance, and evaluate the effect it will have on the consolidated financial statements, disclosures and processes and internal controls.
Based on our fourth quarter parallel run, review of the portfolio, including the composition, characteristics and quality of the underlying loans, and the prevailing economic conditions and forecasts as of the adoption date, the Company believes that adoption of CECL will result in an immaterial impact to retained earnings. The Company will remain a well-capitalized financial institution under current regulatory calculations.

In August 2018, the FASB issued ASU 2018-13 "Disclosure Framework-Changes to the Disclosure Requirements for Fair Value Measurement" as part of its disclosure framework, and pursuant to which FASB has eliminated, amended and added disclosure requirements for fair value measurements. The following disclosure requirements were eliminated: amount of and reasons for transfers between Level 1 and Level 2 of the fair value hierarchy; the policy of the timing of transfers between levels of the fair value hierarchy; and the valuation processes for Level 3 fair value measurements. For public companies such as Arrow, the following new disclosures will be required: changes in unrealized gains and losses for the period included in other comprehensive income (OCI); the range and weighted average of significant unobservable inputs used or, alternatively, a company may choose to disclose other quantitative information if it determines that it is a more reasonable and rational method that reflects the distribution of unobservable inputs used. For Arrow, the standard becomes effective in the first quarter of 2020. The Company does not expect that the adoption of this change in fair value disclosure will have a material impact on its financial position or the results of operations in periods subsequent to its adoption.

In August 2018, the FASB issued ASU 2018-14 "Disclosure Framework-Changes to the Disclosure Requirements for Defined Benefit Plans" which applies to all companies that provide defined benefit pension or other postretirement benefit plans for their employees. Certain disclosure requirements have been eliminated such as reporting the amounts in accumulated other comprehensive income expected to be recognized as components of net periodic benefit cost over the next year, and reporting the effects of a one-percentage-point change in the assumed healthcare cost trend rate on the aggregate of the service cost and interest cost components of net periodic benefit cost and on the benefit obligation for postretirement healthcare benefits. New required disclosures for reporting the weighted-average interest rate used to credit cash balance and similar plans that have a promised interest credit, the reasons for significant gains and losses affecting benefit obligations and other requirements for reporting aggregate information related to pension plans. For Arrow, the standard becomes effective at December 31, 2020. The Company does not


expect that the adoption of this change affecting defined benefit plan disclosures will have a material impact on its financial position or the results of operations.

In August 2018, the FASB issued ASU 2018-15 "Customer's Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement That Is a Service Contract" which will require companies to defer potentially significant, specified implementation costs incurred in a cloud computing arrangement that are currently often expensed under US GAAP. For Arrow, the standard becomes effective at January 1, 2020. The Company does not expect that the adoption of this standard will have a material impact on its financial position or the results of operations in periods subsequent to its adoption.

In October 2018, the FASB issued ASU No. 2018-17, Consolidation (Topic 810): Targeted Improvements to Related Party Guidance for Variable Interest Entities ("ASU 2018-17"). ASU 2018-17 provides that indirect interests held through related parties in common control arrangements should be considered on a proportional basis for determining whether fees paid to decision makers and service providers are variable interests. For Arrow, the standard becomes effective on January 1, 2020. The Company does not expect that the adoption will have a material impact on its financial position or the results of operations.

In December 2019, the FASB issued ASU 2019-12 "Simplifying the Accounting for Income Taxes" (Topic 740), which removes certain exceptions to the general principles in Topic 740 and improves consistent application of and simplifies GAAP for other areas of Topic 740 by clarifying and amending existing guidance. This ASU is effective for fiscal years beginning after December 15, 2020 and interim periods within those fiscal years, with early adoption permitted. Arrow will adopt this standard effective on January 1, 2021. The Company does not expect that the adoption of this standard will have a material impact on its financial position or the results of operations in periods subsequent to its adoption.


H.I. FOURTH QUARTER RESULTS

WeArrow reported net income of $6.6$9.74 million for the fourth quarter of 2016,2019, an increase of $31$982 thousand, or 0.5%11.2%, from the net income of $6.57$8.76 million we reported for the fourth quarter of 2015.2018.  Diluted earnings per common share for the fourth quarter of 20162019 were $0.49, was unchanged$0.65, up from $0.59 during the fourth quarter of 2015.2018.  The net change in earnings between the two quarters was primarily affected bydue to the following: (a) a $1.1$1.3 million increase in tax-equivalent net interest income, (b) a $39$282 thousand decreaseincrease in noninterest income, (c) an $18a $12 thousand increasedecrease in the provision for loan losses, (d) a $1.0 million$218 thousand increase in noninterest expense, and (e) a $31$353 thousand decreaseincrease in the provision for income taxes.  The principal factors contributing to these quarter-to-quarter changes are included in the discussion of the year-to-year changes in net income set forth elsewhere in this Item 7, specifically, in Section B, "Results of Operations," above, as well as in the Company's Current Report on Form 8-K, as filed with the SEC on January 20, 2017,28, 2020, incorporating by reference the Company's earnings release for the year ended December 31, 2016.2019.

SELECTED FOURTH QUARTER FINANCIAL INFORMATION
(Dollars In Thousands, Except Per Share Amounts)
For the Quarters Ended
 December 31,
For the Quarters Ended
 December 31,
12/31/2016 12/31/20152019 2018
Interest and Dividend Income$19,770
 $18,510
$28,367
 $26,000
Interest Expense1,404
 1,231
5,449
 4,343
Net Interest Income18,366
 17,279
22,918
 21,657
Provision for Loan Losses483
 465
634
 646
Net Interest Income after Provision for Loan Losses17,883
 16,814
22,284
 21,011
Noninterest Income6,648
 6,687
7,081
 6,799
Noninterest Expense15,272
 14,242
17,099
 16,881
Income Before Provision for Income Taxes9,259
 9,259
12,266
 10,929
Provision for Income Taxes2,659
 2,690
2,526
 2,171
Net Income$6,600
 $6,569
$9,740
 $8,758
SHARE AND PER SHARE DATA:      
Weighted Average Number of Shares Outstanding:      
Basic13,441
 13,306
14,978
 14,885
Diluted13,565
 13,368
15,026
 14,949
Basic Earnings Per Common Share$0.49
 0.49
$0.65
 $0.59
Diluted Earnings Per Common Share0.49
 0.49
0.65
 0.59
Cash Dividends Per Common Share0.250
 0.243
0.260
 0.252
AVERAGE BALANCES:      
Assets$2,572,425
 $2,442,964
$3,113,114
 $2,954,031
Earning Assets2,446,375
 2,317,784
2,969,972
 2,831,438
Loans1,726,738
 1,556,234
2,358,110
 2,160,435
Deposits2,160,156
 2,075,825
2,607,421
 2,347,231
Stockholders Equity
230,198
 213,219
Stockholders’ Equity296,124
 268,503
SELECTED RATIOS (Annualized):      
Return on Average Assets1.02% 1.07%1.24% 1.18%
Return on Average Equity11.41% 12.22%13.05% 12.94%
Net Interest Margin 1
3.14% 3.11%
Net Interest Margin3.06% 3.03%
Net Charge-offs to Average Loans0.10% 0.05%0.06% 0.08%
Provision for Loan Losses to Average Loans0.11% 0.12%0.11% 0.12%

1 Net Interest Margin is the ratio of tax-equivalent net interest income to average earning assets. (See “Use of Non-GAAP Financial
Measures” on page 4).



SUMMARY OF QUARTERLY FINANCIAL DATA (Unaudited)
The following quarterly financial information for 20162019 and 20152018 is unaudited, but, in the opinion of management, fairly presents the results of Arrow.  

SELECTED QUARTERLY FINANCIAL DATA
(Dollars In Thousands, Except Per Share Amounts)
20162019
First
Quarter
 
Second
Quarter
 
Third
Quarter
 
Fourth
Quarter
First
Quarter
 
Second
Quarter
 
Third
Quarter
 
Fourth
Quarter
Total Interest and Dividend Income$18,626
 $19,237
 $19,282
 $19,770
$26,213
 $27,227
 $27,952
 $28,367
Net Interest Income17,363
 17,953
 17,877
 18,366
21,121
 21,707
 22,303
 22,918
Provision for Loan Losses401
 669
 480
 483
472
 455
 518
 634
Net Securities Gains (Losses)
 144
 
 (166)
Net Securities Gains76
 
 146
 67
Income Before Provision for Income Taxes9,467
 9,594
 9,429
 9,259
10,884
 11,240
 12,685
 12,266
Net Income6,549
 6,647
 6,738
 6,600
8,734
 8,934
 10,067
 9,740
Basic Earnings Per Common Share0.49
 0.50
 0.50
 0.49
0.59
 0.60
 0.67
 0.65
Diluted Earnings Per Common Share0.49
 0.49
 0.50
 0.49
0.58
 0.60
 0.67
 0.65
20152018
First
Quarter
 
Second
Quarter
 
Third
Quarter
 
Fourth
Quarter
First
Quarter
 
Second
Quarter
 
Third
Quarter
 
Fourth
Quarter
Total Interest and Dividend Income$16,990
 $17,407
 $17,831
 $18,510
$22,418
 $23,590
 $24,495
 $26,000
Net Interest Income15,904
 16,164
 16,578
 17,279
20,402
 20,962
 20,997
 21,657
Provision for Loan Losses275
 70
 537
 465
746
 629
 586
 646
Net Securities Gains90
 16
 
 23
Net Securities Gains (Losses)18
 223
 114
 (142)
Income Before Provision for Income Taxes8,530
 9,155
 8,328
 9,259
10,589
 12,052
 11,735
 10,929
Net Income5,855
 6,305
 5,933
 6,569
8,531
 9,730
 9,260
 8,758
Basic Earnings Per Common Share0.44
 0.48
 0.45
 0.49
0.57
 0.66
 0.62
 0.59
Diluted Earnings Per Common Share0.44
 0.47
 0.45
 0.49
0.57
 0.65
 0.62
 0.58




Item 7A.  Quantitative and Qualitative Disclosures About Market Risk
In addition to credit risk in ourthe loan portfolio and liquidity risk, discussed earlier, ourthe Company's business activities also generate market risk.  Market risk is the possibility that changes in future market rates (interest rates) or prices (fees for products and services)(market value of financial instruments) will make ourthe Company's position (i.e., our assets and operations) less valuable.  The Company's primary market risk is interest rate volatility. The ongoing monitoring and management of interest rate and market risk is an important component of ourthe asset/liability management process, which is governed by policies that are reviewed and approved annually by the Board of Directors.  The Board of Directors delegates responsibility for carrying out asset/liability oversight and control to management'smanagement's Asset/Liability Committee ("ALCO").  In this capacity ALCO develops guidelines and strategies impacting ourthe asset/liability profile based upon estimated market risk sensitivity, policy limits and overall market interest rate levels and trends.  We have not made use
Changes in market interest rates, whether increases or decreases, can trigger repricing and changes in the pace of derivatives, such as interest rate swaps,payments for both assets and liabilities (prepayment risk). This may individually or in our risk management process.
Interest rate risk is the most significant market risk affecting us.  Interest rate risk is the exposure of ourcombination affect net interest income, to changes innet interest rates. Interest rate risk is directly related to the different maturitiesmargin, and repricing characteristics of interest-bearing assets and liabilities, as well as to the risk of prepayment of loans and early withdrawal of time deposits, and the fact that the speed and magnitude of responses to interest rate changes varies by product.
ultimately net income, either positively or negatively. ALCO utilizes the results of a detailed and dynamic simulation model to quantify the estimated exposure ofthis interest rate risk by projecting net interest income to sustainedin various interest rate changes.  While ALCO routinely monitors simulated net interest income sensitivity over a rolling two-year horizon, it also utilizes additional tools to monitor potential longer-term interest rate risk, including periodic stress testing involving hypothetical sudden and significant interest rate spikes.scenarios.  
OurThe Company's standard simulation model attemptsapplies a parallel shift in interest rates, ramped over a 12-month period, to capture the impact of changing interest rates on thenet interest income received and interest expense paid on all interest-sensitive assets and liabilities reflected on our consolidated balance sheet.  This sensitivity analysis isincome.  The results are compared to ALCO policy limits which specify a maximum tolerance level for net interest income exposure over a one-one and two year horizon,periods, assuming no balance sheet growth and a 200 basis point upward and a 100 basis point downward shift in interest rates,rates. Additional tools to monitor potential longer-term interest rate risk, including periodic stress testing involving hypothetical sudden and a repricing of interest-bearing assets and liabilities at their earliest reasonably predictable repricing date.  We normally apply a parallel and pro rata shiftsignificant interest rate spikes are also evaluated.
The following table summarizes the percentage change in rates over a 12-month period.  However, at year-end 2016net interest income as compared to the targeted federal funds rate was only 50 basis points above the rate where it had been from late 2008 to December 16, 2015, a range of 0 to .25%.  Thus, for purposes of our decreasing rate simulation, we applied a hypothetical 100 basis point downward shiftbase scenario, which assumes no change in market interest rates as generated from the standard simulation model. The results are presented for assets and liabilities at the long endeach of the yield curve with hypothetical short-term rate decreases for particular assets and liabilities equal to the lesserfirst two years of 100 basis points or such lower rate (below 100 basis points) as was actually borne by such asset or liability.
Applying the simulation model analysis as of December 31, 2016, aperiod for the 200 basis point increase in interest rates demonstrated a 3.3% decrease in net interest income,rate scenario and athe 100 basis point (as adjusted) decrease in interest rates demonstrated a 0.3% decrease in net interest income.rate scenario. These amounts wereresults are well within ourthe ALCO policy limits.  limits as shown.

As of December 31, 2019:
 Change in Interest Rate Policy Limit
 + 200 basis points - 100 basis points  
Calculated change in Net Interest Income - Year 1(6.80)% (0.99)% (10.00)%
Calculated change in Net Interest Income - Year 20.18% (8.93)% (15.00)%

Historically, there has existed an inverse relationship between changes in prevailing rates and ourthe Company's net interest income, reflecting the factsuggesting that our liabilities and sources of funds generally reprice more quickly than our earning assets. (near-term liability sensitivity). However, when current prevailing interest rates are already extremely low, a further decline in prevailing rates may not produce the otherwise expected increase in net interest income even over a relatively short time horizon, because as noted above, further decreases in rates with respect to liabilities (deposits) may be significantly impeded by the assumed boundary of a zero rate, whereas further decreases in asset rates are not as likely to run up against the assumed boundary of zero, and thus may be experienced in full or nearly full, across the asset portfolio, even if assets reprice more slowly than liabilities. Thus, even in the short run, rate decreases in the current environment may not be beneficial to income.
If the impact of rate change on our income is projectedsimulated over a longer time horizon, e.g., two years or longer, it might be expected that a decrease in prevailing rates would have a greater negative impact on our income,frame, this exposure is limited, and actually reverses, as compared to the short-term result, as assetsasset yields continue to reprice downward in full response, while liabilities do not further reprice but remain trapped by the cost of funding reaches assumed zero rate boundary. On the other hand, an increase in prevailing rates would have a much less negative impact over the longer term, and perhaps even a neutralceilings or positive impact on our net interest income, as ourfloors (long-term asset portfolios eventually reprice upward. However, other factors may play a significant role in any analysis of the impact of rising rates on our income, including a possible softening of loan demand and/or slowing of the economy that might be expected to accompany any general rate rise.The preceding sensitivity analysis does not represent a forecast on our part and should not be relied upon as being indicative of expected operating results.  sensitivity).
The hypothetical estimatessimulated results underlying the sensitivity analysis are based upon numerous assumptions including: the nature and timing of changes in interest rates including yield curve shape, prepayments on loans and securities, deposit decay rates, pricing decisions on loans and deposits, reinvestment/replacement of asset and liability cash flows, and others.  While assumptions are developed based upon current economic and local market conditions, wethe Company cannot make any assurance as to the predictive nature of these assumptions including how customer preferences or competitor influences might change.
Also, as market conditions vary from those assumed in the sensitivity analysis, actual results will differ due to: prepayment/refinancing levels likely deviating from those assumed, the varying impact of interest rate changes on caps or floors on adjustable rate assets, the potential effect of changing debt service levels on customers with adjustable rate loans, depositor early withdrawals and product preference changes, unanticipated shifts in the yield curve and other internal/external variables.  Furthermore, the sensitivity analysis does not reflect actions that ALCO might take in responding to or anticipating changes in interest rates.




Item 8. Financial Statements and Supplementary Data

The following audited consolidated financial statementsConsolidated Financial Statements and unaudited supplementary data are submitted herewith:

Reports of Independent Registered Public Accounting Firm
Consolidated Balance Sheets as of December 31, 20162019 and 20152018
Consolidated Statements of Income for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Consolidated Statements of Comprehensive Income for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Consolidated Statements of Changes in Stockholders' Equity for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Consolidated Statements of Cash Flows for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Notes to Consolidated Financial Statements





Report of Independent Registered Public Accounting Firm

TheTo the Stockholders and Board of Directors and Stockholders
Arrow Financial Corporation:

Opinion on the ConsolidatedFinancial Statements
We have audited the accompanying consolidated balance sheets of Arrow Financial Corporation and subsidiaries (the Company) as of December 31, 20162019 and 2015, and2018, the related consolidated statements of income, comprehensive income, changes in stockholders’ equity, and cash flows for each of the years in the three‑year period ended December 31, 2016. 2019, and the related notes (collectively, the consolidated financial statements). In our opinion, the consolidated financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 2019 and 2018, and the results of its operations and its cash flows for each of the years in the three‑year period ended December 31, 2019, 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’s internal control over financial reporting as of December 31, 2019, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission, and our report dated February 28, 2020 expressed an unqualified opinion on the effectiveness of the Company’s internal control over financial reporting.
Basis for Opinion
These consolidated financial statements are the responsibility of the Company’s management. Our responsibility is to express an opinion on these consolidated 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 Public Company Accounting Oversight Board (United States).PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement. An audit includesmisstatement, whether due to error or fraud. Our audits included performing procedures to assess the risks of material misstatement of the consolidated 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 supportingregarding the amounts and disclosures in the consolidated financial statements. An auditOur audits also includes assessingincluded evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statement presentation.statements. We believe that our audits provide a reasonable basis for our opinion.

In our opinion,/s/ KPMG LLP
We have served as the consolidated financial statements referred to above present fairly, in all material respects, the financial positionCompany’s auditor since 1990.
Albany, New York
February 28, 2020


Report of Independent Registered Public Accounting Firm

The Stockholders and Board of Directors
Arrow Financial Corporation:

Opinion on Internal Control Over Financial Reporting
We have audited Arrow Financial Corporation and subsidiaries as of December 31, 2016 and 2015, and the results of their operations and their cash flows for each of the years in the three‑year period ended December 31, 2016, 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), the Company’ssubsidiaries’ (the Company) internal control over financial reporting as of December 31, 2016,2019, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission. In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2019, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO)Commission.
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheets of the Company as of December 31, 2019 and 2018, the related consolidated statements of income, comprehensive income, changes in stockholders’ equity, and cash flows for each of the years in the three-year period ended December 31, 2019, and the related notes (collectively, the consolidated financial statements), and our report dated March 14, 2017,February 28, 2020 expressed an unqualified opinion on the effectiveness of the Company’s internal control overthose consolidated financial reporting.statements.



/s/ KPMG LLP


Albany, New YorkBasis for Opinion
March 14, 2017



Report of Independent Registered Public Accounting Firm

The Board of Directors and Stockholders
Arrow Financial Corporation:

We have audited Arrow Financial Corporation and subsidiaries’ (the Company) internal control over financial reporting as of December 31, 2016, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO). 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 Report.Report on Internal Controls 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 Public Company Accounting Oversight Board (United States).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 of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audit also included 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.

In our opinion, Arrow Financial Corporation and subsidiaries maintained, in all material respects, effective internal control over financial reporting as of December 31, 2016, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), the consolidated balance sheets of Arrow Financial Corporation and subsidiaries as of December 31, 2016 and 2015, and the related consolidated statements of income, comprehensive income, changes in stockholders’ equity and cash flows for each of the years in the three-year period ended December 31, 2016, and our report dated March 14, 2017 expressed an unqualified opinion on those consolidated financial statements.


/s/ KPMG LLP


Albany, New York
March 14, 2017  February 28, 2020



ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS
(In Thousands, Except Share and Per Share Amounts)

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS
(Dollars In Thousands, Except Share and Per Share Amounts)

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS
(Dollars In Thousands, Except Share and Per Share Amounts)

December 31, 2016 December 31, 2015December 31, 2019 December 31, 2018
ASSETS      
Cash and Due From Banks$43,024
 $34,816
$47,035
 $56,529
Interest-Bearing Deposits at Banks14,331
 16,252
23,186
 27,710
Investment Securities:      
Available-for-Sale346,996
 402,309
357,334
 317,535
Held-to-Maturity (Approximate Fair Value of $343,751 at
December 31, 2016, and $325,930 at December 31, 2015)
345,427
 320,611
Held-to-Maturity (Approximate Fair Value of $249,618 at
December 31, 2019, and $280,338 at December 31, 2018)
245,065
 283,476
Equity Securities2,063
 1,774
Other Investments10,912
 8,839
10,317
 15,506
Loans1,753,268
 1,573,952
2,386,120
 2,196,215
Allowance for Loan Losses(17,012) (16,038)(21,187) (20,196)
Net Loans1,736,256
 1,557,914
2,364,933
 2,176,019
Premises and Equipment, Net26,938
 27,440
40,629
 30,446
Goodwill21,873
 21,873
21,873
 21,873
Other Intangible Assets, Net2,696
 3,107
1,661
 1,852
Other Assets56,789
 53,027
70,179
 55,614
Total Assets$2,605,242
 $2,446,188
$3,184,275
 $2,988,334
LIABILITIES      
Noninterest-Bearing Deposits$387,280
 $358,751
$484,944
 $472,768
Interest-Bearing Checking Accounts877,988
 887,317
689,221
 790,781
Savings Deposits651,965
 594,538
1,046,568
 818,048
Time Deposits of $100,000 or More74,778
 59,792
Time Deposits over $250,000123,968
 73,583
Other Time Deposits124,535
 130,025
271,353
 190,404
Total Deposits2,116,546
 2,030,423
2,616,054
 2,345,584
Federal Funds Purchased and
Securities Sold Under Agreements to Repurchase
35,836
 23,173
51,099
 54,659
Federal Home Loan Bank Overnight Advances123,000
 82,000
130,000
 234,000
Federal Home Loan Bank Term Advances55,000
 55,000
30,000
 45,000
Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts20,000
 20,000
20,000
 20,000
Finance Leases5,254
 
Other Liabilities22,008
 21,621
30,140
 19,507
Total Liabilities2,372,390
 2,232,217
2,882,547
 2,718,750
STOCKHOLDERS’ EQUITY      
Preferred Stock, $5 Par Value; 1,000,000 Shares Authorized
 
Common Stock, $1 Par Value; 20,000,000 Shares Authorized
(17,943,201 Shares Issued at December 31, 2016, and
17,420,776 Shares Issued at December 31, 2015)
17,943
 17,421
Preferred Stock, $1 Par Value and 1,000,000 Shares Authorized at December 31, 2019 and $5 Par Value; 1,000,000 Shares Authorized at December 31, 2018
 
Common Stock, $1 Par Value; 30,000,000 Shares Authorized at December 31, 2019 and 20,000,000 Shares Authorized at December 31, 2018 (19,606,449 Shares Issued at December 31, 2019, and 19,035,565 Shares Issued at December 31, 2018)19,606
 19,035
Additional Paid-in Capital270,880
 250,680
335,355
 314,533
Retained Earnings28,644
 32,139
33,218
 29,257
Unallocated ESOP Shares (19,466 Shares at December 31, 2016, and
55,275 Shares at December 31, 2015)
(400) (1,100)
Unallocated ESOP Shares (None at December 31, 2019, and
5,001 Shares at December 31, 2018)

 (100)
Accumulated Other Comprehensive Loss(6,834) (7,972)(6,357) (13,810)
Treasury Stock, at Cost (4,441,093 Shares at December 31, 2016, and
4,426,072 Shares at December 31, 2015)
(77,381) (77,197)
Treasury Stock, at Cost (4,608,258 Shares at December 31, 2019, and 4,558,207 Shares at December 31, 2018)(80,094) (79,331)
Total Stockholders’ Equity232,852
 213,971
301,728
 269,584
Total Liabilities and Stockholders’ Equity$2,605,242
 $2,446,188
$3,184,275
 $2,988,334



See Notes to Consolidated Financial Statements.


ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME
(In Thousands, Except Per Share Amounts)


ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME
(Dollars In Thousands, Except Per Share Amounts)


ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME
(Dollars In Thousands, Except Per Share Amounts)


 Years Ended December 31, Years Ended December 31,
 2016 2015 2014 2019 2018 2017
INTEREST AND DIVIDEND INCOME            
Interest and Fees on Loans $62,823
 $56,856
 $53,194
 $95,467
 $81,647
 $70,202
Interest on Deposits at Banks 152
 94
 80
 722
 711
 348
Interest and Dividends on Investment Securities:            
Fully Taxable 7,934
 8,043
 7,954
 8,883
 8,582
 7,884
Exempt from Federal Taxes 6,006
 5,745
 5,633
 4,687
 5,563
 6,223
Total Interest and Dividend Income 76,915
 70,738
 66,861
 109,759
 96,503
 84,657
INTEREST EXPENSE            
Interest-Bearing Checking Accounts 1,280
 1,276
 1,722
 1,985
 1,618
 1,510
Savings Deposits 932
 741
 839
 8,399
 3,457
 1,371
Time Deposits of $100,000 or More 453
 356
 770
Time Deposits over $250,000 1,932
 1,183
 282
Other Time Deposits 658
 742
 1,354
 4,224
 1,420
 950
Federal Funds Purchased and
Securities Sold Under Agreements to Repurchase
 33
 20
 22
 100
 62
 44
Federal Home Loan Bank Advances 1,340
 1,097
 490
 3,952
 3,779
 2,083
Junior Subordinated Obligations Issued to
Unconsolidated Subsidiary Trusts
 660
 581
 570
 1,019
 966
 766
Interest on Financing Leases 99
 
 
Total Interest Expense 5,356
 4,813
 5,767
 21,710
 12,485
 7,006
NET INTEREST INCOME 71,559
 65,925
 61,094
 88,049
 84,018
 77,651
Provision for Loan Losses 2,033
 1,347
 1,848
 2,079
 2,607
 2,736
NET INTEREST INCOME AFTER PROVISION FOR
LOAN LOSSES
 69,526
 64,578
 59,246
 85,970
 81,411
 74,915
NONINTEREST INCOME            
Income From Fiduciary Activities 7,783
 7,762
 7,468
 8,809
 9,255
 8,417
Fees for Other Services to Customers 9,469
 9,220
 9,261
 10,176
 10,134
 9,591
Net (Loss) Gain on Securities Transactions (22) 129
 110
Insurance Commissions 8,668
 8,967
 9,455
 7,182
 7,888
 8,612
Net Gain (Loss) on Securities 289
 213
 (448)
Net Gain on Sales of Loans 821
 692
 784
 622
 135
 546
Other Operating Income 1,113
 1,354
 1,238
 1,477
 1,324
 927
Total Noninterest Income 27,832
 28,124
 28,316
 28,555
 28,949
 27,645
NONINTEREST EXPENSE            
Salaries and Employee Benefits 34,330
 33,064
 30,941
 38,402
 38,788
 37,677
Occupancy Expenses, Net 9,402
 9,267
 8,990
 5,407
 5,026
 4,911
Technology and Equipment Expense 13,054
 11,284
 10,474
FDIC Assessments 1,076
 1,186
 1,117
 157
 881
 891
Other Operating Expense 14,801
 13,913
 12,980
 10,430
 9,076
 8,752
Total Noninterest Expense 59,609
 57,430
 54,028
 67,450
 65,055
 62,705
INCOME BEFORE PROVISION FOR INCOME TAXES 37,749
 35,272
 33,534
 47,075
 45,305
 39,855
Provision for Income Taxes 11,215
 10,610
 10,174
 9,600
 9,026
 10,529
NET INCOME $26,534
 $24,662
 $23,360
 $37,475
 $36,279
 $29,326
Average Shares Outstanding:            
Basic 13,391
 13,281
 13,242
 14,940
 14,840
 14,739
Diluted 13,476
 13,330
 13,272
 14,983
 14,922
 14,838
Per Common Share:            
Basic Earnings $1.98
 $1.86
 $1.76
 $2.51
 $2.44
 $1.99
Diluted Earnings 1.97
 1.85
 1.76
 2.50
 2.43
 1.98



Share and Per Share Amounts have been restated for the September 29, 2016 3%27, 2019 3% stock dividend.
See Notes to Consolidated Financial Statements.


ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
(In Thousands)

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
(Dollars In Thousands)

ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
(Dollars In Thousands)

Years Ended December 31,Years Ended December 31,
2016 2015 20142019 2018 2017
Net Income$26,534
 $24,662
 $23,360
$37,475
 $36,279
 $29,326
Other Comprehensive Income (Loss), Net of Tax:          
Unrealized Net Securities Holding (Losses) Gains Arising During the Year(1,024) (1,832) 232
Reclassification Adjustment for Net Securities Losses (Gains) Included in Net Income13
 (78) (67)
Unrealized Net Securities Holding Gains (Losses) Arising During the Year4,162
 (2,116) (940)
Reclassification Adjustment for Net Securities Losses Included in Net Income
 
 337
Net Retirement Plan Gain (Loss)1,721
 848
 (2,846)2,614
 (2,833) 214
Net Retirement Plan Prior Service (Cost) Credit
 (224) (347)
Net Retirement Plan Prior Service Cost
 (338) 
Amortization of Net Retirement Plan Actuarial Loss435
 514
 288
510
 242
 362
Accretion of Net Retirement Plan Prior Service Credit(7) (34) (53)
Amortization of Net Retirement Plan Prior Service (Credit) Cost167
 80
 (8)
Other Comprehensive Income (Loss)1,138
 (806) (2,793)7,453
 (4,965) (35)
Comprehensive Income$27,672
 $23,856
 $20,567
$44,928
 $31,314
 $29,291

See Notes to Consolidated Financial Statements.



ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS’ EQUITY
(Dollars In Thousands, Except Share and Per Share Amounts)

 
Common
Stock
 
Additional
Paid-In
Capital
 
Retained
Earnings
 
Unallo-cated ESOP
Shares
 
Accumu-lated
Other Com-
prehensive
Income
(Loss)
 
Treasury
Stock
 Total
Balance at December 31, 2013$16,744
 $229,290
 $27,457
 $(1,800) $(4,373) $(75,164) $192,154
Net Income
 
 23,360
 
 
 
 23,360
Other Comprehensive Income (Loss)
 
 
 
 (2,793) 
 (2,793)
2% Stock Dividend (334,890 Shares)335
 8,617
 (8,952) 
 
 
 
Cash Dividends Paid, $.94 per Share 1

 
 (12,407) 
 
 
 (12,407)
Shares Issued for Stock Option Exercises, net
  (61,364 Shares)

 852
 
 
 
 602
 1,454
Shares Issued Under the Directors’ Stock
  Plan  (7,584 Shares)

 123
 
 
 
 74
 197
Shares Issued Under the Employee Stock
  Purchase Plan  (19,575 Shares)

 296
 
 
 
 192
 488
Stock-Based Compensation Expense
 360
 
 
 
 
 360
Tax Benefit for Exercises of
  Stock Options

 25
 
 
 
 
 25
Purchase of Treasury Stock
  (95,064 Shares)

 
 
 
 
 (2,455) (2,455)
Acquisition of Subsidiaries  (3,595 Shares)
 56
 
 
 
 35
 91
Allocation of ESOP Stock  (17,300 Shares)
 102
 
 350
 
 
 452
Balance at December 31, 2014$17,079
 $239,721
 $29,458
 $(1,450) $(7,166) $(76,716) $200,926
              
Balance at December 31, 2014$17,079
 $239,721
 $29,458
 $(1,450) $(7,166) $(76,716) $200,926
Net Income
 
 24,662
 
 
 
 24,662
Other Comprehensive (Loss) Income
 
 
 
 (806) 
 (806)
2% Stock Dividend (341,400 Shares)342
 8,939
 (9,281) 
 
 
 
Cash Dividends Paid, $.96 per Share 1

 
 (12,700) 
 
 
 (12,700)
Shares Issued for Stock Option Exercises, net
  (43,096 Shares)

 489
 
 
 
 429
 918
Shares Issued Under the Directors’ Stock
  Plan  (8,480 Shares)

 143
 
 
 
 84
 227
Shares Issued Under the Employee Stock
  Purchase Plan  (19,036 Shares)

 306
 
 
 
 188
 494
Shares Issued for Dividend Reinvestment
  Plans (32,171 Shares)

 570
 
 
 
 316
 886
Stock-Based Compensation Expense
 308
 
 
 
 
 308
Tax Benefit for Exercises of
  Stock Options

 59
 
 
 
 
 59
Purchase of Treasury Stock
  (55,368 Shares)

 
 
 
 
 (1,498) (1,498)
Allocation of ESOP Stock  (17,645 Shares)
 145
 
 350
 
 
 495
Balance at December 31, 2015$17,421
 $250,680
 $32,139
 $(1,100) $(7,972) $(77,197) $213,971

 
Common
Stock
 
Additional
Paid-In
Capital
 
Retained
Earnings
 
Unallocated ESOP
Shares
 
Accumul
ated
Other Com
prehensive
Income
(Loss)
 
Treasury
Stock
 Total
Balance at December 31, 2016$17,943
 $270,880
 $28,644
 $(400) $(6,834) $(77,381) $232,852
Net Income
 
 29,326
 
 
 
 29,326
Other Comprehensive Loss
 
 
 
 (35) 
 (35)
Reclassification due to the adoption of ASU
No. 2018-02

 
 1,645
 
 (1,645) 
 
3% Stock Dividend (538,100 Shares)538
 16,660
 (17,198) 
 
 
 
Cash Dividends Paid, $.92 per Share 1

 
 (13,599) 
 
 
 (13,599)
Shares Issued for Stock Option Exercises, net
  (57,756 Shares)

 544
 
 
 
 646
 1,190
Shares Issued Under the Directors’ Stock
  Plan  (6,828 Shares)

 160
 
 
 
 73
 233
Shares Issued Under the Employee Stock
  Purchase Plan  (15,028 Shares)

 331
 
 
 
 165
 496
Shares Issued for Dividend Reinvestment
  Plans (49,605 Shares)

 1,140
 
 
 
 544
 1,684
Stock-Based Compensation Expense
 351
 
 
 
 
 351
Purchase of Treasury Stock
  (96,496 Shares)

 
 
 
 
 (3,248) (3,248)
Allocation of ESOP Stock  (10,407 Shares)
 153
 
 200
 
 
 353
Balance at December 31, 2017$18,481
 $290,219
 $28,818
 $(200) $(8,514) $(79,201) $249,603
              
Balance at December 31, 2017$18,481
 $290,219
 $28,818
 $(200) $(8,514) $(79,201) $249,603
Net Income
 
 36,279
 
 
 
 36,279
Other Comprehensive Loss
 
 
 
 (4,965) 
 (4,965)
Impact of the Adoption of ASU 2014-09
 
 (102) 
 
 
 (102)
Impact of the Adoption of ASU 2016-01
 
 331
 
 (331) 
 
3% Stock Dividend (554,264 Shares) 2
554
 21,126
 (21,680) 
 
 
 
Cash Dividends Paid, $0.97 per Share 1

 
 (14,389) 
 
 
 (14,389)
Shares Issued for Stock Option Exercises, net (105,055 Shares)
 1,079
 
 
 
 1,176
 2,255
Shares Issued Under the Directors' Stock Plan (5,601 Shares)
 142
 
 
 
 63
 205
Shares Issued Under the Employee Stock Purchase Plan (14,832 Shares)
 340
 
 
 
 165
 505
Shares Issued for Dividend Reinvestment Plans (49,714 Shares)
 1,197
 
 
 
 564
 1,761
Stock-Based Compensation Expense
 356
 
 
 
 
 356
Purchase of Treasury Stock (58,527 Shares)
 
 
 
 
 (2,098) (2,098)
Allocation of ESOP Stock  (4,931 Shares)
 74
 
 100
 
 
 174
Balance at December 31, 2018$19,035
 $314,533
 $29,257
 $(100) $(13,810) $(79,331) $269,584


ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS’ EQUITY, Continued
(In Thousands, Except Share and Per Share Amounts)

 
Common
Stock
 
Additional
Paid-In
Capital
 
Retained
Earnings
 
Unallo-cated ESOP
Shares
 
Accumu-lated
Other Com-
prehensive
Income
(Loss)
 
Treasury
Stock
 Total
              
Balance at December 31, 2015$17,421
 $250,680
 $32,139
 $(1,100) $(7,972) $(77,197) $213,971
Net Income
 
 26,534
 
 
 
 26,534
Other Comprehensive (Loss) Income
 
 
 
 1,138
 
 1,138
3% Stock Dividend (522,425 Shares) 2
522
 16,415
 (16,937) 
 
 
 
Cash Dividends Paid, $.98 per Share 1

 
 (13,092) 
 
 
 (13,092)
Shares Issued for Stock Option Exercises, net
  (109,651 Shares)

 1,265
 
 
 
 1,139
 2,404
Shares Issued Under the Directors’ Stock
  Plan  (6,005 Shares)

 138
 
 
 
 67
 205
Shares Issued Under the Employee Stock
  Purchase Plan  (17,113 Shares)

 318
 
 
 
 175
 493
Shares Issued for Dividend Reinvestment
  Plans ( 55,432 Shares)

 1,167
 
 
 
 576
 1,743
Stock-Based Compensation Expense
 287
 
 
 
 
 287
Tax Benefit for Exercises of
  Stock Options

 188
 
 
 
 
 188
Purchase of Treasury Stock
  (72,723 Shares)

 
 
 
 
 (2,141) (2,141)
Allocation of ESOP Stock  (36,927 Shares)
 422
 
 700
 
 
 1,122
Balance at December 31, 2016$17,943
 $270,880
 $28,644
 $(400) $(6,834) $(77,381) $232,852
ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS’ EQUITY, Continued
(Dollars In Thousands, Except Share and Per Share Amounts)

 
Common
Stock
 
Additional
Paid-In
Capital
 
Retained
Earnings
 
Unallocated ESOP
Shares
 
Accumul
ated
Other Com
prehensive
Income
(Loss)
 
Treasury
Stock
 Total
              
Balance at December 31, 2018$19,035
 $314,533
 $29,257
 $(100) $(13,810) $(79,331) $269,584
Net Income
 
 37,475
 
 
 
 37,475
Other Comprehensive Income
 
 
 
 7,453
 
 7,453
3% Stock Dividend (570,884 Shares) 2
571
 17,737
 (18,308) 
 
 
 
Cash Dividends Paid, $1.02 per Share 1

 
 (15,206) 
 
 
 (15,206)
Shares Issued for Stock Option Exercises, net (84,216 Shares)
 877
 
 
 
 915
 1,792
Shares Issued Under the Directors' Stock Plan (7,580 Shares)
 177
 
 
 
 81
 258
Shares Issued Under the Employee Stock Purchase Plan (15,379 Shares)
 328
 
 
 
 165
 493
Shares Issued for Dividend Reinvestment Plans (51,191 Shares)
 1,232
 
 
 
 545
 1,777
Stock-Based Compensation Expense
 391
 
 
 
 
 391
Purchase of Treasury Stock (73,495 Shares)
 
 
 
 
 (2,469) (2,469)
Allocation of ESOP Stock  (5,151 Shares)
 80
 
 100
 
 
 180
Balance at December 31, 2019$19,606
 $335,355
 $33,218
 $
 $(6,357) $(80,094) $301,728

1 Cash dividends paid per share have been adjusted for the September 29, 20163% 27, 2019 3% stock dividend.
2 Included in the shares issued for the 3% stock dividend in 20162019 were treasury shares of 130,499134,922 and unallocated ESOP shares of 1,118.150.

See Notes to Consolidated Financial Statements.



ARROW FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CASH FLOWS
(Dollars in Thousands)
December 31,December 31,
Cash Flows from Operating Activities:2016 2015 20142019 2018 2017
Net Income$26,534
 $24,662
 $23,360
$37,475
 $36,279
 $29,326
Adjustments to Reconcile Net Income to Net Cash Provided by Operating Activities:          
Provision for Loan Losses2,033
 1,347
 1,848
2,079
 2,607
 2,736
Depreciation and Amortization5,940
 6,293
 7,042
5,503
 4,751
 5,398
Allocation of ESOP Stock1,122
 495
 452
180
 174
 353
Gains on the Sale of Securities Available-for-Sale(317) (172) (137)
 
 (134)
Losses on the Sale of Securities Available-for-Sale339
 43
 27

 
 582
Net Gain on Equity Securities(289) (213) 
Loans Originated and Held-for-Sale(23,787) (20,731) (23,156)(23,850) (4,179) (17,468)
Proceeds from the Sale of Loans Held-for-Sale24,422
 21,524
 23,606
24,538
 4,426
 18,171
Net Gains on the Sale of Loans(821) (692) (784)(622) (135) (546)
Net Losses on the Sale or Write-down of Premises and Equipment,
Other Real Estate Owned and Repossessed Assets
232
 297
 77
882
 159
 210
Net Gain on the Sale of a Subsidiary
 (204) 
Contributions to Pension & Postretirement Plans(690) (3,858) (921)(675) (744) (792)
Deferred Income Tax (Benefit) Expense(283) 1,036
 (299)
Shares Issued Under the Directors Stock Plan
205
 227
 197
Deferred Income Tax Benefit (Expense)344
 (92) (1,530)
Shares Issued Under the Directors’ Stock Plan258
 205
 233
Stock-Based Compensation Expense287
 308
 360
391
 356
 351
Net (Increase) in Other Assets(1,598) (1,147) (806)
Tax Benefit from Exercise of Stock Options227
 240
 112
Net Increase in Other Assets(12,527) (1,182) (157)
Net Increase (Decrease) in Other Liabilities1,077
 (502) (225)10,030
 (676) 982
Net Cash Provided By Operating Activities34,695
 28,926
 30,641
43,944
 41,976
 37,827
Cash Flows from Investing Activities:          
Proceeds from the Sale of Securities Available-for-Sale97,930
 66,551
 49,928

 
 107,175
Proceeds from the Maturities and Calls of Securities Available-for-Sale88,719
 93,817
 153,127
96,058
 61,807
 53,863
Purchases of Securities Available-for-Sale(134,950) (201,820) (113,953)(131,348) (84,746) (117,262)
Proceeds from the Maturities and Calls of Securities Held-to-Maturity56,461
 48,409
 56,714
41,607
 58,978
 49,244
Purchases of Securities Held-to-Maturity(82,433) (68,210) (60,906)(4,003) (7,506) (40,851)
Net Increase in Loans(182,065) (164,710) (148,482)(193,460) (247,569) (200,600)
Proceeds from the Sales or Write-down of Premises and Equipment, Other
Real Estate Owned and Repossessed Assets
1,991
 1,901
 1,237
Proceeds from the Sales of Premises and Equipment, Other
Real Estate Owned and Repossessed Assets
1,511
 1,828
 1,408
Purchase of Premises and Equipment(1,441) (1,621) (1,468)(7,785) (5,103) (2,602)
Cash Paid for Subsidiaries, Net
 
 (75)
Proceeds from the Sale of a Subsidiary, Net72
 132
 

 98
 96
Net (Increase) Decrease in Federal Home Loan Bank Stock(2,073) (3,988) 1,430
Purchase of Bank Owned Life Insurance
 
 (5,245)
Net Decrease (Increase) in Federal Home Loan Bank Stock5,189
 (5,557) 963
Net Cash Used In Investing Activities(157,789) (229,539) (67,693)(192,231) (227,770) (148,566)
Cash Flows from Financing Activities:          
Net Increase in Deposits86,123
 127,475
 60,618
270,470
 100,468
 128,569
Net Increase (Decrease) in Short-Term Federal Home Loan Bank Borrowings41,000
 41,000
 (12,000)
Net Increase in Short-Term Borrowings12,663
 3,752
 7,644
Federal Home Loan Bank Advances
 55,000
 
Net (Decrease) Increase in Short-Term Federal Home Loan Bank Borrowings(104,000) 129,000
 (18,000)
Net (Decrease) Increase in Short-Term Borrowings(3,560) (10,307) 29,130
Finance Lease Payments(28) 
 
Repayments of Federal Home Loan Bank Advances
 (10,000) (10,000)(15,000) (10,000) 
Purchase of Treasury Stock(2,141) (1,498) (2,455)(2,469) (2,098) (3,248)
Shares Issued for Stock Option Exercises, net2,404
 918
 1,454
1,792
 2,255
 1,190
Shares Issued Under the Employee Stock Purchase Plan493
 494
 488
493
 505
 496
Tax Benefit for Exercises of Stock Options188
 59
 25
Shares Issued for Dividend Reinvestment Plans1,743
 886
 
1,777
 1,761
 1,684
Cash Dividends Paid(13,092) (12,700) (12,407)(15,206) (14,389) (13,599)
Net Cash Provided By Financing Activities129,381
 205,386
 33,367
134,269
 197,195
 126,222
Net Increase (Decrease) in Cash and Cash Equivalents6,287
 4,773
 (3,685)
Net (Decrease) Increase in Cash and Cash Equivalents(14,018) 11,401
 15,483
Cash and Cash Equivalents at Beginning of Year51,068
 46,295
 49,980
84,239
 72,838
 57,355
Cash and Cash Equivalents at End of Year$57,355
 $51,068
 $46,295
$70,221
 $84,239
 $72,838
          
Supplemental Disclosures to Statements of Cash Flow Information:          
Interest on Deposits and Borrowings$5,341
 $4,856
 $5,932
$20,843
 $12,212
 $6,957
Income Taxes11,961
 9,357
 10,060
9,931
 10,037
 11,454
Non-cash Investing and Financing Activity:          
Transfer of Loans to Other Real Estate Owned and Repossessed Assets1,876
 3,046
 1,308
1,810
 1,015
 1,779
Shares Issued for Acquisition of Subsidiary
 
 91

See Notes to Consolidated Financial Statements.


NOTES TO CONSOLIDATED FINANCIAL STATEMENTS

Note 1:RISKS AND UNCERTAINTIES

Nature of Operations - Arrow Financial Corporation, a New York corporation, was incorporated on March 21, 1983 and is registered as a bank holding company within the meaning of the Bank Holding Company Act of 1956.  Arrow derives most of its earnings from the ownership of two nationally chartered commercial banksThe banking subsidiaries are Glens Falls National Bank and through the ownership of four insurance agencies.Trust Company (Glens Falls National/GFNB) whose main office is located in Glens Falls, New York, and Saratoga National Bank and Trust Company (Saratoga National/SNB) whose main office is located in Saratoga Springs, New York.  The two banks provide a full range of services to individuals and small to mid-size businesses in northeastern New York State from Albany, the State's capitol, to the Canadian border. Both banks have trustwealth management departments which provide investment management and administrative services. TheAn active subsidiary of Glens Falls National is Upstate Agency LLC, offering insurance agencies specialize inservices including property, and casualty insurance, group health insurance and individual life insurance.

Managements Useinsurance products. North Country Investment Advisers, Inc., a registered investment adviser that provides investment advice to our proprietary mutual funds, and Arrow Properties, Inc., a real estate investment trust, or REIT, are subsidiaries of Estimates - The preparation of the consolidated financial statementsGlens Falls National. Arrow also owns directly two subsidiary business trusts, organized in conformity with accounting principles generally accepted in the United States of America requires management2003 and 2004 to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the consolidated financial statements and the reported amounts of income and expenses during the reporting period.  Our most significant estimatesissue trust preferred securities (TRUPs), which are the allowance for loan losses, the evaluation of other-than-temporary impairment of investment securities, goodwill impairment, pension and other postretirement liabilities, analysis of a need for a valuation allowance for deferred tax assets and other fair value calculations. Actual results could differ from those estimates.
A material estimate that is particularly susceptible to significant change in the near term is the allowance for loan losses.  The allowance for loan losses is managements best estimate of probable loan losses incurred as of the balance sheet date.  While management uses available information to recognize losses on loans, future adjustments to the allowance for loan losses may be necessary based on changes in economic conditions.  still outstanding.

Concentrations of Credit - Virtually all of Arrow's loans are with borrowers in upstate New York.  Although the loan portfolios of the subsidiary banks are well diversified, tourism has a substantial impact on the northeastern New York economy.  The commitments to extend credit are fairly consistent with the distribution of loans presented in Note 5, "Loans," generally have the same credit risk and are subject to normal credit policies.  Generally, the loans are secured by assets and are expected to be repaid from cash flow or the sale of selected assets of the borrowers.  Arrow evaluates each customer's creditworthiness on a case-by-case basis. The amount of collateral obtained, if deemed necessary by Arrow upon extension of credit, is based upon management's credit evaluation of the counterparty.  The nature of the collateral varies with the type of loan and may include:  residential real estate, cash and securities, inventory, accounts receivable, property, plant and equipment, income producing commercial properties and automobiles.


Note 2:SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES

Principles of Consolidation - The financial statements of Arrow and its wholly owned subsidiaries are consolidated and all material inter-company transactions have been eliminated.  In the Parent“Parent Company OnlyOnly” financial statements in Note 20, the investment in wholly owned subsidiaries is carried under the equity method of accounting.  When necessary, prior years consolidated financial statementsyears’ Consolidated Financial Statements have been reclassified to conform to the current-year financial statement presentation.
The Company determines whether it has a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity or a variable interest entity under GAAP. Voting interest entities are entities in which the total equity investment at risk is sufficient to enable the entity to finance itself independently and provides the equity holders with the obligation to absorb losses, the right to receive residual returns and the right to make decisions about the entity’s activities. The Company consolidates voting interest entities in which it has all, or at least a majority of, the voting interest. As defined in applicable accounting standards, variable interest entities (VIE) are entities that lack one or more of the characteristics of a voting interest entity. A controlling financial interest in a VIE is present when the Company has both the power and ability to direct the activities of the VIE that most significantly impact the VIE's economic performance and an obligation to absorb losses or the right to receive benefits that could potentially be significant to the VIE. The Company’s wholly owned subsidiaries Arrow Capital Statutory Trust II and Arrow Capital Statutory Trust III are VIEs for which the Company is not the primary beneficiary. Accordingly, the accounts of these entities are not included in the Company’s consolidated financial statements.Consolidated Financial Statements.

Segment Reporting -Arrow operations are primarily in the community banking industry, which constitutes ArrowsArrow’s only segment for financial reporting purposes.  Arrow provides other services, such as trust administration, retirement plan administration, advice to our proprietary mutual funds and insurance products, but these services do not rise to the quantitative thresholds for separate disclosure.  Arrow operates primarily in the northeastern region of New York State in Warren, Washington, Saratoga, Essex, Clinton, Rensselaer, Albany, and AlbanySchenectady counties and surrounding areas.

Cash and Cash Equivalents - Cash and cash equivalents include the following items:  cash at branches, due from bank balances, cash items in the process of collection, interest-bearing bank balances and federal funds sold.  

Securities - Management determines the appropriate classification of securities at the time of purchase.  Securities reported as held-to-maturity are those debt securities which Arrow has both the positive intent and ability to hold to maturity and are stated


at amortized cost.  Securities available-for-sale are reported at fair value, with unrealized gains and losses reported in accumulated other comprehensive income or loss, net of taxes.   Beginning January 1, 2018, upon adoption of ASU 2016-01, equity securities with readily determinable fair values are stated at fair value with realized and unrealized gains and losses reported in income. For periods prior to January 1, 2018, equity securities were classified as available-for-sale and stated at fair value with unrealized gains and losses reported as a separate component of accumulated other comprehensive income, net of tax.
Realized gains and losses are based upon the amortized cost of the specific security sold.  A decline in the fair value of any available-for-sale or held-to-maturity security below cost that is deemed to be other-than-temporary results in an impairment to reduce the carrying amount to fair value.  To determine whether an impairment is other-than-temporary, we consider all available information


relevant to the collectibilitycollectability of the security is considered, including past events, current conditions, and reasonable and supportable forecasts when developing an estimate of cash flows expected to be collected.  Evidence considered in this assessment includes the reasons for impairment, the severity and duration of the impairment, changes in value subsequent to year-end, forecasted performance of the investee, and the general market condition in the geographic area or industry the investee operates in.  When an other-than-temporary impairment has occurred on a debt security, the amount of the other-than-temporary impairment recognized in earnings depends on whether we intendthe Company intends to sell the debt security or if it is more likely than not that the Company will be required to sell the debt security before recovery of its amortized cost basis less any current-period credit loss.  If we intendthe Company intends to sell the debt security or it is more likely than not that wethe Company will be required to sell the debt security before recovery of its amortized cost basis less any current-period credit loss, the other-than-temporary impairment is recognized in earnings equal to the entire difference between the investmentsinvestment’s amortized cost basis and its fair value at the balance sheet date.  If we dothe Company does not intend to sell the debt security and it is not more likely than not that wethe Company will be required to sell the debt security before recovery of its amortized cost basis, the other-than-temporary impairment is separated into the amount representing the credit loss and the amount related to all other factors.  The amount of the total other-than-temporary impairment related to the credit loss is recognized in earnings. The amount of the total other-than-temporary impairment related to other factors is recognized in other comprehensive income, net of applicable income taxes.  Investments in Federal Reserve Bank and Federal Home Loan Bank (“FHLB”) stock are required for membership in those organizations and are carried at cost since there is no market value available. The FHLB New York continues to pay dividends and repurchase stock. As such, the Company has not recognized any impairment on its holdings of Federal Reserve Bank and FHLB stock.

Loans and Allowance for Loan Losses - Interest income on loans is accrued and credited to income based upon the principal amount outstanding.  Loan fees and costs directly associated with loan originations are deferred and amortized/accreted as an adjustment to yield over the lives of the loans originated.
From time-to-time, Arrow has sold (most with servicing retained) residential real estate loans at or shortly after origination.  Any gain or loss on the sale of loans, along with the value of the servicing right, is recognized at the time of sale as the difference between the recorded basis in the loan and net proceeds from the sale.  Loans held for sale are recorded at the lower of cost or fair value on an aggregate basis.
Loans are placed on nonaccrual status either due to the delinquency status of principal and/or interest or a judgment by management that the full repayment of principal and interest is unlikely. Unless already placed on nonaccrual status, loans secured by home equity lines of credit are put on nonaccrual status when 120 days past due; residential real estate loans when 150 days past due; commercial and commercial real estate loans are evaluated on a loan-by-loan basis and are placed on nonaccrual status when 90 days past due if the full collection of principal and interest is uncertain. uncertain; all other loans are to be moved to nonaccrual status upon the earliest occurrence of repossession, bankruptcy, delinquency of 90 days or more unless the loan is secured and in the process of collection with no loss anticipated or when full collection of principal and interest is in doubt.
The balance of any accrued interest deemed uncollectible at the date the loan is placed on nonaccrual status is reversed, generally against interest income.  A loan is returned to accrual status at the later of the date when the past due status of the loan falls below the threshold for nonaccrual status or management deems that it is likely that the borrower will repay all interest and principal.  For payments received while the loan is on nonaccrual status, wethe Company may recognize interest income on a cash basis if the repayment of the remaining principal and accrued interest is deemed likely.  
The allowance for loan losses is maintained by charges to operations based upon ourthe Company's best estimate of the probable amount of loans that we will not be unableable to collectcollected based on current information and events.  Provisions to the allowance for loan losses are offset by actual loan charge-offs (net of any recoveries).  We evaluate theThe loan portfolio is evaluated for potential charge-offs on a monthly basis.  In general, automobile and other consumer loans are charged-off when 120 days delinquent.  Residential real estate loans are charged-off when a loss becomes known or based on a new appraisal at the earlier of 180 days past due or repossession.  Commercial and commercial real estate loans loans are evaluated early in their delinquency status and are charged-off when management concludes that not all principal will be repaid from on-going cash flows or liquidation of collateral. An evaluation of estimated proceeds from the liquidation of the loansloan’s collateral is compared to the loan carrying amount and a charge to the allowance for loan losses is taken for any deficiency.  While management uses available information to recognize losses on loans, future additions to the allowance may be necessary based on changes in economic conditions in Arrow's market area.  In addition, various Federal regulatory agencies, as an integral part of their examination process, review Arrow's allowance for loan losses. Such agencies may require Arrow to recognize additions to the allowance in future periods, based on their judgments about information available to them at the time of their examination, which may not be currently available to management.
We considerAll nonaccrual loans over $250 thousand and all troubled debt restructured loans are considered to be impaired loans and we evaluate these loans are evaluated individually to determine the amount of impairment, if any. The amount of impairment, if any, related to individual impaired loans is measured based on either the present value of expected future cash flows discounted at the loan's effective interest rate, the loan's observable market price or the fair value of the collateral if the loan is collateral dependent. Arrow determines impairment for collateral dependent loans based on the fair value of the collateral less estimated costs to sell. Any excess of the recorded investment in the collateral dependent impaired loan over the estimated collateral value, less costs to sell, is typically charged off. For impaired loans which are not collateral dependent, impairment is measured by comparing the recorded investment in the loan to the present value of the expected cash flows, discounted at the loansloan’s effective interest rate.  If this amount is less than the recorded investment in the loan, an impairment reserve is recognized as part of the allowance for loan losses, or based upon the judgment of management all or a portion of the excess of the recorded investment in the loan over the present value of the estimated future cash flow may be charged off.  
The allowance for loan losses on the remaining loans is primarily determined based upon consideration of the historical loss factor incorporating a rolling twelve quarter look-back period of the respective segment that have occurred within each pool of loans over the loss emergence period (LEP), adjusted as necessary based upon consideration of qualitative considerations impacting


the inherent risk of loss in the respective loan portfolios. The LEP is an estimate of the average amount of time from the point at


which a loss is incurred on a loan to the point at which the loss is recognized in the financial statements. Since the LEP may change under various economic environments, we update the LEP calculation is updated on an annual basis. We also consider and adjustIn addition to historical net loss factors, for qualitative factors that impact the inherent risk of loss associated with ourthe loan categories within our total loan portfolio.portfolio are evaluated. These include:
Changes in the volume and severity of past due, nonaccrual and adversely classified loans
Changes in the nature and volume of the portfolio and in the terms of loans
Changes in the value of the underlying collateral for collateral dependent loans
Changes in lending policies and procedures, including changes in underwriting standards and collection, charge-off, and recovery practices not considered elsewhere in estimating credit losses
Changes in the quality of the loan review system
Changes in the experience, ability, and depth of lending management and other relevant staff
Changes in international, national, regional, and local economic and business conditions and developments that affect the collectability of the portfolio
The existence and effect of any concentrations of credit, and changes in the level of such concentrations
The effect of other external factors such as competition and legal and regulatory requirements on the level of estimated credit losses in the existing portfolio or pool
In managementsmanagement’s opinion, the balance of the allowance for loan losses, at each balance sheet date, is sufficient to provide for probable loan losses inherent in the corresponding loan portfolio.

Comprehensive Income (Loss) - For the Company, comprehensive income (loss) represents net income plus unrealized net securities holding gains or losses arising during the year (net of taxes), net retirement plan gain or loss (net of taxes), net retirement plan prior service cost (net of taxes), amortization of net retirement plan actuarial gain or loss (net of taxes) and amortization of net retirement plan prior service credit or cost (net of taxes) and is presented in the Consolidated Statements of Comprehensive Income (Loss) and Consolidated Statements of Changes in Shareholders’ Equity. Accumulated other comprehensive income (loss) represents the unrealized net securities holding gains or losses arising during the year (net of taxes), net retirement plan gain or loss (net of taxes), net retirement plan prior service cost (net of taxes), amortization of net retirement plan actuarial gain or loss (net of taxes) and amortization of net retirement plan prior service credit or cost (net of taxes) in the Company’s defined-benefit retirement and pension plan, supplemental employee retirement plan, and post-retirement life and healthcare benefit plan.

Revenue Recognition - The following is a description of principal activities from which the Company generates its revenue from noninterest income sources.
Income from Fiduciary Activities: represents revenue derived mainly through the management of client investments which is based on the market value of the covered assets and the fee schedule contained in the applicable account management agreement. Since the revenue is mainly based on the market value of assets, this amount can be volatile as financial markets increase and decrease based on various economic factors. The terms of the account management agreements generally specify that the performance obligations are completed each quarter. Accordingly, the Company mainly recognizes revenue from fiduciary activities on a quarterly basis.
Fees for Other Services to Customers: represents general service fees for monthly deposit account maintenance and account activity plus fees from other deposit-based services. Revenue is recognized when the performance obligation is completed, which is generally on a monthly basis for account maintenance services, or upon the completion of a deposit-related transaction. Payment for these performance obligations is generally received at the time the performance obligations are satisfied.
Insurance Commissions: represents commissions and fees paid by insurance carriers for both property and casualty insurance policies, and for services performed for employment benefits clients. Revenue from the property and casualty insurance business is recognized when the performance obligation is satisfied, which is generally the effective date of the bound coverage since there are no significant performance obligations remaining. Revenue from the employment benefit brokerage business is recognized when the benefit servicing performance obligations are satisfied, generally on a monthly basis.

