Table of Contents



UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-Q
(Mark One) 
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE
SECURITIES EXCHANGE ACT OF 1934


For the quarterly period ended September 30, 20212022

OR
 TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE
SECURITIES EXCHANGE ACT OF 1934


For the transition period from           to   
       
Commission File No. 001-36502
COMMERCE BANCSHARES, INC.
(Exact name of registrant as specified in its charter)
Missouri43-0889454
(State of Incorporation)(IRS Employer Identification No.)
1000 Walnut
Kansas City,MO64106
(Address of principal executive offices)(Zip Code)
        
(816) 234-2000
(Registrant’s telephone number, including area code)
Securities registered pursuant to Section 12(b) of the Act:
Title of classTrading symbol(s)Name of exchange on which registered
$5 Par Value Common StockCBSHNASDAQ Global Select Market
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 þ     No o
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted 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 such files). Yes þ     No o
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and "emerging growth company" in Rule 12b-2 of the Exchange Act. (Check one):
Large accelerated filer þ Accelerated filer o Non-accelerated filer o Smaller reporting company Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes      No 
As of November 3, 2021,2, 2022, the registrant had outstanding 116,171,392119,352,570 shares of its $5 par value common stock, registrant’s only class of common stock.




Commerce Bancshares, Inc. and Subsidiaries

Form 10-Q
Page
INDEX
Consolidated Balance Sheets as of September 30, 20212022 (unaudited) and December 31, 20202021

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Table of Contents
PART I: FINANCIAL INFORMATION

Item 1. FINANCIAL STATEMENTS

Commerce Bancshares, Inc. and Subsidiaries
CONSOLIDATED BALANCE SHEETS


September 30,
2021
December 31, 2020

September 30,
2022
December 31, 2021
(Unaudited)(Unaudited)
(In thousands)(In thousands)
ASSETSASSETSASSETS
LoansLoans$15,148,390 $16,329,641 Loans$15,898,958 $15,176,359 
Allowance for credit losses on loans Allowance for credit losses on loans(162,775)(220,834) Allowance for credit losses on loans(143,377)(150,044)
Net loansNet loans14,985,615 16,108,807 Net loans15,755,581 15,026,315 
Loans held for sale (including $11,982,000 and $39,396,000 of residential mortgage loans carried at fair value at September 30, 2021 and December 31, 2020, respectively)16,043 45,089 
Loans held for sale (including $1,426,000 and $5,570,000 of residential mortgage loans carried at fair value at September 30, 2022 and December 31, 2021, respectively)Loans held for sale (including $1,426,000 and $5,570,000 of residential mortgage loans carried at fair value at September 30, 2022 and December 31, 2021, respectively)8,062 8,615 
Investment securities:Investment securities: Investment securities: 
Available for sale debt, at fair value (amortized cost of $14,027,284,000 and $12,097,533,000 and
allowance for credit losses of $— at September 30, 2021 and December 31, 2020, respectively)14,165,656 12,449,264 
Available for sale debt, at fair value (amortized cost of $14,176,324,000 and $14,419,133,000 atAvailable for sale debt, at fair value (amortized cost of $14,176,324,000 and $14,419,133,000 at
September 30, 2022 and December 31, 2021, respectively, and allowance for credit losses of $— September 30, 2022 and December 31, 2021, respectively, and allowance for credit losses of $—
at both September 30, 2022 and December 31, 2021) at both September 30, 2022 and December 31, 2021)12,632,510 14,450,027 
Trading debtTrading debt40,114 35,321 Trading debt39,222 46,235 
EquityEquity9,174 4,363 Equity8,954 9,202 
OtherOther184,450 156,745 Other222,742 194,047 
Total investment securitiesTotal investment securities14,399,394 12,645,693 Total investment securities12,903,428 14,699,511 
Federal funds soldFederal funds sold14,020 2,800 
Securities purchased under agreements to resellSecurities purchased under agreements to resell1,750,000 850,000 Securities purchased under agreements to resell1,275,000 1,625,000 
Interest earning deposits with banksInterest earning deposits with banks1,888,545 1,747,363 Interest earning deposits with banks642,943 3,971,217 
Cash and due from banksCash and due from banks344,460 437,563 Cash and due from banks344,178 305,539 
Premises and equipment – netPremises and equipment – net377,476 371,083 Premises and equipment – net407,833 388,738 
GoodwillGoodwill138,921 138,921 Goodwill138,921 138,921 
Other intangible assets – netOther intangible assets – net14,458 11,207 Other intangible assets – net15,599 15,570 
Other assetsOther assets582,631 567,248 Other assets1,097,031 506,862 
Total assetsTotal assets$34,497,543 $32,922,974 Total assets$32,602,596 $36,689,088 
LIABILITIES AND EQUITY
LIABILITIES AND STOCKHOLDERS' EQUITYLIABILITIES AND STOCKHOLDERS' EQUITY
Deposits:Deposits: Deposits: 
Non-interest bearing Non-interest bearing$11,622,855 $10,497,598  Non-interest bearing$10,468,591 $11,772,374 
Savings, interest checking and money market Savings, interest checking and money market14,907,654 14,604,456  Savings, interest checking and money market16,014,487 16,598,085 
Certificates of deposit of less than $100,000 Certificates of deposit of less than $100,000452,432 529,802  Certificates of deposit of less than $100,000391,145 435,960 
Certificates of deposit of $100,000 and over Certificates of deposit of $100,000 and over1,163,343 1,314,889  Certificates of deposit of $100,000 and over597,093 1,006,654 
Total depositsTotal deposits28,146,284 26,946,745 Total deposits27,471,316 29,813,073 
Federal funds purchased and securities sold under agreements to repurchaseFederal funds purchased and securities sold under agreements to repurchase2,253,753 2,098,383 Federal funds purchased and securities sold under agreements to repurchase2,314,590 3,022,967 
Other borrowingsOther borrowings4,006 802 Other borrowings1,831 12,560 
Other liabilitiesOther liabilities602,279 477,072 Other liabilities443,752 392,164 
Total liabilitiesTotal liabilities31,006,322 29,523,002 Total liabilities30,231,489 33,240,764 
Commerce Bancshares, Inc. stockholders’ equity:Commerce Bancshares, Inc. stockholders’ equity: Commerce Bancshares, Inc. stockholders’ equity: 
Common stock, $5 par value Common stock, $5 par value  Common stock, $5 par value 
Authorized 140,000,000; issued 117,870,372 shares589,352 589,352 
Authorized 140,000,000; issued 122,160,705 shares at September 30, 2022 and December 31, 2021Authorized 140,000,000; issued 122,160,705 shares at September 30, 2022 and December 31, 2021610,804 610,804 
Capital surplus Capital surplus2,427,544 2,436,288  Capital surplus2,683,631 2,689,894 
Retained earnings Retained earnings396,655 73,000  Retained earnings353,446 92,493 
Treasury stock of 1,303,270 shares at September 30, 2021
and 497,413 shares at December 31, 2020, at cost(92,047)(32,970)
Treasury stock of 2,553,242 shares at September 30, 2022 Treasury stock of 2,553,242 shares at September 30, 2022
and 476,392 shares at December 31, 2021, at cost and 476,392 shares at December 31, 2021, at cost(176,943)(32,973)
Accumulated other comprehensive income Accumulated other comprehensive income159,166 331,377  Accumulated other comprehensive income(1,119,344)77,080 
Total Commerce Bancshares, Inc. stockholders' equityTotal Commerce Bancshares, Inc. stockholders' equity3,480,670 3,397,047 Total Commerce Bancshares, Inc. stockholders' equity2,351,594 3,437,298 
Non-controlling interestNon-controlling interest10,551 2,925 Non-controlling interest19,513 11,026 
Total equityTotal equity3,491,221 3,399,972 Total equity2,371,107 3,448,324 
Total liabilities and equityTotal liabilities and equity$34,497,543 $32,922,974 Total liabilities and equity$32,602,596 $36,689,088 
See accompanying notes to consolidated financial statements.
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Commerce Bancshares, Inc. and Subsidiaries
CONSOLIDATED STATEMENTS OF INCOME
For the Three Months Ended September 30For the Nine Months Ended September 30For the Three Months Ended September 30For the Nine Months Ended September 30
(In thousands, except per share data)(In thousands, except per share data)2021202020212020(In thousands, except per share data)2022202120222021
(Unaudited)(Unaudited)
INTEREST INCOMEINTEREST INCOMEINTEREST INCOME
Interest and fees on loansInterest and fees on loans$142,887 $150,808 $433,809 $461,500 Interest and fees on loans$171,272 $142,887 $445,873 $433,809 
Interest and fees on loans held for saleInterest and fees on loans held for sale187 264 736 588 Interest and fees on loans held for sale159 187 470 736 
Interest on investment securitiesInterest on investment securities63,904 60,534 170,604 164,391 Interest on investment securities79,586 63,904 241,326 170,604 
Interest on federal funds soldInterest on federal funds sold1 — 3 Interest on federal funds sold94 114 
Interest on securities purchased under agreements to resellInterest on securities purchased under agreements to resell9,007 11,247 30,551 29,445 Interest on securities purchased under agreements to resell5,984 9,007 15,669 30,551 
Interest on deposits with banksInterest on deposits with banks995 261 2,108 1,996 Interest on deposits with banks5,571 995 9,150 2,108 
Total interest incomeTotal interest income216,981 223,114 637,811 657,922 Total interest income262,666 216,981 712,602 637,811 
INTEREST EXPENSEINTEREST EXPENSEINTEREST EXPENSE
Interest on deposits:Interest on deposits:Interest on deposits:
Savings, interest checking and money market Savings, interest checking and money market1,817 3,206 5,764 15,492  Savings, interest checking and money market7,545 1,817 11,583 5,764 
Certificates of deposit of less than $100,000 Certificates of deposit of less than $100,000206 1,028 1,006 4,196  Certificates of deposit of less than $100,000411 206 755 1,006 
Certificates of deposit of $100,000 and over Certificates of deposit of $100,000 and over450 2,512 2,173 11,357  Certificates of deposit of $100,000 and over871 450 1,768 2,173 
Interest on federal funds purchased and securities sold underInterest on federal funds purchased and securities sold underInterest on federal funds purchased and securities sold under
agreements to repurchase agreements to repurchase480 406 1,112 5,761  agreements to repurchase7,891 480 11,506 1,112 
Interest on other borrowingsInterest on other borrowings(9)— (11)1,032 Interest on other borrowings(425)(9)(554)(11)
Total interest expenseTotal interest expense2,944 7,152 10,044 37,838 Total interest expense16,293 2,944 25,058 10,044 
Net interest incomeNet interest income214,037 215,962 627,767 620,084 Net interest income246,373 214,037 687,544 627,767 
Provision for credit lossesProvision for credit losses(7,385)3,101 (59,272)141,593 Provision for credit losses15,290 (7,385)12,594 (59,272)
Net interest income after credit lossesNet interest income after credit losses221,422 212,861 687,039 478,491 Net interest income after credit losses231,083 221,422 674,950 687,039 
NON-INTEREST INCOMENON-INTEREST INCOMENON-INTEREST INCOME
Trust feesTrust fees45,406 48,950 140,009 139,334 
Bank card transaction feesBank card transaction fees42,815 37,873 123,118 111,818 Bank card transaction fees45,638 42,815 131,556 123,118 
Trust fees48,950 40,769 139,334 118,676 
Deposit account charges and other feesDeposit account charges and other fees25,161 23,107 71,724 69,063 Deposit account charges and other fees24,521 25,161 72,392 71,724 
Consumer brokerage servicesConsumer brokerage services5,085 4,900 14,599 13,484 
Capital market feesCapital market fees3,794 3,194 12,102 10,756 Capital market fees3,393 3,794 10,845 12,102 
Consumer brokerage services4,900 4,011 13,484 11,099 
Loan fees and salesLoan fees and sales6,842 9,769 24,472 17,653 Loan fees and sales3,094 6,842 10,575 24,472 
OtherOther5,044 10,849 28,460 31,685 Other11,377 5,044 29,734 28,460 
Total non-interest incomeTotal non-interest income137,506 129,572 412,694 370,750 Total non-interest income138,514 137,506 409,710 412,694 
INVESTMENT SECURITIES GAINS (LOSSES), NET13,108 16,155 39,765 (1,275)
INVESTMENT SECURITIES GAINS, NETINVESTMENT SECURITIES GAINS, NET3,410 13,108 11,602 39,765 
NON-INTEREST EXPENSENON-INTEREST EXPENSENON-INTEREST EXPENSE
Salaries and employee benefitsSalaries and employee benefits132,824 127,308 392,608 383,004 Salaries and employee benefits137,393 132,824 415,589 392,608 
Data processing and softwareData processing and software28,050 25,598 82,701 76,015 
Net occupancyNet occupancy12,329 12,058 35,877 35,075 Net occupancy12,544 12,329 37,343 35,877 
EquipmentEquipment4,440 4,737 13,398 14,313 Equipment5,036 4,440 14,338 13,398 
Supplies and communicationSupplies and communication4,530 4,141 12,688 13,226 Supplies and communication4,581 4,530 13,655 12,688 
Data processing and software25,598 23,610 76,015 71,002 
MarketingMarketing5,623 4,926 16,461 14,706 Marketing6,228 5,623 18,408 16,461 
OtherOther26,276 14,078 55,272 40,742 Other19,052 26,276 50,003 55,272 
Total non-interest expenseTotal non-interest expense211,620 190,858 602,319 572,068 Total non-interest expense212,884 211,620 632,037 602,319 
Income before income taxesIncome before income taxes160,416 167,730 537,179 275,898 Income before income taxes160,123 160,416 464,225 537,179 
Less income taxesLess income taxes34,662 34,375 111,947 54,209 Less income taxes33,936 34,662 97,859 111,947 
Net incomeNet income125,754 133,355 425,232 221,689 Net income126,187 125,754 366,366 425,232 
Less non-controlling interest expense (income)3,193 907 9,373 (2,479)
Less non-controlling interest expenseLess non-controlling interest expense3,364 3,193 9,595 9,373 
Net income attributable to Commerce Bancshares, Inc.Net income attributable to Commerce Bancshares, Inc.122,561 132,448 415,859 224,168 Net income attributable to Commerce Bancshares, Inc.$122,823 $122,561 $356,771 $415,859 
Less preferred stock dividends 7,466  11,966 
Net income available to common shareholders$122,561 $124,982 $415,859 $212,202 
Net income per common share — basicNet income per common share — basic$1.05 $1.06 $3.55 $1.80 Net income per common share — basic$1.03 $1.00 $2.96 $3.38 
Net income per common share — dilutedNet income per common share — diluted$1.05 $1.06 $3.54 $1.80 Net income per common share — diluted$1.02 $.99 $2.95 $3.37 
See accompanying notes to consolidated financial statements.
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Commerce Bancshares, Inc. and Subsidiaries
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
For the Three Months Ended September 30For the Nine Months Ended September 30For the Three Months Ended September 30For the Nine Months Ended September 30
(In thousands)(In thousands)2021202020212020(In thousands)2022202120222021
(Unaudited)(Unaudited)
Net incomeNet income$125,754 $133,355 $425,232 $221,689 Net income$126,187 $125,754 $366,366 $425,232 
Other comprehensive income (loss):Other comprehensive income (loss):Other comprehensive income (loss):
Net unrealized gains (losses) on available for sale debt securities(57,068)330 (160,019)165,464 
Net unrealized losses on available for sale debt securitiesNet unrealized losses on available for sale debt securities(345,565)(57,068)(1,181,031)(160,019)
Pension loss amortizationPension loss amortization451 327 1,326 1,038 Pension loss amortization302 451 947 1,326 
Unrealized gains (losses) on cash flow hedge derivatives(4,607)(6,483)(13,518)66,489 
Unrealized losses on cash flow hedge derivativesUnrealized losses on cash flow hedge derivatives(7,187)(4,607)(16,340)(13,518)
Other comprehensive income (loss)Other comprehensive income (loss)(61,224)(5,826)(172,211)232,991 Other comprehensive income (loss)(352,450)(61,224)(1,196,424)(172,211)
Comprehensive income64,530 127,529 253,021 454,680 
Less non-controlling interest expense (income)3,193 907 9,373 (2,479)
Comprehensive income attributable to Commerce Bancshares, Inc.$61,337 $126,622 $243,648 $457,159 
Comprehensive income (loss)Comprehensive income (loss)(226,263)64,530 (830,058)253,021 
Less non-controlling interest expenseLess non-controlling interest expense3,364 3,193 9,595 9,373 
Comprehensive income (loss) attributable to Commerce Bancshares, Inc.Comprehensive income (loss) attributable to Commerce Bancshares, Inc.$(229,627)$61,337 $(839,653)$243,648 
See accompanying notes to consolidated financial statements.













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Table of Contents
Commerce Bancshares, Inc. and Subsidiaries
CONSOLIDATED STATEMENTS OF CHANGES IN EQUITY
Three Months Ended September 30, 20212022 and 20202021
Commerce Bancshares, Inc. ShareholdersCommerce Bancshares, Inc. Shareholders

(In thousands, except per share data)

(In thousands, except per share data)
Preferred StockCommon StockCapital SurplusRetained EarningsTreasury StockAccumulated Other Comprehensive Income (Loss)Non-Controlling InterestTotal

(In thousands, except per share data)
Common StockCapital SurplusRetained EarningsTreasury StockAccumulated Other Comprehensive Income (Loss)Non-Controlling InterestTotal
(Unaudited)(Unaudited)
Balance June 30, 2021$ $589,352 $2,424,157 $304,739 $(53,018)$220,390 $8,210 $3,493,830 
Balance June 30, 2022Balance June 30, 2022$610,804 $2,682,161 $262,363 $(129,588)$(766,894)$16,467 $2,675,313 
Net incomeNet income122,561 3,193 125,754 Net income122,823 3,364 126,187 
Other comprehensive lossOther comprehensive loss(61,224)(61,224)Other comprehensive loss(352,450)(352,450)
Distributions to non-controlling interestDistributions to non-controlling interest(193)(193)Distributions to non-controlling interest(318)(318)
Purchases of treasury stockPurchases of treasury stock(40,165)(40,165)Purchases of treasury stock(50,116)(50,116)
Issuance of stock under purchase and equity
compensation plans
Issuance of stock under purchase and equity
compensation plans
(2,762)2,761 (1)
Stock-based compensationStock-based compensation4,232 4,232 
Cash dividends paid on common stock
($0.265 per share)
Cash dividends paid on common stock
($0.265 per share)
(31,740)(31,740)
Balance September 30, 2022Balance September 30, 2022$610,804 $2,683,631 $353,446 $(176,943)$(1,119,344)$19,513 $2,371,107 
Balance June 30, 2021Balance June 30, 2021$589,352 $2,424,157 $304,739 $(53,018)$220,390 $8,210 $3,493,830 
Net IncomeNet Income122,561 3,193 125,754 
Other comprehensive lossOther comprehensive loss(61,224)(61,224)
Distributions to non-controlling interestDistributions to non-controlling interest(193)(193)
Purchases of treasury stockPurchases of treasury stock(40,165)(40,165)
Sale of non-controlling interest of subsidiarySale of non-controlling interest of subsidiary659 (659) Sale of non-controlling interest of subsidiary659 (659)— 
Issuance of stock under purchase and equity
compensation plans
Issuance of stock under purchase and equity
compensation plans
(1,137)1,136 (1)Issuance of stock under purchase and equity
compensation plans
(1,137)1,136 (1)
Stock-based compensationStock-based compensation3,865 3,865 Stock-based compensation3,865 3,865 
Cash dividends paid on common stock
($0.263 per share)
(30,645)(30,645)
Cash dividends paid on common stock
($.250 per share)
Cash dividends paid on common stock
($.250 per share)
(30,645)(30,645)
Balance September 30, 2021Balance September 30, 2021$ $589,352 $2,427,544 $396,655 $(92,047)$159,166 $10,551 $3,491,221 Balance September 30, 2021$589,352 $2,427,544 $396,655 $(92,047)$159,166 $10,551 $3,491,221 
Balance June 30, 2020$144,784 $563,978 $2,136,874 $232,082 $(69,112)$349,261 $302 $3,358,169 
Net income132,448 907 133,355 
Other comprehensive loss(5,826)(5,826)
Distributions to non-controlling interest(608)(608)
Redemption of preferred stock(144,784)(5,216)(150,000)
Purchases of treasury stock(167)(167)
Issuance of stock under purchase and equity
compensation plans
(229)229 — 
Stock-based compensation3,765 3,765 
Cash dividends paid on common stock
($.257 per share)
(30,174)(30,174)
Cash dividends paid on preferred stock
($.375 per depositary share)
(2,250)(2,250)
Balance September 30, 2020$— $563,978 $2,140,410 $326,890 $(69,050)$343,435 $601 $3,306,264 
See accompanying notes to consolidated financial statements.
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Commerce Bancshares, Inc. and Subsidiaries
CONSOLIDATED STATEMENTS OF CHANGES IN EQUITY
Nine Months Ended September 30, 20212022 and 20202021
Commerce Bancshares, Inc. ShareholdersCommerce Bancshares, Inc. Shareholders

(In thousands, except per share data)

(In thousands, except per share data)
Preferred StockCommon StockCapital SurplusRetained EarningsTreasury StockAccumulated Other Comprehensive Income (Loss)Non-Controlling InterestTotal

(In thousands, except per share data)
Common StockCapital SurplusRetained EarningsTreasury StockAccumulated Other Comprehensive Income (Loss)Non-Controlling InterestTotal
(Unaudited)(Unaudited)
Balance December 31, 2020$ $589,352 $2,436,288 $73,000 $(32,970)$331,377 $2,925 $3,399,972 
Balance December 31, 2021Balance December 31, 2021$610,804 $2,689,894 $92,493 $(32,973)$77,080 $11,026 $3,448,324 
Net incomeNet income415,859 9,373 425,232 Net income356,771 9,595 366,366 
Other comprehensive lossOther comprehensive loss(172,211)(172,211)Other comprehensive loss(1,196,424)(1,196,424)
Distributions to non-controlling interestDistributions to non-controlling interest(1,088)(1,088)Distributions to non-controlling interest(1,108)(1,108)
Purchases of treasury stockPurchases of treasury stock(80,052)(80,052)Purchases of treasury stock(163,321)(163,321)
Issuance of stock under purchase and equity compensation plansIssuance of stock under purchase and equity compensation plans(18,904)19,351 447 
Stock-based compensationStock-based compensation12,641 12,641 
Cash dividends on common stock ($.795 per share)Cash dividends on common stock ($.795 per share)(95,818)(95,818)
Balance September 30, 2022Balance September 30, 2022$610,804 $2,683,631 $353,446 $(176,943)$(1,119,344)$19,513 $2,371,107 
Balance December 31, 2020Balance December 31, 2020$589,352 $2,436,288 $73,000 $(32,970)$331,377 $2,925 $3,399,972 
Net incomeNet income415,859 9,373 425,232 
Other comprehensive lossOther comprehensive loss(172,211)(172,211)
Distributions to non-controlling interestDistributions to non-controlling interest(1,088)(1,088)
Purchases of treasury stockPurchases of treasury stock(80,052)(80,052)
Sale of non-controlling interest of subsidiarySale of non-controlling interest of subsidiary659 (659) Sale of non-controlling interest of subsidiary659 (659)— 
Issuance of stock under purchase and equity compensation plansIssuance of stock under purchase and equity compensation plans(20,991)20,975 (16)Issuance of stock under purchase and equity compensation plans(20,991)20,975 (16)
Stock-based compensationStock-based compensation11,588 11,588 Stock-based compensation11,588 11,588 
Cash dividends on common stock ($.788 per share)(92,204)(92,204)
Cash dividends on common stock ($.750 per share)Cash dividends on common stock ($.750 per share)(92,204)(92,204)
Balance September 30, 2021Balance September 30, 2021$ $589,352 $2,427,544 $396,655 $(92,047)$159,166 $10,551 $3,491,221 Balance September 30, 2021$589,352 $2,427,544 $396,655 $(92,047)$159,166 $10,551 $3,491,221 
Balance December 31, 2019$144,784 $563,978 $2,151,464 $201,562 $(37,548)$110,444 $3,788 $3,138,472 
Adoption of ASU 2016-133,766 3,766 
Balance December 31, 2019, adjusted144,784 563,978 2,151,464 205,328 (37,548)110,444 3,788 3,142,238 
Net income224,168 (2,479)221,689 
Other comprehensive income232,991 232,991 
Distributions to non-controlling interest(708)(708)
Redemption of preferred stock(144,784)(5,216)(150,000)
Purchases of treasury stock(53,760)(53,760)
Issuance of stock under purchase and equity compensation plans(22,285)22,258 (27)
Stock-based compensation11,231 11,231 
Cash dividends on common stock ($.771 per share)(90,640)(90,640)
Cash dividends on preferred stock ($1.125 per depositary share)(6,750)(6,750)
Balance September 30, 2020$— $563,978 $2,140,410 $326,890 $(69,050)$343,435 $601 $3,306,264 
See accompanying notes to consolidated financial statements.



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Commerce Bancshares, Inc. and Subsidiaries
CONSOLIDATED STATEMENTS OF CASH FLOWS
For the Nine Months Ended September 30For the Nine Months Ended September 30
(In thousands)(In thousands)20212020(In thousands)20222021
(Unaudited)(Unaudited)
OPERATING ACTIVITIES:OPERATING ACTIVITIES:OPERATING ACTIVITIES:
Net incomeNet income$425,232 $221,689 Net income$366,366 $425,232 
Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:
Provision for credit losses Provision for credit losses(59,272)141,593  Provision for credit losses12,594 (59,272)
Provision for depreciation and amortization Provision for depreciation and amortization33,554 32,462  Provision for depreciation and amortization35,350 33,554 
Amortization of investment security premiums, net Amortization of investment security premiums, net51,822 37,623  Amortization of investment security premiums, net8,565 51,822 
Investment securities (gains) losses, net (A)(39,765)1,275 
Investment securities gains, net (A) Investment securities gains, net (A)(11,602)(39,765)
Net gains on sales of loans held for sale Net gains on sales of loans held for sale(18,849)(8,267) Net gains on sales of loans held for sale(2,607)(18,849)
Originations of loans held for sale Originations of loans held for sale(442,853)(169,774) Originations of loans held for sale(114,765)(442,853)
Proceeds from sales of loans held for sale Proceeds from sales of loans held for sale485,231 152,825  Proceeds from sales of loans held for sale116,421 485,231 
Net (increase) decrease in trading debt securities(9,093)5,636 
Net (increase) decrease in trading debt securities, excluding unsettled transactions Net (increase) decrease in trading debt securities, excluding unsettled transactions14,080 (9,093)
Purchase of interest rate floor Purchase of interest rate floor(16,849)— 
Stock-based compensation Stock-based compensation11,588 11,231  Stock-based compensation12,641 11,588 
(Increase) decrease in interest receivable (Increase) decrease in interest receivable11,449 (11,012) (Increase) decrease in interest receivable(21,959)11,449 
Decrease in interest payable(3,168)(7,670)
Increase (decrease) in income taxes payable19,831 (7,942)
Increase (decrease) in interest payable Increase (decrease) in interest payable1,097 (3,168)
Increase in income taxes payable Increase in income taxes payable168 19,831 
Proceeds from terminated interest rate floors 110,640 
Other changes, net Other changes, net20,418 (37,926) Other changes, net70,285 20,418 
Net cash provided by operating activitiesNet cash provided by operating activities486,125 472,383 Net cash provided by operating activities469,785 486,125 
INVESTING ACTIVITIES:INVESTING ACTIVITIES:INVESTING ACTIVITIES:
Disbursements received from equity-method investment13,540 — 
Distributions received from equity-method investmentDistributions received from equity-method investment400 13,540 
Proceeds from sales of investment securities (A)Proceeds from sales of investment securities (A)10,060 574,376 Proceeds from sales of investment securities (A)55,690 10,060 
Proceeds from maturities/pay downs of investment securities (A)Proceeds from maturities/pay downs of investment securities (A)2,571,116 1,856,780 Proceeds from maturities/pay downs of investment securities (A)2,079,939 2,571,116 
Purchases of investment securities (A)Purchases of investment securities (A)(4,457,716)(5,135,211)Purchases of investment securities (A)(1,951,694)(4,457,716)
Net (increase) decrease in loansNet (increase) decrease in loans1,166,769 (1,710,009)Net (increase) decrease in loans(736,474)1,166,769 
Securities purchased under agreements to resellSecurities purchased under agreements to resell(900,000)— Securities purchased under agreements to resell(200,000)(900,000)
Repayments of securities purchased under agreements to resellRepayments of securities purchased under agreements to resell550,000 — 
Purchases of premises and equipmentPurchases of premises and equipment(37,385)(29,192)Purchases of premises and equipment(46,636)(37,385)
Sales of premises and equipmentSales of premises and equipment4,786 313 Sales of premises and equipment1,613 4,786 
Net cash used in investing activitiesNet cash used in investing activities(1,628,830)(4,442,943)Net cash used in investing activities(247,162)(1,628,830)
FINANCING ACTIVITIES:FINANCING ACTIVITIES:FINANCING ACTIVITIES:
Net increase in non-interest bearing, savings, interest checking and money market deposits1,428,561 5,138,314 
Net increase (decrease) in non-interest bearing, savings, interest checking and money market depositsNet increase (decrease) in non-interest bearing, savings, interest checking and money market deposits(2,078,327)1,428,561 
Net decrease in certificates of depositNet decrease in certificates of deposit(228,916)(17,565)Net decrease in certificates of deposit(454,376)(228,916)
Net increase (decrease) in federal funds purchased and securities sold under agreements to repurchaseNet increase (decrease) in federal funds purchased and securities sold under agreements to repurchase155,370 (197,708)Net increase (decrease) in federal funds purchased and securities sold under agreements to repurchase(708,377)155,370 
Net increase (decrease) in short-term borrowings3,204 (1,636)
Preferred stock redemption (150,000)
Net increase (decrease) in other borrowingsNet increase (decrease) in other borrowings(10,729)3,204 
Purchases of treasury stockPurchases of treasury stock(80,052)(53,760)Purchases of treasury stock(163,321)(80,052)
Issuance of stock under purchase and equity compensation plans(16)(27)
Issuance of stock under equity compensation plansIssuance of stock under equity compensation plans447 (16)
Cash dividends paid on common stockCash dividends paid on common stock(92,204)(90,640)Cash dividends paid on common stock(95,818)(92,204)
Cash dividends paid on preferred stock (6,750)
Net cash provided by financing activities1,185,947 4,620,228 
Increase in cash, cash equivalents and restricted cash43,242 649,668 
Net cash provided by (used in) financing activitiesNet cash provided by (used in) financing activities(3,510,501)1,185,947 
Increase (decrease) in cash, cash equivalents and restricted cashIncrease (decrease) in cash, cash equivalents and restricted cash(3,287,878)43,242 
Cash, cash equivalents and restricted cash at beginning of yearCash, cash equivalents and restricted cash at beginning of year2,208,328 907,808 Cash, cash equivalents and restricted cash at beginning of year4,296,954 2,208,328 
Cash, cash equivalents and restricted cash at September 30Cash, cash equivalents and restricted cash at September 30$2,251,570 $1,557,476 Cash, cash equivalents and restricted cash at September 30$1,009,076 $2,251,570 
Income tax payments, netIncome tax payments, net$87,989 $58,750 Income tax payments, net$92,646 $87,989 
Interest paid on deposits and borrowingsInterest paid on deposits and borrowings$13,213 $45,508 Interest paid on deposits and borrowings$23,961 $13,213 
Loans transferred to foreclosed real estateLoans transferred to foreclosed real estate$172 $57 Loans transferred to foreclosed real estate$457 $172 
(A) Available for sale debt securities, equity securities, and other securities.
See accompanying notes to consolidated financial statements.

Restricted cash is comprised of cash collateral posted by the Company to secure interest rate swap agreements. This balance is included in other assets in the consolidated balance sheets and totaled $18.6$7.9 million and $25.9$18.6 million at September 30, 20212022 and 2020,2021, respectively.
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Commerce Bancshares, Inc. and Subsidiaries
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
September 30, 20212022 (Unaudited)
1. Principles of Consolidation and Presentation
The accompanying consolidated financial statements include the accounts of Commerce Bancshares, Inc. and all majority-owned subsidiaries (the Company). Most of the Company's operations are conducted by its subsidiary bank, Commerce Bank (the Bank). The consolidated financial statements in this report have not been audited by an independent registered public accounting firm, but in the opinion of management, all adjustments necessary to present fairly the financial position and the results of operations for the interim periods have been made. All such adjustments are of a normal recurring nature. All significant intercompany accounts and transactions have been eliminated. Certain reclassifications were made to 20202021 data to conform to current year presentation. In preparing the consolidated financial statements, management is required to make estimates and assumptions that affect the reported amounts of assets and liabilities as of the date of the balance sheetsheets and revenues and expenses for the period.periods. Actual results could differ significantly from those estimates. Management has evaluated subsequent events for potential recognition or disclosure. The results of operations for the three and nine month periodsperiod ended September 30, 20212022 are not necessarily indicative of results to be attained for the full year or any other interim period.

The consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United States (GAAP) for interim financial information and with the instructions to Form 10-Q adopted by the Securities and Exchange Commission. Accordingly, the financial statements do not include all of the information and footnotes required by GAAP for complete financial statements and should be read in conjunction with the Company's most recent Annual Report on Form 10-K, containing the latest audited consolidated financial statements and notes thereto.

2. Loans and Allowance for Credit Losses
Major classifications within the Company’s held for investment loan portfolio at September 30, 20212022 and December 31, 20202021 are as follows:

(In thousands)(In thousands)September 30, 2021December 31, 2020(In thousands)September 30, 2022December 31, 2021
Commercial:Commercial:Commercial:
BusinessBusiness$5,277,850 $6,546,087 Business$5,528,895 $5,303,535 
Real estate – construction and landReal estate – construction and land1,257,836 1,021,595 Real estate – construction and land1,206,955 1,118,266 
Real estate – businessReal estate – business2,937,852 3,026,117 Real estate – business3,331,627 3,058,837 
Personal Banking:Personal Banking:Personal Banking:
Real estate – personalReal estate – personal2,769,292 2,820,030 Real estate – personal2,862,519 2,805,401 
ConsumerConsumer2,049,559 1,950,502 Consumer2,116,371 2,032,225 
Revolving home equityRevolving home equity281,442 307,083 Revolving home equity286,026 275,945 
Consumer credit cardConsumer credit card569,976 655,078 Consumer credit card563,349 575,410 
OverdraftsOverdrafts4,583 3,149 Overdrafts3,216 6,740 
Total loansTotal loans$15,148,390 $16,329,641 Total loans$15,898,958 $15,176,359 

Accrued interest receivable totaled $33.0$46.2 million and $41.9$25.9 million at September 30, 20212022 and December 31, 2020,2021, respectively, and was included within other assets on the consolidated balance sheets. For the three months ended September 30, 2021,2022, the Company wrote-off accrued interest by reversing interest income of $27$48 thousand and $781$699 thousand in the Commercial and Personal Banking portfolios, respectively. Similarly, for the nine months ended September 30, 2021,2022, the Company wrote-off accrued interest of $188$103 thousand and $3.9$2.4 million in the Commercial and Personal Banking portfolios, respectively.

At September 30, 2021,2022, loans of $3.5$3.1 billion were pledged at the Federal Home Loan Bank as collateral for borrowings and letters of credit obtained to secure public deposits. Additional loans of $1.3 billion were pledged at the Federal Reserve Bank as collateral for discount window borrowings.

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Allowance for credit losses
The allowance for credit losses is measured using an average historical loss model which incorporates relevant information about past events (including historical credit loss experience on loans with similar risk characteristics), current conditions, and reasonable and supportable forecasts that affect the collectability of the remaining cash flows over the contractual term of the loans. The allowance for credit losses is measured on a collective (pool) basis. Loans are aggregated into pools based on similar risk characteristics including borrower type, collateral type and expected credit loss patterns. Loans that do not share similar risk characteristics, primarily large loans on non-accrual status, are evaluated on an individual basis.

For loans evaluated for credit losses on a collective basis, average historical loss rates are calculated for each pool using the Company’s historical net charge-offs (combined charge-offs and recoveries by observable historical reporting period) and outstanding loan balances during a lookback period. Lookback periods can be different based on the individual pool and represent management’s credit expectations for the pool of loans over the remaining contractual life. In certain loan pools, if the Company’s own historical loss rate is not reflective of the loss expectations, the historical loss rate is augmented by industry and peer data. The calculated average net charge-off rate is then adjusted for current conditions and reasonable and supportable forecasts. These adjustments increase or decrease the average historical loss rate to reflect expectations of future losses given a single path economic forecast of key macroeconomic variables including GDP, disposable income, unemployment rate, various interest rates, CPIunemployment rate, consumer price index (CPI) inflation rate, HPI, CREPIhousing price index (HPI), commercial real estate price index (CREPI) and market volatility. The adjustments are based on results from various regression models projecting the impact of the macroeconomic variables to loss rates. The forecast is used for a reasonable and supportable period before reverting back to historical averages using a straight-line method. The forecast adjusted loss rate is applied to the amortized cost of loans over the remaining contractual lives, adjusted for expected prepayments. The contractual term excludes expected extensions (except for contractual extensions at the option of the customer), renewals and modifications unless there is a reasonable expectation that a troubled debt restructuring will be executed. Credit cards and certain similar consumer lines of credit do not have stated maturities and therefore, for these loan classes, remaining contractual lives are determined by estimating future cash flows expected to be received from customers until payments have been fully allocated to outstanding balances. Additionally, the allowance for credit losses considers other qualitative factors not included in historical loss rates or macroeconomic forecast such as changes in portfolio composition, underwriting practices, or significant unique events or conditions.

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Key model assumptions in the Company’s allowance for credit loss model include the economic forecast, the reasonable and supportable period, forecasted macro-economic variables, prepayment assumptions and qualitative factors applied for portfolio composition changes, underwriting practices, or significant unique events or conditions. The assumptions utilized in estimating the Company’s allowance for credit losses at September 30, 20212022 and June 30, 20212022 are discussed below.

Key AssumptionSeptember 30, 20212022June 30, 20212022
Overall economic forecast
An optimistic recovery from the Global Coronavirus Recession (GCR) continues
Assumes improving health conditions
Assumes gradual easingHigh inflation, rising interest rates, supply chain difficulties and a weaker job market create an expectation of supply constraintsa mild recession in 2023
Continued uncertainty regarding the assumptions relatedmonetary policy tightening to the health crisis
Uncertainty regarding risingrein in inflation
An optimistic recovery from the GCR continues
Assumes improving health conditionsPositive economic momentum faced with continued COVID challenges, supply constraints and expanding vaccine distribution
Further fiscal stimulus assumedhigh inflation
Continued uncertainty regarding the assumptions relatedmonetary policy tightening to the health crisisrein in inflation
Uncertainty regarding rising inflationUncertainties related to supply chain issues and the timing and likelihood of a recession
Reasonable and supportable period and related reversion period
One year for commercial and personal banking loans
Reversion to historical average loss rates within two quarters using straight-line method
One year for commercial and personal banking loans
Reversion to historical average loss rates within two quarters using straight-line method
Forecasted macro-economic variables
Unemployment rate ranging from 4.5%3.7% to 4.0%4.6% during the supportable forecast period
Real GDP growth ranging from 5.7%(.3)% to 3.6%.2%
Prime rate of 3.25%from 6.6% to 7.0%
BBB corporate yield from 5.03% to 5.7%
Unemployment rate ranging from 4.6%3.5% to 4.0%3.7% during the supportable forecast period
Real GDP growth ranging from 10.7%1.5% to 1.7%2.7%
Prime rate of 3.25%from 4.9% to 6.2%
Prepayment assumptions
Commercial loans
5% for most loan pools
Personal banking loans
Ranging from 26.9%16.5% to 16.5%28.1% for most loan pools
62.2%67.7% for consumer credit cards
Commercial loans
5% for most loan pools
Personal banking loans
Ranging from 25.4%16.5% to 16.5%28.5% for most loan pools
60.1%67.0% for consumer credit cards
Qualitative factors
Added net reserves using qualitative processesfactors related to:
Loans originated in our expansion markets, loans that are designated as shared national credits, and certainCertain portfolios consideredsensitive to be COVID-19 impactedpandemic economic uncertainties
Changes in the composition of the loan portfolios
Uncertainty related to unusually high rate of inflation, geopolitical environment, and supply chain issues
Loans downgraded to special mention, substandard, or non-accrual status
Added net reserves using qualitative processesfactors related to:
Loans originated in our expansion markets, loans that are designated as shared national credits, and certainCertain portfolios consideredsensitive to be COVID-19 impactedpandemic economic uncertainties
Changes in the composition of the loan portfolios
Uncertainty related to unusually high rate of inflation, geopolitical environment, and supply chain issues
Loans downgraded to special mention, substandard, or non-accrual status

The liability for unfunded lending commitments utilizes the same model as the allowance for credit losses on loans, however, the liability for unfunded lending commitments incorporates an assumption for the portion of unfunded commitments that are expected to be funded.

Sensitivity in the Allowance for Credit Loss model
The allowance for credit losses is an estimate that requires significant judgment including projections of the macro-economic environment. The forecasted macro-economic environment continuously changes which can cause fluctuations in estimated expected credit losses.

The current forecast projects a continued recoverymild recession in 2023 due to high inflation, rising interest rates, supply chain difficulties and a weaker job market. The Russian invasion of Ukraine created additional uncertainty as the COVID-19 pandemic induced recession. This pandemic is unprecedented and information that could be used inworld responds to the estimation of the allowance for credit losses changes frequently. Trendseconomic impact. The geopolitical environment, trends in health conditions and vaccine distributionimpacted supply constraints could significantly modify economic projections used in the estimation of the allowance for credit losses.losses and liability for unfunded lending commitments.

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A summary of the activity in the allowance for credit losses on loans and the liability for unfunded lending commitments during the three and nine months ended September 30, 20212022 and 2020,2021, respectively, follows:

For the Three Months Ended September 30, 2021For the Nine Months Ended September 30, 2021For the Three Months Ended September 30, 2022For the Nine Months Ended September 30, 2022
(In thousands)(In thousands)CommercialPersonal Banking

Total
CommercialPersonal Banking

Total
(In thousands)CommercialPersonal Banking

Total
CommercialPersonal Banking

Total
ALLOWANCE FOR CREDIT LOSSES ON LOANSALLOWANCE FOR CREDIT LOSSES ON LOANSALLOWANCE FOR CREDIT LOSSES ON LOANS
Balance at beginning of periodBalance at beginning of period$98,038 $74,357 $172,395 $121,549 $99,285 $220,834 Balance at beginning of period$99,525 $38,514 $138,039 $97,776 $52,268 $150,044 
Provision for credit losses on loansProvision for credit losses on loans186 (6,147)(5,961)(28,302)(15,447)(43,749)Provision for credit losses on loans4,014 6,136 10,150 5,851 900 6,751 
Deductions:Deductions:Deductions:
Loans charged off Loans charged off190 6,387 6,577 692 27,694 28,386  Loans charged off509 6,721 7,230 893 20,539 21,432 
Less recoveries on loans Less recoveries on loans130 2,788 2,918 5,609 8,467 14,076  Less recoveries on loans56 2,362 2,418 352 7,662 8,014 
Net loan charge-offs (recoveries)60 3,599 3,659 (4,917)19,227 14,310 
Balance September 30, 2021$98,164 $64,611 $162,775 $98,164 $64,611 $162,775 
Net loan charge-offsNet loan charge-offs453 4,359 4,812 541 12,877 13,418 
Balance September 30, 2022Balance September 30, 2022$103,086 $40,291 $143,377 $103,086 $40,291 $143,377 
LIABILITY FOR UNFUNDED LENDING COMMITMENTSLIABILITY FOR UNFUNDED LENDING COMMITMENTSLIABILITY FOR UNFUNDED LENDING COMMITMENTS
Balance at beginning of periodBalance at beginning of period$23,350 $858 $24,208 $37,259 $1,048 $38,307 Balance at beginning of period$23,617 $1,290 $24,907 $23,271 $933 $24,204 
Provision for credit losses on unfunded lending commitmentsProvision for credit losses on unfunded lending commitments(1,564)140 (1,424)(15,473)(50)(15,523)Provision for credit losses on unfunded lending commitments5,182 (42)5,140 5,528 315 5,843 
Balance September 30, 2021$21,786 $998 $22,784 $21,786 $998 $22,784 
Balance September 30, 2022Balance September 30, 2022$28,799 $1,248 $30,047 $28,799 $1,248 $30,047 
ALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTSALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTS$119,950 $65,609 $185,559 $119,950 $65,609 $185,559 ALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTS$131,885 $41,539 $173,424 $131,885 $41,539 $173,424 

For the Three Months Ended September 30, 2020For the Nine Months Ended September 30, 2020For the Three Months Ended September 30, 2021For the Nine Months Ended September 30, 2021
(In thousands)(In thousands)CommercialPersonal Banking

Total
CommercialPersonal Banking

Total
(In thousands)CommercialPersonal Banking

Total
CommercialPersonal Banking

Total
ALLOWANCE FOR CREDIT LOSSES ON LOANSALLOWANCE FOR CREDIT LOSSES ON LOANSALLOWANCE FOR CREDIT LOSSES ON LOANS
Balance at end of prior period$130,553 $110,191 $240,744 $91,760 $68,922 $160,682 
Adoption of ASU 2016-13— — — (29,711)8,672 (21,039)
Balance at beginning of periodBalance at beginning of period$130,553 $110,191 $240,744 $62,049 $77,594 $139,643 Balance at beginning of period$98,038 $74,357 $172,395 $121,549 $99,285 $220,834 
Provision for credit losses on loansProvision for credit losses on loans(1,935)5,135 3,200 69,418 54,141 123,559 Provision for credit losses on loans186 (6,147)(5,961)(28,302)(15,447)(43,749)
Deductions:Deductions:Deductions:
Loans charged off Loans charged off357 10,292 10,649 4,159 32,127 36,286  Loans charged off190 6,387 6,577 692 27,694 28,386 
Less recoveries on loans Less recoveries on loans163 2,902 3,065 1,116 8,328 9,444  Less recoveries on loans130 2,788 2,918 5,609 8,467 14,076 
Net loan charge-offs194 7,390 7,584 3,043 23,799 26,842 
Balance September 30, 2020$128,424 $107,936 $236,360 $128,424 $107,936 $236,360 
Net loan charge-offs (recoveries)Net loan charge-offs (recoveries)60 3,599 3,659 (4,917)19,227 14,310 
Balance September 30, 2021Balance September 30, 2021$98,164 $64,611 $162,775 $98,164 $64,611 $162,775 
LIABILITY FOR UNFUNDED LENDING COMMITMENTSLIABILITY FOR UNFUNDED LENDING COMMITMENTSLIABILITY FOR UNFUNDED LENDING COMMITMENTS
Balance at end of prior period$34,052 $1,247 $35,299 $399 $676 $1,075 
Adoption of ASU 2016-13— — — 16,057 33 16,090 
Balance at beginning of periodBalance at beginning of period$34,052 $1,247 $35,299 $16,456 $709 $17,165 Balance at beginning of period$23,350 $858 $24,208 $37,259 $1,048 $38,307 
Provision for credit losses on unfunded lending commitmentsProvision for credit losses on unfunded lending commitments(60)(39)(99)17,536 499 18,035 Provision for credit losses on unfunded lending commitments(1,564)140 (1,424)(15,473)(50)(15,523)
Balance September 30, 2020$33,992 $1,208 $35,200 $33,992 $1,208 $35,200 
Balance September 30, 2021Balance September 30, 2021$21,786 $998 $22,784 $21,786 $998 $22,784 
ALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTSALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTS$162,416 $109,144 $271,560 $162,416 $109,144 $271,560 ALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTS$119,950 $65,609 $185,559 $119,950 $65,609 $185,559 

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Delinquent and non-accrual loans
The Company considers loans past due on the day following the contractual repayment date, if the contractual repayment was not received by the Company as of the end of the business day. The following table provides aging information on the Company’s past due and accruing loans, in addition to the balances of loans on non-accrual status, at September 30, 20212022 and December 31, 2020.2021.




(In thousands)



(In thousands)
Current or Less Than 30 Days Past Due

30 – 89
Days Past Due
90 Days Past Due and Still AccruingNon-accrual



Total



(In thousands)
Current or Less Than 30 Days Past Due

30 – 89
Days Past Due
90 Days Past Due and Still AccruingNon-accrual



Total
September 30, 2021
September 30, 2022September 30, 2022
Commercial:Commercial:Commercial:
BusinessBusiness$5,266,174 $3,029 $354 $8,293 $5,277,850 Business$5,513,234 $9,480 $536 $5,645 $5,528,895 
Real estate – construction and landReal estate – construction and land1,257,836    1,257,836 Real estate – construction and land1,206,395 560   1,206,955 
Real estate – businessReal estate – business2,935,233 2,042  577 2,937,852 Real estate – business3,307,921 23,557  149 3,331,627 
Personal Banking:Personal Banking:Personal Banking:
Real estate – personalReal estate – personal2,762,146 3,029 2,566 1,551 2,769,292 Real estate – personal2,847,665 10,506 2,958 1,390 2,862,519 
ConsumerConsumer2,029,109 18,147 2,303  2,049,559 Consumer2,091,670 21,135 3,566  2,116,371 
Revolving home equityRevolving home equity279,410 1,202 830  281,442 Revolving home equity284,595 541 890  286,026 
Consumer credit cardConsumer credit card560,685 4,848 4,443  569,976 Consumer credit card553,815 4,989 4,545  563,349 
OverdraftsOverdrafts4,294 289   4,583 Overdrafts2,830 343 43  3,216 
TotalTotal$15,094,887 $32,586 $10,496 $10,421 $15,148,390 Total$15,808,125 $71,111 $12,538 $7,184 $15,898,958 
December 31, 2020
December 31, 2021December 31, 2021
Commercial:Commercial:Commercial:
BusinessBusiness$6,517,838 $2,252 $3,473 $22,524 $6,546,087 Business$5,292,125 $3,621 $477 $7,312 $5,303,535 
Real estate – construction and landReal estate – construction and land1,021,592 — — 1,021,595 Real estate – construction and land1,117,434 832 — — 1,118,266 
Real estate – businessReal estate – business3,016,215 7,666 2,230 3,026,117 Real estate – business3,058,566 57 — 214 3,058,837 
Personal Banking:Personal Banking:Personal Banking:
Real estate – personalReal estate – personal2,808,886 6,521 2,837 1,786 2,820,030 Real estate – personal2,796,662 4,125 2,983 1,631 2,805,401 
ConsumerConsumer1,921,822 25,417 3,263 — 1,950,502 Consumer2,005,556 24,458 2,211 — 2,032,225 
Revolving home equityRevolving home equity305,037 1,656 390 — 307,083 Revolving home equity274,372 772 801 — 275,945 
Consumer credit cardConsumer credit card635,770 7,090 12,218 — 655,078 Consumer credit card565,335 4,821 5,254 — 575,410 
OverdraftsOverdrafts2,896 253 — — 3,149 Overdrafts6,425 315 — — 6,740 
TotalTotal$16,230,056 $50,855 $22,190 $26,540 $16,329,641 Total$15,116,475 $39,001 $11,726 $9,157 $15,176,359 

At September 30, 2021,2022, the Company had $5.5$4.1 million in non-accrual business loans that had no allowance for credit loss. At December 31, 2020,2021, the Company had $9.4$5.3 million in non-accrual business loans that had no allowance for credit loss. The Company did not record any interest income on non-accrual loans during the three and nine months ended September 30, 20212022 and 2020,2021, respectively.

Credit quality indicators
The following table provides information about the credit quality of the Commercial loan portfolio. The Company utilizes an internal risk rating system comprised of a series of grades to categorize loans according to perceived risk associated with the expectation of debt repayment based on borrower specific information including, but not limited to, current financial information, historical payment experience, industry information, collateral levels and collateral types. The “pass” category consists of a range of loan grades that reflect increasing, though still acceptable, risk. A loan is assigned the risk rating at origination and then monitored throughout the contractual term for possible risk rating changes. Movement of risk through the various grade levels in the “pass” category is monitored for early identification of credit deterioration. The “special mention” rating is applied to loans where the borrower exhibits negative financial trends due to borrower specific or systemic conditions that, if left uncorrected, threaten its capacity to meet its debt obligations. The borrower is believed to have sufficient financial flexibility to react to and resolve its negative financial situation. It is a transitional grade that is closely monitored for improvement or deterioration. The “substandard” rating is applied to loans where the borrower exhibits well-defined weaknesses that jeopardize its continued performance and are of a severity that the distinct possibility of default exists. Loans are placed on “non-accrual” when management does not expect to collect payments consistent with acceptable and agreed upon terms of repayment.

All loans are analyzed for risk rating updates annually. For larger loans, rating assessments may be more frequent if relevant information is obtained earlier through debt covenant monitoring or overall relationship management. Smaller loans
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are monitored as identified by the loan officer based on the risk profile of the individual borrower or if the loan becomes past due related to credit issues. Loans rated Special Mention, Substandard or Non-accrual are subject to quarterly review and monitoring processes. In addition to the regular monitoring performed by the lending personnel and credit committees, loans are subject to review by a credit review department which verifies the appropriateness of the risk ratings for the loans chosen as part of its risk-based review plan.

The risk category of loans in the Commercial portfolio as of September 30, 20212022 and December 31, 20202021 are as follows:

Term Loans Amortized Cost Basis by Origination YearTerm Loans Amortized Cost Basis by Origination Year
(In thousands)(In thousands)20212020201920182017PriorRevolving Loans Amortized Cost BasisTotal(In thousands)20222021202020192018PriorRevolving Loans Amortized Cost BasisTotal
September 30, 2021
September 30, 2022September 30, 2022
BusinessBusinessBusiness
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$1,134,349 $857,499 $719,076 $287,921 $184,147 $316,405 $1,662,395 $5,161,792  Pass$1,167,741 $902,680 $519,179 $396,052 $188,319 $255,455 $2,041,998 $5,471,424 
Special mention Special mention1,360 742 22,078 19,893 612 3,430 13,958 62,073  Special mention2,205 5,535 224 635 70 7,994 1,923 18,586 
Substandard Substandard3,489 9,371 7,961 4,124 11,444 9,298 45,692  Substandard6,600 5,409 794 3,690 2,817 10,064 3,866 33,240 
Non-accrual Non-accrual446 — 2,057 110 5,655 24 8,293  Non-accrual430 55 60 51 956 4,093 — 5,645 
Total Business: Total Business:$1,139,644 $867,612 $749,116 $313,995 $184,874 $336,934 $1,685,675 $5,277,850  Total Business:$1,176,976 $913,679 $520,257 $400,428 $192,162 $277,606 $2,047,787 $5,528,895 
Real estate-constructionReal estate-constructionReal estate-construction
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$448,441 $465,051 $141,423 $43,814 $2,691 $24,807 $27,175 $1,153,402  Pass$399,880 $560,930 $140,643 $26,840 $1,362 $2,208 $17,474 $1,149,337 
Special mention Special mention15,474 28,037 — 995 19,499 — — 64,005  Special mention— — — — — — — — 
Substandard Substandard239 11,767 — 15,226 13,197 — — 40,429  Substandard— 19,500 9,999 — 14,926 13,193 — 57,618 
Total Real estate-construction: Total Real estate-construction:$464,154 $504,855 $141,423 $60,035 $35,387 $24,807 $27,175 $1,257,836  Total Real estate-construction:$399,880 $580,430 $150,642 $26,840 $16,288 $15,401 $17,474 $1,206,955 
Real estate-businessReal estate-businessReal estate-business
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$424,347 $749,037 $577,966 $272,536 $209,234 $324,869 $57,801 $2,615,790  Pass$876,470 $641,482 $576,752 $468,588 $167,190 $292,556 $90,112 $3,113,150 
Special mention Special mention1,080 29,998 10,980 22,751 2,117 5,853 72,781  Special mention2,854 3,447 632 9,854 985 526 — 18,298 
Substandard Substandard17,021 64,197 11,834 30,993 68,664 52,183 3,812 248,704  Substandard— 30,992 61,356 11,437 33,977 62,268 — 200,030 
Non-accrual Non-accrual198 65 76 205 — 33 — 577  Non-accrual— — — — 140 — 149 
Total Real estate-business: Total Real estate-business:$442,646 $843,297 $600,856 $326,485 $280,015 $382,938 $61,615 $2,937,852  Total Real estate-business:$879,324 $675,921 $638,740 $489,879 $202,292 $355,359 $90,112 $3,331,627 
Commercial loansCommercial loansCommercial loans
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$2,007,137 $2,071,587 $1,438,465 $604,271 $396,072 $666,081 $1,747,371 $8,930,984  Pass$2,444,091 $2,105,092 $1,236,574 $891,480 $356,871 $550,219 $2,149,584 $9,733,911 
Special mention Special mention17,914 58,777 33,058 43,639 22,228 9,283 13,960 198,859  Special mention5,059 8,982 856 10,489 1,055 8,520 1,923 36,884 
Substandard Substandard20,749 85,335 19,795 50,343 81,866 63,627 13,110 334,825  Substandard6,600 55,901 72,149 15,127 51,720 85,525 3,866 290,888 
Non-accrual Non-accrual644 65 77 2,262 110 5,688 24 8,870  Non-accrual430 55 60 51 1,096 4,102 — 5,794 
Total Commercial loans: Total Commercial loans:$2,046,444 $2,215,764 $1,491,395 $700,515 $500,276 $744,679 $1,774,465 $9,473,538  Total Commercial loans:$2,456,180 $2,170,030 $1,309,639 $917,147 $410,742 $648,366 $2,155,373 $10,067,477 

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Term Loans Amortized Cost Basis by Origination YearTerm Loans Amortized Cost Basis by Origination Year
(In thousands)(In thousands)20202019201820172016PriorRevolving Loans Amortized Cost BasisTotal(In thousands)20212020201920182017PriorRevolving Loans Amortized Cost BasisTotal
December 31, 2020
December 31, 2021December 31, 2021
BusinessBusinessBusiness
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$2,472,419 $966,068 $438,557 $329,207 $163,357 $281,604 $1,619,680 $6,270,892  Pass$1,473,869 $704,157 $554,759 $248,739 $159,238 $270,454 $1,795,073 $5,206,289 
Special mention Special mention28,612 26,746 14,102 1,781 5,091 1,664 41,749 119,745  Special mention1,785 126 17,576 12,050 1,490 3,232 16,545 52,804 
Substandard Substandard17,246 21,985 5,076 2,675 3,578 13,390 68,976 132,926  Substandard836 1,191 8,855 4,936 10,775 10,536 37,130 
Non-accrual Non-accrual12,619 5,327 391 502 3,659 25 22,524  Non-accrual430 — 1,549 — 5,332 — 7,312 
Total Business: Total Business:$2,530,896 $1,014,800 $463,062 $334,054 $172,528 $300,317 $1,730,430 $6,546,087  Total Business:$1,476,920 $705,474 $581,191 $267,274 $160,729 $289,793 $1,822,154 $5,303,535 
Real estate-constructionReal estate-constructionReal estate-construction
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$483,302 $330,480 $56,747 $3,021 $24,426 $1,692 $27,356 $927,024  Pass$598,734 $346,507 $66,985 $2,110 $2,655 $2,252 $13,230 $1,032,473 
Special mention Special mention29,692 — 1,022 34,532 — — — 65,246  Special mention44,649 — — 985 — — — 45,634 
Substandard Substandard1,154 — 14,989 13,182 — — — 29,325  Substandard485 11,620 — 14,896 13,158 — — 40,159 
Total Real estate-construction: Total Real estate-construction:$514,148 $330,480 $72,758 $50,735 $24,426 $1,692 $27,356 $1,021,595  Total Real estate-construction:$643,868 $358,127 $66,985 $17,991 $15,813 $2,252 $13,230 $1,118,266 
Real estate- businessReal estate- businessReal estate- business
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$890,740 $666,399 $336,850 $241,656 $313,691 $199,534 $67,796 $2,716,666  Pass$775,561 $712,173 $551,697 $230,138 $170,888 $254,489 $76,641 $2,771,587 
Special mention Special mention8,936 21,734 49,580 6,597 17,504 1,309 3,002 108,662  Special mention4,011 30,322 10,500 37,576 2,068 2,103 86,581 
Substandard Substandard46,882 1,037 4,061 81,435 17,538 45,014 2,592 198,559  Substandard17,079 62,939 12,930 2,326 58,934 45,265 982 200,455 
Non-accrual Non-accrual478 188 1,480 — — 84 — 2,230  Non-accrual— — — 189 — 25 — 214 
Total Real-estate business: Total Real-estate business:$947,036 $689,358 $391,971 $329,688 $348,733 $245,941 $73,390 $3,026,117  Total Real-estate business:$796,651 $805,434 $575,127 $270,229 $231,890 $301,882 $77,624 $3,058,837 
Commercial loansCommercial loansCommercial loans
Risk Rating: Risk Rating: Risk Rating:
Pass Pass$3,846,461 $1,962,947 $832,154 $573,884 $501,474 $482,830 $1,714,832 $9,914,582  Pass$2,848,164 $1,762,837 $1,173,441 $480,987 $332,781 $527,195 $1,884,944 $9,010,349 
Special mention Special mention67,240 48,480 64,704 42,910 22,595 2,973 44,751 293,653  Special mention50,445 30,448 28,076 50,611 3,558 5,335 16,546 185,019 
Substandard Substandard65,282 23,022 24,126 97,292 21,116 58,404 71,568 360,810  Substandard18,400 75,750 21,785 22,158 72,093 56,040 11,518 277,744 
Non-accrual Non-accrual13,097 189 6,807 391 502 3,743 25 24,754  Non-accrual430 — 1,738 — 5,357 — 7,526 
Total Commercial loans: Total Commercial loans:$3,992,080 $2,034,638 $927,791 $714,477 $545,687 $547,950 $1,831,176 $10,593,799  Total Commercial loans:$2,917,439 $1,869,035 $1,223,303 $555,494 $408,432 $593,927 $1,913,008 $9,480,638 


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The credit quality of Personal Banking loans is monitored primarily on the basis of aging/delinquency, and this information is provided as of September 30, 20212022 and December 31, 20202021 below:

Term Loans Amortized Cost Basis by Origination YearTerm Loans Amortized Cost Basis by Origination Year
(In thousands)(In thousands)20212020201920182017PriorRevolving Loans Amortized Cost BasisTotal(In thousands)20222021202020192018PriorRevolving Loans Amortized Cost BasisTotal
September 30, 2021
September 30, 2022September 30, 2022
Real estate-personalReal estate-personalReal estate-personal
Current to 90 days past due Current to 90 days past due$509,080 $941,728 $379,912 $170,651 $158,655 $595,786 $9,363 $2,765,175  Current to 90 days past due$422,198 $602,071 $795,233 $299,702 $138,681 $590,278 $10,008 $2,858,171 
Over 90 days past due Over 90 days past due86 663 — 188 167 1,462 — 2,566  Over 90 days past due198 617 907 71 114 1,051 — 2,958 
Non-accrual Non-accrual— — 185 111 — 1,255 — 1,551  Non-accrual— — — 172 104 1,114 — 1,390 
Total Real estate-personal: Total Real estate-personal:$509,166 $942,391 $380,097 $170,950 $158,822 $598,503 $9,363 $2,769,292  Total Real estate-personal:$422,396 $602,688 $796,140 $299,945 $138,899 $592,443 $10,008 $2,862,519 
ConsumerConsumerConsumer
Current to 90 days past due Current to 90 days past due$441,146 $391,312 $221,490 $96,086 $59,935 $93,205 $744,082 $2,047,256  Current to 90 days past due$449,631 $409,063 $228,612 $122,966 $44,230 $71,452 $786,851 $2,112,805 
Over 90 days past due Over 90 days past due54 310 250 230 27 253 1,179 2,303  Over 90 days past due50 344 784 183 325 274 1,606 3,566 
Total Consumer: Total Consumer:$441,200 $391,622 $221,740 $96,316 $59,962 $93,458 $745,261 $2,049,559  Total Consumer:$449,681 $409,407 $229,396 $123,149 $44,555 $71,726 $788,457 $2,116,371 
Revolving home equityRevolving home equityRevolving home equity
Current to 90 days past due Current to 90 days past due$— $— $— $— $— $— $280,612 $280,612  Current to 90 days past due$— $— $— $— $— $— $285,136 $285,136 
Over 90 days past due Over 90 days past due— — — — — — 830 830  Over 90 days past due— — — — — — 890 890 
Total Revolving home equity: Total Revolving home equity:$— $— $— $— $— $— $281,442 $281,442  Total Revolving home equity:$— $— $— $— $— $— $286,026 $286,026 
Consumer credit cardConsumer credit cardConsumer credit card
Current to 90 days past due Current to 90 days past due$— $— $— $— $— $— $565,533 $565,533  Current to 90 days past due$— $— $— $— $— $— $558,804 $558,804 
Over 90 days past due Over 90 days past due— — — — — — 4,443 4,443  Over 90 days past due— — — — — — 4,545 4,545 
Total Consumer credit card: Total Consumer credit card:$— $— $— $— $— $— $569,976 $569,976  Total Consumer credit card:$— $— $— $— $— $— $563,349 $563,349 
OverdraftsOverdraftsOverdrafts
Current to 90 days past due Current to 90 days past due$4,583 $— $— $— $— $— $— $4,583  Current to 90 days past due$3,173 $— $— $— $— $— $— $3,173 
Over 90 days past due Over 90 days past due43 — — — — — — 43 
Total Overdrafts: Total Overdrafts:$4,583 $— $— $— $— $— $— $4,583  Total Overdrafts:$3,216 $— $— $— $— $— $— $3,216 
Personal banking loansPersonal banking loansPersonal banking loans
Current to 90 days past due Current to 90 days past due$954,809 $1,333,040 $601,402 $266,737 $218,590 $688,991 $1,599,590 $5,663,159  Current to 90 days past due$875,002 $1,011,134 $1,023,845 $422,668 $182,911 $661,730 $1,640,799 $5,818,089 
Over 90 days past due Over 90 days past due140 973 250 418 194 1,715 6,452 10,142  Over 90 days past due291 961 1,691 254 439 1,325 7,041 12,002 
Non-accrual Non-accrual— — 185 111 — 1,255 — 1,551  Non-accrual— — — 172 104 1,114 — 1,390 
Total Personal banking loans: Total Personal banking loans:$954,949 $1,334,013 $601,837 $267,266 $218,784 $691,961 $1,606,042 $5,674,852  Total Personal banking loans:$875,293 $1,012,095 $1,025,536 $423,094 $183,454 $664,169 $1,647,840 $5,831,481 
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Term Loans Amortized Cost Basis by Origination YearTerm Loans Amortized Cost Basis by Origination Year
(In thousands)(In thousands)20202019201820172016PriorRevolving Loans Amortized Cost BasisTotal(In thousands)20212020201920182017PriorRevolving Loans Amortized Cost BasisTotal
December 31, 2020
December 31, 2021December 31, 2021
Real estate-personalReal estate-personalReal estate-personal
Current to 90 days past due Current to 90 days past due$1,123,918 $488,379 $218,390 $201,971 $227,265 $544,008 $11,476 $2,815,407  Current to 90 days past due$690,058 $888,631 $354,292 $157,485 $149,391 $551,460 $9,470 $2,800,787 
Over 90 days past due Over 90 days past due534 375 281 411 388 848 — 2,837  Over 90 days past due133 1,150 298 124 97 1,181 — 2,983 
Non-accrual Non-accrual29 191 116 45 65 1,340 — 1,786  Non-accrual115 — 251 109 — 1,156 — 1,631 
Total Real estate-personal: Total Real estate-personal:$1,124,481 $488,945 $218,787 $202,427 $227,718 $546,196 $11,476 $2,820,030  Total Real estate-personal:$690,306 $889,781 $354,841 $157,718 $149,488 $553,797 $9,470 $2,805,401 
ConsumerConsumerConsumer
Current to 90 days past due Current to 90 days past due$536,799 $337,431 $161,337 $115,886 $75,769 $86,831 $633,186 $1,947,239  Current to 90 days past due$571,455 $348,774 $192,076 $79,887 $47,401 $78,088 $712,333 $2,030,014 
Over 90 days past due Over 90 days past due212 358 328 220 174 397 1,574 3,263  Over 90 days past due283 335 257 250 74 351 661 2,211 
Total Consumer: Total Consumer:$537,011 $337,789 $161,665 $116,106 $75,943 $87,228 $634,760 $1,950,502  Total Consumer:$571,738 $349,109 $192,333 $80,137 $47,475 $78,439 $712,994 $2,032,225 
Revolving home equityRevolving home equityRevolving home equity
Current to 90 days past due Current to 90 days past due$— $— $— $— $— $— $306,693 $306,693  Current to 90 days past due$— $— $— $— $— $— $275,144 $275,144 
Over 90 days past due Over 90 days past due— — — — — — 390 390  Over 90 days past due— — — — — — 801 801 
Total Revolving home equity: Total Revolving home equity:$— $— $— $— $— $— $307,083 $307,083  Total Revolving home equity:$— $— $— $— $— $— $275,945 $275,945 
Consumer credit cardConsumer credit cardConsumer credit card
Current to 90 days past due Current to 90 days past due$— $— $— $— $— $— $642,860 $642,860  Current to 90 days past due$— $— $— $— $— $— $570,156 $570,156 
Over 90 days past due Over 90 days past due— — — — — — 12,218 12,218  Over 90 days past due— — — — — — 5,254 5,254 
Total Consumer credit card: Total Consumer credit card:$— $— $— $— $— $— $655,078 $655,078  Total Consumer credit card:$— $— $— $— $— $— $575,410 $575,410 
OverdraftsOverdraftsOverdrafts
Current to 90 days past due Current to 90 days past due$3,149 $— $— $— $— $— $— $3,149  Current to 90 days past due$6,740 $— $— $— $— $— $— $6,740 
Total Overdrafts: Total Overdrafts:$3,149 $— $— $— $— $— $— $3,149  Total Overdrafts:$6,740 $— $— $— $— $— $— $6,740 
Personal banking loansPersonal banking loansPersonal banking loans
Current to 90 days past due Current to 90 days past due$1,663,866 $825,810 $379,727 $317,857 $303,034 $630,839 $1,594,215 $5,715,348  Current to 90 days past due$1,268,253 $1,237,405 $546,368 $237,372 $196,792 $629,548 $1,567,103 $5,682,841 
Over 90 days past due Over 90 days past due746 733 609 631 562 1,245 14,182 18,708  Over 90 days past due416 1,485 555 374 171 1,532 6,716 11,249 
Non-accrual Non-accrual29 191 116 45 65 1,340 — 1,786  Non-accrual115 — 251 109 — 1,156 — 1,631 
Total Personal banking loans: Total Personal banking loans:$1,664,641 $826,734 $380,452 $318,533 $303,661 $633,424 $1,608,397 $5,735,842  Total Personal banking loans:$1,268,784 $1,238,890 $547,174 $237,855 $196,963 $632,236 $1,573,819 $5,695,721 

Collateral-dependent loans
The Company's collateral-dependent loans are comprised of large loans on non-accrual status. The Company requires that collateral-dependent loans are either over-collateralized or carry collateral equal to the amortized cost of the loan. The following table presents the amortized cost basis of collateral-dependent loans as of September 30, 20212022 and December 31, 2020.2021.

(In thousands)(In thousands)Business AssetsBusiness Real EstateOil & Gas AssetsTotal(In thousands)Business AssetsOil & Gas AssetsTotal
September 30, 2021
September 30, 2022September 30, 2022
Commercial:Commercial:Commercial:
Business Business$2,056 $ $2,518 $4,574  Business$1,156 $1,966 $3,122 
TotalTotal$2,056 $ $2,518 $4,574 Total$1,156 $1,966 $3,122 
December 31, 2020
December 31, 2021December 31, 2021
Commercial:Commercial:Commercial:
BusinessBusiness$13,109 $— $2,695 $15,804 Business$1,604 $2,459 $4,063 
Real estate - business— 986 — 986 
TotalTotal$13,109 $986 $2,695 $16,790 Total$1,604 $2,459 $4,063 

Other Personal Banking loan information
As noted above, the credit quality of Personal Banking loans is monitored primarily on the basis of aging/delinquency, and this information is provided in the table in the above section on "Credit quality indicators." In addition, FICO scores are obtained and updated on a quarterly basis for most of the loans in the Personal Banking portfolio. This is a published credit score designed to measure the risk of default by taking into account various factors from a borrower's financial history and is considered supplementary information utilized by the Company, as management does not consider this information in evaluating the allowance for credit losses on loans. The Bank normally obtains a FICO score at the loan's origination and
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renewal dates, and updates are obtained on a quarterly basis. Excluded from the table below are certain personal real estate
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loans for which FICO scores are not obtained because the loans generally pertain to commercial customer activities and are often underwritten with other collateral considerations. These loans totaled $186.0$186.8 million at September 30, 20212022 and $191.1$185.6 million at December 31, 2020.2021. The table also excludes consumer loans related to the Company's patient healthcare loan program, which totaled $189.6$197.7 million at September 30, 20212022 and $188.1$186.6 million at December 31, 2020.2021. As the healthcare loans are guaranteed by the hospital, customer FICO scores are not obtained for these loans. The personal real estate loans and consumer loans excluded below totaled less than 7% of the Personal Banking portfolio. For the remainder of loans in the Personal Banking portfolio, the table below shows the percentage of balances outstanding at September 30, 20212022 and December 31, 20202021 by FICO score.

Personal Banking Loans Personal Banking Loans Personal Banking Loans
% of Loan Category% of Loan Category
Real Estate - PersonalConsumerRevolving Home EquityConsumer Credit CardReal Estate - PersonalConsumerRevolving Home EquityConsumer Credit Card
September 30, 2021
September 30, 2022September 30, 2022
FICO score:FICO score:FICO score:
Under 600Under 600.9 %1.7 %0.9 %3.3 %Under 6001.3 %1.8 %1.5 %3.6 %
600 - 659600 - 6592.0 3.8 2.3 11.3 600 - 6592.5 3.9 3.4 11.8 
660 - 719660 - 7197.8 14.2 9.2 30.8 660 - 7198.1 13.2 9.1 30.2 
720 - 779720 - 77924.4 25.0 21.0 28.5 720 - 77923.5 23.8 22.4 27.9 
780 and over780 and over64.9 55.3 66.6 26.1 780 and over64.6 57.3 63.6 26.5 
TotalTotal100.0 %100.0 %100.0 %100.0 %Total100.0 %100.0 %100.0 %100.0 %
December 31, 2020
December 31, 2021December 31, 2021
FICO score:FICO score:FICO score:
Under 600Under 600.8 %2.3 %1.3 %5.0 %Under 6001.0 %1.9 %0.9 %3.4 %
600 - 659600 - 6591.9 4.2 2.4 12.3 600 - 6592.4 3.9 2.6 11.3 
660 - 719660 - 7198.8 14.1 8.6 31.2 660 - 7197.4 13.8 9.4 29.9 
720 - 779720 - 77924.5 23.9 22.2 28.0 720 - 77925.2 25.3 20.4 28.2 
780 and over780 and over64.0 55.5 65.5 23.5 780 and over64.0 55.1 66.7 27.2 
TotalTotal100.0 %100.0 %100.0 %100.0 %Total100.0 %100.0 %100.0 %100.0 %

Troubled debt restructurings
Restructured loans are those extended to borrowers who are experiencing financial difficulty and who have been granted a concession. Restructured loans are placed on non-accrual status if the Company does not believe it probable that amounts due under the contractual terms will be collected. Commercial performing restructured loans are primarily comprised of certain business, construction and business real estate loans classified as substandard but renewed at rates judged to be non-market. These loans are performing in accordance with their modified terms, and because the Company believes it probable that all amounts due under the modified terms of the agreements will be collected, interest on these loans is being recognized on an accrual basis. Troubled debt restructurings also include certain credit card and other small consumer loans under various debt management and assistance programs. Modifications to these loans generally involve removing the available line of credit, placing loans on amortizing status, and lowering the contractual interest rate. Certain personal real estate, revolving home equity, and consumer loans were classified as consumer bankruptcy troubled debt restructurings because they were not reaffirmed by the borrower in bankruptcy proceedings. Interest on these loans is being recognized on an accrual basis, as the borrowers are continuing to make payments. Other consumer loans classified as troubled debt restructurings consist of various other workout arrangements with consumer customers.

(In thousands)(In thousands)September 30, 2021December 31, 2020(In thousands)September 30, 2022December 31, 2021
Accruing restructured loans:Accruing restructured loans:Accruing restructured loans:
Commercial$110,583 $117,740 Commercial$140,564 $46,867 
Assistance programs6,789 7,804 Assistance programs5,218 6,146 
Consumer bankruptcy2,327 2,841 
Other consumer2,293 2,353 Other consumer4,289 4,787 
Non-accrual loansNon-accrual loans7,866 9,889 Non-accrual loans5,510 7,087 
Total troubled debt restructuringsTotal troubled debt restructurings$129,858 $140,627 Total troubled debt restructurings$155,581 $64,887 
Section 4013 of the CARES Act was signed into law on March 27, 2020, and includesincluded a provision that short-term modifications are not troubled debt restructurings, if made on a good-faith basis in response to COVID-19 to borrowers who were current prior to December 31, 2019. The Company follows the guidanceelected such option under the CARES Act when determining if a
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customer’s modification is subject to troubled debt restructuring classification. If it is deemed the modification is not short-term, not COVID-19 related or the customer does not meet the criteria under the guidance to be scoped out of troubled debt restructuring classification, the Company will evaluate the loan modifications under its existing framework which requires modifications that result in a concession to a borrower experiencing financial difficulty be accounted for as a troubled debt restructuring.

The initial guidance issued under the CARES Act was due to expire on December 31, 2020. During January 2021, the Consolidated Appropriations Act, 2021 was enacted
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and extended through the end of 2021 the relief offered under the CARES Act related to the accounting and disclosure requirements for troubled debt restructurings as a result of COVID-19. The Company elected to adopt the extensionextend its application of this guidance.guidance through December 31, 2021. During the period covered by the CARES Act, if it was deemed that the loan modification was not short-term, not COVID-19 related or the customer does not meet the criteria under the guidance to be scoped out of troubled debt restructuring classification, the Company evaluated the loan modifications under its existing framework and accounted for the modification as a troubled debt restructuring.

The table below shows the balance of troubled debt restructurings by loan classification at September 30, 2021,2022, in addition to the outstanding balances of these restructured loans which the Company considers to have been in default at any time during the past twelve months. For purposes of this disclosure, the Company considers "default" to mean 90 days or more past due as to interest or principal.

(In thousands)(In thousands)September 30, 2021Balance 90 days past due at any time during previous 12 months(In thousands)September 30, 2022Balance 90 days past due at any time during previous 12 months
Commercial:Commercial:Commercial:
BusinessBusiness$53,850 $347 Business$10,958 $— 
Real estate - construction and landReal estate - construction and land10,104 — Real estate - construction and land10,054 — 
Real estate - businessReal estate - business53,240 198 Real estate - business124,046 — 
Personal Banking:Personal Banking:Personal Banking:
Real estate - personalReal estate - personal3,131 483 Real estate - personal2,894 653 
ConsumerConsumer2,865 177 Consumer18 — 
Revolving home equityRevolving home equity23 — Revolving home equity2,394 270 
Consumer credit cardConsumer credit card6,645 368 Consumer credit card5,217 364 
Total troubled debt restructuringsTotal troubled debt restructurings$129,858 $1,573 Total troubled debt restructurings$155,581 $1,287 

For those loans on non-accrual status also classified as restructured, the modification did not create any further financial effect on the Company as those loans were already recorded at net realizable value. For those performing commercial loans classified as restructured, there were no concessions involving forgiveness of principal or interest and, therefore, there was no financial impact to the Company as a result of modification to these loans. No financial impact resulted from those performing loans where the debt was not reaffirmed in bankruptcy, as no changes to loan terms occurred in that process. However, the effects of modifications to loans under various debt management and assistance programs were estimated to decrease interest income by approximately $815$663 thousand on an annual, pre-tax basis, compared to amounts contractually owed. Other modifications to consumer loans mainly involve extensions and other small modifications that did not include the forgiveness of principal or interest.

The allowance for credit losses related to troubled debt restructurings on non-accrual status is determined by individual evaluation, including collateral adequacy, using the same process as loans on non-accrual status which are not classified as troubled debt restructurings. Those performing loans classified as troubled debt restructurings are accruing loans which management expects to collect under contractual terms. Performing commercial loans having no other concessions granted other than being renewed at non-market interest rates are judged to have similar risk characteristics as non-troubled debt commercial loans and are collectively evaluated based on internal risk rating, loan type, delinquency, historical experience and current economic factors. Performing personal banking loans classified as troubled debt restructurings resulted from the borrower not reaffirming the debt during bankruptcy and have had no other concession granted, other than the Bank's future limitations on collecting payment deficiencies or in pursuing foreclosure actions. As such, they have similar risk characteristics as non-troubled debt personal banking loans and are evaluated collectively based on loan type, delinquency, historical experience and current economic factors.

If a troubled debt restructuring defaults and is already on non-accrual status, the allowance for credit losses continues to be based on individual evaluation, using discounted expected cash flows or the fair value of collateral. If an accruing troubled debt restructuring defaults, the loan's risk rating is downgraded to non-accrual status and the loan's related allowance for credit losses is determined based on individual evaluation, or if necessary, the loan is charged off and collection efforts begin.

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The Company had commitments of $245 thousand22.0 million at September 30, 20212022 to lend additional funds to borrowers with restructured loans. Additionally, the Company had commitments at September 30, 20212022 of $24.0 million related to letters of credit with an internal risk rating below substandard.

Loans held for sale
The Company designates certain long-term fixed rate personal real estate loans as held for sale, and the Company has elected the fair value option for these loans. The election of the fair value option aligns the accounting for these loans with the
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related economic hedges discussed in Note 11. The loans are primarily sold to Federal Home Loan Mortgage Corporation (FHLMC) and Federal National Mortgage Association (FNMA). At September 30, 2021,2022, the fair value of these loans was $12.0$1.4 million, and the unpaid principal balance was $11.6$1.5 million.

The Company also designates certain student loan originations as held for sale. The borrowers are credit-worthy students who are attending colleges and universities. The loans are intended to be sold in the secondary market, and the Company maintains contracts with Sallie Mae to sell the loans within 210 days after the last disbursement to the student. These loans are carried at lower of cost or fair value, which at September 30, 20212022 totaled $4.1$6.6 million.

At September 30, 2021,2022, none of the loans held for sale were on non-accrual status or 90 days past due and still accruing.accruing interest.
Foreclosed real estate/repossessed assets
The Company’s holdings of foreclosed real estate totaled $115$354 thousand and $93$115 thousand at September 30, 20212022 and December 31, 2020,2021, respectively. Personal property acquired in repossession, generally autos, totaled $1.0$1.7 million and $1.4$1.1 million at September 30, 20212022 and December 31, 2020,2021, respectively. Upon acquisition, these assets are recorded at fair value less estimated selling costs at the date of foreclosure, establishing a new cost basis. They are subsequently carried at the lower of this cost basis or fair value less estimated selling costs.

3. Investment Securities
Investment securities consisted of the following at September 30, 20212022 and December 31, 2020.2021.

(In thousands)(In thousands)September 30, 2021December 31, 2020(In thousands)September 30, 2022December 31, 2021
Available for sale debt securitiesAvailable for sale debt securities$14,165,656 $12,449,264 Available for sale debt securities$12,632,510 $14,450,027 
Trading debt securitiesTrading debt securities40,114 35,321 Trading debt securities39,222 46,235 
Equity securities:Equity securities:Equity securities:
Readily determinable fair valueReadily determinable fair value7,118 2,966 Readily determinable fair value6,106 7,153 
No readily determinable fair valueNo readily determinable fair value2,056 1,397 No readily determinable fair value2,848 2,049 
Other:Other:Other:
Federal Reserve Bank stockFederal Reserve Bank stock34,379 34,070 Federal Reserve Bank stock34,707 34,379 
Federal Home Loan Bank stockFederal Home Loan Bank stock10,185 10,307 Federal Home Loan Bank stock10,260 10,428 
Equity method investmentsEquity method investments1,834 18,000 Equity method investments1,434 1,834 
Private equity investmentsPrivate equity investments138,052 94,368 Private equity investments176,341 147,406 
Total investment securities (1)
Total investment securities (1)
$14,399,394 $12,645,693 
Total investment securities (1)
$12,903,428 $14,699,511 
(1)Accrued interest receivable totaled $39.4$39.6 million and $41.5$39.5 million at September 30, 20212022 and December 31, 2020,2021, respectively, and was included within other assets on the consolidated balance sheet.sheets.

The Company has elected to measure equity securities with no readily determinable fair value at cost minus impairment, if any, plus or minus changes resulting from observable price changes for the identical or similar investment of the same issuer. This portfolio includes the Company's holdings of Visa Class B shares, which have a carrying value of zero, as there have not been observable price changes in orderly transactions for identical or similar investments of the same issuer. During the period,nine months ended September 30, 2022, the Company did not record any impairment or other adjustments to the carrying amount of its portfolio of equity securities with no readily determinable fair value.

Other investment securities include Federal Reserve Bank (FRB) stock, Federal Home Loan Bank (FHLB) stock, equity method investments, and investments in portfolio concerns held by the Company's private equity subsidiary. FRB stock and FHLB stock are held for debt and regulatory purposes. Investment in FRB stock is based on the capital structure of the investing bank, and investment in FHLB stock is tied to the asset size of the borrowing bank and the level of borrowings from the FHLB. These holdings are carried at cost. Additionally, the Company's equity method investments are carried at cost, adjusted to reflect the Company's portion of income, loss, or dividends of the investee. These adjustments are included in non-interest income on the Company's income
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statement.income. The Company's private equity investments in the absence of readily ascertainable market values, are carried at estimated fair value.

The majority of the Company’s investment portfolio is comprised of available for sale debt securities, which are carried at fair value with changes in fair value reported in accumulated other comprehensive income (AOCI). A summary of the available for sale debt securities by maturity groupings as of September 30, 20212022 is shown below. The investment portfolio includes agency mortgage-backed securities, which are guaranteed by agencies such as FHLMC, FNMA, and Government National
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Mortgage Association (GNMA), in addition to non-agency mortgage-backed securities, which have no guarantee but are collateralized by commercial and residential mortgages. Also included are certain other asset-backed securities, which are primarily collateralized by credit cards, automobiles, student loans, and commercial loans. These securities differ from traditional debt securities primarily in that they may have uncertain maturity dates and are priced based on estimated prepayment rates on the underlying collateral.

(In thousands)(In thousands)Amortized
Cost
Fair
Value
(In thousands)Amortized
Cost
Fair
Value
U.S. government and federal agency obligations:U.S. government and federal agency obligations:U.S. government and federal agency obligations:
Within 1 yearWithin 1 year$79,731 $81,194 Within 1 year$159,019 $158,319 
After 1 but within 5 yearsAfter 1 but within 5 years454,372 479,137 After 1 but within 5 years735,831 705,287 
After 5 but within 10 yearsAfter 5 but within 10 years198,011 223,859 After 5 but within 10 years190,134 172,719 
Total U.S. government and federal agency obligationsTotal U.S. government and federal agency obligations732,114 784,190 Total U.S. government and federal agency obligations1,084,984 1,036,325 
Government-sponsored enterprise obligations:Government-sponsored enterprise obligations:Government-sponsored enterprise obligations:
After 5 but within 10 yearsAfter 5 but within 10 years4,987 4,545 
After 10 yearsAfter 10 years50,781 51,941 After 10 years50,750 38,630 
Total government-sponsored enterprise obligationsTotal government-sponsored enterprise obligations50,781 51,941 Total government-sponsored enterprise obligations55,737 43,175 
State and municipal obligations:State and municipal obligations:State and municipal obligations:
Within 1 yearWithin 1 year170,006 171,558 Within 1 year197,465 196,380 
After 1 but within 5 yearsAfter 1 but within 5 years785,942 813,597 After 1 but within 5 years666,078 636,464 
After 5 but within 10 yearsAfter 5 but within 10 years752,596 764,446 After 5 but within 10 years936,136 787,205 
After 10 yearsAfter 10 years410,023 405,475 After 10 years221,305 183,204 
Total state and municipal obligationsTotal state and municipal obligations2,118,567 2,155,076 Total state and municipal obligations2,020,984 1,803,253 
Mortgage and asset-backed securities:Mortgage and asset-backed securities:Mortgage and asset-backed securities:
Agency mortgage-backed securities Agency mortgage-backed securities5,943,839 5,974,802  Agency mortgage-backed securities5,230,550 4,445,519 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities1,228,509 1,225,091  Non-agency mortgage-backed securities1,449,021 1,235,584 
Asset-backed securities Asset-backed securities3,342,935 3,359,915  Asset-backed securities3,755,855 3,558,287 
Total mortgage and asset-backed securitiesTotal mortgage and asset-backed securities10,515,283 10,559,808 Total mortgage and asset-backed securities10,435,426 9,239,390 
Other debt securities:Other debt securities:Other debt securities:
Within 1 yearWithin 1 year113,944 115,321 Within 1 year50,783 50,639 
After 1 but within 5 yearsAfter 1 but within 5 years222,106 226,915 After 1 but within 5 years272,029 249,688 
After 5 but within 10 yearsAfter 5 but within 10 years255,052 253,271 After 5 but within 10 years247,121 202,706 
After 10 yearsAfter 10 years19,437 19,134 After 10 years9,260 7,334 
Total other debt securitiesTotal other debt securities610,539 614,641 Total other debt securities579,193 510,367 
Total available for sale debt securitiesTotal available for sale debt securities$14,027,284 $14,165,656 Total available for sale debt securities$14,176,324 $12,632,510 

Investments in U.S. government and federal agency obligations include U.S. Treasury inflation-protected securities, which totaled $387.1$368.7 million, at fair value, at September 30, 2021.2022. Interest paid on these securities increases with inflation and decreases with deflation, as measured by the non-seasonally adjusted Consumer Price Index.Index (CPI-U). At maturity, the principal paid is the greater of an inflation-adjusted principal or the original principal.

Allowance for credit losses on available for sale debt securities
The Company adopted ASU 2016-13, Measurement of Credit Losses on Financial Instruments, on January 1, 2020. The adoption of ASU 2016-13 had no impact to the Company's available for sale securities reported in its consolidated financial statements at January 1, 2020. For the nine months ended September 30, 2021 and 2020, the Company did not recognize a credit loss expense on any available for sale debt securities.

The Company’s model for establishing its allowance for credit losses uses cash flows projected to be received over the estimated life of the securities, discounted to present value, and compared to the current amortized cost bases of the securities. Securities for which fair value is less than amortized cost are reviewed for impairment. Special emphasis is placed on securities whose credit rating has fallen below Baa3 (Moody's) or BBB- (Standard & Poor's), whose fair values have fallen more than 20% below purchase price, or who have been identified based on management’s judgment. These securities are placed on a
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watch list and cash flow analyses are prepared on an individual security basis. Credit impairment is determinedCertain securities are analyzed using a projected cash flow model, discounted to present value, and compared to the current amortized cost bases of the securities. The model uses input factors such as cash flow projections, contractual payments required, expected delinquency rates, credit support from other tranches, prepayment speeds, collateral loss severity rates (including loan to values), and various other information related to the underlying collateral. Securities not analyzed using the cash flow model are analyzed by reviewing risk ratings, credit support agreements, and industry knowledge to project future cash flows and any possible credit impairment.

At September 30, 2021,2022, the fair value of securities on this watch list was $13.7 million$1.3 billion compared to $31.0$13.4 million at December 31, 2020.

Significant inputs2021. The majority of the securities included on the Company's watch list in the current quarter were experiencing unrealized loss positions due to the significant increase in interest rates and were analyzed outside of the cash flow model used atmodel. At September 30, 2021 to quantify credit losses were primarily credit support agreements, as2022, the securities on the Company's watch list at September 30, 2021that were not deemed to be solely related to increasing interest rates were securities backed by government-guaranteed student loans and are expected to perform as contractually required. As of September 30, 2021,2022, the Company did not identify any securities for which a credit loss exists.exists,
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and for the nine months ended September 30, 2022 and 2021, the Company did not recognize a credit loss expense on any available for sale debt securities.

The table below summarizes debt securities available for sale in an unrealized loss position, aggregated by length of loss period, for which an allowance for credit losses has not been recorded at September 30, 20212022 and December 31, 2020.2021. Unrealized losses on these available for sale securities have not been recognized into income because after review, the securities were deemed not to be impaired. The unrealized losses on these securities are primarily attributable to changes in interest rates and current market conditions. Additionally, management does not intend to sell the securities, and it is more likely than not that management will not be required to sell the securities prior to their anticipated recovery.

Less than 12 months12 months or longerTotalLess than 12 months12 months or longerTotal
(In thousands)
(In thousands)
   Fair ValueUnrealized
Losses
Fair ValueUnrealized
Losses
Fair ValueUnrealized
Losses
(In thousands)
   Fair ValueUnrealized
Losses
Fair ValueUnrealized
Losses
Fair ValueUnrealized
Losses
September 30, 2021
September 30, 2022September 30, 2022
U.S. government and federal agency obligationsU.S. government and federal agency obligations$695,272 $33,081 $283,593 $15,579 $978,865 $48,660 
Government-sponsored enterprise obligationsGovernment-sponsored enterprise obligations$19,249 $569 $ $ $19,249 $569 Government-sponsored enterprise obligations29,954 5,964 13,221 6,598 43,175 12,562 
State and municipal obligationsState and municipal obligations757,283 9,795 14,385 436 771,668 10,231 State and municipal obligations1,101,122 72,473 673,390 145,337 1,774,512 217,810 
Mortgage and asset-backed securities:Mortgage and asset-backed securities:Mortgage and asset-backed securities:
Agency mortgage-backed securities Agency mortgage-backed securities3,076,674 44,140 38,993 1,968 3,115,667 46,108  Agency mortgage-backed securities1,970,947 241,074 2,450,227 544,264 4,421,174 785,338 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities911,825 5,020   911,825 5,020  Non-agency mortgage-backed securities417,434 63,282 811,318 150,299 1,228,752 213,581 
Asset-backed securities Asset-backed securities1,024,409 3,609 107,526 705 1,131,935 4,314  Asset-backed securities2,145,330 92,243 1,381,680 105,368 3,527,010 197,611 
Total mortgage and asset-backed securitiesTotal mortgage and asset-backed securities5,012,908 52,769 146,519 2,673 5,159,427 55,442 Total mortgage and asset-backed securities4,533,711 396,599 4,643,225 799,931 9,176,936 1,196,530 
Other debt securitiesOther debt securities233,200 4,475 23,375 1,326 256,575 5,801 Other debt securities297,155 25,979 210,212 42,847 507,367 68,826 
TotalTotal$6,022,640 $67,608 $184,279 $4,435 $6,206,919 $72,043 Total$6,657,214 $534,096 $5,823,641 $1,010,292 $12,480,855 $1,544,388 
December 31, 2020
December 31, 2021December 31, 2021
U.S. government and federal agency obligationsU.S. government and federal agency obligations$296,492 $2,241 $— $— $296,492 $2,241 
Government-sponsored enterprise obligationsGovernment-sponsored enterprise obligations$19,720 $98 $— $— $19,720 $98 Government-sponsored enterprise obligations— — 18,899 919 18,899 919 
State and municipal obligationsState and municipal obligations45,622 230 — — 45,622 230 State and municipal obligations876,691 15,874 32,684 1,049 909,375 16,923 
Mortgage and asset-backed securities:Mortgage and asset-backed securities:Mortgage and asset-backed securities:
Agency mortgage-backed securities Agency mortgage-backed securities470,373 2,802 — — 470,373 2,802  Agency mortgage-backed securities3,333,691 59,044 265,835 8,720 3,599,526 67,764 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities112,861 380 — — 112,861 380  Non-agency mortgage-backed securities1,285,611 17,222 1,948 19 1,287,559 17,241 
Asset-backed securities Asset-backed securities21,360 56 253,734 2,617 275,094 2,673  Asset-backed securities2,518,935 19,201 87,893 525 2,606,828 19,726 
Total mortgage and asset-backed securitiesTotal mortgage and asset-backed securities604,594 3,238 253,734 2,617 858,328 5,855 Total mortgage and asset-backed securities7,138,237 95,467 355,676 9,264 7,493,913 104,731 
Other debt securitiesOther debt securities24,522 175 — — 24,522 175 Other debt securities270,409 5,098 58,574 3,017 328,983 8,115 
TotalTotal$694,458 $3,741 $253,734 $2,617 $948,192 $6,358 Total$8,581,829 $118,680 $465,833 $14,249 $9,047,662 $132,929 

The entire available for sale debt portfolio included $6.2$12.5 billion of securities that were in a loss position at September 30, 2021,2022, compared to $948.2 million$9.0 billion at December 31, 2020.2021.  The total amount of unrealized loss on these securities was $72.0 million$1.5 billion at September 30, 2021,2022, an increase of $65.7 million$1.4 billion compared to the unrealized loss at December 31, 2020.2021.  Securities with significant unrealized losses are discussed in the "Allowance for credit losses on available for sale debt securities" section above.

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For debt securities classified as available for sale, the following tables showtable shows the amortized cost, fair value, and allowance for credit losses of securities available for sale at September 30, 20212022 and December 31, 2020,2021, and the corresponding amounts of gross unrealized gains and losses (pre-tax) in AOCI, by security type.