Other Real Estate Owned and Repossessed Assets - Real estate acquired by foreclosure and assets acquired by repossession are recorded at the fair value of the property less estimated costs to sell at the time of repossession.  Subsequent declines in fair value, after transfer to other real estate owned and repossessed assets are recognized through a valuation allowance. Such declines in fair value along with related operating expenses to administer such properties or assets are charged directly to operating expense.

Premises and Equipment - Premises and equipment are stated at cost, less accumulated depreciation and amortization. Depreciation and amortization included in operating expenses are computed largely on the straight-line method. Depreciation is based on the estimated useful lives of the assets (buildings and improvements 20-40 years; furniture and equipment 7-10 years; data processing equipment 5-7 years) and, in the case of leasehold improvements, amortization is computed over the terms of the respective leases or their estimated useful lives, whichever is shorter.  Gains or losses on disposition are reflected in earnings.

Leases - The Company adopted ASU 2016-02, "Leases" (Topic 842), which requires lessees to recognize right-of-use assets and lease liabilities on the balance sheet for all leases with terms longer than 12 months, as of January 1, 2019 using the effective date method, also known as the modified retrospective method, with the cumulative-effect adjustment recorded at the beginning of the period of adoption. As a result of this adoption, the Company's assets increased $7.9 million and the Company's liabilities


increased $8.0 million with no adjustment required to retained earnings and no material impact to the consolidated statements of income.
Practical Expedients Elected At Adoption: The package of practical expedients were elected that did not require the Company to reassess whether an existing contract contains a lease, to reassess existing leases between operating leases and finance leases or to reassess initial direct costs for any existing leases. These practical expedients were applied together. In addition, the Company also elected a practical expedient, which was required to be applied consistently to all of its leases, to use hindsight in determining the lease term when considering lessee options to extend or terminate the lease and in assessing impairment in the right-of-use asset.
Accounting Policy Elections: The Company also made two accounting policy elections related to the adoption of this standard. The first was a determination not to separate lease and non-lease components and account for the resulting combined component as a single lease component. The second election was to account for short-term leases, those leases with a "lease term" of twelve months or less, as an operating lease.
Determination of the Discount Rate to Calculate the Lease Liability: Since the Company was unable to determine the rate implicit in its leases, the secured borrowing rate from the Federal Home Loan Bank of New York as of the January 1, 2019 adoption date was utilized for existing leases for the effective lease term beginning with the effective date of each existing lease. The expected expiration date of each lease was determined on a lease-by-lease basis based on the availability of renewal options in the lease contracts, the amount of leasehold improvements at each location, total branch deposits at each location in addition to the feasibility of growth potential at each location. A similar process is followed to determine the expected lease expiration date for all leases executed subsequent to the January 1, 2019 adoption date. The discount rate is determined for leases executed subsequent to the January 1, 2019 adoption date based on the expected lease term using the secured borrowing rate from the Federal Home Loan Bank of New York as of the effective date of the lease.

Investments in Real Estate Limited Partnerships - These limited partnerships acquire, develop and operate low and moderate-income housing. As a limited partner in these projects, we receivethe Company receives low income housing tax credits and tax deductions for losses incurred by the underlying properties. We apply theThe proportional amortization method allowed in Accounting Standards Update 2014-01 "Investments - Equity Method and Joint Ventures (Topic 323): Accounting for Investments in Qualified Affordable Housing Projects."Projects" is applied. The proportional amortization method permits an entity to amortize the initial cost of the investment in proportion to the amount of the tax credits and other tax benefits received and to recognize the net investment performance in the income statement as a component of income tax expense.

Income Taxes - Arrow accounts for income taxes under the asset and liability method.  Deferred tax assets and liabilities are recognized for the future tax consequences attributable to differences between the financial statement carrying amounts of existing assets and liabilities and their respective tax bases.  Deferred tax assets and liabilities are measured using enacted tax rates expected to apply to taxable income in the years in which those temporary differences are expected to be recovered or settled. The effect on deferred tax assets and liabilities of a change in tax rates is recognized in income tax expense in the period that includes the enactment date.  ArrowsArrow’s policy is that deferred tax assets are reduced by a valuation allowance if, based on the weight of available evidence, it is more likely than not that some or all of the deferred tax assets will not be realized.

Goodwill and Other Intangible Assets - Identifiable intangible assets acquired in a business combination are capitalized and amortized.  Any remaining unidentifiable intangible asset is classified as goodwill, for which amortization is not required but which must be evaluated for impairment.  Arrow tests for impairment of goodwill on an annual basis, or when events and circumstances indicate potential impairment.  In evaluating goodwill for impairment, Arrow first assesses certain qualitative factors to determine if it is more likely than not that the fair value of the reporting unit is less than its carrying value. If it is more likely than not that the fair value of a reporting unit exceeds its carrying amount, goodwill of the reporting unit is considered not impaired. If the carrying amount of a reporting unit exceeds its fair value, the second step of the goodwill impairment test is performed to measure the amount of impairment loss, if any.
The carrying amounts of other recognized intangible assets that meet recognition criteria and for which separate accounting records have been maintained (core deposit(depositor intangibles, and mortgage servicing rights)rights and customer intangibles), have been included in the consolidated balance sheet as Other“Other Intangible Assets, Net.  Core deposit  Depositor intangibles are being amortized on a straight-line basis over a period of ten to fifteen years.  
Arrow has sold residential real estate loans, primarily to Freddie Mac, with servicing retained.   Mortgage servicing rights are recognized as an asset when loans are sold with servicing retained, by allocating the cost of an originated mortgage loan between the loan and servicing right based on estimated relative fair values.  The cost allocated to the servicing right is capitalized as a separate asset and amortized in proportion to, and over the period of, estimated net servicing income.  Capitalized mortgage servicing rights are evaluated for impairment by comparing the assetsasset’s carrying value to its current estimated fair value.  Fair values


are estimated using a discounted cash flow approach, which considers future servicing income and costs, current market interest rates, and anticipated prepayment, and default rates.  Impairment losses are recognized through a valuation allowance for servicing rights having a current fair value that is less than amortized cost on an aggregate basis.  Adjustments to increase or decrease the valuation allowance are charged or credited to income as a component of other operating income.

Pension and Postretirement Benefits - Arrow maintains a non-contributory, defined benefit pension plan covering substantially all employees, a supplemental pension plan covering certain executive officers selected by the Board of Directors, and certain post-retirement medical, dental and life insurance benefits for employees and retirees.  The costs of these plans, based on actuarial computations of current and future benefits for employees, are charged to current operating expenses. The cost of post-retirement benefits other than pensions is recognized on an accrual basis as employees perform services to earn the benefits.  Arrow recognizes


the overfunded or underfunded status of our single employer defined benefit pension plan as an asset or liability on its consolidated balance sheet and recognizes changes in the funded status in comprehensive income in the year in which the change occurred. 
Prior service costs or credits are amortized on a straight-line basis over the average remaining service period of active participants.  Gains and losses in excess of 10% of the greater of the benefit obligation or the fair value of assets are amortized over the average remaining service period of active participants.  
The discount rate assumption is determined by preparing an analysis of the respective plan’s expected future cash flows and high-quality fixed-income investments currently available and expected to be available during the period to maturity of the pension benefits. 

Stock-Based Compensation Plans - Arrow has two stock optionthree stock-based compenation plans, which are described more fully in Note 12.12, Stock Based Compensation.  The Company expenses the grant date fair value of stock options and restricted stock units granted.  TheFor stock options and restricted stock units, the expense is recognized over the vesting period of the grant, typically four years for stock options and three years for restricted stock units, on a straight-line basis. Shares are generally issued from treasury for the exercise of stock options.
Arrow sponsors an Employee Stock Purchase Plan ("ESPP") under which employees may purchase ArrowsArrow’s common stock at a 5% discount below market price at the time of purchase. This stock purchase plan is not considered a compensatory plan.
Arrow sponsorsmaintains an Employee Stock Ownership Plan ("ESOP"employee stock ownership plan (“ESOP”), a qualified defined contribution plan..  Substantially all employees of Arrow and its subsidiaries are eligible to participate upon satisfaction of applicable service requirements.  The ESOP has borrowed funds from one of ArrowsArrow’s subsidiary banks to purchase Arrowoutstanding shares of Arrow’s common stock.  The shares pledged as collateral are reported as a reductionnotes require annual payments of Arrows stockholders equity.  Compensation expenseprincipal and interest through 2019.  As the debt is recognized asrepaid, shares are released from collateral based on the proportion of debt paid to total debt outstanding for allocationthe year and allocated to individual employee accounts equalactive employees.  In addition, the Company makes additional cash contributions to the current average market price.Plan each year.

Securities Sold Under Agreements to Repurchase - In securities repurchase agreements, Arrow receives cash from a counterparty in exchange for the transfer of securities to a third party custodianscustodian’s account that explicitly recognizes ArrowsArrow’s interest in the securities.  These agreements are accounted for by Arrow as secured financing transactions, since it maintains effective control over the transferred securities, and meets other criteria for such accounting.  Accordingly, the cash proceeds are recorded as borrowed funds, and the underlying securities continue to be carried in ArrowsArrow’s securities available-for-sale portfolio.

Earnings Per Share (EPS(“EPS”) - Basic EPS excludes dilution and is computed by dividing income available to common stockholders by the weighted average number of common shares outstanding for the period.  Diluted EPS reflects the potential dilution that could occur if securities or other contracts to issue common stock were exercised or converted into common stock or resulted in the issuance of common stock that then shared in the earnings of the entity (such as ArrowsArrow’s stock options), computed using the treasury stock method.  Unallocated common shares held by ArrowsArrow’s Employee Stock Ownership Plan are not included in the weighted average number of common shares outstanding for either the basic or diluted EPS calculation.

Financial Instruments - Arrow is a party to certain financial instruments with off-balance sheet risk such as:  commercial linesin the normal course of business to meet the financing needs of its customers. These financial instruments include commitments to extend credit construction linesand standby letters of credit. Commitments to extend credit overdraft protection,include home equity lines of credit, commitments for residential and standby letterscommercial construction loans and other personal and commercial lines of credit. These instruments involve, to varying degrees, elements of credit and interest rate risk in excess of the amount recognized in the consolidated balance sheets. The contract or notional amounts of those instruments reflect the extent of the involvement Arrow has in particular classes of financial instruments. Arrow's policy is to record such instruments when funded.  Fair value estimates are made at a specific point in time, based on relevant market information and information about the financial instrument.  These estimates do not reflect any premium or discount that could result from offering for sale at one time Arrow's entire holdings of a particular financial instrument.  Because no market exists for a significant portion of Arrow's financial instruments, fair value estimates are based on judgments regarding future expected loss experience, current economic conditions, risk characteristics of various financial instruments, and other factors.  These estimates are subjective in nature and involve uncertainties and matters of significant judgment and therefore cannot be determined with precision.  Changes in assumptions could significantly affect the estimates.
Fair value estimates are based on existing on- and off-balance sheet financial instruments without attempting to estimate the value of anticipated future business and the value of assets and liabilities that are not considered financial instruments.  For example, Arrow has a trustwealth management department that contributes net fee income annually.  The value of trustthe wealth management department customer relationships is not considered a financial instrument of the Company, and therefore this value has not been incorporated into the fair value estimates. Other significant assets and liabilities that are not considered financial assets or liabilities include deferred taxes, premises and equipment, the value of low-cost, long-term core deposits and goodwill.  In addition, the tax ramifications related to the realization of the unrealized gains and losses can have a significant effect on fair value estimates and have not been considered in any of the estimates.
The fair value for loans is disclosed using the "exit price" notion which is a reasonable estimate of what another party might pay in an orderly transaction. Fair values for loans are calculated for portfolios of loans with similar financial characteristics.  Loans are segregated by type such as commercial, commercial real estate, residential mortgage, indirect auto and other consumer loans.  Each loan category is further segmented into fixed and adjustable interest rate terms and by performing and nonperforming categories.  The fair value of performing loans is calculated by determining the estimated future cash flow, which is the contractual cash flow adjusted for estimated prepayments. The discount rate is determined by starting with current market yields, and first adjusting for a liquidity premium. This premium is separately determined for each loan type. Then a credit loss component is


determined utilizing the credit loss assumptions used in the allowance for loan and lease loss model. Finally, a discount spread is applied separately for consumer loans vs. commercial loans based on market information and utilization of the Swap Curve.  
The carrying amount of the following short-term assets and liabilities is a reasonable estimate of fair value: cash and due from banks, federal funds sold and purchased, securities sold under agreements to repurchase, demand deposits, savings, N.O.W. and money market deposits, brokered money market deposits and time deposits, other short-term borrowings, accrued interest receivable and accrued interest payable.  The fair value estimates of other on- and off-balance sheet financial instruments, as well as the method of arriving at fair value estimates, are included in the related footnotes and summarized in Note 17.  



Fair Value Measures - We determineArrow determines the fair value of financial instruments under the following hierarchy:
Level 1 Unadjusted quoted prices in active markets that are accessible at the measurement date for identical, unrestricted assets or liabilities;
Level 2 Quoted prices for similar assets or liabilities in active markets, quoted prices for identical or similar assets or liabilities in markets that are not active, or inputs that are observable, either directly or indirectly, for substantially the full term of the asset or liability;
Level 3 Prices or valuation techniques that require inputs that are both significant to the fair value measurement and unobservable (i.e., supported by little or no market activity).  
A financial instrumentsinstrument’s level within the fair value hierarchy is based on the lowest level of input that is significant to the fair value measurement.  

ManagementsManagement’s Use of Estimates -The preparation of the consolidated financial statementsConsolidated Financial Statements in conformity with accounting principles generally accepted in the United States of America requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities at the date of the consolidated financial statementsConsolidated Financial Statements and the reported amounts of income and expenses during the reporting period.  Our most significant estimates are the allowance for loan losses, the evaluation of other-than-temporary impairment of investment securities, goodwill impairment, pension and other postretirement liabilities and an analysis of a need for a valuation allowance for deferred tax assets. Actual results could differ from those estimates.
A material estimate that is particularly susceptible to significant change in the near term is the allowance for loan losses.  In connection with the determination of the allowance for loan losses, management obtains appraisals for properties.  The allowance for loan losses is managementsmanagement’s best estimate of probable loan losses incurred as of the balance sheet date.  While management uses available information to recognize losses on loans, future adjustments to the allowance for loan losses may be necessary based on changes in economic conditions.  

Recent Accounting Pronouncements

During 2016, through the date of this report, the FASB issued 15 accounting standards updates. Some of the standards listed below did not have an immediate impact on Arrow, but could in the future.
ASU 2016-01 "Recognition and Measurement of Financial Assets and Financial Liabilities" will significantly change the income statement impact of equity investments. For Arrow, the standard is effective for the first quarter of 2018, and will require that equity investments be measured at fair value, with changes in fair value measured in net income. As of December 31, 2016 , we hold a $1.1 million cost basis in a small portfolio of equity investments and we do not expect that the adoption of this change in accounting for equity investments will have a material impact on our financial position or the results of operations in periods subsequent to its adoption.
ASU 2016-02 "Leases" will require the recognition of operating leases. For Arrow, the standard becomes effective in the first quarter of 2019. We do not expect that the adoption of this change in accounting for operating leases will have a material impact on our financial position or the results of operations in periods subsequent to its adoption. As of December 31, 2016, we have $2.3 million in minimum lease payments for existing operating leases of branch and insurance locations with varying expiration dates from 2017 to 2031.
ASU 2016-09 "Compensation - Stock Compensation" simplifies certain aspects of accounting for share-based payment transactions, including the tax consequences, classification of awards as either equity or liabilities, and classification on the statement of cash flows.  For Arrow, the standard becomes effective in the first quarter of 2017.  We do not expect that the adoption of this change in accounting for stock-based compensation will have a material impact on our financial position or the results of operations in periods subsequent to its adoption.  Although we do have previously granted Non-qualifying Stock Options (NQSO's), none are scheduled to expire during 2017 and 2018. The exercise of these NQSO's as well as any disqualifying dispositions from Incentive Stock Option exercises will create an income tax benefit which in prior years would have created an increase in Stockholders’ Equity.   Due to the fluctuation in fair value of these stock options and the unpredictability of the number that will be exercised, it is not practical for us to estimate the potential impact of the increase to earnings in the future.
ASU 2016-13 "Financial Instruments - Credit Losses" will change the way we and other financial entities recognize losses on assets measured at amortized costs and change the method for recognizing credit losses on securities available-for-sale. Currently, loan losses are recognized using an "incurred loss" methodology. Under ASU 2016-13, the methodology will change to a current expected loss over the life of the loan. Currently, credit losses on available-for-sale securities reduce the carrying value of the instrument and cannot be reversed. Under ASU 2016-13, the amount of the credit loss is carried as a valuation allowance and can be reversed. For Arrow, the standard is effective for the first quarter of 2020 and early adoption is allowed in 2019. The Company is currently evaluating the impact of the pending adoption of the ASU on its consolidated financial statements. The initial adjustment will not be reported in earnings, but as the cumulative effect of a change in accounting principle. At this time we have not calculated the estimated impact that this Update will have on our Allowance for Loan Losses, however, we anticipate it will have a significant impact on the methodology process we utilize to calculate the allowance.
ASU 2016-15 "Statement of Cash Flows" provides guidance on the classification of eight specific cash flow issues in order to increase consistency in reporting. Currently, GAAP is either unclear or does not include specific guidance on the cash flow issues addressed in this Update. Arrow currently reports the specifically identified cash flow transactions using the appropriate classification as outlined in the Update. For Arrow, the standard becomes effective in the first quarter of 2017. We do not expect that the adoption of this change in classification for financial reporting will have a material impact on our financial position or the results of operations in periods subsequent to its adoption.


ASU 2017-01 "Business Combinations" defines when a set of assets and activities constitutes a business for the purposes of determining whether transactions should be accounted for as acquisitions (or disposals) of assets or businesses. Currently, the three elements required to be present in a business are inputs, processes, and outputs. The amendments in this Update allow for a business to consist of inputs, processes, and the ability to create output. For Arrow, the standard becomes effective in the first quarter of 2018. This Update will likely have no effect on our accounting for acquisitions and dispositions of businesses.
ASU 2017-04 "Intangibles-Goodwill and Other" changes the procedures for evaluating impairment of goodwill. Prior to this Update, entities were required to perform procedures o determine the fair value of the underlying assets and liabilities following the guidance for determining the fair value of assets and liabilities in a business combination. This additional step to impairment testing has been eliminated. Under the amendments in this Update, entities should perform goodwill impairment testing by comparing the fair value of a reporting unit to its carrying value. This amendment should reduce the cost and complexity of evaluating goodwill for impairment. For Arrow, the standard becomes effective in the first quarter of 2019, however, early adoption is permitted as early as the first quarter of 2017. This amendment will not affect our assessment of goodwill impairment since we currently perform the analysis of comparing carrying value to fair value of our reporting units that have goodwill.


Note 3:
CASH AND CASH EQUIVALENTS (Dollars In Thousands)(at December 31,)

The following table is the schedule of cash and cash equivalents at December 31, 2016 and 2015:
2016 20152019 2018
Cash and Due From Banks$43,024
 $34,816
$47,035
 $56,529
Interest-Bearing Deposits at Banks14,331
 16,252
23,186
 27,710
Total Cash and Cash Equivalents$57,355
 $51,068
$70,221
 $84,239
Supplemental Information:      
Total required reserves, including vault cash and Federal Reserve Bank deposits$28,610
 $23,446
$35,985
 $40,677

The Company is required to maintain reserve balances with the Federal Reserve Bank of New York. The required reserve is calculated on a fourteen day average and the amounts presented in the table above represent the average for the period that includes December 31.



Note 4.INVESTMENT SECURITIES (Dollars In Thousands)

The following table is the schedule of Available-For-Sale Securities at December 31, 20162019 and 2015:2018:
Available-For-Sale Securities
  
U.S. Government & Agency
Obligations
 
State and
Municipal
Obligations
 
Mortgage-
Backed
Securities -
Residential
 
Corporate
and Other
Debt
Securities
 
Mutual Funds
and Equity
Securities
 
Total
Available-
For-Sale
Securities
December 31, 2016            
Available-For-Sale Securities,
  at Amortized Cost
 $147,110
 $27,684
 $168,189
 $3,512
 $1,120
 $347,615
Available-For-Sale Securities,
  at Fair Value
 147,377
 27,690
 167,239
 3,308
 1,382
 346,996
Gross Unrealized Gains 304
 24
 986
 
 262
 1,576
Gross Unrealized Losses 37
 18
 1,936
 204
 
 2,195
Available-For-Sale Securities,
  Pledged as Collateral,
  at Fair Value
           262,852
             
Maturities of Debt Securities,
at Amortized Cost:
            
Within One Year 
 17,001
 5,716
 2,512
 
 25,229
From 1 - 5 Years 147,110
 9,615
 101,008
 
 
 257,733
From 5 - 10 Years 
 508
 61,465
 
 
 61,973
Over 10 Years 
 560
 
 1,000
 
 1,560
             
Maturities of Debt Securities,
at Fair Value:
            
Within One Year 
 16,994
 5,753
 2,508
 
 25,255
From 1 - 5 Years 147,377
 9,628
 100,447
 
 
 257,452
From 5 - 10 Years 
 508
 61,039
 
 
 61,547
Over 10 Years 
 560
 
 800
 
 1,360
             
Securities in a Continuous
Loss Position, at Fair Value:
            
Less than 12 Months $70,605
 $12,165
 $126,825
 $500
 $
 $210,095
12 Months or Longer 
 7,377
 
 2,809
 
 10,186
Total $70,605
 $19,542
 $126,825
 $3,309
 $
 $220,281
Number of Securities in a
  Continuous Loss Position
 19
 84
 40
 4
 
 147
             
Unrealized Losses on
Securities in a Continuous
Loss Position:
            
Less than 12 Months $37
 $13
 $1,936
 $1
 $
 $1,987
12 Months or Longer 
 5
 
 203
 
 208
Total $37
 $18
 $1,936
 $204
 $
 $2,195
             
Disaggregated Details:            
US Treasury Obligations,
  at Amortized Cost
 $54,701
          
US Treasury Obligations,
at Fair Value
 54,706
          
US Agency Obligations,
at Amortized Cost
 92,409
          
US Agency Obligations,
at Fair Value
 92,671
          
US Government Agency
  Securities, at Amortized Cost
     $3,694
      
US Government Agency
  Securities, at Fair Value
     3,724
      
Government Sponsored Entity
  Securities, at Amortized Cost
     164,495
      
Government Sponsored Entity
Securities, at Fair Value
     163,515
      
             


Available-For-Sale Securities
 
U.S. Government & Agency
Obligations
 
State and
Municipal
Obligations
 
Mortgage-
Backed
Securities -
Residential
 
Corporate
and Other
Debt
Securities
 
Mutual Funds
and Equity
Securities
 
Total
Available-
For-Sale
Securities
 U.S. Government & Agency
Obligations
 State and
Municipal
Obligations
 Mortgage-
Backed
Securities
 Corporate
and Other
Debt
Securities
 Total
Available-
For-Sale
Securities
December 31, 2015            
December 31, 2019          
Available-For-Sale Securities,
at Amortized Cost
 $155,932
 $52,306
 $177,376
 $14,544
 $1,120
 $401,278
 $5,002
 $764
 $349,944
 $1,000
 $356,710
Available-For-Sale Securities,
at Fair Value
 155,782
 52,408
 178,588
 14,299
 1,232
 402,309
 5,054
 764
 350,716
 800
 357,334
Gross Unrealized Gains 264
 105
 2,236
 
 112
 2,717
 52
 
 1,852
 
 1,904
Gross Unrealized Losses 414
 3
 1,024
 245
 
 1,686
 
 
 1,080
 200
 1,280
Available-For-Sale Securities,
Pledged as Collateral,
at Fair Value
           310,857
         164,426
          
Maturities of Debt Securities,
at Amortized Cost:
          
Within One Year 
 25
 18
 
 43
From 1 - 5 Years 5,002
 299
 300,271
 
 305,572
From 5 - 10 Years 
 
 49,655
 1,000
 50,655
Over 10 Years 
 440
 
 
 440
          
Maturities of Debt Securities,
at Fair Value:
          
Within One Year 
 26
 18
 
 44
From 1 - 5 Years 5,054
 298
 301,336
 
 306,688
From 5 - 10 Years 
 
 49,362
 800
 50,162
Over 10 Years 
 440
 
 
 440
                      
Securities in a Continuous
Loss Position, at Fair Value:
                      
Less than 12 Months $76,802
 $4,289
 $99,569
 $3,616
 $
 $184,276
 $
 $
 $52,491
 $
 $52,491
12 Months or Longer 
 1,443
 903
 10,671
 
 13,017
 
 
 97,164
 800
 97,964
Total $76,802
 $5,732
 $100,472
 $14,287
 $
 $197,293
 $
 $
 $149,655
 $800
 $150,455
Number of Securities in a
Continuous Loss Position
 21
 19
 30
 19
 
 89
 
 
 54
 1
 55
                      
Unrealized Losses on
Securities in a Continuous
Loss Position:
                      
Less than 12 Months $413
 $2
 $1,023
 $2
 $
 $1,440
 $
 $
 $317
 $
 $317
12 Months or Longer 1
 1
 1
 243
 
 246
 
 
 763
 200
 963
Total $414
 $3
 $1,024
 $245
 $
 $1,686
 $
 $
 $1,080
 $200
 $1,280
                      
Disaggregated Details:                      
US Agency Obligations,
at Amortized Cost
 $155,932
           5,002
        
US Agency Obligations,
at Fair Value
 155,782
           5,054
        
US Government Agency
Securities, at Amortized Cost
     $15,701
           $61,102
    
US Government Agency
Securities, at Fair Value
     15,848
           60,616
    
Government Sponsored Entity
Securities, at Amortized Cost
     161,675
           288,842
    
Government Sponsored Entity
Securities, at Fair Value
     162,740
           290,100
    






Available-For-Sale Securities
  
U.S. Government & Agency
Obligations
 
State and
Municipal
Obligations
 
Mortgage-
Backed
Securities
 
Corporate
and Other
Debt
Securities
 
Mutual Funds
and Equity
Securities
 
Total
Available-
For-Sale
Securities
December 31, 2018            
Available-For-Sale Securities,
  at Amortized Cost
 $47,071
 $1,193
 $273,227
 $1,000
 $
 $322,491
Available-For-Sale Securities,
  at Fair Value
 46,765
 1,195
 268,775
 800
 
 317,535
Gross Unrealized Gains 
 2
 288
 
 
 290
Gross Unrealized Losses 306
 
 4,740
 200
 
 5,246
Available-For-Sale Securities,
  Pledged as Collateral,
  at Fair Value
           236,163
             
Securities in a Continuous
Loss Position, at Fair Value:
            
Less than 12 Months $
 $
 $107,550
 $
 $
 $107,550
12 Months or Longer 46,765
 
 124,627
 800
 
 172,192
Total $46,765
 $
 $232,177
 $800
 $
 $279,742
Number of Securities in a
  Continuous Loss Position
 10
 
 86
 1
 
 97
             
Unrealized Losses on
Securities in a Continuous
Loss Position:
            
Less than 12 Months $
 $
 $841
 $
 $
 $841
12 Months or Longer 306
 
 3,899
 200
 
 4,405
Total $306
 $
 $4,740
 $200
 $
 $5,246
             
Disaggregated Details:            
US Agency Obligations,
at Amortized Cost
 47,071
          
US Agency Obligations,
at Fair Value
 46,765
          
US Government Agency
Securities, at Amortized Cost
     72,095
      
US Government Agency
Securities, at Fair Value
     71,800
      
Government Sponsored Entity
Securities, at Amortized Cost
     201,132
      
Government Sponsored Entity
Securities, at Fair Value
     196,975
      














The following table is the schedule of Held-To-Maturity Securities at December 31, 20162019 and 2015:2018:

Held-To-Maturity Securities
 
State and
Municipal
Obligations
 
Mortgage-
Backed
Securities -
Residential
 
Corporate
and Other
Debt
Securities
 
Total
Held-To
Maturity
Securities
 State and
Municipal
Obligations
 Mortgage-
Backed
Securities
 Total
Held-To
Maturity
Securities
December 31, 2016        
December 31, 2019      
Held-To-Maturity Securities,
at Amortized Cost
 $268,892
 $75,535
 $1,000
 $345,427
 $208,243
 $36,822
 $245,065
Held-To-Maturity Securities,
at Fair Value
 267,127
 75,624
 1,000
 343,751
 212,319
 37,299
 249,618
Gross Unrealized Gains 2,058
 258
 
 2,316
 4,170
 477
 4,647
Gross Unrealized Losses 3,823
 169
 
 3,992
 94
 
 94
Held-To-Maturity Securities,
Pledged as Collateral,
at Fair Value
       321,202
     237,969
              
Maturities of Debt Securities,
at Amortized Cost:
              
Within One Year 32,456
 
 1,000
 33,456
 17,243
 3,532
 20,775
From 1 - 5 Years 86,070
 61,712
 
 147,782
 115,150
 33,290
 148,440
From 5 - 10 Years 146,603
 13,823
 
 160,426
 74,259
 
 74,259
Over 10 Years 3,763
 
 
 3,763
 1,591
 
 1,591
              
Maturities of Debt Securities,
at Fair Value:
              
Within One Year 32,505
 
 
 32,505
 17,276
 3,586
 20,862
From 1 - 5 Years 87,486
 61,764
 
 149,250
 117,178
 33,713
 150,891
From 5 - 10 Years 143,375
 13,860
 
 157,235
 76,242
 
 76,242
Over 10 Years 3,761
 
 1,000
 4,761
 1,623
 
 1,623
              
Securities in a Continuous
Loss Position, at Fair Value:
              
Less than 12 Months $107,255
 $13,306
 $
 $120,561
 $1,438
 $
 $1,438
12 Months or Longer 12,363
 
 
 12,363
 1,994
 
 1,994
Total $119,618
 $13,306
 $
 $132,924
 $3,432
 $
 $3,432
Number of Securities in a
Continuous Loss Position
 347
 13
 
 360
 10
 
 10
              
Unrealized Losses on
Securities in a Continuous
Loss Position:
              
Less than 12 Months $3,129
 $169
 $
 $3,298
 $85
 $
 $85
12 Months or Longer 694
 
 
 694
 9
 
 9
Total $3,823
 $169
 $
 $3,992
 $94
 $
 $94
              
Disaggregated Details:      
US Government Agency
Securities, at Amortized Cost
   1,703
  
US Government Agency
Securities, at Fair Value
   1,720
  
Government Sponsored Entity
Securities, at Amortized Cost
   35,119
  
Government Sponsored Entity
Securities, at Fair Value
   35,579
  


Held-To-Maturity Securities
 
State and
Municipal
Obligations
 
Mortgage-
Backed
Securities -
Residential
 
Corporate
and Other
Debt
Securities
 
Total
Held-To
Maturity
Securities
 State and
Municipal
Obligations
 Mortgage-
Backed
Securities
 Total
Held-To
Maturity
Securities
Disaggregated Details:        
US Government Agency
Securities, at Amortized Cost
   $3,206
    
US Government Agency
Securities, at Fair Value
   3,222
    
Government Sponsored Entity
Securities, at Amortized Cost
   72,329
    
Government Sponsored Entity
Securities, at Fair Value
   72,402
    
        
December 31, 2015        
December 31, 2018      
Held-To-Maturity Securities,
at Amortized Cost
 $226,053
 $93,558
 $1,000
 $320,611
 $235,782
 $47,694
 $283,476
Held-To-Maturity Securities,
at Fair Value
 230,621
 94,309
 1,000
 325,930
 233,359
 46,979
 280,338
Gross Unrealized Gains 4,619
 868
 
 5,487
 486
 
 486
Gross Unrealized Losses 51
 117
 
 168
 2,909
 715
 3,624
Held-To-Maturity Securities,
Pledged as Collateral,
at Fair Value
       299,767
     266,341
              
Securities in a Continuous
Loss Position, at Fair Value:
              
Less than 12 Months $2,302
 $6,000
 $
 $8,302
 $32,093
 $33,309
 $65,402
12 Months or Longer 11,764
 4,154
 
 15,918
 110,947
 13,670
 124,617
Total $14,066
 $10,154
 $
 $24,220
 $143,040
 $46,979
 $190,019
Number of Securities in a
Continuous Loss Position
 54
 8
 
 62
 411
 47
 458
              
Unrealized Losses on
Securities in a Continuous
Loss Position:
              
Less than 12 Months $11
 $93
 $
 $104
 $162
 $456
 $618
12 Months or Longer 40
 24
 
 64
 2,747
 259
 3,006
Total $51
 $117
 $
 $168
 $2,909
 $715
 $3,624
              
Disaggregated Details:              
US Government Agency
Securities, at Amortized Cost
   $3,802
       2,180
  
US Government Agency
Securities, at Fair Value
   3,852
       2,143
  
Government Sponsored Entity
Securities, at Amortized Cost
   89,756
       45,514
  
Government Sponsored Entity
Securities, at Fair Value
   90,457
       44,836
  

In the tables above, maturities of mortgage-backed-securities - residentialmortgage-backed securities are included based on their expected average lives. Actual maturities will differ from the table below because issuers may have the right to call or prepay obligations with or without prepayment penalties.