(In thousands)
(In thousands)
Amortized CostGross
Unrealized
Gains
Gross
Unrealized
Losses
Allowance for Credit LossesFair Value
(In thousands)
Amortized CostGross
Unrealized
Gains
Gross
Unrealized
Losses
Allowance for Credit LossesFair Value
September 30, 2021
September 30, 2022September 30, 2022
U.S. government and federal agency obligationsU.S. government and federal agency obligations$732,114 $52,076 $ $ $784,190 U.S. government and federal agency obligations$1,084,984 $1 $(48,660)$ $1,036,325 
Government-sponsored enterprise obligationsGovernment-sponsored enterprise obligations50,781 1,729 (569) 51,941 Government-sponsored enterprise obligations55,737  (12,562) 43,175 
State and municipal obligationsState and municipal obligations2,118,567 46,740 (10,231) 2,155,076 State and municipal obligations2,020,984 79 (217,810) 1,803,253 
Mortgage and asset-backed securities:Mortgage and asset-backed securities:Mortgage and asset-backed securities:
Agency mortgage-backed securities Agency mortgage-backed securities5,943,839 77,071 (46,108) 5,974,802  Agency mortgage-backed securities5,230,550 307 (785,338) 4,445,519 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities1,228,509 1,602 (5,020) 1,225,091  Non-agency mortgage-backed securities1,449,021 144 (213,581) 1,235,584 
Asset-backed securities Asset-backed securities3,342,935 21,294 (4,314) 3,359,915  Asset-backed securities3,755,855 43 (197,611) 3,558,287 
Total mortgage and asset-backed securitiesTotal mortgage and asset-backed securities10,515,283 99,967 (55,442) 10,559,808 Total mortgage and asset-backed securities10,435,426 494 (1,196,530) 9,239,390 
Other debt securitiesOther debt securities610,539 9,903 (5,801) 614,641 Other debt securities579,193  (68,826) 510,367 
TotalTotal$14,027,284 $210,415 $(72,043)$ $14,165,656 Total$14,176,324 $574 $(1,544,388)$ $12,632,510 
December 31, 2020
December 31, 2021December 31, 2021
U.S. government and federal agency obligationsU.S. government and federal agency obligations$775,592 $62,467 $— $— $838,059 U.S. government and federal agency obligations$1,035,477 $47,484 $(2,241)$— $1,080,720 
Government-sponsored enterprise obligationsGovernment-sponsored enterprise obligations50,803 3,780 (98)— 54,485 Government-sponsored enterprise obligations50,773 1,901 (919)— 51,755 
State and municipal obligationsState and municipal obligations1,968,006 77,323 (230)— 2,045,099 State and municipal obligations2,072,210 41,540 (16,923)— 2,096,827 
Mortgage and asset-backed securities:Mortgage and asset-backed securities:Mortgage and asset-backed securities:
Agency mortgage-backed securities Agency mortgage-backed securities6,557,098 157,789 (2,802)— 6,712,085  Agency mortgage-backed securities5,698,088 52,676 (67,764)— 5,683,000 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities358,074 3,380 (380)— 361,074  Non-agency mortgage-backed securities1,383,037 681 (17,241)— 1,366,477 
Asset-backed securities Asset-backed securities1,853,791 31,125 (2,673)— 1,882,243  Asset-backed securities3,546,024 12,921 (19,726)— 3,539,219 
Total mortgage and asset-backed securitiesTotal mortgage and asset-backed securities8,768,963 192,294 (5,855)— 8,955,402 Total mortgage and asset-backed securities10,627,149 66,278 (104,731)— 10,588,696 
Other debt securitiesOther debt securities534,169 22,225 (175)— 556,219 Other debt securities633,524 6,620 (8,115)— 632,029 
TotalTotal$12,097,533 $358,089 $(6,358)$— $12,449,264 Total$14,419,133 $163,823 $(132,929)$— $14,450,027 

The following tables presenttable presents proceeds from sales of securities and the components of investment securities gains and losses which have been recognized in earnings.

For the Nine Months Ended September 30For the Nine Months Ended September 30
(In thousands)(In thousands)20212020(In thousands)20222021
Proceeds from sales of securities:Proceeds from sales of securities:Proceeds from sales of securities:
Available for sale debt securitiesAvailable for sale debt securities$ $574,374 Available for sale debt securities$85,023 $— 
Equity securities 
Other10,060 — 
Other investmentsOther investments3,907 10,060 
Total proceedsTotal proceeds$10,060 $574,376 Total proceeds$88,930 $10,060 
Investment securities gains (losses), net:Investment securities gains (losses), net:Investment securities gains (losses), net:
Available for sale debt securities:Available for sale debt securities:Available for sale debt securities:
Gains realized on sales$ $16,965 
Losses realized on salesLosses realized on sales$(20,274)$— 
Equity securities:Equity securities:Equity securities:
Gains realized on sales 
Fair value adjustments, net Fair value adjustments, net152 (126) Fair value adjustments, net(1,048)152 
Other:Other:Other:
Gains realized on sales Gains realized on sales1,611 —  Gains realized on sales104 1,611 
Losses realized on sales Losses realized on sales(4,313)— 
Fair value adjustments, netFair value adjustments, net38,002 (18,116)Fair value adjustments, net37,133 38,002 
Total investment securities gains (losses), net$39,765 $(1,275)
Total investment securities gains, netTotal investment securities gains, net$11,602 $39,765 

Net gains on investment securities for the nine months ended September 30, 20212022 were mainly comprised of gainslosses of $1.6$20.3 million realized on thesales of available for sale securities, net losses of a$4.3 million on sales of private equity investmentinvestments, and net losses in fair value of $1.0 million on equity investments, offset by net gains in fair value of $38.0$37.1 million on private equity investments, due to fair value adjustments.
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At September 30, 2021,2022, securities totaling $5.7$4.8 billion in fair value were pledged to secure public fund deposits, securities sold under agreements to repurchase, trust funds, and borrowings at the FRB and FHLB, compared to $4.8$6.4 billion at December 31, 2020.2021. Securities pledged under agreements pursuant to which the collateral may be sold or re-pledged by the secured parties approximated $213.1$208.3 million, while the remaining securities were pledged under agreements pursuant to which the secured parties may not sell or re-pledge the collateral. Except for obligations of the U.S. Treasury and various government-sponsored enterprises such as FNMA, FHLB and FHLMC, no investment in a single issuer exceeded 10% of stockholders’ equity.

4. Goodwill and Other Intangible Assets
The following table presents information about the Company's intangible assets which have estimable useful lives.

September 30, 2021December 31, 2020September 30, 2022December 31, 2021
(In thousands)
(In thousands)
Gross Carrying AmountAccumulated AmortizationValuation AllowanceNet AmountGross Carrying AmountAccumulated AmortizationValuation AllowanceNet Amount
(In thousands)
Gross Carrying AmountAccumulated AmortizationValuation AllowanceNet AmountGross Carrying AmountAccumulated AmortizationValuation AllowanceNet Amount
Amortizable intangible assets:Amortizable intangible assets:Amortizable intangible assets:
Core deposit premiumCore deposit premium$31,270 $(30,186)$ $1,084 $31,270 $(29,912)$— $1,358 Core deposit premium$31,270 $(30,499)$ $771 $31,270 $(30,266)$— $1,004 
Mortgage servicing rightsMortgage servicing rights19,747 (8,990)(983)9,774 15,238 (6,886)(2,103)6,249 Mortgage servicing rights22,161 (10,933) 11,228 20,870 (9,600)(304)10,966 
TotalTotal$51,017 $(39,176)$(983)$10,858 $46,508 $(36,798)$(2,103)$7,607 Total$53,431 $(41,432)$ $11,999 $52,140 $(39,866)$(304)$11,970 

Aggregate amortization expense on intangible assets was $682$456 thousand and $859$682 thousand for the three month periods ended September 30, 20212022 and 2020,2021, respectively, and $2.4$1.6 million and $1.6$2.4 million for the nine month periods ended September 30, 20212022 and 2020,2021, respectively. The following table shows the estimated annual amortization expense for the next five fiscal years. This expense is based on existing asset balances and the interest rate environment as of September 30, 2021.2022. The Company’s actual amortization expense in any given period may be different from the estimated amounts depending upon the acquisition of intangible assets, changes in mortgage interest rates, prepayment rates and other market conditions.

(In thousands) (In thousands) (In thousands)
2021$2,929 
202220221,799 2022$1,945 
202320231,498 20231,389 
202420241,244 20241,242 
202520251,027 20251,098 
20262026960 

Changes in the carrying amount of goodwill and net other intangible assets for the nine month period ended September 30, 20212022 are as follows:

(In thousands)GoodwillEasementCore Deposit PremiumMortgage Servicing Rights
Balance January 1, 2021$138,921 $3,600 $1,358 $6,249 
Originations— — — 4,509 
Amortization— — (274)(2,104)
Impairment reversal— — — 1,120 
Balance September 30, 2021$138,921 $3,600 $1,084 $9,774 
(In thousands)GoodwillEasementCore Deposit PremiumMortgage Servicing Rights
Balance January 1, 2022$138,921 $3,600 $1,004 $10,966 
Originations, net of disposals— — — 1,291 
Amortization— — (233)(1,333)
Impairment recovery— — — 304 
Balance September 30, 2022$138,921 $3,600 $771 $11,228 

Goodwill allocated to the Company’s operating segments at September 30, 20212022 and December 31, 20202021 is shown below.

(In thousands)
Consumer segment$70,721 
Commercial segment67,454 
Wealth segment746 
Total goodwill$138,921 

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5. Guarantees
The Company, as a provider of financial services, routinely issues financial guarantees in the form of financial and performance standby letters of credit. Standby letters of credit are contingent commitments issued by the Company generally to guarantee the payment or performance obligation of a customer to a third party. While these represent a potential outlay by the Company, a significant amount of the commitments may expire without being drawn upon. The Company has recourse against the customer for any amount it is required to pay to a third party under a standby letter of credit. The letters of credit are subject to the same credit policies, underwriting standards and approval process as loans made by the Company. Most of the standby letters of credit are secured, and in the event of nonperformance by customers, the Company has rights to the underlying collateral, which could include commercial real estate, physical plant and property, inventory, receivables, cash and marketable securities.

Upon issuance of standby letters of credit, the Company recognizes a liability for the fair value of the obligation undertaken, which is estimated to be equivalent to the amount of fees received from the customer over the life of the agreement. At September 30, 2021,2022, that net liability was $3.1$3.6 million, which will be accreted into income over the remaining life of the respective commitments. The contractual amount of these letters of credit, which represents the maximum potential future payments guaranteed by the Company, was $423.6$516.2 million at September 30, 2021.2022.

The Company periodically enters into credit risk participation agreements (RPAs) as a guarantor to other financial institutions, in order to mitigate those institutions’ credit risk associated with interest rate swaps with third parties. The RPA stipulates that, in the event of default by the third party on the interest rate swap, the Company will reimburse a portion of the loss borne by the financial institution. These interest rate swaps are normally collateralized (generally with real property, inventories and equipment) by the third party, which limits the credit risk associated with the Company’s RPAs. The third parties usually have other borrowing relationships with the Company. The Company monitors overall borrower collateral and at September 30, 2021,2022, believes sufficient collateral is available to cover potential swap losses. The RPAs are carried at fair value throughout their term with all changes in fair value, including those due to a change in the third party’s creditworthiness, recorded in current earnings. The terms of the RPAs, which correspond to the terms of the underlying swaps, range from 2 years to 15 years. At September 30, 2021,2022, the fair value of the Company's guarantee liabilities for RPAs was $283$94 thousand, and the notional amount of the underlying swaps was $268.1$376.4 million. The maximum potential future payment guaranteed by the Company cannot be readily estimated but is dependent upon the fair value of the interest rate swaps at the time of default.


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6. Leases
The Company has net investments in direct financing and sales-type leases to commercial, industrial, and tax-exempt entities. These leases are included within business loans on the Company's consolidated balance sheets. The Company primarily leases various types of equipment, trucks and trailers, and office furniture and fixtures. Lease agreements may include options for the lessee to renew or purchase the leased equipment at the end of the lease term. The Company has elected to adopt the lease component expedient in which the lease and nonlease components are combined into the total lease receivable. The Company also leases office space to third parties, and these leases are classified as operating leases. The leases may include options to renew or expand the leased space, and currently the leases have remaining terms of 3 months1 month to 6 years.

The following table provides the components of lease income.

For the Three Months Ended September 30For the Nine Months Ended September 30For the Three Months Ended September 30For the Nine Months Ended September 30
(in thousands)(in thousands)2021202020212020(in thousands)2022202120222021
Direct financing and sales-type leasesDirect financing and sales-type leases$5,482 $6,437 $17,398 $19,099 Direct financing and sales-type leases$5,477 $5,482 $15,838 $17,398 
Operating leases(a)
Operating leases(a)
1,717 2,270 5,721 6,491 
Operating leases(a)
2,175 1,717 6,517 5,721 
Total lease incomeTotal lease income$7,199 $8,707 $23,119 $25,590 Total lease income$7,652 $7,199 $22,355 $23,119 
(a) Includes rent from Tower Properties Company, a related party, of $19 thousand for the three month periods ended September 30, 20212022 and 2020,2021, and $57 thousand for the nine months ended September 30, 20212022 and 2020.2021.

7. Pension
The amount of net pension cost is shown in the table below:

For the Three Months Ended September 30For the Nine Months Ended September 30For the Three Months Ended September 30For the Nine Months Ended September 30
(In thousands)(In thousands)2021202020212020(In thousands)2022202120222021
Service cost - benefits earned during the periodService cost - benefits earned during the period$95 $93 $284 $295 Service cost - benefits earned during the period$128 $95 $391 $284 
Interest cost on projected benefit obligationInterest cost on projected benefit obligation514 818 1,626 2,463 Interest cost on projected benefit obligation713 514 2,043 1,626 
Expected return on plan assetsExpected return on plan assets(1,151)(1,317)(3,399)(3,911)Expected return on plan assets(1,135)(1,151)(3,386)(3,399)
Amortization of prior service costAmortization of prior service cost(67)(67)(203)(203)Amortization of prior service cost(68)(67)(203)(203)
Amortization of unrecognized net lossAmortization of unrecognized net loss669 503 1,971 1,587 Amortization of unrecognized net loss470 669 1,465 1,971 
Net periodic pension costNet periodic pension cost$60 $30 $279 $231 Net periodic pension cost$108 $60 $310 $279 

All benefits accrued under the Company’s defined benefit pension plan have been frozen since January 1, 2011. During the first nine months of 2021,2022, the Company made 0no funding contributions to its defined benefit pension plan and made minimal funding contributions to a supplemental executive retirement plan (the CERP), which carries no segregated assets.


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8. Common Stock *
Presented below is a summary of the components used to calculate basic and diluted income per share. The Company applies the two-class method of computing income per share, as nonvested share-based awards that pay nonforfeitable common stock dividends are considered securities which participate in undistributed earnings with common stock. The two-class method requires the calculation of separate income per share amounts for the nonvested share-based awards and for common stock. Income per share attributable to common stock is shown in the table below. Nonvested share-based awards are further discussed in Note 13.

For the Three Months Ended September 30For the Nine Months Ended September 30For the Three Months Ended September 30For the Nine Months Ended September 30
(In thousands, except per share data)(In thousands, except per share data)2021202020212020(In thousands, except per share data)2022202120222021
Basic income per common share:Basic income per common share:Basic income per common share:
Net income attributable to Commerce Bancshares, Inc.Net income attributable to Commerce Bancshares, Inc.$122,561 $132,448 $415,859 $224,168 Net income attributable to Commerce Bancshares, Inc.$122,823 $122,561 $356,771 $415,859 
Less preferred stock dividends 7,466  11,966 
Net income available to common shareholders122,561 124,982 415,859 212,202 
Less income allocated to nonvested restricted stockLess income allocated to nonvested restricted stock1,114 1,173 3,792 1,996 Less income allocated to nonvested restricted stock1,119 1,114 3,241 3,792 
Net income allocated to common stock Net income allocated to common stock$121,447 $123,809 $412,067 $210,206  Net income allocated to common stock$121,704 $121,447 $353,530 $412,067 
Weighted average common shares outstandingWeighted average common shares outstanding115,836 116,256 116,085 116,391 Weighted average common shares outstanding118,895 121,628 119,619 121,889 
Basic income per common share Basic income per common share$1.05 $1.06 $3.55 $1.80  Basic income per common share$1.03 $1.00 $2.96 $3.38 
Diluted income per common share:Diluted income per common share:Diluted income per common share:
Net income available to common shareholders$122,561 $124,982 $415,859 $212,202 
Net income attributable to Commerce Bancshares, Inc.Net income attributable to Commerce Bancshares, Inc.$122,823 $122,561 $356,771 $415,859 
Less income allocated to nonvested restricted stockLess income allocated to nonvested restricted stock1,112 1,170 3,785 1,993 Less income allocated to nonvested restricted stock1,118 1,112 3,236 3,785 
Net income allocated to common stock Net income allocated to common stock$121,449 $123,812 $412,074 $210,209  Net income allocated to common stock$121,705 $121,449 $353,535 $412,074 
Weighted average common shares outstandingWeighted average common shares outstanding115,836 116,256 116,085 116,391 Weighted average common shares outstanding118,895 121,628 119,619 121,889 
Net effect of the assumed exercise of stock-based awards - based on the
treasury stock method using the average market price for the respective periods241 188 280 219 
Net effect of the assumed exercise of stock-based awards - based on the treasury stock method using the average market price for the respective periodsNet effect of the assumed exercise of stock-based awards - based on the treasury stock method using the average market price for the respective periods264 253 274 294 
Weighted average diluted common shares outstanding Weighted average diluted common shares outstanding116,077 116,444 116,365 116,610  Weighted average diluted common shares outstanding119,159 121,881 119,893 122,183 
Diluted income per common share Diluted income per common share$1.05 $1.06 $3.54 $1.80  Diluted income per common share$1.02 $.99 $2.95 $3.37 

Unexercised stock appreciation rights of 94167 thousand and 41399 thousand for the three month periods ended September 30, 20212022 and 2020,2021, respectively, and 58152 thousand and 29561 thousand for the nine month periods ended September 30, 20212022 and 2020,2021, respectively, were excluded from the computation of diluted income per common share because their inclusion would have been anti-dilutive.
On September 1, 2020, the Company redeemed all outstanding shares of its 6.00% Series B Non-Cumulative Perpetual Preferred Stock, $1.00 par value per share (Series B Preferred Stock) and the corresponding depositary shares representing fractional interests in the Series B Preferred Stock (Series B Depositary Shares).

* All prior year share and per share amounts in this note have been restated for the 5% common stock dividend distributed in December 2020.2021.

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9. Accumulated Other Comprehensive Income
The table below shows the activity and accumulated balances for components of other comprehensive income. The largest component is the unrealized holding gains and losses on available for sale debt securities. Another component is the amortization from other comprehensive income of losses associated with pension benefits, which occurs as the losses are included in current net periodic pension cost. The remaining component is gains and losses in fair value on certain interest rate floors that have been designated as cash flow hedging instruments. The interest rate floors were terminated during 2020, and the realized gains will be amortized into interest income through the original maturity dates of the interest rate floors. Information about unrealized gains and losses on securities can be found in Note 3, and information about unrealized gains and losses on cash flow hedge derivatives is located in Note 11.

Unrealized Gains (Losses) on Securities (1)Pension LossUnrealized Gains (Losses) on Cash Flow Hedge Derivatives (2)Total Accumulated Other Comprehensive Income (Loss)Unrealized Gains (Losses) on Securities (1)Pension LossUnrealized Gains (Losses) on Cash Flow Hedge Derivatives (2)Total Accumulated Other Comprehensive Income (Loss)
(In thousands)(In thousands)(In thousands)
Balance January 1, 2022Balance January 1, 2022$23,174 $(20,668)$74,574 $77,080 
Other comprehensive loss before reclassifications to current earningsOther comprehensive loss before reclassifications to current earnings(1,594,981) (3,464)(1,598,445)
Amounts reclassified to current earnings from accumulated other comprehensive incomeAmounts reclassified to current earnings from accumulated other comprehensive income20,274 1,262 (18,322)3,214 
Current period other comprehensive income (loss), before tax Current period other comprehensive income (loss), before tax(1,574,707)1,262 (21,786)(1,595,231)
Income tax (expense) benefitIncome tax (expense) benefit393,676 (315)5,446 398,807 
Current period other comprehensive income (loss), net of tax Current period other comprehensive income (loss), net of tax(1,181,031)947 (16,340)(1,196,424)
Balance September 30, 2022Balance September 30, 2022$(1,157,857)$(19,721)$58,234 $(1,119,344)
Balance January 1, 2021Balance January 1, 2021$263,801 $(25,118)$92,694 $331,377 Balance January 1, 2021$263,801 $(25,118)$92,694 $331,377 
Other comprehensive loss before reclassifications to current earningsOther comprehensive loss before reclassifications to current earnings(213,362)  (213,362)Other comprehensive loss before reclassifications to current earnings(213,362)— — (213,362)
Amounts reclassified to current earnings from accumulated other comprehensive incomeAmounts reclassified to current earnings from accumulated other comprehensive income 1,768 (18,024)(16,256)Amounts reclassified to current earnings from accumulated other comprehensive income— 1,768 (18,024)(16,256)
Current period other comprehensive income (loss), before tax Current period other comprehensive income (loss), before tax(213,362)1,768 (18,024)(229,618) Current period other comprehensive income (loss), before tax(213,362)1,768 (18,024)(229,618)
Income tax (expense) benefitIncome tax (expense) benefit53,343 (442)4,506 57,407 Income tax (expense) benefit53,343 (442)4,506 57,407 
Current period other comprehensive income (loss), net of tax Current period other comprehensive income (loss), net of tax(160,019)1,326 (13,518)(172,211) Current period other comprehensive income (loss), net of tax(160,019)1,326 (13,518)(172,211)
Balance September 30, 2021Balance September 30, 2021$103,782 $(23,792)$79,176 $159,166 Balance September 30, 2021$103,782 $(23,792)$79,176 $159,166 
Balance January 1, 2020$102,073 $(21,940)$30,311 $110,444 
Other comprehensive income before reclassifications to current earnings237,583 — 94,702 332,285 
Amounts reclassified to current earnings from accumulated other comprehensive income(16,965)1,384 (6,050)(21,631)
Current period other comprehensive income, before tax220,618 1,384 88,652 310,654 
Income tax expense(55,154)(346)(22,163)(77,663)
Current period other comprehensive income, net of tax165,464 1,038 66,489 232,991 
Balance September 30, 2020$267,537 $(20,902)$96,800 $343,435 
(1) The pre-tax amounts reclassified from accumulated other comprehensive income to current earnings are included in "investment securities gains (losses), net" in the consolidated statements of income.
(2) The pre-tax amounts reclassified from accumulated other comprehensive income to current earnings are included in "interest and fees on loans" in the consolidated statements of income.


10. Segments
The Company segregates financial information for use in assessing its performance and allocating resources among 3three operating segments: Consumer, Commercial and Wealth. The Consumer segment consists of various consumer loan and deposit products offered through its retail branch network of approximately 155150 locations.  This segment also includes indirect and other consumer loan financing businesses, along with debit and credit card loan and fee businesses.  Residential mortgage origination, sales and servicing functions are included in this Consumer segment, but residential mortgage loans retained by the Company are not considered part of this segment and are instead included in the Other/Elimination column.  The Commercial segment provides corporate lending (including the Small Business Banking product line within the branch network), leasing, and international services, along with business and governmental deposit products and commercial cash management services.  This segment also includes both merchant and commercial bank card products as well as the Capital Markets Group, which sells fixed income securities and provides securities safekeeping and accounting services to its business and correspondent bank customers.  The Wealth segment provides traditional trust and estate planning, advisory and discretionary investment management, and brokerage services.  This segment also provides various loan and deposit related services to its private banking customers.

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The following table presents selected financial information by segment and reconciliations of combined segment totals to consolidated totals. There were no material intersegment revenues between the three segments. Management periodically makes changes to methods of assigning costs and income to its business segments to better reflect operating results. If appropriate, these changes are reflected in prior year information presented below.


(In thousands)

(In thousands)
ConsumerCommercialWealthSegment TotalsOther/EliminationConsolidated Totals

(In thousands)
ConsumerCommercialWealthSegment TotalsOther/EliminationConsolidated Totals
Three Months Ended September 30, 2022Three Months Ended September 30, 2022
Net interest incomeNet interest income$86,232 $114,087 $18,637 $218,956 $27,417 $246,373 
Provision for credit lossesProvision for credit losses(4,305)(506)5 (4,806)(10,484)(15,290)
Non-interest incomeNon-interest income30,264 57,115 53,862 141,241 (2,727)138,514 
Investment securities gains, netInvestment securities gains, net    3,410 3,410 
Non-interest expenseNon-interest expense(76,832)(91,372)(36,194)(204,398)(8,486)(212,884)
Income before income taxesIncome before income taxes$35,359 $79,324 $36,310 $150,993 $9,130 $160,123 
Nine Months Ended September 30, 2022Nine Months Ended September 30, 2022
Net interest incomeNet interest income$249,761 $333,263 $56,731 $639,755 $47,789 $687,544 
Provision for credit lossesProvision for credit losses(12,727)(651)2 (13,376)782 (12,594)
Non-interest incomeNon-interest income89,542 167,581 161,051 418,174 (8,464)409,710 
Investment securities gains, netInvestment securities gains, net    11,602 11,602 
Non-interest expenseNon-interest expense(225,232)(272,224)(108,967)(606,423)(25,614)(632,037)
Income before income taxesIncome before income taxes$101,344 $227,969 $108,817 $438,130 $26,095 $464,225 
Three Months Ended September 30, 2021Three Months Ended September 30, 2021Three Months Ended September 30, 2021
Net interest incomeNet interest income$80,411 $115,536 $18,075 $214,022 $15 $214,037 Net interest income$80,411 $115,529 $18,075 $214,015 $22 $214,037 
Provision for credit losses(3,557)(69)9 (3,617)11,002 7,385 
Provision for loan lossesProvision for loan losses(3,557)(69)(3,617)11,002 7,385 
Non-interest incomeNon-interest income35,758 52,092 55,241 143,091 (5,585)137,506 Non-interest income35,758 52,092 55,241 143,091 (5,585)137,506 
Investment securities gains, netInvestment securities gains, net    13,108 13,108 Investment securities gains, net— — — — 13,108 13,108 
Non-interest expenseNon-interest expense(75,823)(84,604)(34,286)(194,713)(16,907)(211,620)Non-interest expense(75,996)(84,601)(34,285)(194,882)(16,738)(211,620)
Income before income taxesIncome before income taxes$36,789 $82,955 $39,039 $158,783 $1,633 $160,416 Income before income taxes$36,616 $82,951 $39,040 $158,607 $1,809 $160,416 
Nine Months Ended September 30, 2021Nine Months Ended September 30, 2021Nine Months Ended September 30, 2021
Net interest incomeNet interest income$239,159 $340,345 $53,186 $632,690 $(4,923)$627,767 Net interest income$239,157 $340,279 $53,186 $632,622 $(4,855)$627,767 
Provision for credit lossesProvision for credit losses(19,122)4,856 10 (14,256)73,528 59,272 Provision for credit losses(19,122)4,856 10 (14,256)73,528 59,272 
Non-interest incomeNon-interest income110,911 155,079 158,731 424,721 (12,027)412,694 Non-interest income110,911 155,079 158,731 424,721 (12,027)412,694 
Investment securities gains, netInvestment securities gains, net    39,765 39,765 Investment securities gains, net— — — — 39,765 39,765 
Non-interest expenseNon-interest expense(220,276)(246,502)(101,377)(568,155)(34,164)(602,319)Non-interest expense(220,280)(246,501)(101,377)(568,158)(34,161)(602,319)
Income before income taxesIncome before income taxes$110,672 $253,778 $110,550 $475,000 $62,179 $537,179 Income before income taxes$110,666 $253,713 $110,550 $474,929 $62,250 $537,179 
Three Months Ended September 30, 2020
Net interest income$80,944 $111,527 $15,303 $207,774 $8,188 $215,962 
Provision for loan losses(7,654)(200)13 (7,841)4,740 (3,101)
Non-interest income37,115 47,920 47,701 132,736 (3,164)129,572 
Investment securities gains, net— — — — 16,155 16,155 
Non-interest expense(73,075)(78,277)(30,933)(182,285)(8,573)(190,858)
Income before income taxes$37,330 $80,970 $32,084 $150,384 $17,346 $167,730 
Nine Months Ended September 30, 2020
Net interest income$241,195 $300,301 $41,686 $583,182 $36,902 $620,084 
Provision for credit losses(23,885)(3,122)10 (26,997)(114,596)(141,593)
Non-interest income107,489 143,746 139,700 390,935 (20,185)370,750 
Investment securities losses, net— — — — (1,275)(1,275)
Non-interest expense(225,791)(237,327)(92,915)(556,033)(16,035)(572,068)
Income before income taxes$99,008 $203,598 $88,481 $391,087 $(115,189)$275,898 

The information presented above was derived from the internal profitability reporting system used by management to monitor and manage the financial performance of the Company. This information is based on internal management accounting procedures and methods, which have been developed to reflect the underlying economics of the businesses. The methodologies are applied in connection with funds transfer pricing and assignment of overhead costs among segments. Funds transfer pricing was used in the determination of net interest income by assigning a standard cost (credit) for funds used (provided by) assets and liabilities based on their maturity, prepayment and/or repricing characteristics.

The segment activity, as shown above, includes both direct and allocated items. Amounts in the “Other/Elimination” column include activity not related to the segments, such as that relating to administrative functions, the investment securities portfolio, and the effect of certain expense allocations to the segments. The provision for credit losses in this category contains the difference between net loan charge-offs assigned directly to the segments and the recorded provision for credit loss expense. Included in this category’s net interest income are earnings of the investment portfolio, which are not allocated to a segment.

The performance measurement of the operating segments is based on the management structure of the Company and is not necessarily comparable with similar information for any other financial institution. The information is also not necessarily indicative of the segments' financial condition and results of operations if they were independent entities.

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11. Derivative Instruments
The notional amounts of the Company’s derivative instruments are shown in the table below. These contractual amounts, along with other terms of the derivative, are used to determine amounts to be exchanged between counterparties and are not a measure of loss exposure. At September 30, 2021,2022, the Company’s derivative instruments are accounted for as free-standing derivatives, and changes in their fair value are recorded in current earnings.


(In thousands)

(In thousands)
September 30, 2021December 31, 2020

(In thousands)
September 30, 2022December 31, 2021
Interest rate swapsInterest rate swaps$2,236,974 $2,367,017 Interest rate swaps$1,980,368 $2,229,419 
Interest rate floorsInterest rate floors500,000 — 
Interest rate capsInterest rate caps185,177 103,028 Interest rate caps152,784 152,058 
Credit risk participation agreementsCredit risk participation agreements372,661 381,170 Credit risk participation agreements536,188 485,633 
Foreign exchange contractsForeign exchange contracts7,566 7,431 Foreign exchange contracts7,435 5,119 
Mortgage loan commitments Mortgage loan commitments44,233 67,543  Mortgage loan commitments984 21,787 
Mortgage loan forward sale contractsMortgage loan forward sale contracts6,987 — Mortgage loan forward sale contracts669 1,165 
Forward TBA contractsForward TBA contracts37,000 89,000 Forward TBA contracts1,000 21,000 
Total notional amountTotal notional amount$2,890,598 $3,015,189 Total notional amount$3,179,428 $2,916,181 

The largest group of notional amounts relate to interest rate swap contracts sold to commercial customers who wish to modify their interest rate sensitivity. The customers are engaged in a variety of businesses, including real estate, manufacturing, retail product distribution, education, and retirement communities. These customer swapsinterest rate swap contracts with customers are offset by matching interest rate swap contracts purchased by the Company from other financial dealer institutions.institutions (dealers). Contracts with dealers that require central clearing are novated to a clearing agency who becomes the Company's counterparty. Because of the matching terms of the offsetting contracts, in addition to collateral provisions which mitigate the impact of non-performance risk, changes in fair value subsequent to initial recognition have a minimal effect on earnings.

Many of the Company’s interest rate swap contracts with large financial institutions contain contingent features relating to debt ratings or capitalization levels. Under these provisions, if the Company’s debt rating falls below investment grade or if the Company ceases to be “well-capitalized” under risk-based capital guidelines, certain counterparties can require immediate and ongoing collateralization on interest rate swaps in net liability positions or instant settlement of the contracts. The Company maintains debt ratings and capital well above these minimum requirements.

During the third quarter of 2022, the Company entered into an interest rate floor contract of $500.0 million to hedge the risk of declining interest rates on certain floating rate commercial loans. The premium paid for this floor totaled $16.8 million and is forward starting beginning on January 1, 2024. The interest rate floor matures on January 1, 2030. The interest rate floor qualified and was designated as a cash flow hedge and was assessed for effectiveness using regression analysis. The change in the fair value of the interest rate floor is recorded in AOCI, net of the amortization of the premium paid, which is recorded against fees on loans in the consolidated statements of income. As of September 30, 2022, net deferred losses on the interest rate floor totaled $3.5 million (pre-tax) and was recorded in AOCI in the consolidated balance sheet. As of September 30, 2022, over the next twelve months, it is expected that $2.3 million (pre-tax), representing the floor premium amortization, will be reclassified from AOCI into earnings.

During the year ended December 31, 2020, the Company monetized three interest rate floors that were previously classified as cash flow hedges with a combined notional balance of $1.5 billion and an asset fair value of $163.2 million. The unrealized gains will be reclassified into interest income as the underlying forecasted transactions impact earnings through the original maturity dates of the hedged forecasted transactions. As of September 30, 2021,2022, the total realized gains on the monetized cash flow hedges remaining in AOCI was $105.6$81.0 million (pre-tax), which will be reclassified into interest income over the next 5.24.2 years. The estimated amount of net gains related to the cash flow hedges remaining in AOCI at September 30, 2022 that is expected to be reclassified into income within the next 12 months is $23.9 million.

The Company also contracts with other financial institutions, as a guarantor or beneficiary, to share credit risk associated with certain interest rate swaps through risk participation agreements. The Company’s risks and responsibilities as guarantor are further discussed in Note 5 on Guarantees. In addition, the Company enters into foreign exchange contracts, which are mainly comprised of contracts to purchase or deliver foreign currencies for customers at specific future dates.



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Under its program to sell residential mortgage loans in the secondary market, the Company designates certain newly-originated residential mortgage loans as held for sale. Derivative instruments arising from this activity include mortgage loan commitments and forward loan sale contracts. Changes in the fair values of the loan commitments and funded loans prior to sale that are due to changes in interest rates are economically hedged with forward contracts to sell residential mortgage-backed securities in the to-be-announced (TBA) market. These forward TBA contracts are also considered to be derivatives and are settled in cash at the security settlement date.

The fair values of the Company's derivative instruments, whose notional amounts are listed above, are shown in the table below. Information about the valuation methods used to determine fair value is provided in Note 17 on Fair Value Measurements in the 20202021 Annual Report on Form 10-K.
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The Company's policy is to present its derivative assets and derivative liabilities on a gross basis in its consolidated balance sheets, and these are reported in other assets and other liabilities. Certain collateral posted to and from the Company's clearing counterparty has been applied to the fair values of the cleared swaps, such that at September 30, 20212022 in the table below, the positive fair values of cleared swaps were reduced by $224$30.7 million. At December 31, 2021, positive fair values of cleared swaps were reduced by $587 thousand and the negative fair values of cleared swaps were reduced by $41.2 million. At December 31, 2020, there were no reductions to the positive fair values of cleared swaps and the negative fair values of cleared swaps were reduced by $69.2$29.7 million.

Asset DerivativesLiability Derivatives Asset DerivativesLiability Derivatives
Sept. 30, 2021Dec. 31, 2020Sept. 30, 2021Dec. 31, 2020Sept. 30, 2022Dec. 31, 2021Sept. 30, 2022Dec. 31, 2021
(In thousands)
(In thousands)
  Fair Value  Fair Value
(In thousands)
  Fair Value  Fair Value
Derivative instruments:
Derivatives designated as hedging instruments:Derivatives designated as hedging instruments:
Interest rate floors Interest rate floors$13,385 $— $ $— 
Total derivatives designated as hedging instrumentsTotal derivatives designated as hedging instruments$13,385 $— $ $— 
Derivative instruments not designated as hedging instruments:Derivative instruments not designated as hedging instruments:
Interest rate swaps Interest rate swaps$53,020 $86,389 $(12,001)$(17,199) Interest rate swaps$22,256 $40,752 $(52,989)$(11,606)
Interest rate caps Interest rate caps78 (78)(1) Interest rate caps2,524 147 (2,524)(147)
Credit risk participation agreements Credit risk participation agreements113 216 (283)(701) Credit risk participation agreements36 84 (94)(277)
Foreign exchange contracts Foreign exchange contracts108 57 (92)(103) Foreign exchange contracts191 77 (156)(45)
Mortgage loan commitments Mortgage loan commitments1,510 3,226  —  Mortgage loan commitments5 764 (5)— 
Mortgage loan forward sale contracts Mortgage loan forward sale contracts27 — (9)—  Mortgage loan forward sale contracts5  (1)
Forward TBA contracts Forward TBA contracts209 — (3)(671) Forward TBA contracts58 13  (25)
Total derivatives not designated as hedging instrumentsTotal derivatives not designated as hedging instruments$25,075 $41,842 $(55,768)$(12,101)
Total Total$55,065 $89,889 $(12,466)$(18,675)Total$38,460 $41,842 $(55,768)$(12,101)
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The pre-tax effects of derivative instruments on the consolidated statements of income and consolidated statements of comprehensive income are shown in the tables below.





Amount of Gain or (Loss) Recognized in OCILocation of Gain (Loss) Reclassified from AOCI into IncomeAmount of Gain (Loss) Reclassified from AOCI into Income

Amount of Gain or (Loss) Recognized in OCILocation of Gain (Loss) Reclassified from AOCI into IncomeAmount of Gain (Loss) Reclassified from AOCI into Income
(In thousands)(In thousands)TotalIncluded ComponentExcluded ComponentTotalIncluded ComponentExcluded Component(In thousands)TotalIncluded ComponentExcluded ComponentTotalIncluded ComponentExcluded Component
For the Three Months Ended September 30, 2020
For the Three Months Ended September 30, 2022For the Three Months Ended September 30, 2022
Derivatives in cash flow hedging relationships:Derivatives in cash flow hedging relationships:Derivatives in cash flow hedging relationships:
Interest rate floorsInterest rate floors$(4,481)$(4,087)$(394)Interest and fees on loans$4,163 $5,509 $(1,346)Interest rate floors$(3,464)$ $(3,464)Interest and fees on loans$(6,118)$(7,745)$1,627 
TotalTotal$(4,481)$(4,087)$(394)Total$4,163 $5,509 $(1,346)Total$(3,464)$ $(3,464)Total$(6,118)$(7,745)$1,627 
For the Nine Months Ended September 30, 2020
For the Nine Months Ended September 30, 2022For the Nine Months Ended September 30, 2022
Derivatives in cash flow hedging relationships:Derivatives in cash flow hedging relationships:Derivatives in cash flow hedging relationships:
Interest rate floorsInterest rate floors$94,702 $121,621 $(26,919)Interest and fees on loans$6,050 $9,458 $(3,408)Interest rate floors$(3,464)$ $(3,464)Interest and fees on loans$(18,322)$(22,998)$4,676 
TotalTotal$94,702 $121,621 $(26,919)Total$6,050 $9,458 $(3,408)Total$(3,464)$ $(3,464)Total$(18,322)$(22,998)$4,676 
For the Three Months Ended September 30, 2021For the Three Months Ended September 30, 2021
Derivatives in cash flow hedging relationships:Derivatives in cash flow hedging relationships:
Interest rate floorsInterest rate floors$— $— $— Interest and fees on loans$(6,141)$(7,691)$1,550 
TotalTotal$— $— $— Total$(6,141)$(7,691)$1,550 
For the Nine Months Ended September 30, 2021For the Nine Months Ended September 30, 2021
Derivatives in cash flow hedging relationships:Derivatives in cash flow hedging relationships:
Interest rate floorsInterest rate floors$— $— $— Interest and fees on loans$(18,024)$(22,623)$4,599 
TotalTotal$— $— $— Total$(18,024)$(22,623)$4,599 





Location of Gain or (Loss) Recognized in Income on DerivativesAmount of Gain or (Loss) Recognized in Income on Derivatives

Location of Gain or (Loss) Recognized in Consolidated Statements of IncomeAmount of Gain or (Loss) Recognized in Income on Derivatives


For the Three Months Ended September 30For the Nine Months Ended September 30
For the Three Months Ended September 30For the Nine Months Ended September 30
(In thousands)(In thousands)2021202020212020(In thousands)2022202120222021
Derivative instruments:Derivative instruments:Derivative instruments:
Interest rate swaps Interest rate swapsOther non-interest income$24 $81 $1,974 $369  Interest rate swapsOther non-interest income$88 $24 $1,770 $1,974 
Interest rate caps Interest rate capsOther non-interest income 15 20  Interest rate capsOther non-interest income — 16 15 
Credit risk participation agreements Credit risk participation agreementsOther non-interest income47 (87)27 153  Credit risk participation agreementsOther non-interest income122 47 30 27 
Foreign exchange contracts Foreign exchange contractsOther non-interest income(22)— 62 (82) Foreign exchange contractsOther non-interest income3 (22)3 62 
Mortgage loan commitments Mortgage loan commitmentsLoan fees and sales(309)589 (1,716)2,678  Mortgage loan commitmentsLoan fees and sales(230)(309)(764)(1,716)
Mortgage loan forward sale contracts Mortgage loan forward sale contractsLoan fees and sales(10)20 18 19  Mortgage loan forward sale contractsLoan fees and sales5 (10)1 18 
Forward TBA contracts Forward TBA contractsLoan fees and sales(184)(709)1,676 (482) Forward TBA contractsLoan fees and sales117 (184)1,783 1,676 
TotalTotal$(454)$(105)$2,056 $2,675 Total$105 $(454)$2,839 $2,056 

The following table shows the extent to which assets and liabilities relating to derivative instruments have been offset in the consolidated balance sheets. It also provides information about these instruments which are subject to an enforceable master
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netting arrangement, irrespective of whether they are offset, and the extent to which the instruments could potentially be offset. Also shown is collateral received or pledged in the form of other financial instruments, which is generally cash or marketable securities. The collateral amounts in this table are limited to the outstanding balances of the related asset or liability (after netting is applied); thus, amounts of excess collateral are not shown. Most of the derivatives in the following table were transacted under master netting arrangements that contain a conditional right of offset, such as close-out netting, upon default.

While the Company is party to master netting arrangements with most of its swap derivative counterparties, the Company does not offset derivative assets and liabilities under these agreements on its consolidated balance sheet.sheets. Collateral exchanged between the Company and dealer bank counterparties is generally subject to thresholds and transfer minimums, and usually consists of marketable securities. By contract, these may be sold or re-pledged by the secured party until recalled at a
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subsequent valuation date by the pledging party. For those swap transactions requiring central clearing, the Company posts cash or securities to its clearing agent. Collateral positions are valued daily, and adjustments to amounts received and pledged by the Company are made as appropriate to maintain proper collateralization for these transactions. Swap derivative transactions with customers are generally secured by rights to non-financial collateral, such as real and personal property, which is not shown in the table below.

Gross Amounts Not Offset in the Balance SheetGross Amounts Not Offset in the Balance Sheet
(In thousands)(In thousands)Gross Amount RecognizedGross Amounts Offset in the Balance SheetNet Amounts Presented in the Balance SheetFinancial Instruments Available for OffsetCollateral
Received/
Pledged
Net Amount(In thousands)Gross Amount RecognizedGross Amounts Offset in the Balance SheetNet Amounts Presented in the Balance SheetFinancial Instruments Available for OffsetCollateral
Received/
Pledged
Net Amount
September 30, 2021
September 30, 2022September 30, 2022
Assets:Assets:Assets:
Derivatives subject to master netting agreementsDerivatives subject to master netting agreements$53,373 $ $53,373 $(144)$ $53,229 Derivatives subject to master netting agreements$38,357 $ $38,357 $(113)$(35,763)$2,481 
Derivatives not subject to master netting agreementsDerivatives not subject to master netting agreements1,692  1,692 Derivatives not subject to master netting agreements103  103 
Total derivativesTotal derivatives$55,065 $ $55,065 Total derivatives$38,460 $ $38,460 
Liabilities:Liabilities:Liabilities:
Derivatives subject to master netting agreementsDerivatives subject to master netting agreements$12,354 $ $12,354 $(144)$(11,275)$935 Derivatives subject to master netting agreements$55,681 $ $55,681 $(113)$ $55,568 
Derivatives not subject to master netting agreementsDerivatives not subject to master netting agreements112  112 Derivatives not subject to master netting agreements87  87 
Total derivativesTotal derivatives$12,466 $ $12,466 Total derivatives$55,768 $ $55,768 
December 31, 2020
December 31, 2021December 31, 2021
Assets:Assets:Assets:
Derivatives subject to master netting agreementsDerivatives subject to master netting agreements$86,497 $— $86,497 $(108)$— $86,389 Derivatives subject to master netting agreements$40,970 $— $40,970 $(347)$— $40,623 
Derivatives not subject to master netting agreementsDerivatives not subject to master netting agreements3,392 — 3,392 Derivatives not subject to master netting agreements872 — 872 
Total derivativesTotal derivatives$89,889 $— $89,889 Total derivatives$41,842 $— $41,842 
Liabilities:Liabilities:Liabilities:
Derivatives subject to master netting agreementsDerivatives subject to master netting agreements$18,420 $— $18,420 $(108)$(16,738)$1,574 Derivatives subject to master netting agreements$12,019 $— $12,019 $(347)$(10,146)$1,526 
Derivatives not subject to master netting agreementsDerivatives not subject to master netting agreements255 — 255 Derivatives not subject to master netting agreements82 — 82 
Total derivativesTotal derivatives$18,675 $— $18,675 Total derivatives$12,101 $— $12,101 

12. Resale and Repurchase Agreements
The following table shows the extent to which assetsCompany regularly enters into resale and liabilities relating to securities purchased under agreements to resell (resale agreements)repurchase agreement transactions with other financial institutions and securities sold under agreements to repurchase (repurchase agreements) have been offset in the consolidated balance sheets, in addition to the extent to which they could potentially be offset. Also shown is collateral received or pledged, which consists of marketable securities. The collateral amounts in the table are limited to the outstanding balances of the related asset or liability (after netting is applied); thus, amounts of excess collateral are not shown. The agreements in the following table were transacted under master netting arrangements that contain a conditional right of offset, such as close-out netting, upon default.
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with its own customers. Resale and repurchase agreements are agreements to purchase/sell securities subject to an obligation to resell/repurchase the same or similar securities. They are accounted for as secured lending and collateralized borrowing (e.g. financing transactions,transactions), not as true sales and purchases of the securities portfolio.underlying collateral securities. Some of the resale and repurchase agreements were transacted under master netting arrangements that contain a conditional right of offset, such as close-out netting, upon default. The securitiessecurity collateral accepted or pledged in resale and repurchase agreements with other financial institutions also may be sold or re-pledged by the secured party, but is usually delivered to and held by third party trustees. The Company generally retains custody of securities pledged for repurchase agreements with its customers.

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The Company is party to agreements commonly known as collateral swaps. These agreements involve the exchange of collateral under simultaneous repurchase and resale agreements with the same financial institution counterparty. These repurchase and resale agreements have the same principal amounts, inception dates, and maturity dates and have been offset against each other in the consolidated balance sheets, as permitted under the netting provisions of ASC 210-20-45. The collateral swaps totaled $200.0 million at September 30, 20212022 and $400.0 million at December 31, 2020. At September 30, 2021, the Company had posted collateral of $202.5 million in marketable securities, consisting of agency mortgage-backed bonds, and had accepted $209.1 million in agency mortgage-backed bonds.2021.

Gross Amounts Not Offset in the Balance Sheet
(In thousands)Gross Amount RecognizedGross Amounts Offset in the Balance SheetNet Amounts Presented in the Balance SheetFinancial Instruments Available for OffsetSecurities Collateral Received/PledgedNet Amount
September 30, 2021
Total resale agreements, subject to master netting arrangements$1,950,000 $(200,000)$1,750,000 $ $(1,750,000)$ 
Total repurchase agreements, subject to master netting arrangements2,442,408 (200,000)2,242,408  (2,242,408) 
December 31, 2020
Total resale agreements, subject to master netting arrangements$1,050,000 $(200,000)$850,000 $— $(850,000)$— 
Total repurchase agreements, subject to master netting arrangements2,256,113 (200,000)2,056,113 — (2,056,113)— 
The following table shows the extent to which resale agreement assets and repurchase agreement liabilities with the same counterparty have been offset on the consolidated balance sheets, in addition to the extent to which they could potentially be offset. Also shown is collateral received or pledged, which consists of marketable securities. The collateral amounts in the table are limited to the outstanding balances of the related asset or liability (after offsetting is applied); thus amounts of excess collateral are not shown.

Gross Amounts Not Offset in the Balance Sheet
(In thousands)Gross Amount RecognizedGross Amounts Offset in the Balance SheetNet Amounts Presented in the Balance SheetFinancial Instruments Available for OffsetSecurities Collateral Received/PledgedUnsecured Amount
September 30, 2022
Total resale agreements, subject to master netting arrangements$1,475,000 $(200,000)$1,275,000 $ $(1,275,000)$ 
Total repurchase agreements, subject to master netting arrangements2,203,390 (200,000)2,003,390  (2,003,390) 
December 31, 2021
Total resale agreements, subject to master netting arrangements$2,025,000 $(400,000)$1,625,000 $— $(1,625,000)$— 
Total repurchase agreements, subject to master netting arrangements3,379,582 (400,000)2,979,582 — (2,979,582)— 
The table below shows the remaining contractual maturities of repurchase agreements outstanding at September 30, 20212022 and December 31, 2020,2021, in addition to the various types of marketable securities that have been pledged by the Company as collateral for these borrowings.

Remaining Contractual Maturity of the AgreementsRemaining Contractual Maturity of the Agreements
(In thousands)(In thousands)Overnight and continuousUp to 90 daysGreater than 90 daysTotal(In thousands)Overnight and continuousUp to 90 daysGreater than 90 daysTotal
September 30, 2021
September 30, 2022September 30, 2022
Repurchase agreements, secured by:Repurchase agreements, secured by:Repurchase agreements, secured by:
U.S. government and federal agency obligations U.S. government and federal agency obligations$273,267 $25,106 $19,942 $318,315  U.S. government and federal agency obligations$420,541 $8,759 $21,828 $451,128 
Agency mortgage-backed securities Agency mortgage-backed securities1,640,466 3,775 209,759 1,854,000  Agency mortgage-backed securities1,178,459 20,721 202,859 1,402,039 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities31,217   31,217  Non-agency mortgage-backed securities42,141   42,141 
Asset-backed securities Asset-backed securities205,729   205,729  Asset-backed securities296,075   296,075 
Other debt securities Other debt securities33,147   33,147  Other debt securities12,007   12,007 
Total repurchase agreements, gross amount recognized Total repurchase agreements, gross amount recognized$2,183,826 $28,881 $229,701 $2,442,408  Total repurchase agreements, gross amount recognized$1,949,223 $29,480 $224,687 $2,203,390 
December 31, 2020
December 31, 2021December 31, 2021
Repurchase agreements, secured by:Repurchase agreements, secured by:Repurchase agreements, secured by:
U.S. government and federal agency obligations U.S. government and federal agency obligations$150,305 $— $— $150,305  U.S. government and federal agency obligations$600,866 $33,373 $9,259 $643,498 
Agency mortgage-backed securities Agency mortgage-backed securities1,598,614 34,018 220,849 1,853,481  Agency mortgage-backed securities1,844,652 3,908 400,250 2,248,810 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities62,742 — — 62,742  Non-agency mortgage-backed securities32,299 — — 32,299 
Asset-backed securities Asset-backed securities155,917 — — 155,917  Asset-backed securities422,525 — — 422,525 
Other debt securities Other debt securities33,668 — — 33,668  Other debt securities32,450 — — 32,450 
Total repurchase agreements, gross amount recognized Total repurchase agreements, gross amount recognized$2,001,246 $34,018 $220,849 $2,256,113  Total repurchase agreements, gross amount recognized$2,932,792 $37,281 $409,509 $3,379,582 


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13. Stock-Based Compensation
The Company issues stock-based compensation in the form of nonvested restricted stock and stock appreciation rights (SARs). Historically, most of the awards have been issued during the first quarter of each year. The stock-based compensation expense that has been charged against income was $3.9$4.2 million and $3.8$3.9 million in the three months ended September 30, 20212022 and 2020,2021, respectively, and $11.6$12.6 million and $11.2$11.6 million in the nine months ended September 30, 20212022 and 2020,2021, respectively.

Nonvested stock awards granted generally vest in 4 to 7 years and contain restrictions as to transferability, sale, pledging, or assigning, among others, prior to the end of the vesting period. Dividend and voting rights are conferred upon grant. A summary of the status of the Company’s nonvested share awards as of September 30, 2021,2022, and changes during the nine month period then ended, is presented below.



Shares Weighted Average Grant Date Fair Value

Shares Weighted Average Grant Date Fair Value
Nonvested at January 1, 20211,099,866 $52.11
Nonvested at January 1, 2022Nonvested at January 1, 20221,120,491 $55.58
GrantedGranted224,336 71.90Granted263,497 70.76
VestedVested(242,139)43.45Vested(262,579)47.78
ForfeitedForfeited(20,297)58.68Forfeited(23,145)60.08
Nonvested at September 30, 20211,061,766 $58.14
Nonvested at September 30, 2022Nonvested at September 30, 20221,098,264 $61.00

SARs are granted with exercise prices equal to the market price of the Company’s stock at the date of grant. SARs vest ratably over 4 years of continuous service and have contractual terms of 10 years. All SARs must be settled in stock under provisions of the plan. In determining compensation cost, the Black-Scholes option-pricing model is used to estimate the fair value of SARs on date of grant. The current year per share average fair value and the model assumptions are shown in the table below.

Weighted per share average fair value at grant date$16.7817.42 
Assumptions:
Dividend yield1.41.5 %
Volatility28.228.4 %
Risk-free interest rate.71.6 %
Expected term5.7 years

A summary of SAR activity during the first nine months of 20212022 is presented below.

(Dollars in thousands, except per share data)
(Dollars in thousands, except per share data)
RightsWeighted Average Exercise PriceWeighted Average Remaining Contractual TermAggregate Intrinsic Value
(Dollars in thousands, except per share data)
RightsWeighted Average Exercise PriceWeighted Average Remaining Contractual TermAggregate Intrinsic Value
Outstanding at January 1, 20211,005,896 $44.95 
Outstanding at January 1, 2022Outstanding at January 1, 2022896,348 $46.21 
GrantedGranted72,416 72.91 Granted96,318 70.64 
ForfeitedForfeited(6,363)58.63 Forfeited(8,135)61.68 
ExpiredExpired(280)57.95 Expired(2,350)56.68 
ExercisedExercised(214,651)39.59 Exercised(66,608)40.54 
Outstanding at September 30, 2021857,018 $48.55 6.0 years$18,372 
Outstanding at September 30, 2022Outstanding at September 30, 2022915,573 $49.02 5.5 years$16,367 


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14. Revenue from Contracts with Customers
The core principle of ASU 2014-09,ASC 606 "Revenue from Contracts with Customers," is that an entity should recognizeCustomers" requires revenue to reflectrecognition for the transfer of promised goods or services to customers in an amount that reflects the consideration to which the entity expects to be entitled in exchange for those goods or services. For the nine months ended September 30, 2021,2022, approximately 60%63% of the Company’s total revenue was comprised of net interest income, which is not within the scope of this guidance. Of the remaining revenue, those items that were subject to this guidance mainly included fees for bank card, trust, deposit account services and consumer brokerage services.

The following table disaggregates non-interest income subject to ASU 2014-09ASC 606 by major product line.

Three Months Ended September 30Nine Months Ended September 30Three Months Ended September 30Nine Months Ended September 30
(In thousands)(In thousands)2021202020212020(In thousands)2022202120222021
Bank card transaction feesBank card transaction fees$42,815 $37,873 $123,118 $111,818 Bank card transaction fees$45,638 $42,815 $131,556 $123,118 
Trust feesTrust fees48,950 40,769 139,334 118,676 Trust fees45,406 48,950 140,009 139,334 
Deposit account charges and other feesDeposit account charges and other fees25,161 23,107 71,724 69,063 Deposit account charges and other fees24,521 25,161 72,392 71,724 
Consumer brokerage servicesConsumer brokerage services4,900 4,011 13,484 11,099 Consumer brokerage services5,085 4,900 14,599 13,484 
Other non-interest incomeOther non-interest income2,510 7,566 17,168 23,718 Other non-interest income9,360 2,510 24,605 17,168 
Total non-interest income from contracts with customersTotal non-interest income from contracts with customers124,336 113,326 364,828 334,374 Total non-interest income from contracts with customers130,010 124,336 383,161 364,828 
Other non-interest income (1)
Other non-interest income (1)
13,170 16,246 47,866 36,376 
Other non-interest income (1)
8,504 13,170 26,549 47,866 
Total non-interest incomeTotal non-interest income$137,506 $129,572 $412,694 $370,750 Total non-interest income$138,514 $137,506 $409,710 $412,694 
(1) This revenue is not within the scope of ASU 2014-09,ASC 606, and includes fees relating to capital market activities, loan fees and sales, derivative instruments, standby letters of credit and various other transactions.

For bank card transaction fees, the majoritynearly all of debit and credit card fees are earned in the Consumer segment, while corporate card and merchant fees are earned in the Commercial segment. The Consumer and Commercial segments each contribute approximately half41% and 58%, respectively, of the Company's deposit account charge revenue. All trust fees and nearly all consumer brokerage services income are earned in the Wealth segment.    

The following table presents the opening and closing receivable balances for the nine month periods ended September 30, 20212022 and 20202021 for the Company’s significant revenue categories subject to ASU 2014-09.ASC 606.

(In thousands)(In thousands)September 30, 2021December 31, 2020September 30, 2020December 31, 2019(In thousands)September 30, 2022December 31, 2021September 30, 2021December 31, 2020
Bank card transaction feesBank card transaction fees$13,349 $14,199 $11,501 $13,915 Bank card transaction fees$14,167 $16,424 $13,349 $14,199 
Trust feesTrust fees2,211 2,071 2,122 2,093 Trust fees2,073 2,222 2,211 2,071 
Deposit account charges and other feesDeposit account charges and other fees5,969 6,933 5,839 6,523 Deposit account charges and other fees5,658 6,702 5,969 6,933 
Consumer brokerage servicesConsumer brokerage services513 432 476 596 Consumer brokerage services632 391 513 432 

For these revenue categories, none of the transaction price has been allocated to performance obligations that are unsatisfied as of the end of a reporting period.


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15. Fair Value Measurements
The Company uses fair value measurements to record fair value adjustments to certain financial and nonfinancial assets and liabilities and to determine fair value disclosures. Various financial instruments such as available for sale debt securities, equity securities, trading debt securities, certain investments relating to private equity activities, and derivatives are recorded at fair value on a recurring basis. Additionally, from time to time, the Company may be required to record at fair value other assets and liabilities on a nonrecurring basis, such as mortgage servicing rights and certain other investment securities. These nonrecurring fair value adjustments typically involve lower of cost or fair value accounting or write-downs of individual assets.

Fair value is the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Depending on the nature of the asset or liability, the Company uses various valuation techniques and assumptions when estimating fair value. For accounting disclosure purposes, a three-level valuation hierarchy of fair value measurements has been established. The valuation hierarchy is based upon the transparency of inputs to the valuation of an asset or liability as of the measurement date. The three levels are defined as follows:
Level 1 – inputs to the valuation methodology are quoted prices for identical assets or liabilities in active markets.
Level 2 – inputs to the valuation methodology include quoted prices for similar assets and liabilities in active markets, quoted prices for identical or similar assets and liabilities in markets that are not active, and inputs that are observable for the assets or liabilities, either directly or indirectly (such as interest rates, yield curves, and prepayment speeds).
Level 3 – inputs to the valuation methodology are unobservable and significant to the fair value. These may be internally developed, using the Company’s best information and assumptions that a market participant would consider.
The valuation methodologies for assets and liabilities measured at fair value on a recurring and non-recurring basis are described in the Fair Value Measurements note in the Company's 20202021 Annual Report on Form 10-K. There have been no significant changes in these methodologies since then.

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Instruments Measured at Fair Value on a Recurring Basis
The table below presents the September 30, 20212022 and December 31, 20202021 carrying values of assets and liabilities measured at fair value on a recurring basis. There were no transfers among levels during the first nine months of 20212022 or the year ended December 31, 2020.2021.

Fair Value Measurements UsingFair Value Measurements Using
(In thousands)(In thousands)Total Fair ValueQuoted Prices in Active Markets for Identical Assets
(Level 1)
Significant Other Observable Inputs
(Level 2)
Significant Unobservable Inputs
(Level 3)
(In thousands)Total Fair ValueQuoted Prices in Active Markets for Identical Assets
(Level 1)
Significant Other Observable Inputs
(Level 2)
Significant Unobservable Inputs
(Level 3)
September 30, 2021
September 30, 2022September 30, 2022
Assets:Assets:Assets:
Residential mortgage loans held for sale Residential mortgage loans held for sale$11,982 $ $11,982 $  Residential mortgage loans held for sale$1,426 $ $1,426 $ 
Available for sale debt securities: Available for sale debt securities: Available for sale debt securities:
U.S. government and federal agency obligations U.S. government and federal agency obligations784,190 784,190    U.S. government and federal agency obligations1,036,325 1,036,325   
Government-sponsored enterprise obligations Government-sponsored enterprise obligations51,941  51,941   Government-sponsored enterprise obligations43,175  43,175  
State and municipal obligations State and municipal obligations2,155,076  2,153,081 1,995  State and municipal obligations1,803,253  1,801,395 1,858 
Agency mortgage-backed securities Agency mortgage-backed securities5,974,802  5,974,802   Agency mortgage-backed securities4,445,519  4,445,519  
Non-agency mortgage-backed securities Non-agency mortgage-backed securities1,225,091  1,225,091   Non-agency mortgage-backed securities1,235,584  1,235,584  
Asset-backed securities Asset-backed securities3,359,915  3,359,915   Asset-backed securities3,558,287  3,558,287  
Other debt securities Other debt securities614,641  614,641   Other debt securities510,367  510,367  
Trading debt securities Trading debt securities40,114  40,114   Trading debt securities39,222  39,222  
Equity securities Equity securities7,118 7,118    Equity securities6,106 6,106   
Private equity investments Private equity investments138,052   138,052  Private equity investments176,341   176,341 
Derivatives * Derivatives *55,065  53,442 1,623  Derivatives *38,460  38,419 41 
Assets held in trust for deferred compensation plan Assets held in trust for deferred compensation plan20,880 20,880    Assets held in trust for deferred compensation plan16,588 16,588   
Total assets Total assets14,438,867 812,188 13,485,009 141,670  Total assets12,910,653 1,059,019 11,673,394 178,240 
Liabilities:Liabilities:Liabilities:
Derivatives *
Derivatives *
12,466  12,183 283 
Derivatives *
55,768  55,669 99 
Liabilities held in trust for deferred compensation planLiabilities held in trust for deferred compensation plan20,880 20,880   Liabilities held in trust for deferred compensation plan16,588 16,588   
Total liabilities Total liabilities$33,346 $20,880 $12,183 $283  Total liabilities$72,356 $16,588 $55,669 $99 
December 31, 2020
December 31, 2021December 31, 2021
Assets:Assets:Assets:
Residential mortgage loans held for sale Residential mortgage loans held for sale$39,396 $— $39,396 $—  Residential mortgage loans held for sale$5,570 $— $5,570 $— 
Available for sale debt securities: Available for sale debt securities: Available for sale debt securities:
U.S. government and federal agency obligations U.S. government and federal agency obligations838,059 838,059 — —  U.S. government and federal agency obligations1,080,720 1,080,720 — — 
Government-sponsored enterprise obligations Government-sponsored enterprise obligations54,485 — 54,485 —  Government-sponsored enterprise obligations51,755 — 51,755 — 
State and municipal obligations State and municipal obligations2,045,099 — 2,037,131 7,968  State and municipal obligations2,096,827 — 2,094,843 1,984 
Agency mortgage-backed securities Agency mortgage-backed securities6,712,085 — 6,712,085 —  Agency mortgage-backed securities5,683,000 — 5,683,000 — 
Non-agency mortgage-backed securities Non-agency mortgage-backed securities361,074 — 361,074 —  Non-agency mortgage-backed securities1,366,477 — 1,366,477 — 
Asset-backed securities Asset-backed securities1,882,243 — 1,882,243 —  Asset-backed securities3,539,219 — 3,539,219 — 
Other debt securities Other debt securities556,219 — 556,219 —  Other debt securities632,029 — 632,029 — 
Trading debt securities Trading debt securities35,321 — 35,321 —  Trading debt securities46,235 — 46,235 — 
Equity securities Equity securities2,966 2,966 — —  Equity securities7,153 7,153 — — 
Private equity investments Private equity investments94,368 — — 94,368  Private equity investments147,406 — — 147,406 
Derivatives * Derivatives *89,889 — 86,447 3,442  Derivatives *41,842 — 40,994 848 
Assets held in trust for deferred compensation plan Assets held in trust for deferred compensation plan19,278 19,278 — —  Assets held in trust for deferred compensation plan21,794 21,794 — — 
Total assets Total assets12,730,482 860,303 11,764,401 105,778  Total assets14,720,027 1,109,667 13,460,122 150,238 
Liabilities:Liabilities:Liabilities:
Derivatives *
Derivatives *
18,675 — 17,974 701 
Derivatives *
12,101 — 11,824 277 
Liabilities held in trust for deferred compensation planLiabilities held in trust for deferred compensation plan19,278 19,278 — — Liabilities held in trust for deferred compensation plan21,794 21,794 — — 
Total liabilities Total liabilities$37,953 $19,278 $17,974 $701  Total liabilities$33,895 $21,794 $11,824 $277 
* The fair value of each class of derivative is shown in Note 11.