Securities in a continuous loss position, in the tables above for December 31, 20162019 and December 31, 20152018 do not reflect any deterioration of the credit worthiness of the issuing entities.  U.S. agency issues, including mortgage-backed securities, are all rated AaaAAA by Moody's and AA+ by Standard and Poor's.  The state and municipal obligations are general obligations supported by the general taxing authority of the issuer, and in some cases are insured.  Obligations issued by school districts are supported by state aid.  For any non-rated municipal securities, credit analysis is performed in-house based upon data that has been submitted by the issuers to the NY State Comptroller. That analysis shows no deterioration in the credit worthiness of the municipalities.  Subsequent to December 31, 2016,2019, there were no securities downgraded below investment grade.  
The unrealized losses on these temporarily impaired securities are primarily the result of changes in interest rates for fixed rate securities where the interest rate received is less than the current rate available for new offerings of similar securities, changes in


market spreads as a result of shifts in supply and demand, and/or changes in the level of prepayments for mortgage related securities. Because we do not currently intendthere is no current intention to sell any of our temporarily impaired securities, and because it is not more likely-than-not welikely than not that it would be required to sell the securities prior to recovery, the impairment is considered temporary.
Pledged securities, in the tables above, are primarily used to collateralize state and municipal deposits, as required under New York State law. A small portion of the pledged securities are used to collateralize repurchase agreements and pooled deposits of our trust customers.




The following table is the schedule of Equity Securities at December 31, 2019 and 2018. Upon the adoption of ASU 2016-01 effective January 1, 2018, Equity Securities are not included in Securities Available-For-Sale since unrealized gains and losses are now recorded in the Consolidated Statements of Income. Prior to January 1, 2018, Equity Securities were included in Securities Available-For-Sale.
Equity Securities
     
  December 31,
  2019 2018
Equity Securities, at Fair Value $2,063
 $1,774
     

The following is a summary of realized and unrealized gains and losses recognized in net income on equity securities during the years ended December 31, 2019 and 2018 :
  December 31,
  2019 2018
Net Gain on Equity Securities $289
 $213
Less: Net gain (loss) recognized during the reporting period on equity securities sold during the period 
 
Unrealized net gain recognized during the reporting period on equity securities still held at the reporting date $289
 $213
     



Schedule of Federal Reserve Bank and Federal Home Loan Bank Stock

Federal Reserve Bank and Federal Home Loan Bank Stock are carried at cost.

(at cost)
December 31, December 31,
2016 2015 2019 2018
Federal Reserve Bank Stock$1,071
 $1,060
 $1,138
 $1,132
Federal Home Loan Bank Stock9,841
 7,779
 9,179
 14,374
Total Federal Reserve Bank and Federal Home Loan Bank Stock$10,912
 $8,839
 $10,317
 $15,506






Note 5:LOANS (Dollars In Thousands)

Loan Categories and Past Due Loans

The following table presents loan balances outstanding as of December 31, 20162019 and December 31, 20152018 and an analysis of the recorded investment in loans that are past due at these dates.  Generally, Arrow considers a loan past due 30 or more days ifLoans held-for-sale of $150 and $215 as of December 31, 2019, and December 31, 2018, respectively, are included in the borrower is two or more payments past due.residential real estate balances for current loans.
Schedule of Past Due Loans by Loan Category
  Commercial        Commercial      
Commercial Real Estate Consumer Residential TotalCommercial Real Estate Consumer Residential Total
December 31, 2016         
December 31, 2019         
Loans Past Due 30-59 Days$112
 $121
 $5,593
 $2,368
 $8,194
$150
 $
 $5,670
 $152
 $5,972
Loans Past Due 60-89 Days29
 
 898
 142
 1,069
42
 266
 2,700
 2,027
 5,035
Loans Past Due 90 or More Days148
 
 513
 1,975
 2,636
21
 326
 445
 1,807
 2,599
Total Loans Past Due289
 121
 7,004
 4,485
 11,899
213
 592
 8,815
 3,986
 13,606
Current Loans104,866
 431,525
 530,357
 674,621
 1,741,369
150,447
 509,949
 802,383
 909,735
 2,372,514
Total Loans$105,155
 $431,646
 $537,361
 $679,106
 $1,753,268
$150,660
 $510,541
 $811,198
 $913,721
 $2,386,120
                  
Loans 90 or More Days Past Due and Still Accruing Interest$
 $
 $158
 $1,043
 $1,201
$
 $
 $
 $253
 $253
Nonaccrual Loans$155
 $875
 $589
 $2,574
 $4,193
81
 326
 663
 2,935
 4,005
                  
December 31, 2015         
December 31, 2018         
Loans Past Due 30-59 Days$98
 $
 $4,598
 $955
 $5,651
$121
 $108
 $5,369
 $281
 $5,879
Loans Past Due 60-89 Days186
 
 1,647
 1,370
 3,203
49
 
 2,136
 1,908
 4,093
Loans Past Due 90 or more Days203
 1,469
 295
 2,184
 4,151

 789
 572
 1,844
 3,205
Total Loans Past Due487
 1,469
 6,540
 4,509
 13,005
170
 897
 8,077
 4,033
 13,177
Current Loans102,100
 383,470
 457,983
 617,394
 1,560,947
136,720
 483,665
 711,433
 851,220
 2,183,038
Total Loans$102,587
 $384,939
 $464,523
 $621,903
 $1,573,952
$136,890
 $484,562
 $719,510
 $855,253
 $2,196,215
                  
Loans 90 or More Days Past Due and Still Accruing Interest$
 $
 $
 $187
 $187
$
 $
 $144
 $1,081
 $1,225
Nonaccrual Loans$387
 $2,401
 $450
 $3,195
 $6,433
403
 789
 658
 2,309
 4,159

The Company disaggregates its loan portfolio into the following four categories:

Commercial - The Company offers a variety of loan options to meet the specific needs of our commercial customers including term loans, time notes and lines of credit. Such loans are made available to businesses for working capital needs such as inventory and receivables, business expansion and equipment purchases. Generally, a collateral lien is placed on equipment or other assets owned by the borrower. These loans carry a higher risk than commercial real estate loans due to the nature of the underlying collateral, which can be business assets such as equipment and accounts receivable and generally have a lower liquidation value than real estate. In the event of default by the borrower, the Company may be required to liquidate collateral at deeply discounted values. To reduce the risk, management usually obtains personal guarantees of the borrowers.

Commercial Real Estate - The Company offers commercial real estate loans to finance real estate purchases, refinancings, expansions and improvements to commercial properties. Commercial real estate loans are made to finance the purchases of real property which generally consists of real estate with completed structures. These commercial real estate loans are typically secured by first liens on the real estate, which may include apartments, commercial structures, housing businesses, healthcare facilities, and both owner and non owner-occupied facilities. These loans are typically less risky than commercial loans, since they are secured by real estate and buildings, and are generally originated in amounts of no more than 80% of the appraised value of the property. However, the Company also offers commercial construction and land development loans to finance projects, primarily within the communities that we serve.served. Many projects will ultimately be used by the borrowers' businesses, while others are developed for resale. These real estate loans are also typically secured by first liens on the real estate, which may include apartments, commercial structures, housing business,businesses, healthcare facilities and both owner-occupied and non-owner-occupied facilities. There is enhanced risk during the construction period, since the loan is secured by an incomplete project.




Consumer Loans - The Company offers a variety of consumer installment loans to finance personal expenditures. Most of these loans carry a fixed rate of interest with principal repayment terms typically ranging from one to five years, based upon the nature of the collateral and the size of the loan. In addition to installment loans, the Company also offers personal lines of credit and


overdraft protection. Several loans are unsecured, which carry a higher risk of loss. Also included in this category are automobile loans. The Company primarily finances the purchases of automobiles indirectly through dealer relationships located throughout upstate New York and Vermont. Most of these loans carry a fixed rate of interest with principal repayment terms typically ranging from three to seven years. Indirect consumer loans are underwritten on a secured basis using the underlying collateral being financed.

Residential - Residential real estate loans consist primarily of loans secured by first or second mortgages on primary residences. We originateThe Company originates fixed-rate and adjustable-rate and fixed-rate one-to-four-family residential real estate loans for the construction, the purchase real estate or refinancing of an existing mortgage. These loans are collateralized primarily by owner-occupied properties generally located in the Company’s market area. Loans on one-to-four-family residential real estate are generally originated in amounts of no more than 80% of the purchase price or appraised value (whichever is lower), or have private mortgage insurance. The Company’s underwriting analysis for residential mortgage loans typically includes credit verification, independent appraisals, and a review of the borrower’s financial condition. Mortgage title insurance and hazard insurance are normally required. It is our general practice to underwrite our residential real estate loans to secondary market standards. Construction loans have a unique risk, because they are secured by an incomplete dwelling. This risk is reduced through periodic site inspections, including one at each loan draw period. In addition, the Company offers fixed home equity loans, as well as home equity lines of credit to consumers to finance home improvements, debt consolidation, education and other uses.  Our policy allows for a maximum loan to value ratio of 80%, although periodically higher advances are allowed.  The Company originates home equity lines of credit and second mortgage loans (loans secured by a second junior lien position on one-to-four-family residential real estate).  Risk is generally reduced through underwriting criteria, which include credit verification, appraisals, a review of the borrower's financial condition, and personal cash flows.  A security interest, with title insurance when necessary, is taken in the underlying real estate.

Schedule of Supplemental Loan Information
 2019 2018
Supplemental Information:
   
Unamortized deferred loan origination costs, net of deferred loan
  origination fees, included in the above balances
$5,181
 $4,494
Overdrawn deposit accounts, included in the above balances2,420
 572
Pledged loans secured by one-to-four family residential mortgages
  under a blanket collateral agreement to secure borrowings from
  the Federal Home Loan Bank of New York
731,240
 550,750
Residential real estate loans serviced for Freddie Mac, not included
   in the balances above
139,094
 133,747



Allowance for Loan Losses

The following table presents a rollforwardroll forward of the allowance for loan losses and other information pertaining to the allowance for loan losses:
Allowance for Loan Losses
   Commercial        
 Commercial Real Estate Consumer Residential Unallocated Total
            
Rollfoward of the Allowance for Loan Losses for the Year Ended:           
December 31, 2015$1,827
 $4,520
 $5,554
 $3,790
 $347
 $16,038
Charge-offs(97) (195) (871) (107) 
 (1,270)
Recoveries23
 
 182
 6
 
 211
Provision(736) 1,352
 1,255
 509
 (347) 2,033
December 31, 2016$1,017
 $5,677
 $6,120
 $4,198
 $
 $17,012
            
December 31, 2014$2,100
 $4,128
 $5,210
 $3,369
 $763
 $15,570
Charge-offs(62) (7) (711) (326) 
 (1,106)
Recoveries34
 
 193
 
 
 227
Provision(245) 399
 862
 747
 (416) 1,347
December 31, 2015$1,827
 $4,520
 $5,554
 $3,790
 $347
 $16,038
            
December 31, 2013$1,886
 $3,962
 $4,478
 $3,026
 $1,082
 $14,434
Charge-offs(212) 
 (718) (91) 
 (1,021)
Recoveries86
 
 223
 
 
 309
Provision340
 166
 1,227
 434
 (319) 1,848
December 31, 2014$2,100
 $4,128
 $5,210
 $3,369
 $763
 $15,570
            
            


Allowance for Loan Losses
  Commercial          Commercial      
Commercial Real Estate Consumer Residential Unallocated TotalCommercial Real Estate Consumer Residential Total
         
Rollfoward of the Allowance for Loan Losses for the Year Ended:         
December 31, 2018$1,218
 $5,644
 $8,882
 $4,452
 $20,196
Charge-offs(12) (29) (1,603) (91) (1,735)
Recoveries98
 
 549
 
 647
Provision82
 215
 1,580
 202
 2,079
December 31, 2019$1,386
 $5,830
 $9,408
 $4,563
 $21,187
         
December 31, 2017$1,873
 $4,504
 $7,604
 $4,605
 $18,586
Charge-offs(153) (17) (1,246) (116) (1,532)
Recoveries3
 12
 520
 
 535
Provision(505) 1,145
 2,004
 (37) 2,607
December 31, 2018$1,218
 $5,644
 $8,882
 $4,452
 $20,196
         
December 31, 2016           $1,017
 $5,677
 $6,120
 $4,198
 $17,012
Charge-offs(2) (380) (1,101) (76) (1,559)
Recoveries9
 
 388
 
 397
Provision849
 (793) 2,197
 483
 2,736
December 31, 2017$1,873
 $4,504
 $7,604
 $4,605
 $18,586
         
         
December 31, 2019         
Allowance for loan losses - Loans Individually Evaluated for Impairment$
 $
 $
 $
 $
 $
$5
 $
 $
 $42
 $47
Allowance for loan losses - Loans Collectively Evaluated for Impairment$1,017
 $5,677
 $6,120
 $4,198
 $
 $17,012
1,381
 5,830
 9,408
 4,521
 21,140
Ending Loan Balance - Individually Evaluated for Impairment$
 $890
 $91
 $1,098
 $
 $2,079
35
 
 107
 959
 1,101
Ending Loan Balance - Collectively Evaluated for Impairment$105,155
 $430,756
 $537,270
 $678,008
 $
 $1,751,189
150,625
 510,541
 811,091
 912,762
 2,385,019
                    
December 31, 2015           
December 31, 2018         
Allowance for loan losses - Loans Individually Evaluated for Impairment$
 $
 $
 $
 $
 $
$
 $
 $
 $4
 $4
Allowance for loan losses - Loans Collectively Evaluated for Impairment$1,827

$4,520

$5,554

$3,790

$347
 $16,038
1,218

5,644

8,882

4,448

20,192
Ending Loan Balance - Individually Evaluated for Impairment$155
 $2,372
 $114
 $645
 $
 $3,286
430
 793
 101
 1,899
 3,223
Ending Loan Balance - Collectively Evaluated for Impairment$102,432
 $382,567
 $464,409
 $621,258
 $
 $1,570,666
136,460
 483,769
 719,409
 853,354
 2,192,992

Through the provision for loan losses, an allowance for loan losses is maintained that reflects our best estimate of the inherent risk of loss in the Company’s loan portfolio as of the balance sheet date. Additions are made to the allowance for loan losses through a periodic provision for loan losses. Actual loan losses are charged against the allowance for loan losses when loans are deemed uncollectible and recoveries of amounts previously charged off are recorded as credits to the allowance for loan losses.
Our loan

Loan officers and risk managers meet at least quarterly to discuss and review the conditions and risks associated with certain criticized and classified commercial-related relationships. In addition, ourthe Company's independent internal loan review department performs periodic reviews of the credit quality indicators on individual loans in ourthe commercial loan portfolio.
We useThe Company uses a two-step process to determine the provision for loan losses and the amount of the allowance for loan losses. We measure impairment on ourAn evaluation of impaired loans is performed on a quarterly basis. Our impairedImpaired loans are generally nonaccrual loans over $250 thousand and all troubled debt restructured loans. OurArrow's impaired loans are generally considered to be collateral dependent with the specific reserve,charge-off, if any, determined based on the value of the collateral less estimated costs to sell.
The remainder of the portfolio is evaluated on a pooled basis, as described below. For each homogeneous loan pool, we estimate a total loss factor is estimated based on the historical net loss rates adjusted for applicable qualitative factors. We update theThe total loss factors assigned to each loan category are updated on a quarterly basis. Our indirect automobile loan portfolio reflects a modest shift, since mid 2013, to a slightly larger percentage of loans within the portfolio comprised of loans to individuals with lower credit scores. For the commercial, commercial construction, and commercial real estate categories, we further segregate the loan categories are further segregated by credit risk profile (pools of loans graded pass, special mention and accruing substandard). Additional description of the credit risk classifications is detailed in the Credit Quality Indicators section of this note.
We determineArrow determines the historical net loss rate for each loan category using a trailing three-year net charge-off average. While historical net loss experience provides a reasonable starting point for our analysis, historical net losses, or even recent trends in net losses, do not by themselves form a sufficient basis to determine the appropriate level of the allowance for loan losses.


Therefore, weArrow also considerconsiders and adjustadjusts historical net loss factors for qualitative factors that impact the inherent risk of loss associated with ourthe loan categories within ourthe total loan portfolio. These include:
 
Changes in the volume and severity of past due, nonaccrual and adversely classified loans
Changes in the nature and volume of the portfolio and in the terms of loans
Changes in the value of the underlying collateral for collateral dependent loans
Changes in lending policies and procedures, including changes in underwriting standards and collection, charge-off, and recovery practices not considered elsewhere in estimating credit losses
Changes in the quality of the loan review system
Changes in the experience, ability, and depth of lending management and other relevant staff
Changes in international, national, regional, and local economic and business conditions and developments that affect the collectability of the portfolio
The existence and effect of any concentrations of credit, and changes in the level of such concentrations
The effect of other external factors such as competition and legal and regulatory requirements on the level of estimated credit losses in the existing portfolio or pool

While not a significant part of the allowance for loan losses methodology, we also maintain an unallocated portion of the total allowance for loan losses related to the overall level of imprecision inherent in the estimation of the appropriate level of allowance for loan losses.

Loan Credit Quality Indicators

The following table presents the credit quality indicators by loan category at December 31, 20162019 and December 31, 2015:2018:
Loan Credit Quality Indicators
  Commercial        Commercial      
Commercial Real Estate Consumer Residential TotalCommercial Real Estate Consumer Residential Total
December 31, 2016         
December 31, 2019         
Credit Risk Profile by Creditworthiness Category:                  
Satisfactory$95,722
 $396,907
     $492,629
$144,283
 $484,267
     $628,550
Special Mention1,359
 7,008
     8,367
32
 263
     295
Substandard8,074
 27,731
     35,805
6,345
 26,011
     32,356
Doubtful
 
     

 
     
Credit Risk Profile Based on Payment Activity:                  
Performing    $536,614
 $675,489
 1,212,103
    $810,535
 $910,533
 1,721,068
Nonperforming    747
 3,617
 4,364
    663
 3,188
 3,851
                  
December 31, 2015         
December 31, 2018         
Credit Risk Profile by Creditworthiness Category:                  
Satisfactory$93,607
 $360,654
     $454,261
$129,584
 $456,868
     $586,452
Special Mention1,070
 4,901
     5,971

 
     
Substandard7,910
 19,384
     27,294
7,306
 26,905
     34,211
Doubtful
 
     

 789
     789
Credit Risk Profile Based on Payment Activity:                  
Performing    $464,074
 $618,521
 1,082,595
    $718,708
 $851,863
 1,570,571
Nonperforming    449
 3,382
 3,831
    802
 3,390
 4,192
         

For the purposes of the table above, nonperforming automobile,consumer and residential and other consumer loans are those loans on nonaccrual status or are 90 days or more past due and still accruing interest.




For the allowance calculation, we use an internally developed system of five credit quality indicators to rate the credit worthiness of each commercial loan defined as follows:

1) Satisfactory - "Satisfactory" borrowers have acceptable financial condition with satisfactory record of earnings and sufficient historical and projected cash flow to service the debt.  Borrowers have satisfactory repayment histories and primary and secondary sources of repayment can be clearly identified;



2) Special Mention - Loans in this category have potential weaknesses that deserve managementsmanagement’s close attention.  If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the asset or in the institutionsinstitution’s credit position at some future date.  "Special mention" assets are not adversely classified and do not expose an institution to sufficient risk to warrant adverse classification.  Loans which might be assigned this credit quality indicator include loans to borrowers with deteriorating financial strength and/or earnings record and loans with potential for problems due to weakening economic or market conditions;

3) Substandard - Loans classified as substandard“substandard” are inadequately protected by the current sound net worth or paying capacity of the borrower or the collateral pledged, if any.  Loans in this category have well defined weaknesses that jeopardize the repayment.  They are characterized by the distinct possibility that the bank will sustain some loss if the deficiencies are not corrected.  Substandard“Substandard” loans may include loans which are likely to require liquidation of collateral to effect repayment, and other loans where character or ability to repay has become suspect. Loss potential, while existing in the aggregate amount of substandard assets, does not have to exist in individual assets classified substandard;

4) Doubtful - Loans classified as doubtful“doubtful” have all of the weaknesses inherent in those classified as substandard“substandard” with the added characteristic that the weaknesses make collection or liquidation in full, on the basis of current existing facts, conditions, and values highly questionable and improbable.  Although possibility of loss is extremely high, classification of these loans as loss“loss” has been deferred due to specific pending factors or events which may strengthen the value (i.e. possibility of additional collateral, injection of capital, collateral liquidation, debt restructure, economic recovery, etc).  Loans classified as doubtful“doubtful” need to be placed on non-accrual; and

5) Loss - Loans classified as loss“loss” are considered uncollectible and of such little value that their continuance as bankable assets is not warranted.  As of the date of the balance sheet, all loans in this category have been charged-off to the allowance for loan losses.  

Commercial loans are generally evaluated on an annual basis depending on the size and complexity of the loan relationship, unless the credit related quality indicator falls to a level of "special mention" or below, when the loan is evaluated quarterly.  The credit quality indicator is one of the factors used in assessing the level of inherent risk of loss in our commercial related loan portfolios.
    
    



Impaired Loans

The following table presents information on impaired loans based on whether the impaired loan has a recorded allowance or no recorded allowance:
Impaired Loans
  Commercial        Commercial      
Commercial Real Estate Consumer Residential TotalCommercial Real Estate Consumer Residential Total
December 31, 2016         
December 31, 2019         
Recorded Investment:                  
With No Related Allowance$
 $890
 $91
 $1,098
 $2,079
$
 $
 $108
 $699
 $807
With a Related Allowance
 
 
 
 
34
 
 
 260
 294
Unpaid Principal Balance:                  
With No Related Allowance$
 $890
 $91
 $1,098
 $2,079
$
 $
 $107
 $699
 $806
With a Related Allowance
 
 
 
 
35
 
 
 260
 295
                  
December 31, 2015         
December 31, 2018         
Recorded Investment:                  
With No Related Allowance$155
 $2,372
 $114
 $645
 $3,286
$430
 $793
 $101
 $1,605
 $2,929
With a Related Allowance
 
 
 
 

 
 
 294
 294
Unpaid Principal Balance:                  
With No Related Allowance$155
 $2,372
 $114
 $645
 $3,286
$429
 $793
 $100
 $1,606
 $2,928
With a Related Allowance
 
 
 
 

 
 
 293
 293
                  
                  
For the Year-To-Date Period Ended:                  
December 31, 2016         
December 31, 2019         
Average Recorded Balance:

 

   
 


 

   
 
With No Related Allowance$78
 $1,631
 $103
 $872
 $2,684
$215
 $397
 $105
 $1,152
 $1,869
With a Related Allowance
 
 
 
 
17
 
 
 277
 294
Interest Income Recognized:                  
With No Related Allowance$
 $29
 $6
 $1
 $36
$
 $
 $1
 $8
 $9
With a Related Allowance
 
 
 
 

 
 
 
 
Cash Basis Income:                  
With No Related Allowance$
 $
 $
 $
 $
$
 $
 $
 $
 $
With a Related Allowance
 
 
 
 

 
 
 
 
                  
December 31, 2015         
December 31, 2018         
Average Recorded Balance:                  
With No Related Allowance$325
 $1,932
 $116
 $1,162
 $3,535
$215
 $787
 $98
 $1,437
 $2,537
With a Related Allowance
 
 
 280
 $280
243
 363
 
 314
 $920
Interest Income Recognized:                  
With No Related Allowance$
 $9
 $14
 $
 $23
$
 $
 $1
 $18
 $19
With a Related Allowance
 
 
 
 

 
 
 
 
Cash Basis Income:                  
With No Related Allowance$
 $
 $
 $
 $
$
 $
 $
 $
 $
With a Related Allowance
 
 
 
 

 
 
 
 

 
 
 
 

        

December 31, 2014         
December 31, 2017         
Average Recorded Balance:                  
With No Related Allowance$348
 $1,492
 $121
 $1,673
 $3,634
$
 $836
 $93
 $1,184
 $2,113
With a Related Allowance
 
 
 546
 $546
243
 363
 
 167
 $773
Interest Income Recognized:                  
With No Related Allowance$11
 $
 $7
 $1
 $19
$
 $34
 $
 $23
 $57
With a Related Allowance
 
 
 
 
1
 2
 
 23
 26
Cash Basis Income:                  
With No Related Allowance$
 $
 $
 $
 $
$
 $
 $
 $
 $
With a Related Allowance
 
 
 
 

 
 
 
 



At December 31, 20162019 and December 31, 2015,2018, all impaired loans were considered to be collateral dependent and were therefore evaluated for impairment based on the fair value of collateral less estimated cost to sell. Interest income recognized in the table above, represents income earned after the loans became impaired and includes restructured loans in compliance with their modified terms and nonaccrual loans where we have recognized interest income on a cash basis.

Loans Modified in Trouble Debt Restructurings

The following table presents information on loans modified in trouble debt restructurings during the periods indicated:
Loans Modified in Trouble Debt Restructurings During the Period
  Commercial        Commercial      
Commercial Real Estate Consumer Residential TotalCommercial Real Estate Consumer Residential Total
For the Year Ended:                  
December 31, 2016         
December 31, 2019         
Number of Loans
 
 4
 
 4

 
 6
 
 6
Pre-Modification Outstanding Recorded Investment$
 $
 $39
 $
 $39
$
 $
 $68
 $
 $68
Post-Modification Outstanding Recorded Investment$
 $
 $39
 $
 $39

 
 68
 
 68
Subsequent Default, Number of Contracts
 
 
 
 

 
 
 
 
Subsequent Default, Recorded Investment
 
 
 
 

 
 
 
 
Commitments to lend additional funds to modified loans
 
 
 
 

 
 
 
 
                  
December 31, 2015         
December 31, 2018         
Number of Loans
 1
 4
 
 5
1
 
 5
 
 6
Pre-Modification Outstanding Recorded Investment$
 $883
 $51
 $
 $934
$38
 $
 $44
 $
 $82
Post-Modification Outstanding Recorded Investment$
 $883
 $51
 $
 $934
38
 
 44
 
 82
Subsequent Default, Number of Contracts
 
 
 
 

 
 
 
 
Subsequent Default, Recorded Investment
 
 
 
 

 
 
 
 
Commitments to lend additional funds to modified loans
 
 
 
 

 
 
 
 
                  
December 31, 2014         
December 31, 2017         
Number of Loans
 
 4
 1
 5
1
 1
 6
 
 8
Pre-Modification Outstanding Recorded Investment$
 $
 $36
 $574
 $610
$503
 $725
 $51
 $
 $1,279
Post-Modification Outstanding Recorded Investment$
 $
 $36
 $574
 $610
503
 725
 51
 
 1,279
Subsequent Default, Number of Contracts
 
 
 
 

 
 
 
 
Subsequent Default, Recorded Investment
 
 
 
 

 
 
 
 
Commitments to lend additional funds to modified loans
 
 
 
 

 
 
 
 

In general, loans requiring modification are restructured to accommodate the projected cash-flows of the borrower. Such modifications may involve a reduction of the interest rate, a significant deferral of payments or forgiveness of a portion of the outstanding principal balance. As indicated in the table above, no loans modified during the preceding twelve months subsequently defaulted as of December 31, 20162019 or December 31, 2015.2018.



Schedule of Supplemental Loan Information
 2016 2015
Supplemental Information:
   
Unamortized deferred loan origination costs, net of deferred loan
  origination fees, included in the above balances
$3,717
 $3,268
Overdrawn deposit accounts, included in the above balances1,009
 477
Pledged loans secured by one-to-four family residential mortgages
  under a blanket collateral agreement to secure borrowings from
  the Federal Home Loan Bank of New York
445,805
 396,956
Residential real estate loans serviced for Freddie Mac, not included
   in the balances above
153,617
 153,795
Loans held for sale at period-end, included in the above balances483
 298


Note 6:PREMISES AND EQUIPMENT (In(Dollars In Thousands)

A summary of premises and equipment at December 31, 20162019 and 20152018 is presented below:
2016 20152019 2018
Land and Bank Premises$35,017
 $34,609
$39,342
 $35,010
Equipment, Furniture and Fixtures23,604
 22,879
30,529
 30,192
Leasehold Improvements1,604
 1,461
3,758
 1,921
Total Cost60,225
 58,949
73,629
 67,123
Accumulated Depreciation and Amortization(33,287) (31,509)(38,171) (36,677)
Net Owned Premises and Equipment35,458
 30,446
Leased Assets (see Note 18)5,171
 
Net Premises and Equipment$26,938
 $27,440
$40,629
 $30,446

Amounts charged to expense for depreciation totaled $1,928, $1,892$2,211, $1,891 and $1,879$1,921 in 2016, 20152019, 2018 and 2014,2017, respectively.





Note 7:OTHER INTANGIBLE ASSETS (In(Dollars In Thousands)

The following table presents information on ArrowsArrow’s other intangible assets (other than goodwill) as of December 31, 2016, 20152019, 2018 and 2014:2017:
Depositor
Intangibles1
 
Mortgage
Servicing
Rights2
 
Customer Intangibles1
 Total  
Depositor
Intangibles1
 
Mortgage
Servicing
Rights2
 
Customer Intangibles1
 Total  
Gross Carrying Amount, December 31, 2016$2,247
 $1,968
 $4,382
 $8,597
Gross Carrying Amount, December 31, 2019$2,247
 $2,229
 $4,382
 $8,858
Accumulated Amortization(2,247) (1,403) (2,251) (5,901)(2,247) (1,913) (3,037) (7,197)
Net Carrying Amount, December 31, 2016$
 $565
 $2,131
 $2,696
Gross Carrying Amount, December 31, 2015$2,247
 $1,822
 $4,382
 $8,451
Net Carrying Amount, December 31, 2019$
 $316
 $1,345
 $1,661
Gross Carrying Amount, December 31, 2018$2,247
 $2,061
 $4,382
 $8,690
Accumulated Amortization(2,247) (1,143) (1,954) (5,344)(2,247) (1,799) (2,792) (6,838)
Net Carrying Amount, December 31, 2015$
 $679
 $2,428
 $3,107
Net Carrying Amount, December 31, 2018$
 $262
 $1,590
 $1,852
              
Rollforward of Intangible Assets:              
Balance, December 31, 2013$61
 $960
 $3,119
 $4,140
Intangible Assets Acquired
 133
 
 133
Amortization of Intangible Assets(51) (261) (336) (648)
Balance, December 31, 201410
 832
 2,783
 3,625
Balance, December 31, 2016$
 $565
 $2,131
 $2,696
Intangible Assets Acquired
 107
 
 107

 93
 
 93
Intangible Assets Disposed
 
 (38) (38)
 
 
 
Amortization of Intangible Assets(10) (260) (317) (587)
 (221) (279) (500)
Balance, December 31, 2015
 679
 2,428
 3,107
Balance, December 31, 2017
 437
 1,852
 2,289
Intangible Assets Acquired
 146
 
 146

 
 
 
Intangible Assets Disposed
 
 
 

 
 
 
Amortization of Intangible Assets
 (260) (297) (557)
 (175) (262) (437)
Balance, December 31, 2016$
 $565
 $2,131
 $2,696
Balance, December 31, 2018
 262
 1,590
 1,852
Intangible Assets Acquired
 168
 
 168
Intangible Assets Disposed
 
 
 
Amortization of Intangible Assets
 (114) (245) (359)
Balance, December 31, 2019$
 $316
 $1,345
 $1,661

1 Amortization of depositor intangibles and customer intangibles are reported in the consolidated statementsConsolidated Statements of incomeIncome as a component of other operating expense.
2 Amortization of mortgage servicing rights is reported in the consolidated statementsConsolidated Statements of incomeIncome as a reduction of mortgage servicing fee income, which is included with fees for other services to customers.

The following table presents the remaining estimated annual amortization expense for Arrow's intangible assets as of December 31, 2016:2019:
 
Mortgage
Servicing
Rights
 Customer Intangibles Total 
Mortgage
Servicing Rights
 Customer Intangibles Total
Estimated Annual Amortization Expense:            
2017 $215
 $276
 $491
2018 160
 259
 419
2019 87
 242
 329
2020 56
 225
 281
 $99
 $228
 $327
2021 34
 208
 242
 78
 211
 289
2022 and beyond 13
 921
 934
2022 57
 193
 250
2023 37
 176
 213
2024 27
 155
 182
2025 and beyond 18
 382
 400
Total $565
 $2,131
 $2,696
 $316
 $1,345
 $1,661






Note 8:GUARANTEESCOMMITMENTS AND CONTINGENCIES (Dollars In Thousands)

The following table presents the notional amount and fair value of Arrow's off-balance sheet commitments to extend credit and commitments under standby letters of credit as of December 31, 20162019 and 2015:2018:
Balance at December 31,2016 20152019 2018
Notional Amount:      
Commitments to Extend Credit$383,586
 $278,623
$349,718
 $321,143
Standby Letters of Credit3,445
 3,065
3,129
 4,466
Fair Value:      
Commitments to Extend Credit$
 $
$
 $
Standby Letters of Credit30
 2
31
 12

Arrow is party to financial instruments with off-balance sheet risk in the normal course of business to meet the financing needs of its customers.  These financial instruments include commitments to extend credit and standby letters of credit.  Commitments to extend credit include home equity lines of credit, commitments for residential and commercial construction loans and other personal and commercial lines of credit.  Those instruments involve, to varying degrees, elements of credit and interest rate risk in excess of the amount recognized in the consolidated balance sheets.  The contract or notional amounts of those instruments reflect the extent of the involvement Arrow has in particular classes of financial instruments.
Arrow's exposure to credit loss in the event of nonperformance by the other party to the financial instrument for commitments to extend credit and standby letters of credit is represented by the contractual notional amount of those instruments.  Arrow uses the same credit policies in making commitments and conditional obligations as it does for on-balance sheet instruments.
Commitments to extend credit are agreements to lend to a customer as long as there is no violation of any condition established in the contract.  Commitments generally have fixed expiration dates or other termination clauses and may require payment of a fee.  Since many of the commitments are expected to expire without being drawn upon, the total commitment amounts do not necessarily represent future cash requirements.  Arrow evaluates each customer's creditworthiness on a case-by-case basis.  Home equity lines of credit are secured by residential real estate.  Construction lines of credit are secured by underlying real estate.  For other lines of credit, the amount of collateral obtained, if deemed necessary by Arrow upon extension of credit, is based on management's credit evaluation of the counterparty.  Collateral held varies, but may include accounts receivable, inventory, property, plant and equipment, and income-producing commercial properties.  Most of the commitments are variable rate instruments.
Arrow does not issue any guarantees that would require liability-recognition or disclosure, other than its standby letters of credit.
Arrow has issued conditional commitments in the form of standby letters of credit to guarantee payment on behalf of a customer and guarantee the performance of a customer to a third party.  Standby letters of credit generally arise in connection with lending relationships. The credit risk involved in issuing these instruments is essentially the same as that involved in extending loans to customers. Contingent obligations under standby letters of credit at December 31, 20162019 and 20152018 represent the maximum potential future payments Arrow could be required to make.  Typically, these instruments have terms of 12 months or less and expire unused; therefore, the total amounts do not necessarily represent future cash requirements.  Each customer is evaluated individually for creditworthiness under the same underwriting standards used for commitments to extend credit and on-balance sheet instruments. Company policies governing loan collateral apply to standby letters of credit at the time of credit extension.  Loan-to-value ratios will generally range from 50% for movable assets, such as inventory, to 100% for liquid assets, such as bank CD's.  Fees for standby letters of credit range from 1% to 3% of the notional amount.  Fees are collected upfront and amortized over the life of the commitment. The carrying amount and fair value of Arrow's standby letters of credit at December 31, 20162019 and 20152018 were insignificant.  The fair value of standby letters of credit is based on the fees currently charged for similar agreements or the cost to terminate the arrangement with the counterparties.
The fair value of commitments to extend credit is determined by estimating the fees to enter into similar agreements, taking into account the remaining terms and present creditworthiness of the counterparties, and for fixed rate loan commitments, the difference between the current and committed interest rates.  Arrow provides several types of commercial lines of credit and standby letters of credit to its commercial customers.  The pricing of these services is not isolated as Arrow considers the customer's complete deposit and borrowing relationship in pricing individual products and services.  The commitments to extend credit also include commitments under home equity lines of credit, for which Arrow charges no fee.  The carrying value and fair value of commitments to extend credit are not material and Arrow does not expect to incur any material loss as a result of these commitments.
In the normal course of business, Arrow and its subsidiary banks become involved in a variety of routine legal proceedings.  At present, there are no legal proceedings pending or threatened, which in the opinion of management and counsel, would result in a material loss to Arrow.
In the third quarter of 2019, Arrow entered into interest rate swap agreements with certain of its commercial customers to provide them with a long-term fixed rate, while simultaneously Arrow entered into offsetting interest rate swap agreements with a counterparty or counterparties to swap the fixed rate to a variable rate to manage interest rate exposure.
The Company's interest rate swap agreements are not designated as a hedge for accounting purposes. As the interest rate swap agreements have substantially equivalent and offsetting terms, they do not present any material exposure to the Company's consolidated statements of income. The Company records its interest rate swap agreements at fair value and is presented on a gross basis within other assets and other liabilities on the consolidated balance sheets. Changes in the fair value of assets and liabilities arising from these derivatives are included, net, in other income in the consolidated statement of income.


The following table depicts the fair value adjustment recorded related to the notional amount of derivatives outstanding as well as the notional amount of the interest rate swap agreements.
Derivatives Not Designated as Hedging Instruments - Interest Rate Swap Agreements
 December 31, 2019 December 31, 2018
Fair value adjustment included in other assets$69
 $
Fair value adjustment included in other liabilities69
 
Notional amount44,531
 




Note 9:TIME DEPOSITS (Dollars In Thousands)

The following summarizes the contractual maturities of time deposits during years subsequent to December 31, 2016:2019:
Year of Maturity
Total Time
Deposits
Total Time
Deposits
2017$124,780
201825,031
201921,439
20209,520
$314,068
20219,997
44,620
2022 and beyond8,546
202211,975
20235,040
20246,253
2025 and beyond13,365
Total$199,313
$395,321


Note 10:DEBT (Dollars in Thousands)

Schedule of Short-Term Borrowings:
2016 20152019 2018
Balances at December 31:      
Overnight Advances from the Federal Home Loan Bank of New York$123,000
 $82,000
$130,000
 $234,000
Securities Sold Under Agreements to Repurchase35,836
 23,173
51,099
 54,659
Total Short-Term Borrowings$158,836
 $105,173
$181,099
 $288,659
      
Maximum Borrowing Capacity at December 31:      
Federal Funds Purchased$35,000
 $35,000
$67,000
 $57,000
Federal Home Loan Bank of New York445,805
 396,956
731,240
 550,750
Federal Reserve Bank of New York370,136
 319,623
583,369
 489,809

SecuritiesThe securities sold under agreements to repurchase mature("repo accounts") shown above represent collateralized borrowings with certain commercial customers located primarily within the Company's service area. All repo accounts at December 31, 2019 and 2018 have overnight maturities. Repo accounts are not covered by federal deposit insurance and are secured by our own qualified investment securities. The Company retains the right to substitute similar type securities and has the right to withdraw all excess collateral applicable to repo accounts whenever the collateral values are in excess of the related repurchase liabilities. However, as a means of mitigating market risk, the Company maintains excess collateral to cover normal changes in the repurchase liability by monitoring daily usage. At December 31, 2019, there were no material amounts of securities at risk with any one day.  Arrowcustomer. The Company maintains effective control overof these securities through the use of third-party safekeeping arrangements. Investment securities with a fair value of $62.4 million and $65.5 million were pledged as collateral for the securities underlyingsold under agreements to repurchase at December 31, 2019 and 2018, respectively, and are presented in the agreements.  table below:
 2019 2018
Balances at December 31:   
U.S. Government & Agency Obligations$
 $22,314
Mortgage-Backed Securities62,372
 43,155
Total Pledged Collateral for Repo Accounts$62,372
 $65,469
    


Arrow's subsidiary banks have in place unsecured federal funds lines of credit with twothree correspondent banks. As a member of the FHLBNY, we participateArrow participates in the advance program which allows for overnight and term advances up to the limit of pledged collateral, including FHLBNY stock, residential real estate and home equity loans (see Note 4. "Investment Securities"4, "Investment Securities" and Note 5. "Loans"5, "Loans").  OurThe investment in FHLBNY stock is proportional to the total of ourArrow's overnight and term advances (see the Schedule of Federal Reserve Bank and Federal Home Loan Bank Stock in Note 4. "Investment Securities")4, Investment Securities, to the notes to the Consolidated Financial Statements). OurArrow's bank subsidiaries have also established borrowing facilities with the Federal Reserve Bank of New York for potential “discount window” advances, pledging certain consumer loans as collateral (see Note 5. "Loans")5, Loans, to the notes to the Consolidated Financial Statements).



Long Term Debt - FHLBNY Term Advances

In addition to overnight advances, Arrow also borrows longer-term funds from the FHLBNY.  

Maturity Schedule of FHBLNYFHLBNY Term Advances:
 Balances Weighted Average Rate Balances Weighted Average Rate
                
Final Maturity 2016 2015 2016 2015 2019 2018 2019 2018
First Year $
 $
 % % $25,000
 $20,000
 2.02% 1.70%
Second Year 10,000
 
 1.50% % 
 25,000
 % 2.02%
Third Year 20,000
 10,000
 1.70% 1.50% 5,000
 
 1.81% %
Fourth Year 25,000
 20,000
 2.02% 1.70% 
 
 % %
Fifth Year 
 25,000
 % 2.02% 
 
 % %
Total $55,000
 $55,000
 1.81% 1.81% $30,000
 $45,000
 1.98% 1.88%

Long Term Debt - Guaranteed Preferred Beneficial Interests in Corporation's Junior Subordinated Debentures

During 2016,2019, there were outstanding two classes of financial instruments issued by two separate subsidiary business trusts of Arrow, identified as “Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts” on the Consolidated Balance Sheets and the Consolidated Statements of Income.
The first of the two classes of trust-issued instruments outstanding at year-end was issued by Arrow Capital Statutory Trust II ("ACST II"), a Delaware business trust established on July 16, 2003, upon the filing of a certificate of trust with the Delaware Secretary of State.  In July 2003, ACST II issued all of its voting (common) stock to Arrow and issued and sold to an unaffiliated purchaser 30-year guaranteed preferred beneficial interests in the trust's assets ("ACST II trust preferred securities"). The rate on the securities is variable, adjusting quarterly to the 3-month LIBOR plus 3.15%.  ACST II used the proceeds of the sale of its trust preferred securities to purchase an identical amount of junior subordinated debentures issued by Arrow that bear an interest rate identical at all times to the rate payable on the ACST II trust preferred securities.  The ACST II trust preferred securities became redeemable after July 23, 2008 and mature on July 23, 2033.
The second of the two classes of trust-issued instruments outstanding at year-end was issued by Arrow Capital Statutory Trust III ("ACST III"), a Delaware business trust established on December 23, 2004, upon the filing of a certificate of trust with the Delaware Secretary of State. On December 28, 2004, the ACST III issued all of its voting (common) stock to Arrow and issued and sold to an unaffiliated purchaser 30-year guaranteed preferred beneficial interests in the trust's assets ("ACST III").  The rate on the ACST III trust preferred securities is a variable rate, adjusted quarterly, equal to the 3-month LIBOR plus 2.00%.  ACST III used the proceeds of the sale of its trust preferred securities to purchase an identical amount of junior subordinated debentures issued by Arrow that bear an interest rate identical at all times to the rate payable on the ACST III trust preferred securities.  The ACST III trust preferred securities became redeemable on or after March 31, 2010 and mature on December 28, 2034.
The primary assets of the two subsidiary trusts having trust preferred securities outstanding at year-end, ACST II and ACST III (the “Trusts”), are Arrow's junior subordinated debentures discussed above, and the sole revenues of the Trusts are payments received by them from Arrow with respect to the junior subordinated debentures.  The trust preferred securities issued by the Trusts are non-voting.  All common voting securities of the Trusts are owned by Arrow.  Arrow used the net proceeds from its sale of junior subordinated debentures to the Trusts, facilitated by the Trust’s sale of their trust preferred securities to the purchasers thereof, for general corporate purposes.  The trust preferred securities and underlying junior subordinated debentures, with associated expense that is tax deductible, qualify as Tier I capital under regulatory definitions.
Arrow's primary source of funds to pay interest on the debentures that are held by the Trusts are current dividends received by Arrow from its subsidiary banks.  Accordingly, Arrow's ability to make payments on the debentures, and the ability of the Trusts to make payments on their trust preferred securities, are dependent upon the continuing ability of Arrow's subsidiary banks to pay dividends to Arrow.  Since the trust preferred securities issued by the subsidiary trusts and the underlying junior subordinated debentures issued by Arrow at December 31, 2016, 20152019, 2018 and 20142017 are classified as debt for financial statement purposes, the expense associated with these securities is recorded as interest expense in the consolidated statementsConsolidated Statements of incomeIncome for the three years.



Schedule of Guaranteed Preferred Beneficial Interests in Corporation's Junior Subordinated Debentures

2016 20152019 2018
ACST II      
Balance at December 31,$10,000
 $10,000
$10,000
 $10,000
Period-End Interest Rate3.99% 3.48%5.25% 5.55%
      
ACST III      
Balance at December 31,$10,000
 $10,000
$10,000
 $10,000
Period-End Interest Rate2.84% 2.33%4.10% 4.40%


Note 11:COMPREHENSIVE INCOME (LOSS), NET OF TAX (Dollars In Thousands)

The following table presents the components of other comprehensive income (loss) for the years ended December 31, 2016, 20152019, 2018 and 2014:2017:
Schedule of Comprehensive Income
Schedule of Comprehensive Income (Loss)Schedule of Comprehensive Income (Loss)
Before-Tax
Amount
 
Tax
Expense
(Benefit)
 
Net-of-Tax
Amount
Before-Tax
Amount
 
Tax
Expense
(Benefit)
 
Net-of-Tax
Amount
2016     
Net Unrealized Securities Holding Losses Arising During the Period$(1,672) $648
 $(1,024)
Reclassification Adjustment for Securities Losses Included in Net Income22
 (9) 13
Net Retirement Plan Loss3,017
 (1,296) 1,721
Net Retirement Plan Prior Service Credit
 
 
2019     
Net Unrealized Securities Holding Gains Arising During the Period$5,580
 $(1,418) $4,162
Net Retirement Plan Gains3,505
 (891) 2,614
Amortization of Net Retirement Plan Actuarial Loss716
 (281) 435
684
 (174) 510
Accretion of Net Retirement Plan Prior Service Credit(12) 5
 (7)224
 (57) 167
Other Comprehensive Income$2,071
 $(933) $1,138
$9,993
 $(2,540) $7,453
          
2015     
2018     
Net Unrealized Securities Holding Losses Arising During the Period$(3,017) $1,185
 $(1,832)$(2,839) $723
 $(2,116)
Reclassification Adjustment for Securities Gains Included in Net Income(129) 51
 (78)
Net Retirement Plan Loss1,395
 (547) 848
Net Retirement Plan Losses(3,798) 965
 (2,833)
Net Retirement Plan Prior Service Credit(368) 144
 (224)(453) 115
 (338)
Amortization of Net Retirement Plan Actuarial Loss846
 (332) 514
325
 (83) 242
Accretion of Net Retirement Plan Prior Service Credit(56) 22
 (34)108
 (28) 80
Other Comprehensive Loss$(1,329) $523
 $(806)$(6,657) $1,692
 $(4,965)
          
2014     
Net Unrealized Securities Holding Gains Arising During the Period$356
 $(124) $232
2017     
Net Unrealized Securities Holding Losses Arising During the Period$(1,505) $565
 $(940)
Reclassification Adjustment for Securities Gains Included in Net Income(110) 43
 (67)448
 (111) 337
Net Retirement Plan Gains(4,610) 1,764
 (2,846)
Net Retirement Plan Prior Service Credit(570) 223
 (347)
Net Retirement Plan Losses287
 (73) 214
Amortization of Net Retirement Plan Actuarial Loss474
 (186) 288
411
 (49) 362
Accretion of Net Retirement Plan Prior Service Credit(87) 34
 (53)(11) 3
 (8)
Other Comprehensive Loss$(4,547) $1,754
 $(2,793)$(370) $335
 $(35)



The following table presents the changes in accumulated other comprehensive income by component:

Changes in Accumulated Other Comprehensive Income (Loss) by Component (1)
Changes in Accumulated Other Comprehensive Income (Loss) by Component (1)
Changes in Accumulated Other Comprehensive Income (Loss) by Component (1)
              
Unrealized Defined Benefit Plan Items  Unrealized Defined Benefit Plan Items  
Gains and      Gains and      
Losses on   Net Prior  Losses on   Net Prior  
Available-for- Net Gain Service  Available-for- Net Gain Service  
Sale Securities (Loss) (Cost ) Credit TotalSale Securities (Loss) (Cost ) Credit Total
For the Year-To-Date periods ended:              
              
December 31, 2015$629
 $(7,893) $(708) $(7,972)
December 31, 2018$(3,697) $(8,971) $(1,142) $(13,810)
Other comprehensive income before reclassifications4,162
 2,614
 
 6,776
Amounts reclassified from accumulated other comprehensive income  510
 167
 677
Net current-period other comprehensive income4,162
 3,124
 167
 7,453
December 31, 2019$465
 $(5,847) $(975) $(6,357)
       
December 31, 2017$(1,250) $(6,380) $(884) $(8,514)
Other comprehensive loss before reclassifications(2,116) (2,833) (338) (5,287)
Amounts reclassified from accumulated other comprehensive loss
 242
 80
 322
Net current-period other comprehensive loss(2,116) (2,591) (258) (4,965)
Amounts reclassified from accumulated other comprehensive loss(331) 
 
 (331)
December 31, 2018$(3,697) $(8,971) $(1,142) $(13,810)
       
December 31, 2016$(382) $(5,737) $(715) $(6,834)
Other comprehensive income (loss) before reclassifications(1,024) 1,721
 
 697
(940) 214
 
 (726)
Amounts reclassified from accumulated other comprehensive income (loss)13
 435
 (7) 441
337
 362
 (8) 691
Net current-period other comprehensive income(1,011) 2,156
 (7) 1,138
December 31, 2016$(382) $(5,737) $(715) $(6,834)
Net current-period other comprehensive income (loss)(603) 576
 (8) (35)
Reclassification due to the adoption of ASU No. 2018-02(265) (1,219) (161) (1,645)
December 31, 2017$(1,250) $(6,380) $(884) $(8,514)
              
December 31, 2014$2,539
 $(9,255) $(450) $(7,166)
Other comprehensive income (loss) before reclassifications(1,832) 848
 (224) (1,208)
Amounts reclassified from accumulated other comprehensive income (loss)(78) 514
 (34) 402
Net current-period other comprehensive loss(1,910) 1,362
 (258) (806)
December 31, 2015$629
 $(7,893) $(708) $(7,972)
       
December 31, 2013$2,374
 $(6,697) $(50) $(4,373)
Other comprehensive income (loss) before reclassifications232
 (2,846) (347) (2,961)
Amounts reclassified from accumulated other comprehensive income (loss)(67) 288
 (53) 168
Net current-period other comprehensive loss165
 (2,558) (400) (2,793)
December 31, 2014$2,539
 $(9,255) $(450) $(7,166)
       
(1) All amounts are net of tax. Amounts in parentheses indicate debits.




The following table presents the reclassifications out of accumulated other comprehensive income:
Reclassifications Out of Accumulated Other Comprehensive Income (1)
Reclassifications Out of Accumulated Other Comprehensive Income (1)
Reclassifications Out of Accumulated Other Comprehensive Income (1)
 Amounts Reclassified  Amounts Reclassified 
Details about Accumulated Other from Accumulated Other Affected Line Item in the Statement from Accumulated Other Affected Line Item in the Statement
Comprehensive Income Components Comprehensive Income Where Net Income Is Presented Comprehensive Income Where Net Income Is Presented
      
For the Year-to-date periods ended:      
      
December 31, 2016   
December 31, 2019   
      
Unrealized gains and losses on available-for-sale securities      
 $(22) Loss on Securities Transactions, Net $
 Loss on Securities Transactions, Net
 (22) Total before tax 
 Total before tax
 9
 Provision for Income Taxes 
 Provision for Income Taxes
 $(13) Net of tax $
 Net of tax
      
Amortization of defined benefit pension items      
Prior-service costs $12
(2) 
Salaries and Employee Benefits $(224)
(2) 
Salaries and Employee Benefits
Actuarial gains/(losses) (716)
(2) 
Salaries and Employee Benefits (684)
(2) 
Salaries and Employee Benefits
 (704) Total before tax (908) Total before tax
 276
 Provision for Income Taxes 231
 Provision for Income Taxes
 $(428) Net of tax $(677) Net of tax
      
Total reclassifications for the period $(441) Net of tax $(677) Net of tax
      
      
December 31, 2015   
December 31, 2018   
      
Unrealized gains and losses on available-for-sale securities      
 $129
 Gain on Securities Transactions, Net $
 Loss on Securities Transactions, Net
 129
 Total before tax 
 Total before tax
 (51) Provision for Income Taxes 
 Provision for Income Taxes
 $78
 Net of tax $
 Net of tax
      
Amortization of defined benefit pension items      
Prior-service costs 56
(2) 
Salaries and Employee Benefits $(108)
(2) 
Salaries and Employee Benefits
Actuarial gains/(losses) $(846)
(2) 
Salaries and Employee Benefits (325)
(2) 
Salaries and Employee Benefits
 (790) Total before tax (433) Total before tax
 310
 Provision for Income Taxes 111
 Provision for Income Taxes
 $(480) Net of tax $(322) Net of tax
      
Total reclassifications for the period $(402) Net of tax $(322) Net of tax
      
      


Reclassifications Out of Accumulated Other Comprehensive Income (1)
Reclassifications Out of Accumulated Other Comprehensive Income (1)
Reclassifications Out of Accumulated Other Comprehensive Income (1)
 Amounts Reclassified  Amounts Reclassified 
Details about Accumulated Other from Accumulated Other Affected Line Item in the Statement from Accumulated Other Affected Line Item in the Statement
Comprehensive Income Components Comprehensive Income Where Net Income Is Presented Comprehensive Income Where Net Income Is Presented
      
December 31, 2014   
December 31, 2017   
      
Unrealized gains and losses on available-for-sale securities      
 $110
 Gain on Securities Transactions, Net $(448) Gain on Securities Transactions, Net
 110
 Total before tax (448) Total before tax
 (43) Provision for Income Taxes 111
 Provision for Income Taxes
 $67
 Net of tax $(337) Net of tax
      
Amortization of defined benefit pension items      
Prior-service costs 87
(2) 
Salaries and Employee Benefits $11
(2) 
Salaries and Employee Benefits
Actuarial gains/(losses) $(474)
(2) 
Salaries and Employee Benefits (411)
(2) 
Salaries and Employee Benefits
 (387) Total before tax (400) Total before tax
 152
 Provision for Income Taxes 46
 Provision for Income Taxes
 $(235) Net of tax $(354) Net of tax
      
Total reclassifications for the period $(168) Net of tax $(691) Net of tax
      
(1) Amounts in parentheses indicate debits to profit/loss.
(2) These accumulated other comprehensive income components are included in the computation of net periodic pension cost (see pension footnote for additional details).





Note 12:STOCK BASED COMPENSATION (Dollars In Thousands, Except Share and Per Share Amounts)


Arrow has established two stock basedthree stock-based compensation plans: an Incentive and Non-qualified Stock Option Plan (Stock Option(Long Term Incentive Plan), an Employee Stock Purchase Plan (ESPP) and an Employee Stock Ownership Plan (ESOP).  All share and per share data have been adjusted for the September 29, 201627, 2019 3% stock dividend.

Stock OptionLong Term Incentive Plan

The Long Term Incentive Plan provides for the grant of incentive stock options, non-qualified stock options, restricted stock, restricted stock units, performance units and performance shares. The Compensation Committee of the Board of Directors administers the Long Term Incentive Plan.
Shares Available for Grant at Period-End225,485

Stock Options - Options may be granted at a price no less than the greater of the par value or fair market value of such shares on the date on which such option is granted, and generally expire ten years from the date of grant.  The options usually vest over a four-year period.