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The changes in Level 3 assets and liabilities measured at fair value on a recurring basis are summarized as follows:

Fair Value Measurements Using
Significant Unobservable Inputs
(Level 3)
Fair Value Measurements Using
Significant Unobservable Inputs
(Level 3)


(In thousands)


(In thousands)
State and Municipal Obligations
Private Equity
Investments
DerivativesTotal


(In thousands)
State and Municipal Obligations
Private Equity
Investments
DerivativesTotal
For the three months ended September 30, 2021
Balance June 30, 2021$7,991 $116,246 $1,629 $125,866 
For the three months ended September 30, 2022For the three months ended September 30, 2022
Balance June 30, 2022Balance June 30, 2022$1,816 $161,771 $154 $163,741 
Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):
Included in earnings Included in earnings 12,971 (262)12,709  Included in earnings 14,050 (108)13,942 
Included in other comprehensive income * Included in other comprehensive income *(175)  (175) Included in other comprehensive income *40   40 
Investment securities called(6,000)  (6,000)
Discount accretionDiscount accretion179   179 Discount accretion2   2 
Purchases of private equity investmentsPurchases of private equity investments 8,835  8,835 Purchases of private equity investments 899  899 
Sale/pay down of private equity investmentsSale/pay down of private equity investments (423) (423)
Capitalized interest/dividendsCapitalized interest/dividends 44  44 
Sale of risk participation agreementsSale of risk participation agreements  (27)(27)Sale of risk participation agreements  (104)(104)
Balance September 30, 2021$1,995 $138,052 $1,340 $141,387 
Total gains or losses for the three months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$ $12,971 $1,557 $14,528 
Total gains or losses for the three months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$2 $ $ $2 
For the nine months ended September 30, 2021
Balance January 1, 2021$7,968 $94,368 $2,741 $105,077 
Balance September 30, 2022Balance September 30, 2022$1,858 $176,341 $(58)$178,141 
Total gains or losses for the three months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022Total gains or losses for the three months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022$ $14,050 $122 $14,172 
*Total gains or losses for the three months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022*Total gains or losses for the three months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022$40 $ $ $40 
For the nine months ended September 30, 2022For the nine months ended September 30, 2022
Balance January 1, 2022Balance January 1, 2022$1,984 $147,406 $571 $149,961 
Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):
Included in earnings Included in earnings 38,002 (1,689)36,313  Included in earnings 37,133 (734)36,399 
Included in other comprehensive income * Included in other comprehensive income *(158)  (158) Included in other comprehensive income *(130)  (130)
Investment securities called(6,000)  (6,000)
Discount accretionDiscount accretion185   185 Discount accretion4   4 
Purchases of private equity investmentsPurchases of private equity investments 14,491  14,491 Purchases of private equity investments 2,021  2,021 
Sale/pay down of private equity investmentsSale/pay down of private equity investments (8,832) (8,832)Sale/pay down of private equity investments (10,263) (10,263)
Capitalized interest/dividendsCapitalized interest/dividends 23  23 Capitalized interest/dividends 44  44 
Purchase of risk participation agreementPurchase of risk participation agreement  445 445 Purchase of risk participation agreement  459 459 
Sale of risk participation agreementSale of risk participation agreement  (157)(157)Sale of risk participation agreement  (354)(354)
Balance September 30, 2021$1,995 $138,052 $1,340 $141,387 
Total gains or losses for the nine months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$ $38,002 $1,367 $39,369 
Total gains or losses for the nine months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$23 $ $ $23 
Balance September 30, 2022Balance September 30, 2022$1,858 $176,341 $(58)$178,141 
Total gains or losses for the nine months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022Total gains or losses for the nine months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022$ $37,083 $28 $37,111 
*Total gains or losses for the nine months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022*Total gains or losses for the nine months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2022$(130)$ $ $(130)
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Fair Value Measurements Using
Significant Unobservable Inputs
(Level 3)
Fair Value Measurements Using
Significant Unobservable Inputs
(Level 3)


(In thousands)


(In thousands)
State and Municipal Obligations
Private Equity
Investments
DerivativesTotal


(In thousands)
State and Municipal Obligations
Private Equity
Investments
DerivativesTotal
For the three months ended September 30, 2020
Balance June 30, 2020$9,490 $73,846 $1,888 $85,224 
For the three months ended September 30, 2021For the three months ended September 30, 2021
Balance June 30, 2021Balance June 30, 2021$7,991 $116,246 $1,629 $125,866 
Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):
Included in earningsIncluded in earnings— 2,389 504 2,893 Included in earnings— 12,971 (262)12,709 
Included in other comprehensive income *Included in other comprehensive income *271 — — 271 Included in other comprehensive income *(175)— — (175)
Investment securities calledInvestment securities called(2,000)— — (2,000)Investment securities called(6,000)— — (6,000)
Discount accretionDiscount accretion105 — — 105 Discount accretion179 — — 179 
Purchases of private equity investmentsPurchases of private equity investments— 2,522 — 2,522 Purchases of private equity investments— 8,835 — 8,835 
Sale/pay down of private equity investments— (295)— (295)
Balance September 30, 2020$7,866 $78,462 $2,392 $88,720 
Total gains or losses for the three months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2020$— $2,409 $3,050 $5,459 
Total gains or losses for the three months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2020$258 $— $— $258 
For the nine months ended September 30, 2020
Balance January 1, 2020$9,853 $94,122 $369 $104,344 
Sale of risk participation agreementSale of risk participation agreement— — (27)(27)
Balance September 30, 2021Balance September 30, 2021$1,995 $138,052 $1,340 $141,387 
Total gains or losses for the three months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021Total gains or losses for the three months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$— $12,971 $1,557 $14,528 
*Total gains or losses for the three months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021*Total gains or losses for the three months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$$— $— $
For the nine months ended September 30, 2021For the nine months ended September 30, 2021
Balance January 1, 2021Balance January 1, 2021$7,968 $94,368 $2,741 $105,077 
Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):Total gains or losses (realized/unrealized):
Included in earningsIncluded in earnings— (18,116)2,832 (15,284)Included in earnings— 38,002 (1,689)36,313 
Included in other comprehensive income *Included in other comprehensive income *(101)— — (101)Included in other comprehensive income *(158)— — (158)
Investment securities calledInvestment securities called(2,000)— — (2,000)Investment securities called(6,000)— — (6,000)
Discount accretionDiscount accretion114 — — 114 Discount accretion185 — — 185 
Purchases of private equity investmentsPurchases of private equity investments— 2,791 — 2,791 Purchases of private equity investments— 14,491 — 14,491 
Sale/pay down of private equity investmentsSale/pay down of private equity investments— (364)— (364)Sale/pay down of private equity investments— (8,832)— (8,832)
Capitalized interest/dividendsCapitalized interest/dividends— 29 — 29 Capitalized interest/dividends— 23 — 23 
Purchase of risk participation agreementPurchase of risk participation agreement— — 445 445 
Sale of risk participation agreementSale of risk participation agreement— — (809)(809)Sale of risk participation agreement— — (157)(157)
Balance September 30, 2020$7,866 $78,462 $2,392 $88,720 
Total gains or losses for the nine months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2020$— $(18,096)$3,262 $(14,834)
Total gains or losses for the nine months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2020$(52)$— $— $(52)
Balance September 30, 2021Balance September 30, 2021$1,995 $138,052 $1,340 $141,387 
Total gains or losses for the nine months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021Total gains or losses for the nine months included in earnings attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$— $38,002 $1,367 $39,369 
*Total gains or losses for the nine months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021*Total gains or losses for the nine months included in other comprehensive income attributable to the change in unrealized gains or losses relating to assets still held at September 30, 2021$23 $— $— $23 
* Included in "net unrealized gains (losses) on otheravailable for sale debt securities" in the consolidated statements of comprehensive income.

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Gains and losses included in earnings for the Level 3 assets and liabilities in the previous table are reported in the following line items in the consolidated statements of income:

(In thousands)(In thousands)Loan Fees and SalesOther Non-Interest IncomeInvestment Securities Gains (Losses), NetTotal(In thousands)Loan Fees and SalesOther Non-Interest IncomeInvestment Securities Gains (Losses), NetTotal
For the three months ended September 30, 2022For the three months ended September 30, 2022
Total gains or losses included in earningsTotal gains or losses included in earnings$(230)$122 $14,050 $13,942 
Change in unrealized gains or losses relating to assets still held at September 30, 2022Change in unrealized gains or losses relating to assets still held at September 30, 2022$ $122 $14,050 $14,172 
For the nine months ended September 30, 2022For the nine months ended September 30, 2022
Total gains or losses included in earningsTotal gains or losses included in earnings$(764)$30 $37,133 $36,399 
Change in unrealized gains or losses relating to assets still held at September 30, 2022Change in unrealized gains or losses relating to assets still held at September 30, 2022$ $28 $37,083 $37,111 
For the three months ended September 30, 2021For the three months ended September 30, 2021For the three months ended September 30, 2021
Total gains or losses included in earningsTotal gains or losses included in earnings$(309)$47 $12,971 $12,709 Total gains or losses included in earnings$(309)$47 $12,971 $12,709 
Change in unrealized gains or losses relating to assets still held at September 30, 2021Change in unrealized gains or losses relating to assets still held at September 30, 2021$1,510 $47 $12,971 $14,528 Change in unrealized gains or losses relating to assets still held at September 30, 2021$1,510 $47 $12,971 $14,528 
For the nine months ended September 30, 2021For the nine months ended September 30, 2021For the nine months ended September 30, 2021
Total gains or losses included in earningsTotal gains or losses included in earnings$(1,716)$27 $38,002 $36,313 Total gains or losses included in earnings$(1,716)$27 $38,002 $36,313 
Change in unrealized gains or losses relating to assets still held at September 30, 2021Change in unrealized gains or losses relating to assets still held at September 30, 2021$1,510 $(143)$38,002 $39,369 Change in unrealized gains or losses relating to assets still held at September 30, 2021$1,510 $(143)$38,002 $39,369 
For the three months ended September 30, 2020
Total gains or losses included in earnings$591 $(87)$2,389 $2,893 
Change in unrealized gains or losses relating to assets still held at September 30, 2020$3,137 $(87)$2,409 $5,459 
For the nine months ended September 30, 2020
Total gains or losses included in earnings$2,679 $153 $(18,116)$(15,284)
Change in unrealized gains or losses relating to assets still held at September 30, 2020$3,137 $125 $(18,096)$(14,834)

Level 3 Inputs
The Company's significant Level 3 measurements, which employ unobservable inputs that are readily quantifiable, pertain to auction rate securities (ARS), investments in portfolio concerns held by the Company's private equity subsidiaries, and held for sale residential mortgage loan commitments. ARS are included in state and municipal securities and totaled $2.0$1.9 million at September 30, 2021,2022, while private equity investments, included in other securities, totaled $138.1$176.3 million.

Information about these inputs is presented in the table below.

Quantitative Information about Level 3 Fair Value MeasurementsQuantitative Information about Level 3 Fair Value MeasurementsWeightedQuantitative Information about Level 3 Fair Value MeasurementsWeighted
Valuation TechniqueUnobservable InputRangeAverage*Valuation TechniqueUnobservable InputRangeAverage*
Auction rate securitiesAuction rate securitiesDiscounted cash flowEstimated market recovery period5 years5 yearsAuction rate securitiesDiscounted cash flowEstimated market recovery period5 years5 years
Estimated market rate1.1%-1.3%1.2%Estimated market rate5.8%-6.5%6.1%
Private equity investmentsPrivate equity investmentsMarket comparable companiesEBITDA multiple4.0-6.05.3Private equity investmentsMarket comparable companiesEBITDA multiple4.0-7.05.5
Mortgage loan commitmentsMortgage loan commitmentsDiscounted cash flowProbability of funding67.2%-100.0%87.0%Mortgage loan commitmentsDiscounted cash flowProbability of funding87.7%-100.0%91.1%
Embedded servicing value.8%-1.2%1.0%Embedded servicing value1.0%-1.5%1.3%
* Unobservable inputs were weighted by the relative fair value of the instruments.

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Instruments Measured at Fair Value on a Nonrecurring Basis
For assets measured at fair value on a nonrecurring basis during the first nine months of 20212022 and 2020,2021, and still held as of September 30, 20212022 and 2020,2021, the following table provides the adjustments to fair value recognized during the respective periods, the level of valuation inputs used to determine each adjustment, and the carrying value of the related individual assets or portfolios at September 30, 20212022 and 2020.2021.

Fair Value Measurements UsingFair Value Measurements Using
(In thousands)(In thousands)

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) Recognized During the Nine Months Ended September 30(In thousands)

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) Recognized During the Nine Months Ended September 30
September 30, 2021
September 30, 2022September 30, 2022
Collateral dependent loans Collateral dependent loans$2,057 $ $ $2,057 $(349)Collateral dependent loans$200 $ $ $200 $(394)
Mortgage servicing rights Mortgage servicing rights9,774   9,774 1,120 Mortgage servicing rights11,228   11,228 304 
Long-lived assets Long-lived assets1,393   1,393 (726)Long-lived assets480   480 (965)
September 30, 2020
September 30, 2021September 30, 2021
Collateral dependent loans Collateral dependent loans$11,772 $— $— $11,772 $(3,214)Collateral dependent loans$2,057 $— $— $2,057 $(349)
Mortgage servicing rights Mortgage servicing rights5,731 — — 5,731 (1,823)Mortgage servicing rights9,774 — — 9,774 1,120 
Long- lived assetsLong- lived assets1,393 — — 1,393 (726)

The Company's significant Level 3 measurements that are measured on a nonrecurring basis pertain to the Company's mortgage servicing rights retained on certain fixed rate personal real estate loan originations. Mortgage servicing rights are included in other assetsintangible assets-net on the consolidated balance sheet,sheets, and information about these inputs at September 30, 2022 is presented in the table below.

Quantitative Information about Level 3 Fair Value MeasurementsQuantitative Information about Level 3 Fair Value MeasurementsWeightedQuantitative Information about Level 3 Fair Value MeasurementsWeighted
Valuation TechniqueUnobservable InputRangeAverage*Valuation TechniqueUnobservable InputRangeAverage*
Mortgage servicing rightsMortgage servicing rightsDiscounted cash flowDiscount rate9.02 %-9.35 %9.15 %Mortgage servicing rightsDiscounted cash flowDiscount rate9.51 %-9.81 %9.61 %
Prepayment speeds (CPR)*11.46 %-14.21 %12.55 %Prepayment speeds (CPR)*6.25 %-6.53 %6.32 %
Loan servicing costs - annually per loanLoan servicing costs - annually per loan
    Performing loans$70 -$72 $71     Performing loans$70 -$72 $71 
    Delinquent loans$200 -$750     Delinquent loans$200 -$750 
    Loans in foreclosure$1,000     Loans in foreclosure$1,000 
*Ranges and weighted averages based on interest rate tranches.

The significant unobservable inputs used in the fair value measurement of the Company’s mortgage servicing rights are updated periodically for changes in market conditions. Actual rates may differ from our estimates. Increases in prepayment speed and discount rates negatively impact the fair value of our mortgage servicing rights.


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16. Fair Value of Financial Instruments
The carrying amounts and estimated fair values of financial instruments held by the Company are set forth below. Fair value estimates are made at a specific point in time based on relevant market information. They do not reflect any premium or discount that could result from offering for sale at one time the Company’s entire holdings of a particular financial instrument. Because no market exists for many of the Company’s financial instruments, fair value estimates are based on judgments regarding future expected loss experience, risk characteristics and economic conditions. These estimates are subjective, involve uncertainties, and cannot be determined with precision. Changes in assumptions could significantly affect the estimates.

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The estimated fair values of the Company’s financial instruments and the classification of their fair value measurement within the valuation hierarchy are as follows at September 30, 20212022 and December 31, 2020:2021:

Carrying AmountEstimated Fair Value at September 30, 2021Carrying AmountEstimated Fair Value at September 30, 2022

(In thousands)

(In thousands)

Level 1Level 2Level 3Total

(In thousands)

Level 1Level 2Level 3Total
Financial AssetsFinancial AssetsFinancial Assets
Loans:Loans:Loans:
BusinessBusiness$5,277,850 $ $ $5,220,005 $5,220,005 Business$5,528,895 $ $ $5,384,563 $5,384,563 
Real estate - construction and landReal estate - construction and land1,257,836   1,238,620 1,238,620 Real estate - construction and land1,206,955   1,191,317 1,191,317 
Real estate - businessReal estate - business2,937,852   2,936,476 2,936,476 Real estate - business3,331,627   3,214,321 3,214,321 
Real estate - personalReal estate - personal2,769,292   2,772,259 2,772,259 Real estate - personal2,862,519   2,628,213 2,628,213 
ConsumerConsumer2,049,559   2,046,338 2,046,338 Consumer2,116,371   2,072,740 2,072,740 
Revolving home equityRevolving home equity281,442   279,165 279,165 Revolving home equity286,026   282,993 282,993 
Consumer credit cardConsumer credit card569,976   529,617 529,617 Consumer credit card563,349   525,940 525,940 
OverdraftsOverdrafts4,583   4,236 4,236 Overdrafts3,216   3,160 3,160 
Total loansTotal loans15,148,390   15,026,716 15,026,716 Total loans15,898,958   15,303,247 15,303,247 
Loans held for saleLoans held for sale16,043  16,043  16,043 Loans held for sale8,062  8,062  8,062 
Investment securitiesInvestment securities14,395,504 791,308 13,419,585 184,611 14,395,504 Investment securities12,899,146 1,042,431 11,633,549 223,166 12,899,146 
Federal funds soldFederal funds sold14,020 14,020   14,020 
Securities purchased under agreements to resellSecurities purchased under agreements to resell1,750,000   1,757,410 1,757,410 Securities purchased under agreements to resell1,275,000   1,243,913 1,243,913 
Interest earning deposits with banksInterest earning deposits with banks1,888,545 1,888,545   1,888,545 Interest earning deposits with banks642,943 642,943   642,943 
Cash and due from banksCash and due from banks344,460 344,460   344,460 Cash and due from banks344,178 344,178   344,178 
Derivative instrumentsDerivative instruments55,065  53,442 1,623 55,065 Derivative instruments38,460  38,419 41 38,460 
Assets held in trust for deferred compensation planAssets held in trust for deferred compensation plan20,880 20,880   20,880 Assets held in trust for deferred compensation plan16,588 16,588   16,588 
Total Total$33,618,887 $3,045,193 $13,489,070 $16,970,360 $33,504,623  Total$31,137,355 $2,060,160 $11,680,030 $16,770,367 $30,510,557 
Financial LiabilitiesFinancial LiabilitiesFinancial Liabilities
Non-interest bearing depositsNon-interest bearing deposits$11,622,855 $11,622,855 $ $ $11,622,855 Non-interest bearing deposits$10,468,591 $10,468,591 $ $ $10,468,591 
Savings, interest checking and money market depositsSavings, interest checking and money market deposits14,907,654 14,907,654  — 14,907,654 Savings, interest checking and money market deposits16,014,487 16,014,487  — 16,014,487 
Certificates of depositCertificates of deposit1,615,775   1,617,580 1,617,580 Certificates of deposit988,238   972,605 972,605 
Federal funds purchasedFederal funds purchased11,345 11,345  — 11,345 Federal funds purchased311,200 311,200  — 311,200 
Securities sold under agreements to repurchaseSecurities sold under agreements to repurchase2,242,408   2,242,486 2,242,486 Securities sold under agreements to repurchase2,003,390   2,004,755 2,004,755 
Other borrowingsOther borrowings3,949  3,949  3,949 Other borrowings985  985  985 
Derivative instrumentsDerivative instruments12,466  12,183 283 12,466 Derivative instruments55,768  55,669 99 55,768 
Liabilities held in trust for deferred compensation planLiabilities held in trust for deferred compensation plan20,880 20,880  — 20,880 Liabilities held in trust for deferred compensation plan16,588 16,588  — 16,588 
Total Total$30,437,332 $26,562,734 $16,132 $3,860,349 $30,439,215  Total$29,859,247 $26,810,866 $56,654 $2,977,459 $29,844,979 
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Carrying AmountEstimated Fair Value at December 31, 2020Carrying AmountEstimated Fair Value at December 31, 2021

(In thousands)

(In thousands)
Level 1Level 2Level 3Total

(In thousands)
Level 1Level 2Level 3Total
Financial AssetsFinancial AssetsFinancial Assets
Loans:Loans:Loans:
BusinessBusiness$6,546,087 $— $— $6,467,572 $6,467,572 Business$5,303,535 $— $— $5,229,153 $5,229,153 
Real estate - construction and landReal estate - construction and land1,021,595 — — 995,873 995,873 Real estate - construction and land1,118,266 — — 1,099,747 1,099,747 
Real estate - businessReal estate - business3,026,117 — — 3,016,576 3,016,576 Real estate - business3,058,837 — — 3,054,481 3,054,481 
Real estate - personalReal estate - personal2,820,030 — — 2,830,521 2,830,521 Real estate - personal2,805,401 — — 2,809,490 2,809,490 
ConsumerConsumer1,950,502 — — 1,953,217 1,953,217 Consumer2,032,225 — — 2,031,408 2,031,408 
Revolving home equityRevolving home equity307,083 — — 304,434 304,434 Revolving home equity275,945 — — 273,450 273,450 
Consumer credit cardConsumer credit card655,078 — — 576,320 576,320 Consumer credit card575,410 — — 536,468 536,468 
OverdraftsOverdrafts3,149 — — 3,068 3,068 Overdrafts6,740 — — 6,458 6,458 
Total loansTotal loans16,329,641 — — 16,147,581 16,147,581 Total loans15,176,359 — — 15,040,655 15,040,655 
Loans held for saleLoans held for sale45,089 — 45,089 — 45,089 Loans held for sale8,615 — 8,615 — 8,615 
Investment securitiesInvestment securities12,626,296 841,025 11,638,558 146,713 12,626,296 Investment securities14,695,628 1,087,873 13,413,558 194,197 14,695,628 
Federal funds soldFederal funds sold2,800 2,800 — — 2,800 
Securities purchased under agreements to resellSecurities purchased under agreements to resell850,000 — — 894,338 894,338 Securities purchased under agreements to resell1,625,000 — — 1,623,856 1,623,856 
Interest earning deposits with banksInterest earning deposits with banks1,747,363 1,747,363 — — 1,747,363 Interest earning deposits with banks3,971,217 3,971,217 — — 3,971,217 
Cash and due from banksCash and due from banks437,563 437,563 — — 437,563 Cash and due from banks305,539 305,539 — — 305,539 
Derivative instrumentsDerivative instruments89,889 — 86,447 3,442 89,889 Derivative instruments41,842 — 40,994 848 41,842 
Assets held in trust for deferred compensation planAssets held in trust for deferred compensation plan19,278 19,278 — — 19,278 Assets held in trust for deferred compensation plan21,794 21,794 — — 21,794 
Total Total$32,145,119 $3,045,229 $11,770,094 $17,192,074 $32,007,397  Total$35,848,794 $5,389,223 $13,463,167 $16,859,556 $35,711,946 
Financial LiabilitiesFinancial LiabilitiesFinancial Liabilities
Non-interest bearing depositsNon-interest bearing deposits$10,497,598 $10,497,598 $— $— $10,497,598 Non-interest bearing deposits$11,772,374 $11,772,374 $— $— $11,772,374 
Savings, interest checking and money market depositsSavings, interest checking and money market deposits14,604,456 14,604,456 — — 14,604,456 Savings, interest checking and money market deposits16,598,085 16,598,085 — — 16,598,085 
Certificates of depositCertificates of deposit1,844,691 — — 1,847,277 1,847,277 Certificates of deposit1,442,614 — — 1,438,919 1,438,919 
Federal funds purchasedFederal funds purchased42,270 42,270 — — 42,270 Federal funds purchased43,385 43,385 — — 43,385 
Securities sold under agreements to repurchaseSecurities sold under agreements to repurchase2,056,113 — — 2,056,173 2,056,173 Securities sold under agreements to repurchase2,979,582 — — 2,979,677 2,979,677 
Other borrowingsOther borrowings12,514 — 12,514 — 12,514 
Derivative instrumentsDerivative instruments18,675 — 17,974 701 18,675 Derivative instruments12,101 — 11,824 277 12,101 
Liabilities held in trust for deferred compensation planLiabilities held in trust for deferred compensation plan19,278 19,278 — — 19,278 Liabilities held in trust for deferred compensation plan21,794 21,794 — — 21,794 
Total Total$29,083,081 $25,163,602 $17,974 $3,904,151 $29,085,727  Total$32,882,449 $28,435,638 $24,338 $4,418,873 $32,878,849 

17. Legal and Regulatory Proceedings
The Company has various legal proceedings pending at September 30, 2021,2022, arising in the normal course of business. While some matters pending against the Company specify damages claimed by plaintiffs, others do not seek a specified amount of damages or are at early stages of the legal process. The Company records a loss accrual for all legal and regulatory matters for which it deems a loss is probable and can be reasonably estimated. Some matters, which are in the early stages, have not yet progressed to the point where a loss amount can be determined to be probable and estimable.

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Item 2.    MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND
RESULTS OF OPERATIONS

The following discussion and analysis should be read in conjunction with the consolidated financial statements and related notes and with the statistical information and financial data appearing in this report as well as the Company's 20202021 Annual Report on Form 10-K. Results of operations for the three and nine month periods ended September 30, 20212022 are not necessarily indicative of results to be attained for any other period.

Forward-Looking Information
This report may contain "forward-looking statements" that are subject to risks and uncertainties and include information about possible or assumed future results of operations. Many possible events or factors could affect the future financial results and performance of the Company. This could cause results or performance to differ materially from those expressed in the forward-looking statements. Words such as "expects", "anticipates", "believes", "estimates", variations of such words and other similar expressions are intended to identify such forward-looking statements. These statements are not guarantees of future performance and involve certain risks, uncertainties and assumptions that are difficult to predict. Therefore, actual outcomes and results may differ materially from what is expressed or forecasted in, or implied by, such forward-looking statements. Readers should not rely solely on the forward-looking statements and should consider all uncertainties and risks discussed throughout this report. Forward-looking statements speak only as of the date they are made. The Company does not undertake to update forward-looking statements to reflect circumstances or events that occur after the date the forward-looking statements are made or to reflect the occurrence of unanticipated events. Such possible events or factors include: changes in economic conditions in the Company's market area, the effects of the COVID-19 pandemic, changes in policies by regulatory agencies, governmental legislation and regulation, fluctuations in interest rates, changes in liquidity requirements, demand for loans in the Company's market area, changes in accounting and tax principles, estimates made on income taxes, competition with other entities that offer financial services, cybersecurity threats, and such other factors as discussed in Part I Item 1A - "Risk Factors" and Part II Item 7 - "Management's Discussion and Analysis of Financial Condition and Results of Operations" in the Company's 20202021 Annual Report on Form 10-K and in Part II Item 1A of this Quarterly Report on Form 10-Q. Except as set forth in Part II, Item 1A, during10-K. During the quarter ended September 30, 2021,2022, there were no material changes to the Risk Factors disclosed in the Company's 20202021 Annual Report on Form 10-K.

Critical Accounting Estimates and Related Policies
The Company has identified certain policies as being critical because they require management to make particularly difficult, subjective and/or complex judgments about matters that are inherently uncertain and because of the likelihood that materially different amounts would be reported under different conditions or using different assumptions. These estimates and related policies relate toare the Company's allowance for credit losses and the valuation of certain investment securities.fair value measurement policies. A discussion of these estimates and related policies can be found in the sections captioned "Critical Accounting Policies" and "Allowance for Credit Losses on Loans and Liability for Unfunded Lending Commitments" in Management's Discussion and Analysis of Financial Condition and Results of Operations included in the Company's 20202021 Annual Report on Form 10-K. There have been no changes in the Company's application of critical accounting policies since December 31, 2020.2021.

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Selected Financial Data
Three Months Ended September 30Nine Months Ended September 30Three Months Ended September 30Nine Months Ended September 30
2021202020212020 2022202120222021
Per Share DataPer Share DataPer Share Data
Net income per common share — basic Net income per common share — basic$1.05 $1.06 *$3.55 $1.80 * Net income per common share — basic$1.03 $1.00 *$2.96 $3.38 *
Net income per common share — diluted Net income per common share — diluted1.05 1.06 *3.54 1.80 * Net income per common share — diluted1.02 .99 *2.95 3.37 *
Cash dividends on common stock Cash dividends on common stock.263 .257 *.788 .771 * Cash dividends on common stock.265 .250 *.795 .750 *
Book value per common share Book value per common share30.01 28.23 * Book value per common share19.86 28.58 *
Market price Market price69.68 53.61 * Market price66.16 66.36 *
Selected RatiosSelected RatiosSelected Ratios
(Based on average balance sheets)(Based on average balance sheets)(Based on average balance sheets)
Loans to deposits (1)
Loans to deposits (1)
54.44 %66.23 %57.91 %69.12 %
Loans to deposits (1)
56.40 %54.44 %54.05 %57.91 %
Non-interest bearing deposits to total deposits Non-interest bearing deposits to total deposits40.90 39.61 40.15 36.96  Non-interest bearing deposits to total deposits38.76 40.90 39.04 40.15 
Equity to loans (1)
Equity to loans (1)
23.17 20.54 21.68 20.96 
Equity to loans (1)
17.45 23.17 19.19 21.68 
Equity to deposits Equity to deposits12.62 13.60 12.56 14.49  Equity to deposits9.84 12.62 10.37 12.56 
Equity to total assets Equity to total assets10.22 10.90 10.22 11.42  Equity to total assets8.31 10.22 8.66 10.22 
Return on total assets Return on total assets1.40 1.71 1.65 1.04  Return on total assets1.48 1.40 1.39 1.65 
Return on common equity13.74 15.21 16.14 8.93 
Return on equity Return on equity17.84 13.74 16.08 16.14 
(Based on end-of-period data)(Based on end-of-period data)(Based on end-of-period data)
Non-interest income to revenue (2)
Non-interest income to revenue (2)
39.11 37.50 39.66 37.42 
Non-interest income to revenue (2)
35.99 39.11 37.34 39.66 
Efficiency ratio (3)
Efficiency ratio (3)
59.95 55.00 57.76 57.37 
Efficiency ratio (3)
55.19 59.95 57.48 57.76 
Tier I common risk-based capital ratio Tier I common risk-based capital ratio14.02 13.45  Tier I common risk-based capital ratio13.97 14.02 
Tier I risk-based capital ratio Tier I risk-based capital ratio14.02 13.45  Tier I risk-based capital ratio13.97 14.02 
Total risk-based capital ratio Total risk-based capital ratio14.83 14.62  Total risk-based capital ratio14.69 14.83 
Tangible common equity to tangible assets ratio (4)
Tangible common equity to tangible assets ratio (4)
9.71 10.11 
Tangible common equity to tangible assets ratio (4)
6.80 9.71 
Tier I leverage ratio
Tier I leverage ratio
9.31 9.39 
Tier I leverage ratio
9.87 9.31 
* Restated for the 5% stock dividend distributed in December 2020.2021.
(1) Includes loans held for sale.
(2) Revenue includes net interest income and non-interest income.
(3) The efficiency ratio is calculated as non-interest expense (excluding intangibles amortization) as a percent of revenue.
(4) The tangible common equity to tangible assets ratio is a measurement which management believes is a useful indicator of capital adequacy and utilization.
It provides a meaningful basis for period to period and company to company comparisons, and also assists regulators, investors and analysts in analyzing the financial position of the Company. Tangible common equity and tangible assets are non-GAAP measures and should not be viewed as substitutes for, or superior to, data prepared in accordance with GAAP.

The following table is a reconciliation of the GAAP financial measures of total equity and total assets to the non-GAAP measures of total tangible common equity and total tangible assets.