Roll ForwardThe following table summarizes information about stock option activity for the year ended December 31, 2019.
 SharesWeighted Average Exercise PriceWeighted Average Remaining Contractual Life (in years)Aggregate Intrinsic Value
Outstanding at January 1, 2019293,058
$24.92
  
Granted53,560
$30.79
  
Exercised(86,508)$20.69
  
Forfeited(18,868)$25.83
  
Outstanding at December 31, 2019241,242
$27.58
6.50$2,465
Vested at Period-End126,081
$24.71
4.96$1,649
Expected to Vest115,161
$30.72
8.19$816

The following is the Schedule of Stock OptionOptions Granted Under the Long Term Incentive Plan by Shares and Weighted Average Exercise Prices

Price Range.
 Stock Option Plans
Roll Forward of Shares Outstanding: 
Outstanding at January 1, 2016421,751
Granted56,650
Exercised(111,992)
Forfeited(10,758)
Outstanding at December 31, 2016355,651
Exercisable at Period-End224,039
Vested and Expected to Vest131,612
  
Roll Forward of Shares Outstanding - Weighted Average Exercise Price: 
Outstanding at January 1, 2016$21.93
Granted25.10
Exercised21.47
Forfeited23.97
Outstanding at December 31, 201622.52
Exercisable at Period-End21.40
Vested and Expected to Vest24.44
  
Weighted Average Remaining Contractual Life (in years): 
Outstanding at December 31, 20165.59
Exercisable at December 31, 20164.05
Vested and Expected to Vest8.21
  
Aggregate Intrinsic Value: 
Outstanding at December 31, 2016$6,395
Exercisable at December 31, 20164,279
Vested and Expected to Vest2,116
  
Shares Available for Grant at Period-End367,775
 Exercise Price Ranges 
 $19.01$20.29 to $20.87$21.35$22.51 to $22.97$30.79 to $30.91$34.05Total
Outstanding at December 31, 2019       
Number of Stock Options Outstanding1,872
27,325
20,338
52,385
98,614
40,708
241,242
Weighted-Average Remaining Contractual Life (in years)0.08
1.92
4.08
5.66
8.61
7.07
6.50
Weighted-Average Exercise Price$19.01
$20.57
$21.35
$22.78
$30.85
$34.05
$27.58
        
Vested at December 31, 2019       
Number of Stock Options Outstanding1,872
27,325
20,338
42,672
12,570
21,304
126,081
Weighted-Average Remaining Contractual Life (in years)0.08
1.92
4.08
5.56
8.09
7.07
4.96
Weighted-Average Exercise Price$19.01
$20.57
$21.35
$22.73
$30.91
$34.05
$24.71



The following is the Schedule of Shares Authorized Under theOther Information on Stock Option Plan by Exercise Price RangeOptions Granted.
 Exercise Price Ranges
 $17.82 to $18.54$20.78$22.18 to $22.8023.33$24.61 to $25.10Total
Outstanding at December 31, 2016      
Number of Shares Outstanding51,254
40,305
100,747
59,912
103,433
355,651
Weighted-Average Remaining Contractual Life (in years)1.71
3.08
4.58
7.05
8.61
5.59
Weighted-Average Exercise Price$18.32
$20.78
$22.46
$23.33
$24.87
$22.52
       
Exercisable at December 31, 2016      
Number of Shares Outstanding51,254
40,305
98,555
25,134
8,791
224,039
Weighted-Average Remaining Contractual Life (in years)1.71
3.08
4.56
7.01
8.08
4.05
Weighted-Average Exercise Price$18.32
$20.78
$22.46
$23.33
$24.61
$21.40
  2019 2018 2017
Stock Options Granted 53,560
 55,070
 59,009
Weighted Average Grant Date Information:      
Fair Value of Options Granted $5.58
 $5.43
 $5.89
Fair Value Assumptions:      
Dividend Yield 3.26% 2.98% 2.72%
Expected Volatility 22.58% 21.55% 21.40%
Risk Free Interest Rate 2.63% 2.68% 2.25%
Expected Lives (in years) 8.68
 6.98
 6.88
       
Amount Expensed During the Year $316
 $322
 $351
Compensation Costs for Non-vested Awards Not Yet Recognized 487
 504
 528
Weighted Average Expected Vesting Period, In Years 2.07
 2.74
 2.59
Proceeds From Stock Options Exercised $1,792
 $2,255
 $1,190
Tax Benefits Related to Stock Options Exercised 227
 240
 168
Intrinsic Value of Stock Options Exercised 1,073
 1,552
 825

ScheduleRestricted Stock Units - The Company grants restricted stock units which gives the recipient the right to receive shares of Other Stock Option Plan InformationCompany stock upon vesting. The fair value of each restricted stock unit is the market value of Company stock on the date of grant. 100% of the restricted stock unit awards vest three years from the grant date. Once vested, the restricted stock units become vested units and are no longer forfeitable. Vested units settle upon retirement of the recipient. Unvested restricted stock unit awards will generally be forfeited if the recipient ceases to be employed by the Company, with limited exceptions.

The following table summarizes information about restricted stock unit activity for the year ended December 31, 2019. The Company started granting restricted stock units in 2018.
  2016 2015 2014
Shares Granted 56,650
 57,258
 77,784
Weighted Average Grant Date Information:      
Fair Value of Options Granted $5.60
 $5.50
 $5.63
Fair Value Assumptions:      
Dividend Yield 3.88% 3.90% 3.97%
Expected Volatility 32.95% 33.55% 35.30%
Risk Free Interest Rate 1.80% 1.57% 2.19%
Expected Lives (in years) 7.56
 7.66
 6.85
       
Amount Expensed During the Year $287
 $308
 $360
Compensation Costs for Non-vested Awards Not Yet Recognized 521
 500
 478
Weighted Average Expected Vesting Period, In Years 2.71
 2.12
 1.68
Proceeds From Stock Options Exercised $2,404
 $917
 $1,454
Tax Benefits Related to Stock Options Exercised 188
 59
 25
Intrinsic Value of Stock Options Exercised 1,010
 250
 170
 Restricted Stock UnitsWeighted Average Grant Date Fair Value
Non-vested at January 1, 20193,478
$31.62
Granted4,018
$30.79
Vested
$
Canceled
$
Non-vested at December 31, 20197,496
$31.18
   
Non-vested at January 1, 2018
$
Granted3,478
$31.62
Vested
$
Canceled
$
Non-vested at December 31, 20183,478
$31.62
   

The following table presents information on the amounts expensed related to Restricted Stock Units awarded pursuant to the Long Term Incentive Plan for the year ended December 31, 2019.
  2019
 2018
Amount Expensed During the Year $75
 $34
Compensation Costs for Non-vested Awards Not Yet Recognized 126
 76

Employee Stock Purchase Plan

Arrow sponsors an ESPP under which employees purchase Arrow's common stock at a 5% discount below market price. Under current accounting guidance, a stock purchase plan with a discount of 5% or less is not considered a compensatory plan.

Employee Stock Ownership Plan

Arrow maintains an employee stock ownership plan (ESOP(“ESOP”).  Substantially all employees of Arrow and its subsidiaries are eligible to participate upon satisfaction of applicable service requirements.  The ESOP borrowed funds from one of ArrowsArrow’s subsidiary banks to purchase outstanding shares of ArrowsArrow’s common stock.  The notes require annual payments of principal and interest through 2018.2019.  As the debt iswas repaid, shares arewere released from collateral based on the proportion of debt paid to total debt outstanding for the year and


allocated to active employees.  At December 31, 2019, there was no outstanding balance remaining on the loans and therefore no remaining unallocated shares. In addition, the Company makes additional cash contributions to the Plan each year.

Schedule of ESOP Compensation Expense
  2016 2015 2014
ESOP Compensation Expense $1,200
 $900
 $800
  2019 2018 2017
ESOP Compensation Expense $1,368
 $1,400
 $1,400



SharesPrior to December 31, 2019, shares pledged as collateral arewere reported as unallocated ESOP shares in stockholdersstockholders’ equity.  As shares arewere released from collateral, Arrow reportsreported compensation expense equal to the current average market price of the shares, and the shares become outstanding for earnings per share computations. During the year ended December 31, 2019, all remaining unallocated shares were released. The ESOP shares as of December 31, 20162019 were as follows:

Schedule of Shares in ESOP Plan
ESOP Plan Shares:2016
Allocated Shares713,814
Shares Released for Allocation During 201636,927
Unallocated Shares19,466
Total ESOP Shares770,207
  
Market Value of Unallocated Shares$789
ESOP Plan Shares:2019
Allocated Shares759,321
Shares Released for Allocation During 20195,151
Unallocated Shares
Total ESOP Shares764,472



Note 13:RETIREMENT BENEFIT PLANS (Dollars in Thousands)

Arrow sponsors qualified and nonqualified defined benefit pension plans and other postretirement benefit plans for its employees. Arrow maintains a non-contributory pension plan, which covers substantially all employees.  Effective December 1, 2002, all active participants in the qualified defined benefit pension plan were given a one-time irrevocable election to continue participating in the traditional plan design, for which benefits were based on years of service and the participantsparticipant’s final compensation (as defined), or to begin participating in the new cash balance plan design.  All employees who participate in the plan after December 1, 2002 automatically participate in the cash balance plan design.  The interest credits under the cash balance plan are based on the 30-year U.S. Treasury rate in effect for November of the prior year.year with a minimum interest credit of 3.0%.  The service credits under the cash balance plan are equal to 6.0% of eligible salaries for employees who become participants on or after January 1, 2003.  For employees in the plan prior to January 1, 2003, the service credits are scaled based on the age of the participant, and range from 6.0% to 12.0%.  The funding policy is to contribute up to the maximum amount that can be deducted for federal income tax purposes and to make all payments required under ERISA.  Arrow also maintains a supplemental non-qualified unfunded retirement plan to provide eligible employees of Arrow and its subsidiaries with benefits in excess of qualified plan limits imposed by federal tax law.
Arrow has multiple non-pension postretirement benefit plans.  The health care, dental and life insurance plans are contributory, with participantsparticipants’ contributions adjusted annually.  ArrowsArrow’s policy is to fund the cost of postretirement benefits based on the current cost of the underlying policies.  However, the health care plan provision for automatic increases of Company contributions each year is based on the increase in inflation and is limited to a maximum of 5%.  
As of December 31, 2016,2019, Arrow updated its mortality assumption to the RP-2014 Mortality TablePri-2012 mortality tables for employees, healthy annuitants and non-annuitants with projected generationalcontingent survivors, adjusted for mortality improvements usingwith the Scale MP-2016.MP-2019 mortality improvement scale on a generational basis to reflect newly published mortality tables. The revised assumptionPension Plan uses the sex-distinct amount-weighted tables, the Select Executive Retirement Plan uses the sex-distinct white collar amount-weighted tables, and the Postretirement Benefit Plan uses the sex-distinct headcount-weighted tables. The change in mortality tables resulted in a decrease in postretirement liabilities.liabilities for the Employee's Pension Plan, the Select Executive Retirement Plan and the Postretirement Benefit Plan.
The mortality table used in determining the present value of a lump sum payment/annuitizing cash balance accounts was changed to the applicable mortality table for the determination of present values under IRC Section 417(e)(3)(B). This table is currently a 50/50 blend of male and female rates from the 2020 sex distinct optional combined mortality tables, as prescribed under IRC Section 430. The change in mortality table was made to reflect the continued improvement in mortality rates and resulted in an increase in liabilities for the Employee's Pension Plan and the Select Executive Retirement Plan.
The interest rates used in determining the present value of a lump sum payment/annuitizing cash balance accounts were changed to the segment rates in effect for the January 1, 2020 plan year (2.04%, 3.09%, 3.68%) as of December 31, 2019. This change resulted in a decrease in liability for the Employee's Pension Plan and the Select Executive Retirement Plan.
The following tables set forth changes in the plansplans’ benefit obligations (projected benefit obligation for pension benefits and accumulated benefit obligation for postretirement benefits) and changes in the plansplans’ assets and the funded status of the pension plans and other postretirement benefit plan at December 31:
Schedule of Defined Benefit Plan Disclosures
 
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
Defined Benefit Plan Funded Status     
December 31, 2016     
Fair Value of Plan Assets$50,220
 $
 $
Benefit Obligation36,154
 4,547
 7,623
Funded Status of Plan$14,066
 $(4,547) $(7,623)
      
December 31, 2015     
Fair Value of Plan Assets$47,234
 $
 $
Benefit Obligation35,982
 4,784
 7,701
Funded Status of Plan$11,252
 $(4,784) $(7,701)
      
Change in Benefit Obligation     
Benefit Obligation, at January 1, 2016$35,982
 $4,784
 $7,701
Service Cost1,400
 40
 147
Interest Cost1,641
 206
 340
Plan Participants' Contributions
 
 402
Amendments
 
 
Actuarial Gain(738) (31) (327)
Benefits Paid(2,131) (452) (640)
Benefit Obligation, at December 31, 2016$36,154
 $4,547
 $7,623



Schedule of Defined Benefit Plan Disclosures
 
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
Benefit Obligation, at January 1, 2015$36,966
 $5,072
 $9,170
Service Cost1,503
 32
 250
Interest Cost1,545
 211
 394
Plan Participants' Contributions
 
 481
Amendments277
 91
 
Actuarial Gain(1,670) (152) (1,715)
Benefits Paid(2,639) (470) (879)
Benefit Obligation, at December 31, 2015$35,982
 $4,784
 $7,701
      
Change in Fair Value of Plan Assets     
Fair Value of Plan Assets, at January 1, 2016$47,234
 $
 $
Actual Return on Plan Assets5,117
 
 
Employer Contributions
 452
 238
Plan Participants' Contributions
 
 402
Benefits Paid(2,131) (452) (640)
Fair Value of Plan Assets, at December 31, 2016$50,220
 $
 $
      
Fair Value of Plan Assets, at January 1, 2015$45,704
 $
 $
Actual Return on Plan Assets1,169
 
 
Employer Contributions3,000
 470
 398
Plan Participants' Contributions
 
 481
Benefits Paid(2,639) (470) (879)
Fair Value of Plan Assets, at December 31, 2015$47,234
 $
 $
      
Accumulated Benefit Obligation at December 31, 2016$35,770
 $4,547
 $7,623
      
Amounts Recognized in the Consolidated Balance Sheets     
December 31, 2016     
Prepaid Pension Asset$14,066
 $
 
Accrued Benefit Liability
 (4,547) (7,623)
Net Benefit Recognized$14,066
 $(4,547) $(7,623)
      
December 31, 2015     
Prepaid Pension Asset$11,252
 $
 
Accrued Benefit Liability
 (4,784) (7,701)
Net Benefit Recognized$11,252
 $(4,784) $(7,701)
      
Amounts Recognized in Other Comprehensive Income (Loss)     
For the Year Ended December 31, 2016     
Net Unamortized Gain Arising During the Period$(2,657) $(32) $(328)
Net Prior Service Cost Arising During the Period
 
 
Amortization of Net Loss(591) (125) 
Amortization of Prior Service Credit (Cost)57
 (57) 12
  Total Other Comprehensive (Loss) for Pension and
     Other Postretirement Benefit Plans
$(3,191) $(214) $(316)
      
For the Year Ended December 31, 2015     
Net Unamortized Loss Arising During the Period$472
 $(152) $(1,715)
Net Prior Service Cost Arising During the Period277
 91
 
Amortization of Net Loss(601) (131) (114)
Amortization of Prior Service Credit (Cost)83
 (58) 31
  Total Other Comprehensive Income (Loss) for Pension and
     Other Postretirement Benefit Plans
$231
 $(250) $(1,798)
      
Schedule of Defined Benefit Plan Disclosures
 
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
Defined Benefit Plan Funded Status     
December 31, 2019     
Fair Value of Plan Assets$57,051
 $
 $
Benefit Obligation42,322
 5,194
 8,652
Funded Status of Plan$14,729
 $(5,194) $(8,652)
      
December 31, 2018     
Fair Value of Plan Assets$48,445
 $
 $
Benefit Obligation38,069
 4,710
 7,706
Funded Status of Plan$10,376
 $(4,710) $(7,706)
      
Change in Benefit Obligation     
Benefit Obligation, at January 1, 2019$38,069
 $4,710
 $7,706
Service Cost 1
1,527
 324
 121
Interest Cost 2
1,765
 217
 364
Plan Participants' Contributions
 
 485
Actuarial Loss2,960
 409
 670
Benefits Paid(1,999) (466) (694)
Benefit Obligation, at December 31, 2019$42,322
 $5,194
 $8,652
      
Benefit Obligation, at January 1, 2018$38,921
 $4,586
 $7,727
Service Cost 1
1,557
 414
 136
Interest Cost 2
1,598
 192
 333
Plan Participants' Contributions
 
 416
Amendments
 
 453
Actuarial Gain(795) (17) (664)
Benefits Paid(3,212) (465) (695)
Benefit Obligation, at December 31, 2018$38,069
 $4,710
 $7,706
      
Change in Fair Value of Plan Assets     
Fair Value of Plan Assets, at January 1, 2019$48,445
 $
 $
Actual Return on Plan Assets10,605
 
 
Employer Contributions
 466
 209
Plan Participants' Contributions
 
 485
Benefits Paid(1,999) (466) (694)
Fair Value of Plan Assets, at December 31, 2019$57,051
 $
 $
      
Fair Value of Plan Assets, at January 1, 2018$53,571
 $
 $
Actual Return on Plan Assets(1,914) 
 
Employer Contributions
 465
 279
Plan Participants' Contributions
 
 416
Benefits Paid(3,212) (465) (695)
Fair Value of Plan Assets, at December 31, 2018$48,445
 $
 $
      
Accumulated Benefit Obligation at December 31, 2019$42,041
 $5,125
 $8,652
      
Amounts Recognized in the Consolidated Balance Sheets     
December 31, 2019     
Prepaid Pension Asset$14,729
 $
 
Accrued Benefit Liability
 (5,194) (8,652)
Net Benefit Recognized$14,729
 $(5,194) $(8,652)
      
December 31, 2018     
Prepaid Pension Asset$10,376
 $
 
Accrued Benefit Liability
 (4,710) (7,706)
Net Benefit Recognized$10,376
 $(4,710) $(7,706)


Schedule of Defined Benefit Plan Disclosures
 
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
For the Year Ended December 31, 2014     
Net Unamortized Loss Arising During the Period$2,855
 $871
 $884
Net Prior Service Cost Arising During the Period
 
 570
Amortization of Net Loss(356) (93) (25)
Amortization of Prior Service (Cost) Credit45
 (72) 114
  Total Other Comprehensive (Loss) Income for Pension and
     Other Postretirement Benefit Plans
$2,544
 $706
 $1,543
      
Accumulated Other Comprehensive Income     
December 31, 2016     
Net Actuarial Loss$7,479
 $2,012
 $(238)
Prior Service (Credit) Cost207
 546
 422
Total Accumulated Other Comprehensive Income, Before Tax$7,686
 $2,558
 $184
      
December 31, 2015     
Net Actuarial Loss$10,727
 $2,169
 $90
Prior Service (Credit) Cost150
 603
 410
Total Accumulated Other Comprehensive Income, Before Tax$10,877
 $2,772
 $500
Amounts that will be Amortized from Accumulated
  Other Comprehensive Income the Next Year
     
Net Actuarial Loss$232
 $117
 $
Prior Service (Credit) Cost$(57) $57
 $(10)
      
Net Periodic Benefit Cost     
For the Year Ended December 31, 2016     
Service Cost$1,400
 $40
 $147
Interest Cost1,641
 206
 340
Expected Return on Plan Assets(3,198) 
 
Amortization of Prior Service (Credit) Cost(57) 57
 (12)
Amortization of Net Loss591
 125
 
Net Periodic Benefit Cost$377
 $428
 $475
      
For the Year Ended December 31, 2015     
Service Cost$1,503
 $32
 $250
Interest Cost1,545
 211
 394
Expected Return on Plan Assets(3,311) 
 
Amortization of Prior Service (Credit) Cost(83) 58
 (31)
Amortization of Net Loss601
 131
 114
Net Periodic Benefit Cost$255
 $432
 $727
      
For the Year Ended December 31, 2014     
Service Cost$1,410
 $10
 $173
Interest Cost1,621
 206
 374
Expected Return on Plan Assets(3,230) 
 
Amortization of Prior Service (Credit) Cost(45) 72
 (114)
Amortization of Net Loss356
 93
 25
Net Periodic Benefit Cost$112
 $381
 $458
      
Schedule of Defined Benefit Plan Disclosures
 
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
Amounts Recognized in Other Comprehensive Income (Loss)     
For the Year Ended December 31, 2019     
Net Unamortized (Gain) Loss Arising During the Period$(4,584) $409
 $670
Amortization of Net (Loss) Gain(613) (113) 42
Amortization of Prior Service Cost(69) (54) (101)
  Total Other Comprehensive (Loss) Income for Pension and
Other Postretirement Benefit Plans
$(5,266) $242
 $611
      
For the Year Ended December 31, 2018     
Net Unamortized (Gains) Loss Arising During the Period$4,480
 $(17) $(665)
Net Prior Service Cost Arising During the Period
 
 453
Amortization of Net Gains(194) (131) 
Amortization of Prior Service Credit (Cost)49
 (57) (100)
  Total Other Comprehensive Income (Loss) for Pension and
     Other Postretirement Benefit Plans
$4,335
 $(205) $(312)
      
For the Year Ended December 31, 2017     
Net Unamortized Loss Arising During the Period$(517) $244
 $(14)
Net Prior Service Cost Arising During the Period
 
 
Amortization of Net (Gains) Loss(306) (129) 24
Amortization of Prior Service (Cost) Credit57
 (57) 11
  Total Other Comprehensive (Loss) Income for Pension and
     Other Postretirement Benefit Plans
$(766) $58
 $21
      
Accumulated Other Comprehensive Income     
December 31, 2019     
Net Actuarial Loss (Gains)$5,745
 $2,275
 $(181)
Prior Service Cost244
 378
 685
Total Accumulated Other Comprehensive Income, Before Tax$5,989
 $2,653
 $504
      
December 31, 2018     
Net Actuarial Loss (Gains)$10,942
 $1,979
 $(893)
Prior Service Cost313
 432
 786
Total Accumulated Other Comprehensive Income, Before Tax$11,255
 $2,411
 $(107)
Amounts that will be Amortized from Accumulated
  Other Comprehensive Income the Next Year
     
Net Actuarial Loss$4
 $132
 $7
Prior Service Cost$63
 $42
 $106
      
Net Periodic Benefit Cost     
For the Year Ended December 31, 2019     
Service Cost 1
$1,527
 $324
 $121
Interest Cost 2
1,765
 217
 364
Expected Return on Plan Assets 2
(3,060) 
 
Amortization of Prior Service Cost 2
69
 54
 101
Amortization of Net Loss 2
613
 113
 (42)
Net Periodic Benefit Cost$914
 $708
 $544
      
For the Year Ended December 31, 2018     
Service Cost 1
$1,557
 $414
 $136
Interest Cost 2
1,598
 192
 333
Expected Return on Plan Assets 2
(3,362) 
 
Amortization of Prior Service (Credit) Cost 2
(49) 57
 100
Amortization of Net Loss 2
194
 131
 
Net Periodic Benefit (Credit) Cost$(62) $794
 $569


Schedule of Defined Benefit Plan Disclosures
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
     
For the Year Ended December 31, 2017     
Service Cost 1
$1,392
 $45
 $130
Interest Cost 2
1,682
 209
 339
Expected Return on Plan Assets 2
(3,141) 
 
Amortization of Prior Service (Credit) Cost 2
(57) 57
 (11)
Amortization of Net Loss (Gain) 2
306
 129
 (24)
Net Periodic Benefit Cost$182
 $440
 $434
     
Weighted-Average Assumptions Used in
Calculating Benefit Obligation
          
December 31, 2016     
December 31, 2019     
Discount Rate4.83% 4.73% 4.80%3.72% 3.75% 3.76%
Rate of Compensation Increase3.50% 3.50% 3.50%3.50% 3.50% 3.50%
Interest Rate Credit for Determining
Projected Cash Balance Account
3.00% 

  3.00% 3.00%  
Interest Rate to Annuitize Cash
Balance Account
4.50% 

  
Interest Rate to Convert Annuities to Actuarially
Equivalent Lump Sum Amounts
4.50% 4.50%  
          
December 31, 2015     
December 31, 2018     
Discount Rate4.73% 4.61% 4.69%4.81% 4.80% 4.81%
Rate of Compensation Increase3.50% 3.00% 3.50%3.50% 3.50% 3.50%
Interest Rate Credit for Determining
Projected Cash Balance Account
3.03% 

  3.36% 3.36%  
Interest Rate to Annuitize Cash
Balance Account
5.00% 

  
Interest Rate to Convert Annuities to Actuarially
Equivalent Lump Sum Amounts
5.00% 5.00%  
          
Weighted-Average Assumptions Used in
Calculating Net Periodic Benefit Cost
          
December 31, 2016     
December 31, 2019     
Discount Rate4.81% 4.80% 4.81%
Expected Long-Term Return on Plan Assets6.50% 

  
Rate of Compensation Increase3.50% 3.50% 3.50%
Interest Rate Credit for Determining
Projected Cash Balance Account
3.00% 3.00%  
     
December 31, 2018     
Discount Rate4.24% 4.18% 4.22%
Expected Long-Term Return on Plan Assets6.50% 

  
Rate of Compensation Increase3.50% 3.50% 3.50%
Interest Rate Credit for Determining
Projected Cash Balance Account
3.00% 3.00%  
     
December 31, 2017     
Discount Rate4.73% 4.61% 4.69%4.83% 4.73% 4.80%
Expected Long-Term Return on Plan Assets7.00% 

  6.50% 

  
Rate of Compensation Increase3.50% 3.50% 3.50%3.50% 3.50% 3.50%
Interest Rate Credit for Determining
Projected Cash Balance Account
3.03% 

  3.00% 3.00%  
Interest Rate to Annuitize Cash
Balance Account
5.00% 

  4.50% 4.50%  
Interest Rate to Convert Annuities to Actuarially
Equivalent Lump Sum Amounts
5.00% 5.00%  4.50% 4.50%  
     
December 31, 2015     
Discount Rate4.31% 4.26% 4.31%
Expected Long-Term Return on Plan Assets7.50% 

  
Rate of Compensation Increase3.50% 3.50% 3.50%
Interest Rate Credit for Determining
Projected Cash Balance Account
3.04% 

  
Interest Rate to Annuitize Cash
Balance Account
4.75% 

  
Interest Rate to Convert Annuities to Actuarially
Equivalent Lump Sum Amounts
4.75% 4.75%  
     
December 31, 2014     
Discount Rate5.10% 4.85% 5.10%
Expected Long-Term Return on Plan Assets7.50% 

  
Rate of Compensation Increase3.50% 3.50% 3.50%
Interest Rate Credit for Determining
Projected Cash Balance Account
4.00% 

  
Interest Rate to Annuitize Cash
Balance Account
5.25% 

  
Interest Rate to Convert Annuities to Actuarially
Equivalent Lump Sum Amounts
5.25% 5.25%  
Footnotes:
1.
Included in Salaries and Employee Benefits on the Consolidated Statements of Income
2.
Included in Other Operating Expense on the Consolidated Statements of Income



Schedule of Defined Benefit Plan Disclosures
Information about Defined Benefit Plan Assets - Employees' Pension Plan
Schedule of Defined Benefit Plan Disclosures
Information about Defined Benefit Plan Assets - Employees' Pension Plan
Schedule of Defined Benefit Plan Disclosures
Information about Defined Benefit Plan Assets - Employees' Pension Plan
Fair Value Measurements Using:
Asset Category
Quoted Prices
in Active Markets
for Identical Assets
(Level 1)
 
Significant Other Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
 Total Percent of Total Target Allocation Minimum Target Allocation Maximum
Quoted Prices
in Active Markets
for Identical Assets
(Level 1)
 
Significant Other Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
 Total Percent of Total Target Allocation Minimum Target Allocation Maximum
December 31, 2016             
December 31, 2019             
Cash$
 $
 $
 $
 % % 15.0%
Interest-Bearing Money Market Fund2,742
 
 
 2,742
 4.8% % 15.0%
Arrow Common Stock1
6,542
 
 
 6,542
 11.5% % 10.0%
North Country Funds - Equity 2
21,209
 
 
 21,209
 37.2% 

 

Other Mutual Funds - Equity15,868
 
 
 15,868
 27.8% 

 

Total Equity Funds37,077
 
 
 37,077
 65.0% 55.0% 85.0%
North Country Funds - Fixed income 2
8,692
 
 
 8,692
 15.2% 

 

Other Mutual Funds - Fixed Income793
 
 
 793
 1.4% 

 

Total Fixed Income Funds9,485
 
 
 9,485
 16.6% 10.0% 30.0%
Alternative ETF1,205
 
 
 1,205
 2.1% % 20.0%
Total$57,051
 $
 $
 $57,051
 100.0% 

 
             
December 31, 2018             
Cash$40
 $
 $
 $40
 0.1% % 15.0%$
 $
 $
 $
 % % 15.0%
Interest-Bearing Money Market Fund3,080
 
 
 3,080
 6.1% % 15.0%3,310
 
 
 3,310
 6.8% % 15.0%
Arrow Common Stock1
6,592
 
 
 6,592
 13.1% % 10.0%5,381
 
 
 5,381
 11.1% % 10.0%
North Country Funds - Equity 2
18,640
 
 
 18,640
 37.2% 

 

16,629
 
 
 16,629
 34.3% 

 

Other Mutual Funds - Equity13,560
 
 
 13,560
 27.0% 

 

13,081
 
 
 13,081
 27.0% 

 

Total Equity Funds32,200
 
 
 32,200
 64.2% 55.0% 85.0%29,710
 
 
 29,710
 61.3% 55.0% 85.0%
North Country Funds - Fixed income 2
7,332
 
 
 7,332
 14.6% 

 

8,124
 
 
 8,124
 16.8% 

 

Other Mutual Funds - Fixed Income976
 
 
 976
 1.9% 

 

1,920
 
 
 1,920
 4.0% 

 

Total Fixed Income Funds8,308
 
 
 8,308
 16.5% 10.0% 30.0%10,044
 
 
 10,044
 20.8% 10.0% 30.0%
Total$50,220
 $
 $
 $50,220
 100.0% 

 
$48,445
 $
 $
 $48,445
 100.0% 

 
             
December 31, 2015             
Cash$44
 $
 $
 $44
 0.1% % 15.0%
Interest-Bearing Money Market Fund2,471
 
 
 2,471
 5.2% % 15.0%
Arrow Common Stock1
4,554
 
 
 4,554
 9.6% % 10.0%
North Country Funds - Equity 2
19,625
 
 
 19,625
 41.6% 

 

Other Mutual Funds - Equity13,194
 
 
 13,194
 27.9% 

 

Total Equity Funds32,819
 
 
 32,819
 69.5% 55.0% 85.0%
North Country Funds - Fixed income 2
7,346
 
 
 7,346
 15.6% 

 

Other Mutual Funds - Fixed Income
 
 
 
 % 

 

Total Fixed Income Funds7,346
 
 
 7,346
 15.6% 15.0% 30.0%
Total$47,234
 $
 $
 $47,234
 100.0% 

 

Footnotes:
1 AcquisitionPayment for the acquisition of Arrow Financial Corporation common stock was under 10% of the total fair value of the employee's pension plan assets at the time of acquisition.
2 The North Country Funds - Equity and the North Country Funds - Fixed Income are publicly traded mutual funds advised by Arrow's subsidiary, North Country Investment Advisers, Inc.



Schedule of Defined Benefit Plan Disclosures
Employees'
Pension
Plan
 
Select
Executive
Retirement
Plan
 
Postretirement
Benefit
Plans
Employees'
Pension
Plan
 Select
Executive
Retirement
Plan
 Postretirement
Benefit
Plans
Expected Future Benefit Payments          
2017$2,398
 $441
 $515
20182,168
 429
 539
20192,413
 417
 561
20202,684
 403
 560
$2,975
 $444
 $638
20212,418
 388
 586
2,527
 427
 673
2022 - 202613,716
 1,767
 2,955
20222,808
 409
 655
20233,048
 389
 629
20242,922
 555
 643
2025 - 202914,571
 2,482
 3,271


    

    
Estimated Contributions During 2017$
 $441
 $515
Estimated Contributions During 2020$
 $444
 $638
          
Assumed Health Care Cost Trend Rates          
December 31, 2016     
December 31, 2019     
Health Care Cost Trend
Rate Assumed for Next Year
    7.50%    6.75%
Rate to which the Cost Trend
Rate is Assumed to Decline
(the Ultimate Trend Rate)
    3.89%    3.78%
Year that the Rate Reaches
the Ultimate Trend Rate
    2075
    2075
          
December 31, 2015     
December 31, 2018     
Health Care Cost Trend
Rate Assumed for Next Year
    7.75%    7.00%
Rate to which the Cost Trend
Rate is Assumed to Decline
(the Ultimate Trend Rate)
    3.89%    3.78%
Year that the Rate Reaches
the Ultimate Trend Rate
    2075
    2075
          
Effect of a One-Percentage Point Change in Assumed
Health Care Cost Trend Rates
          
Effect of a One Percentage Point Increase on
Service and Interest Cost Components
    $47
    $43
Effect of a One Percentage Point Decrease on
Service and Interest Cost Components
    (40)    (36)
Effect of a One Percentage Point Increase on
Accumulated Postretirement Benefit Obligation
    513
    550
Effect of a One Percentage Point Decrease on
Accumulated Postretirement Benefit Obligation
    (443)    (477)

Fair Value of Plan Assets (Defined Benefit Plan):

For information on fair value measurements, including descriptions of level 1, 2 and 3 of the fair value hierarchy and the valuation methods employed by Arrow, see Note 2, - Summary of Significant Accounting Policies, and Note 17, - Fair Values.Values.

The fair value of level 1 financial instruments in the table above are based on unadjusted, quoted market prices from exchanges in active markets.

In accordance with ERISA guidelines, the Board authorized the purchase of Arrow common stock up to 10% of the fair market value of the plan's assets at the time of acquisition.  



Pension Plan Investment Policies and Strategies:

The Company maintains a non-contributory pension benefit plan covering substantially all employees for the purpose of rewarding long and loyal service to the Company.  The pension assets are held in trust and are invested in a prudent manner for the exclusive purpose of providing benefits to participants.  The investment objective is to achieve an inflation-protected rate of return that meets the actuarial assumption which is used for funding purposes.  The investment strategy attempts to maximize the investment return on assets at a level of risk deemed appropriate by the Company while complying with ERISA and any applicable regulations and laws.  The investment strategy utilizes asset allocation as a principal determinant for establishing the risk/reward profile of the assets. Asset allocation ranges are established, periodically reviewed, and adjusted as funding levels, and participant benefit characteristics change. Active and passive investment management is employed to help enhance the risk/return profile of the assets.

The Plansplan’s assets are invested in a diversified portfolio of equity securities comprised of companies with small, mid, and large capitalizations.  Both domestic and international equities are allowed to provide further diversification and opportunity for return in potentially higher growth economies with lower correlation of returns.  Growth and value styles of investment are employed to increase the diversification and offer varying opportunities for appreciation.  The fixed income portion of the plan may be invested in U.S. dollar denominated debt securities that shall be rated within the top four ratings categories by nationally recognized ratings agencies.   The fixed income portion will be invested without regard to industry or sector based on analysis of each target securityssecurity’s structural and repayment features, current pricing and trading opportunities as well as credit quality of the issuer.  Individual bonds with ratings that fall below the PlansPlan’s rating requirements will be sold only when it is in the best interests of the Plan.  Hybrid investments, such as convertible bonds, may be used to provide growth characteristics while offering some protection to declining equity markets by having a fixed income component.  Alternative investments such as Treasury Inflation Protected Securities, commodities, and REITs may be used to further enhance diversification while offering opportunities for return.  In accordance with ERISA guidelines, common stock of the Company may be purchased up to 10% of the fair market value of the PlansPlan’s assets at the time of acquisition.  Derivative investments are prohibited in the plan.  

The return on assets assumption was developed through review of historical market returns, historical asset class volatility and correlations, current market conditions, the PlansPlan’s past experience, and expectations on potential future market returns. The assumption represents a long-term average view of the performance of the assets in the Plan, a return that may or may not be achieved during any one calendar year. The assumption is based on the return of the Plan using the historical 15 year return adjusted for the potential for lower than historical returns due to low interest rates.    

Cash Flows - We were not required to and we did not make any contribution to our qualified pension plan in 2016.2019.  Arrow makes contributions for its postretirement benefits in an amount equal to actual expenses for the year.  


Note 14:OTHER EXPENSES (Dollars In Thousands)

Other operating expenses included in the consolidated statementsConsolidated Statements of incomeIncome are as follows:

2016 2015 20142019 2018 2017
Information Technology Services$4,706
 $3,909
 $3,659
Legal and Other Professional Fees2,119
 2,188
 1,836
$2,469
 $2,460
 $2,194
Postage and Courier1,087
 1,050
 1,084
1,051
 982
 947
Advertising and Promotion1,084
 965
 886
1,236
 1,083
 1,035
Stationery and Printing892
 796
 851
834
 782
 841
Telephone and Communications840
 832
 746
Intangible Asset Amortization297
 327
 387
245
 262
 279
All Other3,776
 3,846
 3,531
4,595
 3,507
 3,456
Total Other Operating Expense$14,801
 $13,913
 $12,980
$10,430
 $9,076
 $8,752




Note 15:INCOME TAXES (Dollars In Thousands)

The provision for income taxes is summarized below:
  
Current Tax Expense:2016 2015 20142019 2018 2017
Federal$10,496
 $8,570
 $9,270
$7,706
 $7,668
 $11,142
State1,002
 1,004
 1,203
1,550
 1,450
 917
Total Current Tax Expense11,498
 9,574
 10,473
9,256
 9,118
 12,059
Deferred Tax Expense (Benefit):          
Federal(69) 860
 (315)427
 (40) (1,453)
State(214) 176
 16
(83) (52) (77)
Total Deferred Tax Expense (Benefit)(283) 1,036
 (299)344
 (92) (1,530)
     
Total Provision for Income Taxes$11,215
 $10,610
 $10,174
$9,600
 $9,026
 $10,529

The provisions for income taxes differed from the amounts computed by applying the U.S. Federal Income Tax Rate, of21% for 2019 and 2018 and 35% for 2016, 2015 and 20142017, to pre-tax income as a result of the following:

2016 2015 20142019 2018 2017
Computed Tax Expense at Statutory Rate$13,212
 $12,345
 $11,737
Increase (Decrease) in Income Taxes Resulting From:     
Statutory Federal Tax Rate21.0 % 21.0 % 35.0 %
Increase (Decrease) Resulting From:     
Tax Cuts and Jobs Act impact on deferred remeasurement
 
 (2.8)
Tax-Exempt Income(2,437) (2,292) (2,215)(2.7) (3.1) (6.4)
Nondeductible Interest Expense40
 36
 51
0.2
 0.1
 0.1
State Taxes, Net of Federal Income Tax Benefit554
 805
 791
2.3
 2.4
 1.8
Tax benefit from stock based compensation(0.3) (0.4) (0.3)
Other Items, Net(154) (284) (190)(0.1) (0.1) (1.0)
Total Provision for Income Taxes$11,215
 $10,610
 $10,174
Effective Tax Rate20.4 % 19.9 % 26.4 %

The Tax Act reduced the U.S. statutory tax rate from 35% to 21%, among other changes.



The tax effects of temporary differences that give rise to significant portions of the deferred tax assets and deferred tax liabilities at December 31, 20162019 and 20152018 are presented below:

2016
20152019
2018
Deferred Tax Assets:      
Allowance for Loan Losses$6,609
 $6,453
$5,383
 $5,131
Lease liabilities2,787
 
Pension and Deferred Compensation Plans3,961
 3,973
2,923
 2,764
Pension Liability Included in Accumulated Other Comprehensive Income4,023
 5,550
2,329
 3,450
Other502
 557
352
 342
Net Unrealized Losses on Securities Available-for-Sale Included in
Accumulated Other Comprehensive Income
239
 

 1,259
Total Gross Deferred Tax Assets15,334
 16,533
13,774
 12,946
Valuation Allowance for Deferred Tax Assets
 

 
Total Gross Deferred Tax Assets, Net of Valuation Allowance$15,334
 $16,533
$13,774
 $12,946
Deferred Tax Liabilities:      
Pension Plans$8,399
 $8,680
$5,270
 $5,502
Depreciation1,430
 1,383
1,943
 1,149
ROU assets2,748
 
Deferred Income4,199
 4,167
3,215
 3,003
Net Unrealized Gains on Equity Securities240
 166
Net Unrealized Gains on Securities Available-for-Sale Included in
Accumulated Other Comprehensive Income

 405
160
 
Goodwill5,324
 5,316
3,502
 3,546
Total Gross Deferred Tax Liabilities$19,352
 $19,951
$17,078
 $13,366
   
Deferred Tax Liability, Net$3,304
 $420

Management believes that the realization of the recognized gross deferred tax assets at December 31, 20162019 and 20152018 is more likely than not, based on historic earnings and expectations as to future taxable income.
Interest and penalties are recorded as a component of the provision for income taxes, if any.  There are no current examinations of our Federal or state income tax returns, nor have we been notified of any up-coming examinations. Tax years 20132016 through 20162019 are subject to Federal and New York State examination. Management annually conducts an analysis of its tax positions and has concluded that it has no uncertain tax positions as of December 31, 2019.




Note 16:EARNINGS PER SHARE (In(Dollars In Thousands, Except Per Share Amounts)

The following table presents a reconciliation of the numerator and denominator used in the calculation of basic and diluted earnings per common share ("EPS") for each of the years in the three-year period ended December 31, 2016.2019.  All share and per share amounts have been adjusted for the September 29, 201627, 2019 3% stock dividend.

Earnings Per Share
Year-to-Date Period Ended:Year-to-Date Period Ended:
12/31/2016 12/31/2015 12/31/201412/31/2019 12/31/2018 12/31/2017
Earnings Per Share - Basic:          
Net Income$26,534
 $24,662
 $23,360
$37,475
 $36,279
 $29,326
Weighted Average Shares - Basic13,391
 13,281
 13,242
14,940
 14,840
 14,739
Earnings Per Share - Basic$1.98
 $1.86
 $1.76
$2.51
 $2.44
 $1.99
          
Earnings Per Share - Diluted:

 

  

 

  
Net Income$26,534
 $24,662
 $23,360
$37,475
 $36,279
 $29,326
Weighted Average Shares - Basic13,391
 13,281
 13,242
14,940
 14,840
 14,739
Dilutive Average Shares Attributable to Stock Options85
 49
 30
43
 82
 99
Weighted Average Shares - Diluted13,476
 13,330
 13,272
14,983
 14,922
 14,838
Earnings Per Share - Diluted$1.97
 $1.85
 $1.76
$2.50
 $2.43
 $1.98



Note 17:FAIR VALUES (Dollars In Thousands)

FASB ASC Subtopic 820-10 defines fair value, establishes a framework for measuring fair value in generally accepted accounting principles (GAAP) and requires certain disclosures about fair value measurements.  We do not have anyThere are no nonfinancial assets or liabilities measured at fair value on a recurring basis. The only assets or liabilities that Arrow measured at fair value on a recurring basis at December 31, 20162019 and 20152018 were securities available-for-sale.available-for-sale, equity securities and derivatives.  Arrow held no securities or liabilities for trading on such date.dates.  For information on fair value measurements, including descriptions of level 1, 2 and 3 of the fair value hierarchy and the valuation methods employed by Arrow, see Note 2, - “SummarySummary of Significant Accounting Policies.”  Policies.

The table below presents the financial instrument's fair value and the amounts within the fair value hierarchy based on the lowest level of input that is significant to the fair value measurement:

Fair Value of Assets and Liabilities Measured on a Recurring and Nonrecurring BasisFair Value of Assets and Liabilities Measured on a Recurring and Nonrecurring Basis  Fair Value of Assets and Liabilities Measured on a Recurring and Nonrecurring Basis  
Fair Value Measurements at Reporting Date Using:Fair Value Measurements at Reporting Date Using:
Fair Value of Assets and Liabilities Measured on a Recurring Basis:Fair Value 
Quoted Prices
In Active Markets for Identical Assets
(Level 1)
 
Significant Other
Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
 Total Gains (Losses)Fair Value 
Quoted Prices
In Active Markets for Identical Assets
(Level 1)
 
Significant Other
Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
  
December 31, 2016         
December 31, 2019         
Assets:         
Securities Available-for Sale:                  
U.S. Government & Agency Obligations$147,377
 $54,706
 $92,671
 $
  $5,054
 $
 $5,054
 $
  
State and Municipal Obligations27,690
 
 27,690
 
  764
 
 764
 
  
Mortgage-Backed Securities - Residential167,239
 
 167,239
 
  
Mortgage-Backed Securities350,716
 
 350,716
 
  
Corporate and Other Debt Securities3,308
 
 3,308
 
  800
 
 800
 
  
Mutual Funds and Equity Securities1,382
 
 1,382
 
  
Total Securities Available-for-Sale$346,996
 $54,706
 $292,290
 $
 

357,334
 
 357,334
 $
 

December 31, 2015         
Equity Securities2,063
 
 2,063
 
  
Total Securities Measured on a Recurring Basis359,397
 
 359,397
 
  
Derivatives, included in other assets69
 
 69
 
  
Total Measured on a Recurring Basis$359,466
 $
 $359,466
 $
  
Liabilities:         
Derivatives, included in other liabilities$69
 $
 $69
 $
  
Total Measured on a Recurring Basis$69
 $
 $69
 $
  
December 31, 2018         
Assets:         
Securities Available-for Sale:                  
U.S. Agency Obligations$155,782
 $
 $155,782
 $
  
U.S. Government & Agency Obligations$46,765
 $
 $46,765
 $
  
State and Municipal Obligations52,408
 
 52,408
 
  1,195
 
 1,195
 
  
Mortgage-Backed Securities - Residential178,588
 
 178,588
 
  
Mortgage-Backed Securities268,775
 
 268,775
 
  
Corporate and Other Debt Securities14,299
 
 14,299
 
  800
 
 800
 
  
Mutual Funds and Equity Securities1,232
 
 1,232
 
  
Total Securities Available-for Sale$402,309
 $
 $402,309
 $
 

Total Securities Available-for-Sale317,535
 
 317,535
 
  
Equity Securities1,774
 
 1,774
 
  
Total Securities Measured on a Recurring Basis$319,309
 $
 $319,309
 $
 

                  
Fair Value of Assets and Liabilities Measured on a Nonrecurring Basis:         Fair Value 
Quoted Prices
In Active Markets for Identical Assets
(Level 1)
 
Significant Other
Observable Inputs
(Level 2)
 
Significant Unobservable Inputs
(Level 3)
 Gains (Losses) Recognized in Earnings
December 31, 2016         
December 31, 2019         
Collateral Dependent Impaired Loans$
 $
 $
 $
 $
$285
 $
 $
 $285
 $
Other Real Estate Owned and Repossessed Assets, Net$1,686
 $
 $
 $1,686
 $587
1,261
 
 
 1,261
 (186)
December 31, 2015         
December 31, 2018         
Collateral Dependent Impaired Loans$
 $
 $
 $
 $
$
 $
 $
 $
 $
Other Real Estate Owned and Repossessed Assets, Net$2,018
 $
 $
 $2,018
 $(687)1,260
 
 
 1,260
 (132)

We determine the

The fair value of financial instruments is determined under the following hierarchy:
Level 1 - Unadjusted quoted prices in active markets that are accessible at the measurement date for identical, unrestricted assets or liabilities;
Level 2 - Quoted prices for similar assets or liabilities in active markets, quoted prices for identical or similar assets or liabilities in markets that are not active, or inputs that are observable, either directly or indirectly, for substantially the full term of the asset or liability;
Level 3 - Prices or valuation techniques that require inputs that are both significant to the fair value measurement and unobservable (i.e., supported by little or no market activity).


There were no transfers between Levels 1, 2 and 3 for the years ended December 31, 2019 or 2018.

Fair Value Methodology for Assets and Liabilities Measured on a Recurring Basis

The fair value of level 1 securities available-for-sale are based on unadjusted, quoted market prices from exchanges in active markets. The fair value of level 2 securities available-for-sale are based on an independent bond and equity pricing service for identical assets or significantly similar securities and an independent equity pricing service for equity securities not actively traded. The pricing services use a variety of techniques to arrive at fair value including market maker bids, quotes and pricing models. Inputs to the pricing models include recent trades, benchmark interest rates, spreads and actual and projected cash flows. The fair value of Level 2 derivatives is determined using inputs that are observable in the market place obtained from third parties including yield curves, publicly available volatilities, and floating indexes.

Fair Value Methodology for Assets and Liabilities Measured on a Nonrecurring Basis

The fair value of collateral dependent impaired loans and other real estate owned was based on third-party appraisals.appraisals less estimated cost to sell. The appraisals may be adjusted by management for qualitative factors such as economic conditions and estimated liquidation expenses.
Other assets which might have been included in this table include mortgage servicing rights, goodwill and other intangible assets. Arrow evaluates each of these assets for impairment on an annual basis, with no impairment recognized for these assets at December 31, 20162019 and 2015.



Fair Value by Balance Sheet Grouping

The following table presents a summary of the carrying amount, the fair value or an amount approximating fair value and the fair value hierarchy of Arrows financial instruments:
Schedule of Fair Values by Balance Sheet Grouping
     Fair Value Hierarchy
 
Carrying
Amount
 
Fair
Value
 Level 1 Level 2 Level 3
December 31, 2016         
Cash and Cash Equivalents$57,355
 $57,355
 $57,355
 $
 $
Securities Available-for-Sale346,996
 346,996
 54,706
 292,290
 
Securities Held-to-Maturity345,427
 343,751
 
 343,751
 
Federal Home Loan Bank and Federal Reserve Bank Stock10,912
 10,912
 10,912
 
 
Net Loans1,736,256
 1,720,078
 
 
 1,720,078
Accrued Interest Receivable6,684
 6,684
 6,684
 
 
Deposits2,116,546
 2,109,557
 1,917,233
 192,324
 
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase35,836
 35,836
 35,836
 
 
Federal Home Loan Bank Overnight Advances123,000
 123,000
 123,000
 
 
Federal Home Loan Bank Term Advances55,000
 55,118
 
 55,118
 
Junior Subordinated Obligations Issued
  to Unconsolidated Subsidiary Trusts
20,000
 20,000
 
 20,000
 
Accrued Interest Payable247
 247
 247
 
 
          
December 31, 2015         
Cash and Cash Equivalents$51,068
 $51,068
 $51,068
 $
 $
Securities Available-for-Sale402,309
 402,309
 
 402,309
 
Securities Held-to-Maturity320,611
 325,930
 
 325,930
 
Federal Home Loan Bank and Federal Reserve Bank Stock8,839
 8,839
 8,839
 
 
Net Loans1,557,914
 1,557,511
 
 
 1,557,511
Accrued Interest Receivable6,360
 6,360
 6,360
 
 
Deposits2,030,423
 2,024,224
 1,840,606
 183,618
 
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase23,173
 19,421
 19,421
 
 
Federal Home Loan Bank Overnight Advances82,000
 82,000
 82,000
 
 
Federal Home Loan Bank Term Advances55,000
 55,063
 
 55,063
 
Junior Subordinated Obligations Issued
  to Unconsolidated Subsidiary Trusts
20,000
 20,000
 
 20,000
 
Accrued Interest Payable231
 231
 231
 
 
          
2018.

Fair Value Methodology for Financial Instruments Not Measured on a Recurring or Nonrecurring Basis

SecuritiesThe fair value for securities held-to-maturity are fair valuedis determined utilizing an independent bond pricing service for identical assets or significantly similar securities.  The pricing service uses a variety of techniques to arrive at fair value including market maker bids, quotes and pricing models.  Inputs to the pricing models include recent trades, benchmark interest rates, spreads and actual and projected cash flows.
ASU 2016-01 "Recognition and Measurement of Financial Assets and Financial Liabilities" requires that the fair value for loans must be disclosed using the "exit price" notion which is a reasonable estimate of what another party might pay in an orderly transaction. Fair values for loans are estimatedcalculated for portfolios of loans with similar financial characteristics.  Loans are segregated by type such as commercial, commercial real estate, residential mortgage, indirect auto and other consumer loans.  Each loan category is further segmented into fixed and adjustable interest rate terms and by performing and nonperforming categories.  The fair value methodology does not use an exit price methodology. The fair value of performing loans is calculated by discounting scheduled cash flows throughdetermining the estimated maturity usingfuture cash flow, which is the contractual cash flow adjusted for estimated prepayments. The discount rate is determined by starting with current market discount rates that reflect the credityields, and interest rate risk inherent in the loan.  The estimate of maturityfirst adjusting for a liquidity premium. This premium is based on historical experience with repaymentsseparately determined for each loan classification, modified, as required, by an estimate oftype. Then a credit loss component is determined utilizing the effect of current economiccredit loss assumptions used in the allowance for loan and lending conditions.   Fair valuelease loss model. Finally, a discount spread is applied separately for nonperformingconsumer loans is generallyvs. commercial loans based on recent


external appraisals.  If appraisals are not available, estimated cash flows are discounted using a rate commensurate with the risk associated with the estimated cash flows.  Assumptions regarding credit risk, cash flows and discount rates are judgmentally determined using available market information and specific borrower information.utilization of the Swap Curve.  
The fair value of time deposits is based on the discounted value of contractual cash flows, except that the fair value is limited to the extent that the customer could redeem the certificate after imposition of a premature withdrawal penalty.  The discount rates are estimated using the FHLBNYFederal Home Loan Bank of New York ("FHLBNY") yield curve, which is considered representative of ArrowsArrow’s time deposit rates. The fair value of all other deposits is equal to the carrying value.
The fair value of FHLBNY advances is estimated based onas calculated by the discountedFHLBNY.
The carrying amount of FHLBNY and FRB stock approximates fair value. If the stock was redeemed, the Company will receive an amount equal to the par value of contractual cash flows.  The discount rate is estimated using current rates on FHLBNY advances with similar maturities and call features.the stock.
Based on Arrows capital adequacy, theThe book value of the outstanding trust preferred securities (Junior Subordinated Obligations Issued to Unconsolidated Subsidiary Trusts) are considered to approximate fair value since the interest rates are variable (indexed to LIBOR) and Arrow is well-capitalized. In addition, these instruments do not trade in the open markets since Dodd-Frank deemed new issuances ineligible for treatment as Tier-1 capital.



Fair Value by Balance Sheet Grouping

The following table presents a summary of the carrying amount, the fair value or an amount approximating fair value and the fair value hierarchy of Arrow’s financial instruments:
Schedule of Fair Values by Balance Sheet Grouping
     Fair Value Hierarchy
 
Carrying
Amount
 
Fair
Value
 Level 1 Level 2 Level 3
December 31, 2019         
Cash and Cash Equivalents$70,221
 $70,221
 $70,221
 $
 $
Securities Available-for-Sale357,334
 357,334
 
 357,334
 
Securities Held-to-Maturity245,065
 249,618
 
 249,618
 
Equity Securities2,063
 2,063
   2,063
  
Federal Home Loan Bank and Federal Reserve Bank Stock10,317
 10,317
 
 10,317
 
Net Loans2,364,933
 2,332,797
 
 
 2,332,797
Accrued Interest Receivable7,377
 7,377
 
 7,377
 
Derivatives, included in other assets69
 69
 
 69
 
Deposits2,616,054
 2,614,170
 
 2,614,170
 
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase51,099
 51,099
 
 51,099
 
Federal Home Loan Bank Overnight Advances130,000
 130,000
 
 130,000
 
Federal Home Loan Bank Term Advances30,000
 29,993
 
 29,993
 
Junior Subordinated Obligations Issued
  to Unconsolidated Subsidiary Trusts
20,000
 20,000
 
 20,000
 
Accrued Interest Payable1,436
 1,436
 
 1,436
 
Derivatives, included in other liabilities69
 69
 
 69
 
          
December 31, 2018         
Cash and Cash Equivalents$84,239
 $84,239
 $84,239
 $
 $
Securities Available-for-Sale317,535
 317,535
 
 317,535
 
Securities Held-to-Maturity283,476
 280,338
 
 280,338
 
Equity Securities1,774
 1,774
   1,774
  
Federal Home Loan Bank and Federal Reserve Bank Stock15,506
 15,506
 
 15,506
 
Net Loans2,176,019
 2,114,372
 
 
 2,114,372
Accrued Interest Receivable7,035
 7,035
 
 7,035
 
Deposits2,345,584
 2,338,410
 
 2,338,410
 
Federal Funds Purchased and Securities Sold Under Agreements to Repurchase54,659
 54,659
 
 54,659
 
Federal Home Loan Bank Overnight Advances234,000
 234,000
 
 234,000
 
Federal Home Loan Bank Term Advances45,000
 44,652
 
 44,652
 
Junior Subordinated Obligations Issued
  to Unconsolidated Subsidiary Trusts
20,000
 20,000
 
 20,000
 
Accrued Interest Payable570
 570
 
 570
 



Note 18:LEASES (Dollars In Thousands)

At December 31, 2016, Arrow was obligated underThe Company is a number of noncancellable operatinglessee in its leases, which are mainly for financial services locations in addition to leases for buildingscorporate vehicles. These leases generally require the Company to pay third-party expenses on behalf of the Lessor, which are referred to as variable payments. Under some leases, the Company pays the variable payments to the lessor, and equipment. Certainin other leases, the Company pays the variable payments directly to the applicable third party. None of thesethe Company's current leases provideinclude any residual value guarantees or any subleases, and there are no significant rights or obligations of the Company for escalation clausesleases that have not commenced as of the reporting date.
Arrow leases five of its branch offices, at market rates, from Stewart’s Shops Corp.  Mr. Gary C. Dake, President of Stewart’s Shops Corp., serves as a director on the board of directors of each of Arrow and contain renewal options callingSaratoga National Bank and Trust Company. Additional information regarding this relationship can be found in Arrow's Proxy Statement for increased rentals ifits Annual Meeting of Shareholders to be held May 6, 2020 under the lease is renewed.caption "Corporate Governance - Related Party Transactions."
Net rental expense
The following includes quantitative data related to the Company's leases as of and for the yearstwelve months ended December 31, 2016, 2015 and 2014 was as follows:2019:
 2016
2015
2014
Net Rental Expense$822
$862
$784
Finance Lease Amounts:Classification 
Right-of-use AssetsPremises and Equipment, Net$5,171
Lease LiabilitiesFinance Leases5,254
   
Operating Lease Amounts:  
Right-of-use AssetsOther Assets$5,644
Lease LiabilitiesOther Liabilities5,713
   
   
Other Information:  
Cash Paid For Amounts Included In The Measurement Of Lease Liabilities:  
Operating Outgoing Cash Flows From Finance Leases $99
Operating Outgoing Cash Flows From Operating Leases 779
Financing Outgoing Cash Flows From Finance Leases 28
Right-of-use Assets Obtained In Exchange For New Finance Lease Liabilities 5,271
Right-of-use Assets Obtained In Exchange For New Operating Lease Liabilities 6,266
Weighted-average Remaining Lease Term—Finance Leases (Yrs.) 30.80
Weighted-average Remaining Lease Term—Operating Leases (Yrs.) 13.71
Weighted-average Discount Rate—Finance Leases % 3.75%
Weighted-average Discount Rate—Operating Leases % 3.35%
   


Lease cost information for the Company's leases is as follows:
 Twelve Months Ended
 12/31/2019
Lease Cost: 
Finance Lease Cost: 
   Reduction in the Carrying Amount of Right-of-use assets$100
   Interest on Lease Liabilities99
Operating Lease Cost795
Short-term Lease Cost85
Variable Lease Cost205
Total Lease Cost$1,284



Future Lease Payments at December 31, 2019 are as follows:
   
 
Operating
Leases
Finance
Leases
Twelve Months Ended:  
12/31/2020$788
$230
12/31/2021671
238
12/31/2022578
169
12/31/2023542
243
12/31/2024521
249
Thereafter4,113
8,271
Total Undiscounted Cash Flows7,213
9,400
Less: Net Present Value Adjustment1,500
4,146
   Lease Liability$5,713
$5,254

Arrow adopted ASU 2016-02 using a modified retrospective adoption at January 1, 2019 as discussed in Note 1. The following disclosure is provided for the period prior to the adoption.
Future minimum lease payments on operating leases at December 31, 20162018 were as follows:
Operating
Leases

Operating
Leases
2017$675
2018517
2019378
$857
2020225
626
2021178
497
2022 and beyond278
2022357
2023286
2024 and beyond2,776
Total Minimum Lease Payments$2,251
$5,399

Arrow leases five of its branch offices, at market rates, from Stewarts Shops Corp.  Mr. Gary C. Dake, President of Stewarts Shops Corp., serves on both the boards of Arrow and Saratoga National Bank and Trust Company.   