September 30September 30
(Dollars in thousands)(Dollars in thousands)20212020(Dollars in thousands)20222021
Total equityTotal equity$3,491,221 $3,306,264 Total equity$2,371,107 $3,491,221 
Less non-controlling interestLess non-controlling interest10,551 601 Less non-controlling interest19,513 10,551 
Less goodwillLess goodwill138,921 138,921 Less goodwill138,921 138,921 
Less core deposit premium4,684 1,452 
Less intangible assets*Less intangible assets*4,371 4,684 
Total tangible common equity (a)Total tangible common equity (a)$3,337,065 $3,165,290 Total tangible common equity (a)$2,208,302 $3,337,065 
Total assetsTotal assets$34,497,543 $31,453,817 Total assets$32,602,596 $34,497,543 
Less goodwillLess goodwill138,921 138,921 Less goodwill138,921 138,921 
Less core deposit premium4,684 1,452 
Less intangible assets*Less intangible assets*4,371 4,684 
Total tangible assets (b)Total tangible assets (b)$34,353,938 $31,313,444 Total tangible assets (b)$32,459,304 $34,353,938 
Tangible common equity to tangible assets ratio (a)/(b)Tangible common equity to tangible assets ratio (a)/(b)9.71 %10.11 %Tangible common equity to tangible assets ratio (a)/(b)6.80 %9.71 %

* Intangible assets other than mortgage servicing rights.
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Results of Operations
Summary
  Three Months Ended September 30Nine Months Ended September 30
(Dollars in thousands)20212020% change20212020% change
Net interest income$214,037 $215,962 (.9 %)$627,767 $620,084 1.2 %
Provision for credit losses7,385 (3,101)(338.1)59,272 (141,593)(141.9)
Non-interest income137,506 129,572 6.1 412,694 370,750 11.3 
Investment securities gains (losses), net13,108 16,155 (18.9)39,765 (1,275)N.M.
Non-interest expense(211,620)(190,858)10.9 (602,319)(572,068)5.3 
Income taxes(34,662)(34,375).8 (111,947)(54,209)106.5 
Non-controlling interest income (expense)(3,193)(907)N.M.(9,373)2,479 N.M.
Net income attributable to Commerce Bancshares, Inc.122,561 132,448 (7.5)415,859 224,168 85.5 
Preferred stock dividends (7,466)(100.0) (11,966)(100.0)
Net income available to common shareholders$122,561 $124,982 (1.9 %)$415,859 $212,202 96.0 %
N.M. - Not meaningful
  Three Months Ended September 30Nine Months Ended September 30
(Dollars in thousands)20222021% change20222021% change
Net interest income$246,373 $214,037 15.1 %$687,544 $627,767 9.5 %
Provision for credit losses(15,290)7,385 307.0 (12,594)59,272 121.2 
Non-interest income138,514 137,506 .7 409,710 412,694 (.7)
Investment securities gains, net3,410 13,108 (74.0)11,602 39,765 (70.8)
Non-interest expense(212,884)(211,620).6 (632,037)(602,319)4.9 
Income taxes(33,936)(34,662)(2.1)(97,859)(111,947)(12.6)
Non-controlling interest expense(3,364)(3,193)5.4 (9,595)(9,373)2.4 
Net income attributable to Commerce Bancshares, Inc.$122,823 $122,561 .2 %$356,771 $415,859 (14.2 %)

For the quarter ended September 30, 2021,2022, net income attributable to Commerce Bancshares, Inc. (net income) amounted to $122.6$122.8 million, a decreasean increase of $9.9 million,$262 thousand, or 7.5%.2%, compared to the third quarter of the previous year. For the current quarter, the annualized return on average assets was 1.40%1.48%, the annualized return on average equity was 13.74%17.84%, and the efficiency ratio was 59.95%55.19%. Diluted earnings per common share was $1.05, a decrease$1.02, an increase of .9%3.0% compared to $1.06$0.99 per share in the third quarter of 2020,2021, and decreased 23.9%increased 6.3% compared to $1.38$.96 per share in the previous quarter.

Compared to the third quarter of last year, net interest income decreased $1.9increased $32.3 million, or .9%15.1%, mainly due to decreases in loan interest and interest on securities purchased under agreements to resellincreases of $7.9 million and $2.2 million, respectively. These decreases were partly offset by a decline of $4.2$28.4 million in interest expenseincome on depositsloans and borrowings, coupled with an increase of $3.4$15.7 million in interest income on investment securities.securities, partly offset by an increase in deposits and borrowings interest expense of $13.3 million. The provision for credit losses declined $10.5increased $22.7 million due to a decreasean increase in the estimate of the allowance for credit losses on loans and unfunded lending commitments and lowerhigher net loan charge-offs. charge-offs, coupled with the release of allowances associated with certain pandemic-related estimates in the third quarter of 2021.Non-interest income increased $7.9$1.0 million, or 6.1%.7%, compared to the third quarter of 2020,2021, mainly due to growthincreases in trust fees, net bank card fees and deposit account fees,cash sweep commissions, partly offset by lower loan fees and sales. Investmentsales and trust fees. Net gains on investment securities net gains totaled $13.1$3.4 million in the current quarter compared to net gains of $16.2$13.1 million in the same quarter of last year. Net securities gains in the current quarter primarily resulted from unrealizednet fair value gains of $13.0$14.1 million in the Company's private equity portfolio.investment portfolio, partly offset by a loss of $10.7 million on the sale of an available for sale security. Non-interest expense increased $20.8$1.3 million, or 10.9%.6%, over the third quarter of 20202021 mainly due to non-recurring litigation settlement expense, higher salaries and benefits expense, and data processing and software expense.expense and travel and entertainment expense, partly offset by $8.2 million in litigation settlement costs recorded in 2021.

Net income for the first nine months of 20212022 was $415.9$356.8 million, an increasea decrease of $191.7$59.1 million, or 85.5%14.2%, overfrom the same period last year. Diluted earnings per common sharesshare was $3.54, an increase$2.95, a decrease of 96.7%12.5% compared to $1.80$3.37 per share in the same period last year. For the first nine months of 2021,2022, the annualized return on average assets was 1.65%1.39%, the annualized return on average equity was 16.14%16.08%, and the efficiency ratio was 57.76%57.48%. Net interest income increased $7.7$59.8 million, or 1.2%9.5%, over the same period last year. This growth was due to a decreaseincreases of $27.8 million in deposits and borrowings interest expense and growth of $6.2$70.7 million in interest income on investment securities, $11.8 million in interest income on loans and $7.0 million in interest earned on balances with the Federal Reserve, partly offset by a $27.5 million decrease in interest income on loans.securities purchased under agreements to resell of $14.9 million and an increase in deposits and borrowings interest expense of $15.0 million. The provision for credit losses was a benefitexpense of $59.3$12.6 million for the first nine months of 2021,2022, compared to provision expensea recovery of $141.6$59.3 million in the same period last year, resulting in a decreasean increase in provision expense of $200.9$71.9 million. Non-interest income increased $41.9decreased $3.0 million, or 11.3%.7%, from the first nine months of last year mainly due to lower loan fees and sales, partly offset by higher net bank card fees. Non-interest expense increased $29.7 million, or 4.9%, over the first nine months of last year mainly due to higher trust fees, net bank card fees and loan fees and sales. Non-interest expense increased $30.3 million, or 5.3%, over the first nine months of last year due to increases in salaries and benefits expense and data processing and software expense, as well as lower deferred loan origination costs.

expense.
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Net Interest Income
The following table summarizes the changes in net interest income on a fully taxable equivalenttaxable-equivalent basis, by major category of interest earning assets and interest bearing liabilities, identifying changes related to volumes and rates. Changes not solely due to volume or rate changes are allocated to rate.

Analysis of Changes in Net Interest Income
Three Months Ended September 30, 2021 vs. 2020Nine Months Ended September 30, 2021 vs. 2020Three Months Ended September 30, 2022 vs. 2021Nine Months Ended September 30, 2022 vs. 2021
Change due toChange due to Change due toChange due to

(In thousands)

(In thousands)
Average
Volume
Average
Rate

Total
Average
Volume
Average
Rate

Total

(In thousands)
Average
Volume
Average
Rate

Total
Average
Volume
Average
Rate

Total
Interest income, fully taxable equivalent basis:Interest income, fully taxable equivalent basis:Interest income, fully taxable equivalent basis:
Loans:Loans:Loans:
Business Business$(9,486)$6,838 $(2,648)$(6,101)$5,238 $(863) Business$(851)$6,632 $5,781 $(17,148)$5,205 $(11,943)
Real estate - construction and land Real estate - construction and land1,831 (672)1,159 5,745 (5,159)586  Real estate - construction and land1,063 5,744 6,807 2,655 7,955 10,610 
Real estate - business Real estate - business(61)(459)(520)2,026 (6,914)(4,888) Real estate - business2,401 7,693 10,094 4,334 8,267 12,601 
Real estate - personal Real estate - personal479 (1,959)(1,480)6,517 (7,631)(1,114) Real estate - personal567 644 1,211 612 (523)89 
Consumer Consumer517 (2,436)(1,919)1,193 (9,471)(8,278) Consumer564 2,461 3,025 2,100 (776)1,324 
Revolving home equity Revolving home equity(395)129 (266)(1,470)(846)(2,316) Revolving home equity(7)964 957 (348)1,209 861 
Consumer credit card Consumer credit card(2,292)(109)(2,401)(8,454)(2,969)(11,423) Consumer credit card(465)1,064 599 (3,384)1,716 (1,668)
Overdrafts Overdrafts— — — — — —  Overdrafts— — — — — — 
Total interest on loans Total interest on loans(9,407)1,332 (8,075)(544)(27,752)(28,296) Total interest on loans3,272 25,202 28,474 (11,179)23,053 11,874 
Loans held for saleLoans held for sale(74)(3)(77)287 (139)148 Loans held for sale(70)42 (28)(413)147 (266)
Investment securities:Investment securities:Investment securities:
U.S. government and federal agency securities U.S. government and federal agency securities(400)3,736 3,336 (918)13,653 12,735  U.S. government and federal agency securities5,583 (3,444)2,139 13,376 (2,604)10,772 
Government-sponsored enterprise obligations Government-sponsored enterprise obligations(284)19 (265)(1,672)(401)(2,073) Government-sponsored enterprise obligations29 37 64 13 77 
State and municipal obligations State and municipal obligations1,737 (915)822 11,888 (6,296)5,592  State and municipal obligations77 (381)(304)1,742 (1,866)(124)
Mortgage-backed securities Mortgage-backed securities4,205 (7,351)(3,146)24,116 (41,209)(17,093) Mortgage-backed securities(1,032)6,894 5,862 1,740 33,031 34,771 
Asset-backed securities Asset-backed securities7,218 (6,263)955 20,737 (19,639)1,098  Asset-backed securities2,294 5,283 7,577 12,360 4,424 16,784 
Other securities Other securities2,197 (700)1,497 5,354 457 5,811  Other securities379 (130)249 3,374 4,489 7,863 
Total interest on investment securities Total interest on investment securities14,673 (11,474)3,199 59,505 (53,435)6,070  Total interest on investment securities7,330 8,230 15,560 32,656 37,487 70,143 
Federal funds soldFederal funds sold— (3)Federal funds sold18 75 93 23 88 111 
Securities purchased under agreements to resellSecurities purchased under agreements to resell10,384 (12,624)(2,240)10,149 (9,043)1,106 Securities purchased under agreements to resell(1,401)(1,622)(3,023)12,316 (27,198)(14,882)
Interest earning deposits with banksInterest earning deposits with banks398 336 734 2,059 (1,947)112 Interest earning deposits with banks(613)5,189 4,576 (599)7,641 7,042 
Total interest incomeTotal interest income15,975 (22,433)(6,458)71,460 (92,319)(20,859)Total interest income8,536 37,116 45,652 32,804 41,218 74,022 
Interest expense:Interest expense:Interest expense:
Deposits:Deposits:Deposits:
Savings Savings66 (46)20 258 (195)63  Savings22 (134)(112)95 (426)(331)
Interest checking and money market Interest checking and money market428 (1,837)(1,409)2,550 (12,341)(9,791) Interest checking and money market183 5,657 5,840 720 5,430 6,150 
Certificates of deposit of less than $100,000 Certificates of deposit of less than $100,000(210)(612)(822)(813)(2,377)(3,190) Certificates of deposit of less than $100,000(30)235 205 (163)(88)(251)
Certificates of deposit of $100,000 and over Certificates of deposit of $100,000 and over(236)(1,826)(2,062)(1,158)(8,026)(9,184) Certificates of deposit of $100,000 and over(156)577 421 (269)(136)(405)
Total interest on deposits Total interest on deposits48 (4,321)(4,273)837 (22,939)(22,102) Total interest on deposits19 6,335 6,354 383 4,780 5,163 
Federal funds purchased and securities sold under
agreements to repurchase117 (43)74 486 (5,135)(4,649)
Federal funds purchasedFederal funds purchased10 30231217 518 535 
Securities sold under agreements to repurchaseSecurities sold under agreements to repurchase(30)7,129 7,099 95 9,764 9,859 
Other borrowingsOther borrowings— (1,030)(1,027)Other borrowings17 
Total interest expenseTotal interest expense165 (4,363)(4,198)293 (28,071)(27,778)Total interest expense13,769 13,773 504 15,070 15,574 
Net interest income, tax equivalent basisNet interest income, tax equivalent basis$15,810 $(18,070)$(2,260)$71,167 $(64,248)$6,919 Net interest income, tax equivalent basis$8,532 $23,347 $31,879 $32,300 $26,148 $58,448 

Net interest income in the third quarter of 20212022 was $214.0$246.4 million, a decreasean increase of $1.9$32.3 million fromover the third quarter of 2020.2021. On a tax equivalent (T/E)fully taxable-equivalent (FTE) basis, net interest income totaled $216.9$248.7 million in the third quarter of 2021, down $2.32022, up $31.9 million fromover the same period last year and up $5.8$13.7 million over the previous quarter. The decreaseincrease in net interest income
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compared to the third quarter of 20202021 was mainly due to lowerhigher interest income earned on loans (T/E)(FTE) of $8.1$28.5 million and investment securities purchased under agreements to resell(FTE) of $2.2$15.6 million, partly offset by higher interest income earned on investment securities (T/E) of $3.2 million and lower interest expense on interest bearing deposits and borrowings of $4.3$13.8 million. The decreaseincrease in total interest earned on loans (T/E)(FTE) was mainly the result of a decline inhigher loan yields on all loan products, especially commercial loans, many of which have variable rates, coupled with higher average balances, partly offset by growth in the average rate earned.balances. The increase in interest earned on investment securities (T/E)(FTE) was mainlythe result of higher average rates earned and average balances, while the increase in interest expense was due to higher average balances, partly offset by lower rates earned, while the decrease in expensepaid on interest bearing deposits was a result of a decline in the average rate paid.and borrowings. The Company's net yield on earning assets (T/E)(FTE) was 2.58%3.01% in the current quarter compared to 2.97%2.58% in the third quarter of 2020.2021.

Total interest income (T/E) decreased $6.5(FTE) increased $45.7 million fromover the third quarter of 2020.2021. Interest income on loans (T/E)(FTE) was $143.9$172.4 million during the third quarter of 2021, a decrease2022, an increase of $8.1$28.5 million, or 5.3%19.8%, fromover the same quarter last year. The decreaseincrease in interest income fromover the same quarter last year was primarily due to a decline of $1.1 billion, or 6.8%, in average loan balances, partly offset by an increase of five63 basis points in the average rate earned.earned and growth of $386.9 million, or 2.5%, in average loan balances. Most of the decreaseincrease in interest income occurred in the business, business real estate, construction and consumer credit card, consumer, and personalloan categories. The largest increase to interest income occurred in business real estate loan categories. These decreases were partly offset by aninterest, which grew $10.1 million due to a 94 basis point increase in interest incomethe average rate earned, coupled with growth in the construction and land loan category.average balances of $275.3 million, or 9.2%. Business loan interest income decreased $2.6increased $5.8 million due to a decline of $1.3 billion in average balances, partly offset by an increase of 48 basis points in the average rate earned. The decline in business loan average balances was mainly due to a decrease of $930.8 million in Paycheck Protection Program (PPP) loans, while the increase in the yield was partly due to an increase in the PPP loan yield, which was 7.73% in the third quarter of 2021. Consumer credit card loan interest decreased $2.4 million mainly due to a decline of $79.8 million in average balances. Consumer loan interest declined $1.9 million due to a decrease of 4851 basis points in the average rate earned, partly offset by a $48.9decline of $119.8 million or 2.5%, increase in average balances. Personal real estateConstruction and land loan interest income fell $1.5grew $6.8 million due to a 29176 basis point decreaseincrease in the average rate earned partly offset by higher average balancesand growth of $53.3$120.2 million, or 2.0%. These decreases to interest income (T/E) were partly offset by an increase of $1.2 million in interest earned on construction and land loans, mostly due to growth of $194.2 million, or 19.9%10.3%, in average loan balances, partly offset by a declinebalances. Consumer loan interest increased $3.0 million due to an increase of 2346 basis points in the average rate earned.earned and growth in average balances of $60.4 million, or 3.0%.

Interest income on investment securities (T/E)(FTE) was $65.7$81.3 million during the third quarter of 2021,2022, which was an increase of $3.2$15.6 million over the same quarter last year. The increase in interest income occurred mainly in interest earned on asset-backed securities, which rose $7.6 million due to an increase of 54 basis points in the average rate earned, coupled with higher average balances of $842.9 million, or 27.8%. Interest income earned on mortgage-backed securities increased $5.9 million due to an increase in the average rate earned of 40 basis points, partly offset by a decline of $267.5 million, or 3.8%, in the average balance. In addition, a $1.5 million increase in premium amortization, reflecting slower forward prepayment speed estimates was recorded in the current quarter, compared to a premium amortization adjustment increase of $5.0 million in the prior year. Interest on U.S. government and federal agency obligations which grew $3.3$2.1 million mainly due to higher average balances of $385.9 million, or 53.0%, and an increase in inflation income on the Company's U.S. Treasury inflation-protected securities (TIPS)., while a decrease of 123 basis points in the average rate earned partly offset these increases in income. Interest income related to TIPS, which is tied to the non-seasonally adjusted Consumer Price Index (CPI-U), increased $3.4$1.8 million over the same quarter last year. Interest earned on other securities grew $1.5 million mainly due to distributions from investments in the Company's private equity portfolio. Interest on asset-backed securities rose $955 thousand as a result of a $1.5 billion increase in the average balance, partly offset by an 82 basis point decline in the average rate earned. In addition, interest earned on state and municipal obligations grew $822 thousand as a result of growth in the average balance of $272.4 million, or 15.4%, partly offset by an 18 basis point decline in the average rate earned. These increases to interest income on investment securities (T/E) were partly offset by a decline in interest earned on mortgage-backed securities, which fell $3.1 million due to a 42 basis point decline in the average rate earned, partly offset by an increase of $855.5 million, or 13.7%, in the average balance. At September 30, 2021, the Company recorded a $5.0 million adjustment to premium amortization, which increased interest income this quarter to reflect moderately slower prepayment speed estimates on mortgage-backed securities. The average balance of the total investment portfolio (excluding unrealized fair value adjustments on available for sale debt securities) was $14.8 billion in the third quarter of 2022, compared to $13.8 billion in the third quarter of 2021, compared to $11.1 billion in the third quarter of 2020.2021.

Interest income on securities purchased under agreements to resell decreased $2.2$3.0 million from the same quarter last year, due to a decrease of 30747 basis points in the average rate earned and a decline of $253.9 million in the average balance. Interest income on balances at the Federal Reserve grew $4.6 million due to an increase of 210 basis points in the average rate earned, partly offset by growth of $783.2 million in the average balance. In the third quarter of 2021, $250.0 million of securities purchased under agreements to resell (resell agreements), which had been earning interest at an average rate of 4.7%, matured and were replaced with $700.0 million of resell agreements earning approximately .28%. Interest income on balances at the Federal Reserve grew $734 thousand due to an increasea decrease of $1.6 billion in the average balance invested and an increase of five basis points in the average rate earned.invested.

The average tax equivalentfully taxable-equivalent yield on total interest earning assets was 3.21% in the third quarter of 2022, up from 2.62% in the third quarter of 2021, down from 3.07% in the third quarter of 2020.2021.

Total interest expense decreased $4.2increased $13.8 million compared to the third quarter of 20202021 due to a $4.3 million decreaseincreases in interest expense of $6.4 million on interest bearing deposits slightly offset by a $75 thousand increase in interest expenseand $7.4 million on borrowings. The decreaseincrease in deposit interest expense resulted mainly from a 12 basis point decline in the overall average rate paid. Interest expense on certificatesan increase of deposit (CD's) declined $2.9 million due to a 55 basis point decrease in the average rate paid, coupled with a decrease of $267.1$5.8 million in the average balance. Interestinterest expense on interest checking and money market deposit accounts declined $1.4 million, due to a five15 basis point decreaseincrease in the average rate paid partly offset byand higher average balances of $1.6$1.1 billion.
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Interest expense on borrowings increased slightlywas higher due to higheran increase of 129 basis points in the average balances ofrate paid on customer repurchase agreements. The overall average rate incurred on all interest bearing liabilities was .06%.34% and .17%.06% in the third quarters of 20212022 and 2020,2021, respectively.

Net interest income (T/E)(FTE) for the first nine months of 20212022 was $636.7$695.1 million compared to $629.8$636.7 million for the same period in 2020.2021. For the first nine months of 2021,2022, the net interest margin was 2.63%2.75% compared to 3.07%2.63% for the same period in 2020.2021.

Total interest income (T/E)(FTE) for the first nine months of 2021 decreased $20.92022 increased $58.4 million fromover the same period last year mainly due to lowerhigher interest income on investment securities (FTE) and loans (T/E)(FTE), partly offset by higherlower interest earned on investment securities (T/E).purchased under agreements to resell and higher interest expense. Loan interest income (T/E) declined $28.3(FTE) grew $11.9 million, or 6.1%2.7%, due to a 2720 basis point declineincrease in the average rate earned. Theearned, partly offset by a $403.8 million decrease in average loan balances. Most of the increase in loan interest occurred mainly in the business real estate and construction loan categories due to
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higher average rates and balances. In addition, consumer loan interest increased due to higher average balances, partly offset by lower rates earned. These increases were partly offset by lower interest earned on business and credit card loans due to lower average loan balances, coupled with lower average rates. In addition, business real estate, consumer and personal real estate loan interest declined due to lower average rates, partly offset by higher average balances, while interest on home equity loans declined due to lower average balances and rates.

rates earned. Interest income on investment securities (T/E) grew $6.1increased $70.1 million mainly due to ana 37 basis point increase of $3.4 billion in the average balance, partly offset by a decrease of 55 basis points in the average rate earned.earned and a $2.1 billion increase in average balances. Interest earned on U.S. government and federal agency obligations grew $12.7increased $10.8 million, mainly due to higher TIPS interest income. Interest earned on state and municipal obligationsmortgage-backed securities increased $5.6$34.8 million mainly due to higher average rates earned, while interest on asset-backed securities increased $16.8 million due to higher average balances partly offset by lowerand average rates earned. Interest earned on other securities increased partly$7.9 million mainly due to the receipt of distributions from investments$6.5 million in non-accrual interest on the sale of a private equity investment in the Company's private equity portfolio. Interest earned on asset-backed securities also increased over the prior year as a resultsecond quarter of higher average balances, partly offset by lower rates earned. Partly offsetting these increases was a decrease in interest earned on mortgage-backed securities, which declined $17.1 million as a result of lower average rates earned, partly offset by higher average balances. Interest earned on government sponsored enterprise obligations also decreased due to declines in both the average balance and the average rate earned.

2022. Interest income on securities purchased under agreements to resell increased $1.1decreased $14.9 million due to lower rates earned, partly offset by higher average balances, partly offset by lower average rates. Interest earnedwhile interest income on balances at the Federal Reserve increased slightly$7.0 million due to a $1.1 billion increase in thehigher average balance invested, partly offset by a 12 basis point decline in the average raterates earned.

Total interest expense for the first nine months of 2021 decreased $27.82022 increased $15.6 million compared to the same period last year. Interest expense on interest bearing deposits decreased $22.1increased $5.2 million, mainly due to a 22four basis point decreaseincrease in the overall rate paid.rate. Interest expense on interest checking and money market account balances decreased $9.8accounts increased $6.2 million mainly due to a 12five basis point decreaseincrease in rates paid, partly offset bythe average rate and higher average balances. Interest expense on CD's declined $12.4 million due to an 81 basis point decline in rates paid, coupled with lower average balances.

Interest expense on borrowings decreased $5.7increased $10.4 million, mainly due to lowerhigher rates paid on customer repurchase agreements. The overall cost of total interest bearing liabilities decreasedincreased to .07%.17% compared to .31%.07% in the same period last year.

Summaries of average assets and liabilities and the corresponding average rates earned/paid appear on the last page of this discussion.


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Non-Interest Income
Three Months Ended September 30Nine Months Ended September 30 Three Months Ended September 30Increase (Decrease)Nine Months Ended September 30Increase (Decrease)
(Dollars in thousands)(Dollars in thousands)20212020% change20212020% change(Dollars in thousands)20222021Amount% change20222021Amount% change
Trust feesTrust fees$45,406$48,950(3,544)(7.2)%$140,009$139,334675 .5 %
Bank card transaction feesBank card transaction fees$42,815 $37,873 13.0 %$123,118 $111,818 10.1 %Bank card transaction fees45,63842,8152,823 6.6 131,556123,1188,438 6.9 
Trust fees48,950 40,769 20.1 139,334 118,676 17.4 
Deposit account charges and other feesDeposit account charges and other fees25,161 23,107 8.9 71,724 69,063 3.9 Deposit account charges and other fees24,52125,161(640)(2.5)72,39271,724668 .9 
Consumer brokerage servicesConsumer brokerage services5,0854,900185 3.8 14,59913,4841,115 8.3 
Capital market feesCapital market fees3,794 3,194 18.8 12,102 10,756 12.5 Capital market fees3,3933,794(401)(10.6)10,84512,102(1,257)(10.4)
Consumer brokerage services4,900 4,011 22.2 13,484 11,099 21.5 
Loan fees and salesLoan fees and sales6,842 9,769 (30.0)24,472 17,653 38.6 Loan fees and sales3,0946,842(3,748)(54.8)10,57524,472(13,897)(56.8)
OtherOther5,044 10,849 (53.5)28,460 31,685 (10.2)Other11,3775,0446,333 125.6 29,73428,4601,274 4.5 
Total non-interest incomeTotal non-interest income$137,506 $129,572 6.1 %$412,694 $370,750 11.3 %Total non-interest income$138,514$137,506$1,008 .7 %$409,710$412,694(2,984)(.7 %)
Non-interest income as a % of total revenue*Non-interest income as a % of total revenue*39.1 %37.5 %39.7 %37.4 %Non-interest income as a % of total revenue*36.0 %39.1 %37.3 %39.7 %
* Total revenue includes net interest income and non-interest income.

The table below is a summary of net bank card transaction fees for the three and nine month periods ended September 30, 20212022 and 2020.2021.

Three Months Ended September 30Nine Months Ended September 30Three Months Ended September 30Nine Months Ended September 30
(Dollars in thousands)(Dollars in thousands)20212020% change20212020% change(Dollars in thousands)20222021$ change% change20222021$ change% change
Net debit card feesNet debit card fees$10,402 $9,721 7.0 %$30,274 $27,863 8.7 %Net debit card fees$10,508 $10,402 $106 1.0 %$30,593 $30,274 $319 1.1 %
Net credit card feesNet credit card fees3,863 3,359 15.0 11,389 9,749 16.8 Net credit card fees3,597 3,863 (266)(6.9)11,031 11,389 (358)(3.1)
Net merchant feesNet merchant fees5,202 4,551 14.3 14,711 13,165 11.7 Net merchant fees5,232 5,202 30 .6 15,146 14,711 435 3.0 
Net corporate card feesNet corporate card fees23,348 20,242 15.3 66,744 61,041 9.3 Net corporate card fees26,301 23,348 2,953 12.6 74,786 66,744 8,042 12.0 
Total bank card transaction feesTotal bank card transaction fees$42,815 $37,873 13.0 %$123,118 $111,818 10.1 %Total bank card transaction fees$45,638 $42,815 $2,823 6.6 %$131,556 $123,118 $8,438 6.9 %

For the third quarter of 2021,2022, total non-interest income amounted to $137.5$138.5 million compared to $129.6$137.5 million in the same quarter last year, which was an increase of $7.9$1.0 million, or 6.1%.7%. The increase was mainly due to higher trust fees and net bank card fees. Additionally, deposit account fees, consumer brokerage fees and capital market fees grew compared to the same quarter last year, but wereother non-interest income, partly offset by lower trust fees and loan fees and sales and other non-interest income.sales. Bank card transaction fees for the current quarter grew $4.9$2.8 million, or 13.0%6.6%, over the same period last year, mainly due to growth of $3.1$3.0 million in net corporate card fees, $681 thousand in net debit card fees, $651 thousand in net merchant fees, and $504 thousand in net credit card fees. The growth in net corporate card fees and net credit card fees was mainly due to higher interchange income, partly offset by higher rewards expense. The growth in net debit card fees was mainly due to higher interchange income, while the growth in net merchant fees was mostly due to higher merchant fees, partly offset by higher network expense. Trust fees for the quarter increased $8.2decreased $3.5 million, or 20.1%7.2%, overfrom the same quarter last year, resulting from higherlower private client fees and institutional trust fees, which were up 22.9% and 11.2%, respectively.fees. Compared to the same periodthird quarter of last year, deposit account fees increased $2.1 million,decreased $640 thousand, or 8.9%2.5%, mainly due to higherlower overdraft and return item fees. In September 2022, the Company implemented enhancements to consumer checking accounts that eliminate return item fees and corporate cash management fees. Capital marketare expected to lower overdraft fees increased $600 thousand, or 18.8%, while consumerfor our customers. Consumer brokerage service fees increased $889$185 thousand, or 22.2%3.8%, due to growth in annuity and advisory fees. Loanmutual fund fees, while loan fees and sales decreased $2.9$3.7 million, or 30.0%54.8%, compared to the same quarter last year, mainly due to a decline in mortgage banking revenue. Other non-interest income decreased $5.8increased $6.3 million, or 53.5%125.6%, mainly due to lowerhigher cash sweep commissions and tax credit sales fees of $1.6$3.4 million and $1.1 million, respectively. Additionally, a $2.0 million loss on an equity method investment was recorded this quarter.in the third quarter of 2021.

Non-interest income for the first nine months of 20212022 was $412.7$409.7 million, compared to $370.8$412.7 million in 2020,the first nine months of 2021, resulting in an increasea decrease of $41.9$3.0 million, or 11.3%.7%. Bank card fees increased $11.3$8.4 million, or 10.1%6.9%, mainly due to growth of $5.7$8.0 million in net corporate card fees, $2.4 million in net debit card fees, $1.6 million in net credit card fees, and $1.5 million in net merchant fees. Trust fee incomefees increased $20.7 million,$675 thousand, or 17.4%.5%, as a result ofmainly due to growth in private client andtrust fees, partly offset by lower institutional trust fee income.fees. Deposit account fees increased $2.7 million$668 thousand, or .9%, mainly due to higher corporate cash management fees and overdraft and return item fees, partly offset by lower personal account deposit fees. For the nine months ended September 30, 2021, corporate cash management fees comprised 51.9% of total deposit fees, while overdraft fees comprised 23.9% of total deposit fees. Capital market fees increaseddeclined $1.3 million, or 10.4%, while consumer brokerage service fees grew $2.4increased $1.1 million, or 21.5%8.3%, as a result ofdue to higher annuity and mutual fund fees, partly offset by lower advisory fees. Loan fees and sales increased $6.8decreased $13.9 million, or 38.6%56.8%, mainly due to growth inlower mortgage banking revenue. Other income decreased $3.2increased $1.3 million, or 4.5%, mainly due to lowerhigher cash sweep commissions of $5.3 million and tax credit sales fees andof $1.2 million, income of $2.2 million from a life insurance death benefit recorded in the second quarter of 2022, a $2.6 million loss on an equity method investment.investment recorded in 2021 and a lease impairment of $1.1 million recorded in 2021. These decreasesincreases were partly offset by gains of $3.7 million recorded on branch sales last year coupled with a write-down of $965 thousand on a branch location recorded in the first quarter of 2022. In addition, a decrease of $6.8 million in fair value adjustments was recorded on the Company's deferred compensation plan assets, which are held in a trust, recorded as both an asset and higher interest rate swap fees, check salesa liability, and wire feesaffect both other income and international fees.other expense.

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Investment Securities Gains (Losses), Net
Three Months Ended September 30Nine Months Ended September 30
(In thousands)2021202020212020
Net gains on sales of available for sale debt securities$ $13,674 $ $16,965 
Net gains on sales of equity securities —  
Net gains (losses) on sales and fair value adjustments of private equity investments12,971 2,389 39,613 (18,116)
Fair value adjustments on equity securities, net137 92 152 (126)
Total investment securities gains (losses), net$13,108 $16,155 $39,765 $(1,275)
Three Months Ended September 30Nine Months Ended September 30
(In thousands)2022202120222021
Net losses on sales of available for sale debt securities$(10,692)$— $(20,274)$— 
Fair value adjustments on equity securities, net(25)137 (1,048)152 
Net gains (losses) on sales of private equity investments77 — (4,209)1,611 
Fair value adjustments on private equity investments14,050 12,971 37,133 38,002 
Total investment securities gains, net$3,410 $13,108 $11,602 $39,765 

Net gains and losses on investment securities, which were recognized in earnings during the three months ended September 30, 20212022 and 2020,2021, are shown in the table above. Net securities gains of $13.1$3.4 million were reported in the third quarter of 2021,2022, compared to net gains of $16.2$13.1 million in the same period last year. The net gains in the third quarter of 20212022 were primarily comprised of $13.0$14.1 million of net gains in fair value on the Company’s private equity investments.investments, partially offset by a loss of $10.7 million on the sale of an available for sale security. The net gains on investment securities for the same quarter last year were mainly comprised of net gains of $13.7 million realized on sales of available for sale debt securities and $2.4$13.0 million of net gains in fair value on the Company’s private equity investments.