Note 19:REGULATORY MATTERS (Dollars in Thousands)

In the normal course of business, Arrow and its subsidiaries operate under certain regulatory restrictions, such as the extent and structure of covered inter-company borrowings and maintenance of reserve requirement balances.
The principal source of the funds for the payment of stockholder dividends by Arrow has been from dividends declared and paid to Arrow by its bank subsidiaries.  As of December 31, 2016,2019, the maximum amount that could have been paid by subsidiary banks to Arrow, without prior regulatory approval, was approximately $37$64.6 million.
Under current Federal Reserve regulations, Arrow is prohibited from borrowing from the subsidiary banks unless such borrowings are secured by specific obligations.  Additionally, the maximum of any such borrowingborrowings from any one subsidiary bank(aggregated with all other "covered transactions between the bank and Arrow) is limited to 10% of an affiliatesthat bank’s capital and surplus. Loans and other covered transactions between any one subsidiary bank and all of its affiliates cannot exceed 20% of that bank's capital and surplus.
Arrow and its subsidiary banks are subject to various regulatory capital requirements administered by the federal banking agencies.  Failure to meet minimum capital requirements can initiate certain mandatory--and possibly additional discretionary--actions by regulators that, if undertaken, could have a direct material effect on an institutionsinstitution’s financial statements.  Under capital adequacy guidelines and the regulatory framework for prompt corrective action, Arrow and its subsidiary banks must meet specific capital guidelines that involve quantitative measures of assets, liabilities, and certain off-balance sheet items as calculated under regulatory accounting practices.  Capital amounts and classification are also subject to qualitative judgments by the regulators about components, risk weightings, and other factors.
QuantitativeCurrent quantitative measures established by regulation to ensure capital adequacy require Arrow and its subsidiary banks to maintain minimum capital amounts and ratios (set forth in the table below) of total and Tier I capital (as defined in the regulations) to risk-weighted assets (as defined), and of Tier I capital (as defined) to average assets (as defined).  Management believes, as of December 31, 20162019 and 2015,2018, that Arrow and both subsidiary banks meet all capital adequacy requirements to which they are subject. The regulatory capital requirements incorporate a capital concept, the so-called "capital conservation buffer" (set at 2.5%, after full phase-in), which must be added to each of the minimum required risk-based capital ratios (i.e., the minimum CET1 ratio, the minimum Tier 1 risk-based capital ratio and the minimum total risk-based capital ratio). As of January 1, 2019, the capital conservation buffer increased to 2.50% of risk weighted assets from 1.875% at January 1, 2018.


The Economic Growth Act was signed into law May 24, 2018, and includes a provision requiring the federal bank regulatory agencies to establish a "community bank leverage ratio" (CBLR) of between 8% and 10%, calculated by dividing tangible equity capital by average total consolidated assets of "qualifying community banks" that meet certain requirements to be set by those regulatory agencies.  A qualifying community bank is a depository institution or bank holding company with less than $10 billion in total assets that meets the other requirements to be established by the regulators.  If a qualifying community bank exceeds the community bank leverage ratio, it will be deemed to have satisfied the risk-based and leverage capital requirements, and to have met all applicable capital and leverage requirements, including the generally applicable leverage capital requirements and risk-based capital requirements and (if the community bank is a depository institution), the "well capitalized" requirement under the federal "prompt corrective action" capital standards.  This new community bank leverage ratio is intended to reduce the burden of compliance with regard to regulatory capital adequacy for qualifying community banks.
The federal bank regulators have issued a final rule to implement the CBLR, introducing an optional simplified measure of capital adequacy for qualifying community banks that satisfy certain requirements, including having a tier 1 leverage ratio of greater than 9%, less than $10 billion in total consolidated assets, and limited amounts of off-balance-sheet exposures and trading assets and liabilities. A qualifying community bank that opts into the CBLR framework and meets all requirements under the CBLR framework will be considered to have met the well-capitalized ratio requirements under the “prompt corrective action” regulations and will not be required to report or calculate risk-based capital. The CBLR is calculated as the ratio of “tier 1 capital” divided by “average total consolidated assets.” Based on preliminary estimates, the Company’s CBLR computed in compliance with this new standard is expected to exceed the 9% threshold. This final rule became effective January 1, 2020, and qualifying community banking organizations can utilize the CBLR framework for purposes of filing their call reports or Form FR Y-9C, as applicable, for the first quarter of 2020 (i.e., as of March 31, 2020). Until the final rules become effective and Arrow opts into the CBLR framework, the Capital Rules promulgated under Dodd-Frank will remain applicable to Arrow.
As of December 31, 2016,2019, Arrow and both subsidiary banks qualified as well-capitalized under the regulatory framework for prompt corrective action.  To be categorized as well-capitalized,“well-capitalized, Arrow and its subsidiary banks must maintain minimum total risk-based, Tier I risk-based, Tier I leverage, and CET1 risk-based ratios as set forth in the table below.  There are no conditions or events that management believes have changed ArrowsArrow’s or its subsidiary banksbanks’ categories.
The actual capital amounts and ratios for Arrows and its subsidiary banks,, Glens Falls National Bank and Trust Company ((“Glens Falls NationalNational”) and Saratoga National Bank and Trust Company ((“Saratoga NationalNational”), actual capital amounts and ratios are presented in the table below as of December 31, 20162019 and 2015:2018:

Actual Minimum Amounts For Capital Adequacy Purposes Minimum Amounts To Be Well-CapitalizedActual Minimum Amounts For Capital Adequacy Purposes (including "capital conservation buffer") Minimum Amounts To Be Well-Capitalized
Amount Ratio Amount Ratio Amount RatioAmount Ratio Amount Ratio Amount Ratio
As of December 31, 2016           
As of December 31, 2019           
Total Capital
(to Risk Weighted Assets):
                      
Arrow$258,653
 15.2% $146,343
 8.6% $170,166
 10.0%$330,657
 14.8% $234,588
 10.5% $223,417
 10.0%
Glens Falls National205,573
 15.0% 117,862
 8.6% 137,049
 10.0%254,438
 14.5% 184,248
 10.5% 175,474
 10.0%
Saratoga National42,168
 12.8% 28,332
 8.6% 32,944
 10.0%65,295
 13.6% 50,412
 10.5% 48,011
 10.0%
Tier I Capital
(to Risk Weighted Assets):
                      
Arrow241,523
 14.1% 113,053
 6.6% 137,034
 8.0%309,469
 13.8% 190,615
 8.5% 179,402
 8.0%
Glens Falls National191,679
 14.0% 90,363
 6.6% 109,531
 8.0%237,546
 13.5% 149,566
 8.5% 140,768
 8.0%
Saratoga National39,050
 11.9% 21,658
 6.6% 26,252
 8.0%60,999
 12.7% 40,826
 8.5% 38,425
 8.0%
Tier I Capital
(to Average Assets):
                      
Arrow241,523
 9.5% 101,694
 4.0% 127,117
 5.0%309,469
 10.0% 123,788
 4.0% 154,735
 5.0%
Glens Falls National191,679
 9.1% 84,255
 4.0% 105,318
 5.0%237,546
 9.5% 100,019
 4.0% 125,024
 5.0%
Saratoga National39,050
 8.9% 17,551
 4.0% 21,938
 5.0%60,999
 9.6% 25,416
 4.0% 31,770
 5.0%
Common Equity Tier 1 Capital
(to Risk Weighted Assets):
                      
Arrow221,472
 13.0% 86,885
 5.1% 110,736
 6.5%289,409
 12.9% 157,044
 7.0% 145,826
 6.5%
Glens Falls National191,628
 13.9% 70,310
 5.1% 89,610
 6.5%237,486
 13.5% 123,141
 7.0% 114,345
 6.5%
Saratoga National39,050
 11.9% 16,736
 5.1% 21,330
 6.5%60,999
 12.7% 33,621
 7.0% 31,220
 6.5%
                      
As of December 31, 2015           
As of December 31, 2018           
Total Capital
(to Risk Weighted Assets):
                      
Arrow239,988
 15.1% 127,146
 8.0% 158,932
 10.0%304,109
 14.9% 202,059
 9.9% 204,100
 10.0%
Glens Falls National193,302
 15.0% 103,094
 8.0% 128,868
 10.0%237,238
 14.4% 163,101
 9.9% 164,749
 10.0%
Saratoga National37,658
 12.6% 23,910
 8.0% 29,887
 10.0%56,483
 14.2% 39,379
 9.9% 39,777
 10.0%
Tier I Capital
(to Risk Weighted Assets):
           
Arrow223,899
 14.1% 95,276
 6.0% 127,035
 8.0%
Glens Falls National180,280
 14.0% 77,263
 6.0% 103,017
 8.0%
Saratoga National34,642
 11.6% 17,918
 6.0% 23,891
 8.0%
Tier I Capital
(to Average Assets):
           
Arrow223,899
 9.3% 96,301
 4.0% 120,376
 5.0%
Glens Falls National180,280
 8.9% 81,025
 4.0% 101,281
 5.0%
Saratoga National34,642
 8.9% 15,569
 4.0% 19,462
 5.0%
Common Equity Tier 1 Capital
(to Risk Weighted Assets):
           
Arrow203,848
 12.8% 71,665
 4.5% 103,517
 6.5%
Glens Falls National180,229
 14.0% 57,931
 4.5% 83,678
 6.5%
Saratoga National34,642
 11.6% 13,439
 4.5% 19,411
 6.5%


Tier I Capital
 (to Risk Weighted Assets):
           
Arrow283,913
 13.9% 161,361
 7.9% 163,403
 8.0%
Glens Falls National220,844
 13.4% 130,199
 7.9% 131,847
 8.0%
Saratoga National52,681
 13.2% 31,529
 7.9% 31,928
 8.0%
Tier I Capital
 (to Average Assets):
           
Arrow283,913
 9.6% 118,297
 4.0% 147,871
 5.0%
Glens Falls National220,844
 9.1% 97,074
 4.0% 121,343
 5.0%
Saratoga National52,681
 9.6% 21,950
 4.0% 27,438
 5.0%
Common Equity Tier 1 Capital
 (to Risk Weighted Assets):
           
Arrow263,863
 12.9% 130,909
 6.4% 132,954
 6.5%
Glens Falls National220,794
 13.4% 105,454
 6.4% 107,102
 6.5%
Saratoga National52,681
 13.2% 25,542
 6.4% 25,941
 6.5%

Note 20:PARENT ONLY FINANCIAL INFORMATION (Dollars In Thousands)

Condensed financial information for Arrow Financial Corporation is as follows:

BALANCE SHEETSDecember 31,December 31,
ASSETS2016 20152019 2018
Interest-Bearing Deposits with Subsidiary Banks$3,593
 $3,441
$1,429
 $2,298
Available-for-Sale Securities1,382
 1,232
Held-to-Maturity Securities1,000
 1,000
Equity Securities2,063
 1,774
Investment in Subsidiaries at Equity243,031
 225,934
312,018
 280,408
Other Assets7,951
 7,390
9,365
 8,626
Total Assets$256,957
 $238,997
$324,875
 $293,106
LIABILITIES      
Junior Subordinated Obligations Issued to
Unconsolidated Subsidiary Trusts
$20,000
 $20,000
$20,000
 $20,000
Other Liabilities4,105
 5,026
3,147
 3,522
Total Liabilities24,105
 25,026
23,147
 23,522
STOCKHOLDERS EQUITY
   
Total Stockholders Equity
232,852
 213,971
Total Liabilities and Stockholders Equity
$256,957
 $238,997
STOCKHOLDERS’ EQUITY   
Total Stockholders’ Equity301,728
 269,584
Total Liabilities and Stockholders’ Equity$324,875
 $293,106
  
STATEMENTS OF INCOMEYears Ended December 31,Years Ended December 31,
Income:2016 2015 20142019 2018 2017
Dividends from Bank Subsidiaries$11,650
 $13,400
 $13,300
$14,100
 $13,300
 $12,800
Interest and Dividends on Investments117
 118
 116
49
 48
 53
Other Income (Including Management Fees)635
 847
 578
1,006
 907
 677
Total Income12,402
 14,365
 13,994
15,155
 14,255
 13,530
Expense:          
Interest Expense691
 619
 620
1,024
 976
 781
Salaries and Employee Benefits77
 80
 77
Other Expense865
 885
 754
875
 1,175
 958
Total Expense1,633
 1,584
 1,451
1,899
 2,151
 1,739
Income Before Income Tax Benefit and Equity          
in Undistributed Net Income of Subsidiaries10,769
 12,781
 12,543
13,256
 12,104
 11,791
Income Tax Benefit482
 372
 473
466
 686
 225
Equity in Undistributed Net Income of Subsidiaries15,283
 11,509
 10,344
23,753
 23,489
 17,310
Net Income$26,534
 $24,662
 $23,360
$37,475
 $36,279
 $29,326




The Statement of Changes in StockholdersStockholders’ Equity is not reported because it is identical to the Consolidated Statement of Changes in StockholdersStockholders’ Equity.



STATEMENTS OF CASH FLOWSYears Ended December 31,Years Ended December 31,
2016 2015 20142019 2018 2017
Cash Flows from Operating Activities:          
Net Income$26,534
 $24,662
 $23,360
$37,475
 $36,279
 $29,326
Adjustments to Reconcile Net Income to Net Cash Provided by Operating Activities:          
Undistributed Net Income of Subsidiaries(15,283) (11,509) (10,344)(23,753) (23,489) (17,310)
Shares Issued Under the Directors Stock Plan
196
 227
 197
Stock-Based Compensation Expense287
 308
 360
Shares Issued Under the Directors’ Stock Plan258
 205
 233
Changes in Other Assets and Other Liabilities(1,177) (1,419) (1,014)(1,236) (918) (1,179)
Net Cash Provided by Operating Activities10,557
 12,269
 12,559
12,744
 12,077
 11,070
Cash Flows from Investing Activities:          
Proceeds from the Sale of Securities Available-for-Sale
 47
 45
Purchases of Securities Available-for-Sale
 (47) (45)
Net Cash (Used in) Provided by Investing Activities
 
 
Proceeds of Securities Held-to-Maturity
 
 1,000
Net Cash Provided by Investing Activities
 
 1,000
Cash Flows from Financing Activities:          
Stock Options Exercised2,404
 918
 1,454
1,792
 2,255
 1,190
Shares Issued Under the Employee Stock Purchase Plan493
 494
 488
493
 505
 496
Shares Issued for Dividend Reinvestment Plans1,743
 886
 
1,777
 1,761
 1,684
Tax Benefit for Exercises of Stock Options188
 59
 25

 
 
Purchase of Treasury Stock(2,141) (1,498) (2,455)(2,469) (2,097) (3,248)
Cash Dividends Paid(13,092) (12,700) (12,407)(15,206) (14,389) (13,599)
Net Cash Used in Financing Activities(10,405) (11,841) (12,895)(13,613) (11,965) (13,477)
Net Increase (Decrease) in Cash and Cash Equivalents152
 428
 (336)(869) 112
 (1,407)
Cash and Cash Equivalents at Beginning of the Year3,441
 3,013
 3,349
2,298
 2,186
 3,593
Cash and Cash Equivalents at End of the Year$3,593
 $3,441
 $3,013
$1,429
 $2,298
 $2,186
Supplemental Disclosures to Statements of
Cash Flow Information:
          
Interest Paid$691
 $619
 $620
$1,024
 $976
 $781
Non-cash Investing and Financing Activities:     
Shares Issued for Acquisition of Subsidiary
 
 91



Item 9. Changes in and Disagreements with Accountants on Accounting and Financial Disclosure - None.

Item 9A.Controls and Procedures

Senior management maintains disclosure controls and procedures that are designed to ensure that information required to be disclosed in our Exchange Act reports is recorded, processed, summarized and reported within the time periods provided in the SEC's rules and forms, and that such information is accumulated and communicated to our management, including the Chief Executive Officer and Chief Financial Officer, as appropriate, to allow timely decisions regarding required disclosure.  In designing and evaluating the disclosure controls and procedures, senior management has recognized that any controls and procedures, no matter how well designed and operated, can provide only reasonable assurance of achieving the desired control objectives, and therefore has been required to apply its judgment in evaluating the cost-benefit relationship of possible controls and procedures.
Senior management, including the Chief Executive Officer and Chief Financial Officer, evaluated the effectiveness of the design and operation of our disclosure controls and procedures (as defined in Rule 13(a)-15(e) under the Exchange Act) as of December 31, 2016.2019.  Based upon that evaluation, senior management, including the Chief Executive Officer and Chief Financial Officer, concluded that our disclosure controls and procedures were effective on that date.  There were no changes made in our internal controls or in other factors that could significantly affect these internal controls subsequent to the date of the evaluation performed by the Chief Executive Officer and Chief Financial Officer.

ManagementsManagement’s Report on Internal Control Over Financial Reporting
    
Our management assessed the effectiveness of our internal control over financial reporting as of December 31, 2016.2019. In May 2013, the Committee of Sponsoring Organizations of the Treadway Commission (COSO) published an updated Internal Control-Integrated Framework and related illustrative documents. We adopted the 2013 framework in 2015. Accordingly, in making its assessment of the effectiveness of our internal control over financial reporting as of December 31, 2016,2019, management used the criteria established in the 2013 framework. Based on our assessment, our management concluded that our internal control over financial reporting was effective as of December 31, 2016.2019.

Item 9B.
Other Information None.





PART III

Item 10. Directors, Executive Officers and Corporate Governance
The information required by this item regarding directors, nominees for director, and the committees of the Company's Board is set forth under the captions "Voting Item 1: Election of Directors" and “Corporate Governance” of Arrow's Proxy Statement for its Annual Meeting of Shareholders to be held May 3, 20176, 2020 (the Proxy Statement), which sections are incorporated herein by reference. Information regarding Compliance with Section 16(a) of the Exchange Act is set forth in the Company's Proxy Statement under the caption "Section"Delinquent Section 16(a) Beneficial Ownership Reporting”Reports” and is incorporated herein by reference. Certain required information regarding our Executive Officers is contained in Part I, Item 1.G., of this Report, "Executive Officers of the Registrant." Arrow has adopted a Financial Code of Ethics applicable to our principal executive officer, principal financial officer and principal accounting officer, a copy of which can be found on our website at www.arrowfinancial.com under the link "Corporate Governance" on the header tab "Corporate."


Item 11. Executive Compensation
The information required by this item is set forth under the captions “Corporate Governance - Director Independence,” "Compensation Discussion and Analysis” including the “Compensation Committee Report” thereof, “Executive Compensation,” “Agreements with Named Executive Officers” including the ”Potential"Potential Payments Upon Termination or Change of Control” and “Potential Payments Table” sections thereof, and “Voting Item 1: Election of Directors - Director Compensation” of the Proxy Statement, which sections are incorporated herein by reference.


Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters

Certain information required by this item is set forth under the caption "Stock Ownership Information" of the Proxy Statement, which section is incorporated herein by reference, and under the caption "Equity Compensation Plan Information" in Part II, item 5 of this Form 10-K on page 18.Report.


Item 13. Certain Relationships and Related Transactions, and Director Independence
The information required by this item is set forth under the captions “Corporate Governance - Related Party Transactions” and “Corporate Governance - Director Independence” of the Proxy Statement, which sections are incorporated herein by reference.


Item 14. Principal Accounting Fees and Services
The information required by this item is set forth under the captions "Voting Item 2 -4, Ratification of Independent Registered Public Accounting Firm - Independent Registered Public Accounting Firm Fees," and “Corporate Governance - Board Committees” of the Proxy Statement, which sections are incorporated herein by reference.


PART IV

Item 15. Exhibits, Financial Statement Schedules

1.  Financial Statements

The following financial statements, the notes thereto, and the independent auditorsauditors’ report thereon are filed in Part II, Item 8 of this report.Report.  See the index to such financial statements at the beginning of Item 8.

Reports of Independent Registered Public Accounting Firm
Consolidated Balance Sheets as of December 31, 20162019 and 20152018
Consolidated Statements of Income for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Consolidated Statements of Comprehensive Income for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Consolidated Statements of Changes in StockholdersStockholders’ Equity for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Consolidated Statements of Cash Flows for the Years Ended December 31, 2016, 20152019, 2018 and 20142017
Notes to Consolidated Financial Statements




2.  Schedules

All schedules are omitted as the required information is either not applicable or not required or is contained in the respective financial statements or in the notes thereto.

3.  Exhibits:

See Exhibit Index on page 109.113.

Item 16. Form 10-K Summary - None


EXHIBIT INDEX

The following exhibits are incorporated by reference herein.

Exhibit
Number
Exhibit
3.(i)
3.(ii)
4.1
4.2
4.3
4.4
4.5
4.6
4.7
4.8
10.1
10.2
10.3
10.4


Exhibit
Number
Exhibit
10.5
10.6
10.7
10.8
10.9
10.10
10.11

10.12
10.13
10.14
10.15
10.16
10.17
10.18
10.19
14



The following exhibits are submitted herewith:
Exhibit
Number
Exhibit
4.9
21
23
31.1
31.2
32
101.INSXBRL Instance Document
101.SCHXBRL Taxonomy Extension Schema Document
101.CALXBRL Taxonomy Extension Calculation Linkbase Document
101.DEFXBRL Taxonomy Extension Definition Linkbase Document
101.LABXBRL Taxonomy Extension Labels Linkbase Document
101.PREXBRL Taxonomy Extension Presentation Linkbase Document
* Management contracts or compensation plans required to be filed as an exhibit.





Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Registrant has duly caused this reportReport to be signed on its behalf by the undersigned, thereunto duly authorized.

ARROW FINANCIAL CORPORATION


Date: March 14, 2017February 28, 2020
By:   /s/ Thomas J. Murphy
Thomas J. Murphy
President and Chief Executive Officer
(Principal Executive Officer)
  
Date: March 14, 2017February 28, 2020
By:   /s/ Terry R. GoodemoteEdward J. Campanella
Terry R. GoodemoteEdward J. Campanella
ExecutiveSenior Vice President, Treasurer and
Chief Financial Officer
(Principal Financial and Accounting Officer)

Pursuant to the requirements of the Securities Exchange Act of 1934, this reportReport has been signed below on March 14, 2017February 28, 2020 by the following persons in the capacities indicated.



  /s/ Mark L. Behan
Mark L. Behan
Director
  /s/ Elizabeth A. Miller
Elizabeth A. Miller
Director
  /s/ John J. Carusone, Jr.
John J. Carusone, Jr.
Director
  /s/ David L. Moynehan
David L. Moynehan
Director
  
  /s/ Tenée R. Casaccio
Tenée R. Casaccio
Director
  /s/ Thomas J. Murphy
Thomas J. Murphy
Director
  
  /s/ Michael B. Clarke
Michael B. Clarke
Director
  /s/ Raymond F. O'Conor
Raymond F. O'Conor
Director
  
  /s/ Gary C. Dake
Gary C. Dake
Director
  /s/ William L. Owens
William L. Owens
Director
  
  /s/ Thomas L. Hoy
Thomas L. Hoy
Director and Chairman
  /s/ Colin L. ReedRead
Colin L. ReedRead
Director
  
  /s/ David G. Kruczlnicki
David G. Kruczlnicki
Director
  /s/ Richard J. Reisman, D.M.D.
Richard J. Reisman, D.M.D.
Director



EXHIBIT INDEX

The following exhibits are incorporated by reference herein.

Exhibit
Number
Exhibit
3.(i)
Certificate of Incorporation of the Registrant, incorporated herein by reference from the Registrants Annual Report filed on Form 10-K for the year ended December 31, 2007, Exhibit 3.(i)
3.(ii)
By-laws of the Registrant, as amended, incorporated herein by reference from the Registrants Current Report on Form 8-K filed on November 24, 2009, Exhibit 3.(ii)
4.1
Amended and Restated Declaration of the Trust by and among U.S. Bank National Association, as Institutional Trustee, the Registrant, as Sponsor and certain Administrators named therein, dated as of July 23, 2003, relating to Arrow Capital Statutory Trust II, incorporated herein by reference from the Registrants Quarterly Report on Form 10-Q for the quarter ended September 30, 2003, Exhibit 4.1
4.2
Indenture between the Registrant, as Issuer, and U.S. Bank National Association, as Trustee, dated as of July 23, 2003, incorporated herein by reference from the Registrants Quarterly Report on Form 10-Q for the quarter ended September 30, 2003, Exhibit 4.2
4.3
Placement Agreement by and among the Registrant, Arrow Capital Statutory Trust II and SunTrust Capital Markets, Inc., dated July 23, 2003, incorporated herein by reference from the Registrants Quarterly Report on Form 10-Q for the quarter ended September 30, 2003, Exhibit 4.3
4.4
Guarantee Agreement by and between the Registrant and U.S. Bank National Association, dated as of July 23, 2003, incorporated herein by reference from the Registrants Quarterly Report on Form 10-Q for the quarter ended September 30, 2003, Exhibit 4.4
4.5
Amended and Restated Trust Agreement among the Registrant, as Depositor, Wilmington Trust Company, as Property Trustee, Wilmington Trust Company, as Delaware trustee, and certain Administrators named therein, dated as of December 28, 2004, relating to Arrow Capital Statutory Trust III, incorporated herein by reference from the Registrants Annual Report on Form 10-K for the year ended December 31, 2004, Exhibit 4.6
4.6
Junior Subordinated Indenture between the Registrant, as Issuer, and Wilmington Trust Company, as Trustee, dated as of December 28, 2004, incorporated herein by reference from the Registrants Annual Report on Form 10-K for the year ended December 31, 2004, Exhibit 4.7
4.7
Placement Agreement among the Registrant, Arrow Capital Statutory Trust III and SunTrust Capital Markets, Inc., dated December 28, 2004, incorporated herein by reference from the Registrants Annual Report on Form 10-K for the year ended December 31, 2004, Exhibit 4.8
4.8
Guarantee Agreement between the Registrant and Wilmington Trust Company, dated as of December 28, 2004, incorporated herein by reference from the Registrants Annual Report on Form 10-K for the year ended December 31, 2004, Exhibit 4.9
10.1
1998 Long Term Incentive Plan of the Registrant, incorporated herein by reference from Registrants 1933 Act Registration Statement on Form S-8, Exhibit 4.1 (File number 333-62719; filed on September 2, 1998)*
10.2
2008 Long Term Incentive Plan of the Registrant, incorporated herein by reference from the Registrants Current Report on Form 8-K filed on May 6, 2008, Exhibit 10.1*  
10.3
2013 Long Term Incentive Plan of the Registrant, incorporated herein by reference from the Registrants Definitive Proxy Statement on Schedule 14A filed on March 20, 2013 as Annex A*  
10.4
Profit Sharing Plan of the Registrant, as amended, incorporated herein by reference from the Registrants Annual Report filed on Form 10-K for the year ended December 31, 2008, Exhibit 10.6*
10.5
Directors Deferred Compensation Plan of the Registrant, as amended and restated, incorporated herein by reference from the Registrants Annual Report filed on Form 10-K for the year ended December 31, 2008, Exhibit 10.7*
10.6
Directors Stock Plan of the Registrant incorporated herein by reference from the Registrant’s Definitive Proxy Statement on Schedule 14A filed on March 20, 2013 as Annex B*  
10.7
Select Executive Retirement Plan of the Registrant for benefits accrued or vested after December 31, 2004, as amended and restated, incorporated herein by reference from the Registrants Annual Report filed on Form 10-K for the year ended December 31, 2008, Exhibit 10.9*
10.8
Select Executive Retirement Plan of the Registrant for benefits accrued or vested on or before December 31, 2004, as amended and restated, incorporated herein by reference from the Registrants Annual Report filed on Form 10-K for the year ended December 31, 2008, Exhibit 10.10*
10.9
Senior Officers Deferred Compensation Plan of the Registrant, as amended, incorporated herein by reference from the Registrants Annual Report filed on Form 10-K for the year ended December 31, 2008, Exhibit 10.11*
10.10
Short Term Incentive Plan of the Registrant, as amended, incorporated herein by reference from the Registrants Annual Report filed on Form 10-K for the year ended December 31, 2008, Exhibit 10.12*


Exhibit
Number
Exhibit
10.11Employment Agreement between the Registrant and Thomas J. Murphy, President and Chief Executive Officer, effective February 1, 2017 incorporated herein by reference from the Registrant's Current Report on Form 8-K , filed February 7, 2017, Exhibit 10.1*
10.12Employment Agreement between the Registrant and Terry R. Goodemote, Executive Vice President and Chief Financial Officer, effective February 1, 2016 incorporated herein by reference from the Registrant's Current Report on Form 8-K, filed February 2, 2016, Exhibit 10.2*
10.13Employment Agreement between the Registrant and David S. DeMarco, Senior Vice President, effective February 1, 2017 incorporated herein by reference from the Registrant's Current Report on Form 8-K , filed February 7, 2017, Exhibit 10.2*
10.14Employment Agreement between the Registrant and David D. Kaiser, Senior Vice President and Chief Loan Officer, effective February 1, 2017 incorporated herein by reference from the Registrant's Current Report on Form 8-K , filed February 7, 2017, Exhibit 10.3*
10.16
Form of Incentive Stock Option Certificate (Employee Award) of the Registrant, incorporated herein by reference from the Registrants Annual Report filed on Form10-K for the year ended December 31, 2013, Exhibit 10.15*
10.17
Form of Non-Qualified Stock Option Certificate (Employee Award) of the Registrant, incorporated herein by reference from the Registrants Annual Report filed on Form10-K for the year ended December 31, 2013, Exhibit 10.16*
10.18
Form of Non-Qualified Stock Option Certificate (Director Award) of the Registrant, incorporated herein by reference from the Registrants Annual Report filed on Form10-K for the year ended December 31, 2013, Exhibit 10.17*
10.19
Amendment dated October 18, 2013 to Registrant’s Select Executive Retirement Plan for benefits accrued or vested after December 31, 2004, as amended and restated, incorporated herein by reference from the Registrants Annual Report filed on Form10-K for the year ended December 31, 2013, Exhibit 10.18*
10.20The Arrow Financial Corporation Employees' Pension Plan and Trust, as amended and restated, effective January 1, 2012, incorporated herein by reference from the Registrant's Quarterly Report on Form 10-Q for the quarter ended September 30, 2014, Exhibit 10.1*
10.21Consulting Agreement between the Registrant and Thomas L. Hoy, effective January 1, 2016, incorporated herein by reference from the Registrant's Annual Report on Form 10-K for the year ended December 31, 2015, Exhibit 10.20*
14
Financial Code of Ethics, incorporated herein by reference from the Registrants Annual Report on Form 10-K for the year ended December 31, 2003, Exhibit 14
  


The following exhibits are submitted herewith:
Exhibit
Number
Exhibit
21Subsidiaries of Arrow Financial Corporation
23Consent of Independent Registered Public Accounting Firm
31.1Certification of Chief Executive Officer under SEC Rule 13a-14(a)/15d-14(a)
31.2Certification of Chief Financial Officer under SEC Rule 13a-14(a)/15d-14(a)
32
Certification of Chief Executive Officer under 18 U.S.C. Section 1350 and
   Certification of Chief Financial Officer under 18 U.S.C. Section 1350
101.INSXBRL Instance Document
101.SCHXBRL Taxonomy Extension Schema Document
101.CALXBRL Taxonomy Extension Calculation Linkbase Document
101.DEFXBRL Taxonomy Extension Definition Linkbase Document
101.LABXBRL Taxonomy Extension Labels Linkbase Document
101.PREXBRL Taxonomy Extension Presentation Linkbase Document
* Management contracts or compensation plans required to be filed as an exhibit.

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