Net gains on investment securities of $39.8$11.6 million were recognized in earnings for the nine months ended September 30, 2021,2022, compared to net lossesgains of $1.3$39.8 million for the same period in 2020.2021. Net gains in the first nine months of 2022 were mainly comprised of net gains of $37.1 million on private equity investments, due to fair value adjustments, offset by losses of $20.3 million on sales of available for sale securities, net losses of $4.2 million on sales of private equity investments, and net losses in fair value of $1.0 million on equity investments. Net gains in the first nine months of 2021 were mainly comprised of a gain of $1.6 million realized on the sale of a private equity investment and $38.0 million of net gains in fair value on private equity investments. Net losses in the first nine months of 2020 were mainly comprised of fair value adjustments on private equity investments, which were largely offset by net gains realized on sales of available for sale debt securities. The portion of private equity activity attributable to minority interests is reported as non-controlling interest in the consolidated statements of income and resulted in expense of $6.6 million during the first nine months of 2022 and expense of $7.7 million during the first nine months of 2021 and income of $3.2 million during the first nine months of 2020.2021.

Non-Interest Expense
Three Months Ended September 30Nine Months Ended September 30 Three Months Ended September 30Increase (Decrease)Nine Months Ended September 30Increase (Decrease)
(Dollars in thousands)(Dollars in thousands)20212020% change20212020% change(Dollars in thousands)20222021Amount% change20222021Amount% change
Salaries and employee benefitsSalaries and employee benefits$132,824 $127,308 4.3 %$392,608 $383,004 2.5 %Salaries and employee benefits$137,393 $132,824 $4,569 3.4 %$415,589 $392,608 $22,981 5.9 %
Data processing and softwareData processing and software28,050 25,598 2,452 9.6 82,701 76,015 6,686 8.8 
Net occupancyNet occupancy12,329 12,058 2.2 35,877 35,075 2.3 Net occupancy12,544 12,329 215 1.7 37,343 35,877 1,466 4.1 
EquipmentEquipment4,440 4,737 (6.3)13,398 14,313 (6.4)Equipment5,036 4,440 596 13.4 14,338 13,398 940 7.0 
Supplies and communicationSupplies and communication4,530 4,141 9.4 12,688 13,226 (4.1)Supplies and communication4,581 4,530 51 1.1 13,655 12,688 967 7.6 
Data processing and software25,598 23,610 8.4 76,015 71,002 7.1 
MarketingMarketing5,623 4,926 14.1 16,461 14,706 11.9 Marketing6,228 5,623 605 10.8 18,408 16,461 1,947 11.8 
OtherOther26,276 14,078 86.6 55,272 40,742 35.7 Other19,052 26,276 (7,224)(27.5)50,003 55,272 (5,269)(9.5)
Total non-interest expenseTotal non-interest expense$211,620 $190,858 10.9 %$602,319 $572,068 5.3 %Total non-interest expense$212,884 $211,620 $1,264 .6 %$632,037 $602,319 $29,718 4.9 %

Non-interest expense for the third quarter of 20212022 amounted to $211.6$212.9 million, an increase of $20.8$1.3 million, or 10.9%.6%, compared to expense of $190.9$211.6 million in the third quarter of last year. The increase in expense over the same period last year was mainly due to non-recurring litigation settlement expense and higher salaries and benefits expense and data processing and software expense, partly offset by lower other non-interest expense. Salaries and employee benefits expense increased $5.5$4.6 million, or 4.3%3.4%, mostly due to higher full-time salaries expense of $5.6 million, or 6.4%, partly offset by lower incentive compensation.compensation expense of $2.5 million. Full-time equivalent employees totaled 4,595 at September 30, 2022, compared to 4,582 at September 30, 2021, compared to 4,825 at September 30, 2020. Occupancy and supplies and communication expense grew $271 thousand and $389 thousand, respectively, while equipment expense declined $297 thousand.2021. Data processing and software expense increased $2.0$2.5 million, or 8.4%9.6%, due to higher software amortization, bank card processing fees and increased costcosts for service providers, while marketingproviders. Occupancy expense grew $696increased $215 thousand, or 14.1%. Other1.7%, and equipment expense increased $596 thousand, or 13.4%, mainly due to higher equipment repair expense and depreciation expense. Marketing expense increased $605 thousand, or 10.8%, while other non-interest expense increased $12.2decreased $7.2 million, or 27.5%. This decrease was mainly due to $8.2 million in non-recurring litigation settlement costs. Additionally,costs recorded in the third quarter of 2021, lower legal and professional fees of $1.1 million and higher deferred loan origination costs of $755 thousand. These decreases to expense were partly offset by increases in travel and entertainment expense increased $1.3of $1.5 million and $1.1 million, respectively.insurance expense of $619 thousand.

Non-interest expense amounted to $602.3 million for the first nine months of 2021, an increase of $30.3 million, or 5.3%, over the first nine months of 2020. Salaries and benefits expense increased $9.6 million, or 2.5%, mainly due to higher costs for incentive compensation and healthcare expense, partly offset by lower full and part-time salaries expense. Occupancy expense increased $802 thousand, while supplies and communication expense decreased $538 thousand. Equipment expense decreased $915 thousand mainly due to lower depreciation and service contract expense. Data processing expense increased $5.0 million, or 7.1%, mostly due to higher costs for service providers, while marketing expense grew $1.8 million, or 11.9%.
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Non-interest expense amounted to $632.0 million for the first nine months of 2022, an increase of $29.7 million, or 4.9%, over the first nine months of 2021. Salaries and benefits expense increased $23.0 million, or 5.9%, mainly due to higher costs for salaries, incentive compensation, payroll taxes and 401(k) expense. Salaries expense included expense of $5.4 million for special bonuses paid to non-incentivized full-time and part-time employees in the second half of 2022. Data processing and software expense increased $6.7 million, or 8.8%, due to higher costs for service providers, software amortization and bank card processing fees. Occupancy expense increased $1.5 million, or 4.1%, mainly due to higher rent and outside services expense. Equipment expense increased $940 thousand, or 7.0%, mainly due to higher equipment repair and depreciation expense. Supplies and communication expense increased $967 thousand, or 7.6%, mainly due to higher bank card reissuance fees and courier expense, while marketing expense increased $1.9 million, or 11.8%. Other non-interest expense increased $14.5decreased $5.3 million, or 9.5%, mainly due to the non-recurring litigation settlement mentioned above, lowercoupled with a decline of $6.8 million in fair value equity adjustments on the Company's deferred loan origination costs and higher FDIC insurance and legal fees expense.compensation plan assets. These increases to expensedecreases were partly offset by lowerincreases in travel and entertainment expense of $3.9 million and a reduction in impairmentinsurance expense on the Company's mortgage servicing rights.of $1.2 million.



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Provision and Allowance for Credit Losses on Loans and Liability for Unfunded Lending Commitments
Three Months EndedNine Months Ended September 30 Three Months EndedNine Months Ended September 30
Sept. 30, 2021June 30, 2021Sept. 30, 202020212020Sept. 30, 2022June 30, 2022Sept. 30, 202120222021
ALLOWANCE FOR CREDIT LOSSES ON LOANSALLOWANCE FOR CREDIT LOSSES ON LOANSALLOWANCE FOR CREDIT LOSSES ON LOANS
Balance at end of prior period$172,395 $200,527 $240,744 $220,834 $160,682 
Adoption of ASU 2016-13 — —  (21,039)
Balance at beginning of periodBalance at beginning of period$172,395 $200,527 $240,744 $220,834 $139,643 Balance at beginning of period$138,039 $134,710 $172,395 $150,044 $220,834 
Provision for credit losses on loans Provision for credit losses on loans(5,961)(27,433)3,200 $(43,749)$123,559  Provision for credit losses on loans10,150 7,287 (5,961)$6,751 $(43,749)
Net loan charge-offs (recoveries): Net loan charge-offs (recoveries): Net loan charge-offs (recoveries):
Commercial: Commercial: Commercial:
Business Business65 (4,909)208 (4,848)3,084  Business461 19 65 557 (4,848)
Real estate-construction and land Real estate-construction and land — (1)1 (1) Real estate-construction and land — —  
Real estate-business Real estate-business(5)(85)(13)(70)(40) Real estate-business(8)(1)(5)(16)(70)
Commercial net loan charge-offs (recoveries)Commercial net loan charge-offs (recoveries)60 (4,994)194 (4,917)3,043 Commercial net loan charge-offs (recoveries)453 18 60 541 (4,917)
Personal Banking: Personal Banking: Personal Banking:
Real estate-personal Real estate-personal(26)(16)(198)(27)(273) Real estate-personal(15)(41)(26)(34)(27)
Consumer Consumer496 378 211 1,637 3,284  Consumer827 633 496 2,268 1,637 
Revolving home equity Revolving home equity(22)28 (86)29 (158) Revolving home equity(38)(14)(22)(34)29 
Consumer credit card Consumer credit card2,908 5,155 7,263 17,044 20,004  Consumer credit card2,882 2,937 2,908 9,191 17,044 
Overdrafts Overdrafts243 148 200 544 942  Overdrafts703 425 243 1,486 544 
Personal banking net loan charge-offsPersonal banking net loan charge-offs3,599 5,693 7,390 19,227 23,799 Personal banking net loan charge-offs4,359 3,940 3,599 12,877 19,227 
Total net loan charge-offsTotal net loan charge-offs3,659 699 7,584 14,310 26,842 Total net loan charge-offs4,812 3,958 3,659 13,418 14,310 
Balance at end of periodBalance at end of period$162,775 $172,395 $236,360 $162,775 $236,360 Balance at end of period$143,377 $138,039 $162,775 $143,377 $162,775 
LIABILITY FOR UNFUNDED LENDING COMMITMENTSLIABILITY FOR UNFUNDED LENDING COMMITMENTSLIABILITY FOR UNFUNDED LENDING COMMITMENTS
Balance at end of prior period$24,208 $42,430 $35,299 $38,307 $1,075 
Adoption of ASU 2016-13 — —  16,090 
Balance at beginning of periodBalance at beginning of period24,208 42,430 35,299 38,307 17,165 Balance at beginning of period24,907 25,032 24,208 24,204 38,307 
Provision for credit losses on unfunded lending commitmentsProvision for credit losses on unfunded lending commitments(1,424)(18,222)(99)(15,523)18,035 Provision for credit losses on unfunded lending commitments5,140 (125)(1,424)5,843 (15,523)
Balance at end of periodBalance at end of period22,784 24,208 35,200 22,784 35,200 Balance at end of period30,047 24,907 22,784 30,047 22,784 
ALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTSALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTS$185,559 $196,603 $271,560 $185,559 $271,560 ALLOWANCE FOR CREDIT LOSSES ON LOANS AND LIABILITY FOR UNFUNDED LENDING COMMITMENTS$173,424 $162,946 $185,559 $173,424 $185,559 

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Three Months EndedNine Months Ended September 30 Three Months EndedNine Months Ended September 30
Sept. 30, 2021June 30, 2021Sept. 30, 202020212020Sept. 30, 2022June 30, 2022Sept. 30, 202120222021
Annualized net loan charge-offs (recoveries)*:Annualized net loan charge-offs (recoveries)*:Annualized net loan charge-offs (recoveries)*:
Commercial:Commercial:Commercial:
Business Business %(.32 %).01 %(.11 %).07 % Business.03 %— %— %.01 %(.11 %)
Real estate-construction and land Real estate-construction and land — —  —  Real estate-construction and land — —  — 
Real estate-business Real estate-business (.01)—  —  Real estate-business — —  — 
Commercial net loan charge-offs (recoveries)Commercial net loan charge-offs (recoveries) (.19).01 (.06).04 Commercial net loan charge-offs (recoveries).02 — — .01 (.06)
Personal Banking:Personal Banking:Personal Banking:
Real estate-personal Real estate-personal — (.03) (.01) Real estate-personal (.01)—  — 
Consumer Consumer.10 .08 .04 .11 .22  Consumer.16 .12 .10 .15 .11 
Revolving home equity Revolving home equity(.03).04 (.10).01 (.06) Revolving home equity(.05)(.02)(.03)(.02).01 
Consumer credit card Consumer credit card2.04 3.59 4.47 3.91 3.93  Consumer credit card2.08 2.19 2.04 2.26 3.91 
Overdrafts Overdrafts18.87 15.89 29.59 17.59 39.16  Overdrafts62.85 30.86 18.87 39.39 17.59 
Personal banking net loan charge-offsPersonal banking net loan charge-offs.25 .40 .52 .45 .57 Personal banking net loan charge-offs.30 .28 .25 .30 .45 
Total annualized net loan charge-offsTotal annualized net loan charge-offs.10 %.02 %.18 %.12 %.23 %Total annualized net loan charge-offs.12 %.10 %.10 %.12 %.12 %
* as a percentage of average loans (excluding loans held for sale)

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The Company has an established process toTable of Contents
To determine the amount of the allowance for credit losses on loans and the liability for unfunded lending commitments, the Company has an established process which assesses the risks and losses expected in its portfolios. This process provides an allowance based on estimates of allowances for pools of loans and unfunded lending commitments, as well as a second, smaller component based on certain individually evaluated loans and unfunded lending commitments. The Company's policies and processes for determining the allowance for credit losses on loans and the liability for unfunded lending commitments are discussed in Note 1 to the consolidated financial statements and in the "Allowance for Credit Losses" discussion within Critical Accounting Estimates and Related Policies in Item 7 of the 20202021 Annual Report on Form 10-K.

Net loan charge-offs in the third quarter of 20212022 amounted to $3.7$4.8 million, compared to $699 thousand$4.0 million in the prior quarter and $7.6$3.7 million in the third quarter of last year. During the third quarter of 2021,2022, the Company recorded net charge-offs on commercial loans of $60$453 thousand, compared to net recoveriescharge-offs of $5.0 million in the prior quarter. Commercial loan net recoveries$18 thousand in the prior quarter resulted from recoveries on two business loans. Consumer credit cardand $60 thousand in the third quarter of 2021. Business loan net charge-offs decreased $2.2 millionincreased $442 thousand in the third quarter of 2021,2022, compared to the prior quarter. Compared to the same period last year, total net loan charge-offs in the third quarter of 2021 decreased $3.92022 increased $1.2 million. The decrease in net charge-offs during the third quarter of 2021 compared to the same quarter last yearThis increase was driven by a $4.4 million decreaseincreases in net charge-offs on overdraft, business, and consumer credit card loans.

For the three months ended September 30, 2021,2022, annualized net charge-offs on average consumer credit card loans totaled 2.04%2.08%, compared to 3.59%2.19% in the previous quarter and 4.47%2.04% in the same period last year. Consumer loan annualized net charge-offs in the current quarter amounted to .10%.16%, compared to .08%.12% in the prior quarter and .04%.10% in the same period last year. In the third quarter of 2021,2022, total annualized net loan charge-offs were .10%.12%, compared to .02%.10% in the previous quarter and .18%.10% in the same period last year.

The continued recovery ofFor the provision for credit losses on loans is the result of an improved forecast coupled with lower than projectednine months ended September 30, 2022, net charge-offs. The allowance for credit losses significantly increasedloan charge-offs amounted to $13.4 million, compared to $14.3 million during the first half of 2020same period in the prior year. The decrease in net loan charge-offs in the nine months ended September 30, 2022 was primarily due to a $7.9 million decline in net charge-offs on consumer credit card loans, which was mostly offset by a $5.4 million increase in net charge-offs on business loans driven by two large non-recurring recoveries in 2021. Net charge-offs on overdraft and consumer loans also increased $942 thousand and $631 thousand, respectively. For the pandemic-induced recession. The economic forecast utilizednine months ended September 30, 2022, annualized net charge-offs on average consumer credit card loans totaled 2.26%, compared to 3.91% during the same period last year, while consumer loan annualized net charge-offs in the nine months ended September 30, 2022 amounted to .15%, compared to .11% during the same period last year. During first halfnine months of 2020 captured extreme uncertainty with high unemployment rates, but through various governmental stimulus programs, improvements in the public health crisis due to the development and increasing availability of a COVID-19 vaccine, the projected2022, total annualized net loan charge-offs were not realized and.12%, unchanged from the economic forecast improved, thus allowing the release of the allowance for credit losses during 2021. As a result, the provision for credit losses, which includes the provision for loans and unfunded lending commitments, was a benefit of $7.4 million for the third quarter of 2021, compared to a benefit of $45.7 million in the second quarter of 2021 and expense of $3.1 million in the third quarter of 2020. same period last year.
In the current quarter, the
The provision for credit losses on loans was a benefit of $6.0$10.2 million in the current quarter, which was a $21.5$2.9 million decrease fromincrease over the $27.4$7.3 million benefitprovision recorded in the prior quarter. The provisionquarter and a $16.1 million increase over the $6.0 million benefit recorded for credit losses on loans in the current quarter decreased $9.2 million compared to the provision expense in the third quarter of 2020.

For the nine months ended September 30, 2021, net loan charge-offs totaled $14.3 million, compared to $26.8 million2021. The increase in the same period last year. Duringprovision from the first nine months of 2021, the Company recorded net recoveries of $4.9 million on commercial loans, comparedprior quarter was due to net loan charge-offs of $3.0 milliona slightly less optimistic forecast, which includes a mild recession in the first nine monthshalf of 2020. In addition, consumer
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loan net charge-offs declined $1.6 million and consumer credit card loan net charge-offs declined $3.0 million in the first nine months of 2021, compared to the same period last year.2023. The provision for credit losses on loans for the firstthird quarter of the prior year reflected lower than projected net charge-offs and an improved forecast at that point in time, resulting in the release of reserves established for uncertainties related to the pandemic during that quarter. For the nine months ended September 30, 2022, the provision for credit losses on loans was $6.8 million, compared to a recovery of 2021 was a benefit of $43.8$43.7 million reducingduring the same period in the prior year.

For the nine months ended September 30, 2022, the allowance for credit losses on loans. Theloans decreased $6.7 million, compared to the allowance for credit losses on loans as of December 31, 2021. The decrease was primarily the net result of reducing the allowance as pandemic economic concerns lessened compared to December 31, 2021, slightly offset by an emerging mild recession uncertainty related to the geopolitical environment, high inflation, and supply constraints on the economy. The allowance for credit losses on commercial loans increased by $5.3 million, while the allowance for credit losses related to personal banking loans, including consumer credit card loans, decreased $12.0 million, mostly related to decreases in consumer credit card loans experienced in the first quarter of 2022.

At September 30, 20202022, the allowance for credit losses on loans amounted to $143.4 million, compared to $138.0 million at June 30, 2022. This increase in the allowance for credit losses on loans compared to the prior quarter is due to a less optimistic forecast with a mild recession in the first half of 2023. The current period estimation for credit losses continues to consider the uncertainty in the economy as inflation rises and supply chain issues continue. The allowance for credit losses on loans was $236.4$162.8 million at September 30, 2021, reflecting pandemic uncertainties and the provision expense for the nine months endedeconomic forecast at that point in time, and was .90%, .88% and 1.07% of total loans at September 30, 2020 was $123.6 million.2022, June 30, 2022 and September 30, 2021, respectively.

In the current quarter, the provision for credit losses on unfunded lending commitments was $5.1 million, compared to a benefit of $125 thousand in the prior quarter and a benefit of $1.4 million reflecting a $16.8 million increase over the provision in the prior quarter (which was a benefit of $18.2 million), and decreased $1.3 million compared to the third quarter of 2020.2021. For the nine months ended September 30, 2022, the provision for credit losses on unfunded lending commitments was $5.8 million, compared to a benefit of $15.5 million during the same period in the prior year. At September 30, 2021,2022, the liability for unfunded lending
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commitments was $22.8$30.0 million, compared to $24.2$24.9 million at June 30, 20212022 and $35.2$22.8 million at September 30, 2020.2021. The Company's unfunded lending commitments primarily relate to construction loans, and the Company's estimate for credit losses in its unfunded lending commitments utilizes the same model and forecast as its estimate for credit losses on loans. See Note 2 for further discussion of the model inputs utilized in the Company's estimate of credit losses.

For the quarter ended September 30, 2021, the allowance for credit losses on loans decreased $9.6 million, compared to the allowance for credit losses on loans as of June 30, 2021. The decrease was primarily due to the improved economic forecast. The allowance for credit losses on commercial loans increased slightly by $126 thousand, while the allowance for credit losses related to personal banking loans, including consumer credit card loans, decreased $9.7 million. While the forecast continued to improve, the allowance considered the uncertainty of future potential COVID-19 disruptions on both the consumer and commercial portfolios. At September 30, 2021, the allowance for credit losses on loans amounted to $162.8 million, compared to $172.4 million and $200.5 million at June 30, 2021 and March 31, 2021, respectively, and was 1.07%, 1.10% and 1.22% of total loans at September 30, 2021, June 30, 2021 and March 31, 2021, respectively.

The Company considers the allowance for credit losses on loans and the liability for unfunded commitments adequate to cover losses expected in the loan portfolio, including unfunded commitments, at September 30, 2021.2022.

The allowance for credit losses on loans and the liability for unfunded lending commitments are estimates that require significant judgment including projections of the macro-economic environment. The Company utilizes a third-party macro-economic forecast that continuously changes due to economic conditions and events. These changes in the forecast cause fluctuations in the allowance for credit losses on loans and the liability for unfunded lending commitments. The Company useduses its best judgment to assess the macro-economic forecast and internal loss data in estimating the allowance for credit losses on loans and the liability for unfunded lending commitments. These estimates are subject to periodic refinement based on changes in the underlying external and internal data.


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Risk Elements of Loan Portfolio
The following table presents non-performing assets and loans which are past due 90 days and still accruing interest. Non-performing assets include non-accruing loans and foreclosed real estate. Loans are placed on non-accrual status when management does not expect to collect payments consistent with acceptable and agreed upon terms of repayment. Loans that are 90 days past due as to principal and/or interest payments are generally placed on non-accrual, unless they are both well-secured and in the process of collection, or they are personal banking loans that are exempt under regulatory rules from being classified as non-accrual. During 2020, Section 4013 of the CARES Act was signed into law and provided financial institutions the option to suspend the requirement to categorize modifications related to the COVID-19 pandemic as troubled debt restructurings. The 2021 Consolidated Appropriations Act signed on December 27, 2020 extends this temporary suspension through January 1, 2022. The Company follows the guidance under the CARES Act when determining if a customer's modification is subject to troubled debt restructuring classification. Refer to Note 2 for additional information.

(Dollars in thousands)(Dollars in thousands)September 30, 2021December 31, 2020(Dollars in thousands)September 30, 2022December 31, 2021
Non-accrual loansNon-accrual loans$10,421 $26,540 Non-accrual loans$7,184 $9,157 
Foreclosed real estateForeclosed real estate115 93 Foreclosed real estate354 115 
Total non-performing assetsTotal non-performing assets$10,536 $26,633 Total non-performing assets$7,538 $9,272 
Non-performing assets as a percentage of total loansNon-performing assets as a percentage of total loans.07 %.16 %Non-performing assets as a percentage of total loans.05 %.06 %
Non-performing assets as a percentage of total assetsNon-performing assets as a percentage of total assets.03 %.08 %Non-performing assets as a percentage of total assets.02 %.03 %
Total loans past due 90 days and still accruing interestTotal loans past due 90 days and still accruing interest$10,496 $22,190 Total loans past due 90 days and still accruing interest$12,538 $11,726 

Non-accrual loans totaled $10.4$7.2 million at September 30, 2021,2022, a decrease of $16.1$2.0 million from the balance at December 31, 2020.2021. The decrease occurred mainly in business loans which decreased $14.2$1.7 million. At September 30, 2021,
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2022, non-accrual loans were comprised of business (79.6%(78.6%), personal real estate (14.9%(19.3%), and business real estate (5.5%(2.1%) loans. Foreclosed real estate totaled $115$354 thousand at September 30, 2021,2022, an increase of $22$239 thousand when compared to December 31, 2020.2021. Total loans past due 90 days or more and still accruing interest were $10.5$12.5 million as of September 30, 2021, a decrease2022, an increase of $11.7 million$812 thousand from December 31, 2020.2021. Balances by class for non-accrual loans and loans past due 90 days and still accruing interest are shown in the "Delinquent and non-accrual loans" section in Note 2 to the consolidated financial statements.

In addition to the non-performing and past due loans mentioned above, the Company also has identified loans for which management has concerns about the ability of the borrowers to meet existing repayment terms. They are classified as substandard under the Company's internal rating system. The loans are generally secured by either real estate or other borrower assets, reducing the potential for loss should they become non-performing. Although these loans are generally identified as potential problem loans, they may never become non-performing. Such loans totaled $335.7$292.5 million at September 30, 20212022 compared with $361.8$278.7 million at December 31, 2020,2021, resulting in a decreasean increase of $26.1$13.8 million, or 7.2%4.9%.

(In thousands)(In thousands)September 30, 2021December 31, 2020(In thousands)September 30, 2022December 31, 2021
Potential problem loans:Potential problem loans:Potential problem loans:
Business Business$45,710 $133,039  Business$33,249 $37,143 
Real estate – construction and land Real estate – construction and land40,553 29,378  Real estate – construction and land57,647 40,259 
Real estate – business Real estate – business249,017 198,666  Real estate – business200,418 200,766 
Real estate – personal Real estate – personal414 670  Real estate – personal1,140 526 
Total potential problem loansTotal potential problem loans$335,694 $361,753 Total potential problem loans$292,454 $278,694 

At September 30, 2021,2022, the Company had $129.9$155.6 million of loans whose terms have been modified or restructured under a troubled debt restructuring. These loans have been extended to borrowers who are experiencing financial difficulty and who have been granted a concession, as defined by accounting guidance, and are further discussed in the "Troubled debt restructurings" section in Note 2 to the consolidated financial statements. This balance includes certain commercial loans totaling $110.6$140.6 million which are classified as substandard and included in the table above because of this classification.

Loans with Special Risk Characteristics
Management relies primarily on an internal risk rating system, in addition to delinquency status, to assess risk in the loan portfolio, and these statistics are presented in Note 2 to the consolidated financial statements. However, certain types of loans are considered at high risk of loss due to their terms, location, or special conditions. Additional information about the major types of loans in these categories and their risk features are provided below. Information based on loan-to-value (LTV) ratios was generally calculated with valuations at loan origination date. The Company normally obtains an updated appraisal or valuation at the time a loan is renewed or modified, or if the loan becomes significantly delinquent or is in the process of being foreclosed upon.

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Real Estate – Construction and Land Loans
The Company's portfolio of construction and land loans, as shown in the table below, amounted to 8.3%7.6% of total loans outstanding at September 30, 2021.2022. The largest component of construction and land loans was commercial construction, which increased $231.6$55.1 million during the nine months ended September 30, 2021.2022. At September 30, 2021,2022, multi-family residential construction loans totaled approximately $294.4$247.4 million, or 27.7%25.3%, of the commercial construction loan portfolio, compared to $238.0$155.9 million, or 28.8%16.9%, at December 31, 2020.2021.

(Dollars in thousands)(Dollars in thousands)September 30,
2021


% of Total
% of
Total
Loans
December 31, 2020
    

% of Total
% of
Total
Loans
(Dollars in thousands)September 30,
2022


% of Total
% of
Total
Loans
December 31, 2021
    

% of Total
% of
Total
Loans
Commercial constructionCommercial construction$1,059,113 84.2 %7.0 %$827,546 81.0 %5.1 %Commercial construction$977,771 81.0 %6.1 %$922,654 82.5 %6.1 %
Residential constructionResidential construction103,825 8.3 .7 94,729 9.3 .6 Residential construction138,799 11.5 .9 96,618 8.6 .7 
Commercial land and land developmentCommercial land and land development48,754 3.9 .3 40,021 3.9 .2 Commercial land and land development50,145 4.2 .3 48,481 4.3 .3 
Residential land and land developmentResidential land and land development46,144 3.6 .3 59,299 5.8 .4 Residential land and land development40,240 3.3 .3 50,513 4.6 .3 
Total real estate - construction and land loansTotal real estate - construction and land loans$1,257,836 100.0 %8.3 %$1,021,595 100.0 %6.3 %Total real estate - construction and land loans$1,206,955 100.0 %7.6 %$1,118,266 100.0 %7.4 %

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Real Estate – Business Loans
Total business real estate loans were $2.9$3.3 billion at September 30, 20212022 and comprised 19.4%21.0% of the Company's total loan portfolio. These loans include properties such as manufacturing and warehouse buildings, small office and medical buildings, churches, hotels and motels, shopping centers, and other commercial properties. At September 30, 2021, 38.0%2022, 35.7% of business real estate loans were for owner-occupied real estate properties, which have historically resulted in lower net charge-off rates than non-owner-occupied commercial real estate loans.

(Dollars in thousands)(Dollars in thousands)September 30,
2021


% of Total
% of
Total
Loans
December 31, 2020


% of Total
% of
Total
Loans
(Dollars in thousands)September 30,
2022


% of Total
% of
Total
Loans
December 31, 2021


% of Total
% of
Total
Loans
Owner-occupiedOwner-occupied$1,115,184 38.0 %7.4 %$1,145,862 37.9 %7.0 %Owner-occupied$1,188,189 35.7 %7.5 %$1,188,469 38.9 %7.8 %
OfficeOffice362,440 12.3 2.4 385,392 12.7 2.4 Office512,752 15.4 3.2 380,101 12.4 2.5 
RetailRetail321,768 11.0 2.1 349,461 11.5 2.1 Retail330,033 9.9 2.1 339,874 11.1 2.2 
Multi-familyMulti-family301,734 10.3 2.0 301,161 10.0 1.8 Multi-family313,740 9.4 2.0 354,282 11.6 2.3 
IndustrialIndustrial313,230 9.4 2.0 99,800 3.3 .7 
HotelsHotels265,247 9.0 1.8 271,189 9.0 1.7 Hotels218,319 6.6 1.4 234,673 7.7 1.5 
FarmFarm198,864 6.0 1.3 178,780 5.8 1.2 
Senior livingSenior living185,116 6.3 1.2 195,800 6.5 1.2 Senior living147,455 4.4 .9 174,871 5.7 1.2 
Farm162,660 5.5 1.1 169,692 5.6 1.0 
Industrial98,369 3.3 .6 78,341 2.6 .5 
OtherOther125,334 4.3 .8 129,219 4.2 .8 Other109,045 3.2 .6 107,987 3.5 .8 
Total real estate - business loansTotal real estate - business loans$2,937,852 100.0 %19.4 %$3,026,117 100.0 %18.5 %Total real estate - business loans$3,331,627 100.0 %21.0 %$3,058,837 100.0 %20.2 %

Revolving Home Equity Loans
The Company had $281.4$286.0 million in revolving home equity loans at September 30, 20212022 that were generally collateralized by residential real estate. Most of these loans (93.1%(91.7%) are written with terms requiring interest-only monthly payments. These loans are offered in three main product lines: LTV up to 80%, 80% to 90%, and 90% to 100%. As of September 30, 2021,2022, the outstanding principal of loans with an original LTV higher than 80% was $31.3$30.1 million, or 11.1%10.5% of the portfolio, compared to $32.1$30.9 million as of December 31, 2020.2021. Total revolving home equity loan balances over 30 days past due were $2.0$1.4 million at September 30, 20212022 and $1.6 million at December 31, 2020,2021, and there were no revolving home equity loans on non-accrual status at September 30, 20212022 or December 31, 2020.2021. The weighted average FICO score for the total current portfolio balance is 792.788. At maturity, the accounts are re-underwritten, and if they qualify under the Company's credit, collateral and capacity policies, the borrower is given the option to renew the line of credit or convert the outstanding balance to an amortizing loan.  If criteria are not met, amortization is required, or the borrower may pay off the loan. During the remainder of 20212022 through 2023,2024, approximately 15%12% of the Company's current outstanding balances are expected to mature. Of these balances, approximately 93%85% have a FICO score of 700 or higher. The Company does not expect a significant increase in losses as these loans mature, due to their high FICO scores, low LTVs, and low historical loss levels.

Consumer Loans
Within the consumer loan portfolio are several direct and indirect product lines, which include loans for the purchase of automobiles, motorcycles, marine and RVs. Auto loans comprised 43%38.1% of the consumer loan portfolio at September 30, 2021,2022, and outstanding balances for auto loans were $874.2$805.6 million and $879.9$855.4 million at September 30, 20212022 and December 31, 2020,
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2021, respectively. The balances over 30 days past due amounted to $6.9$7.4 million at September 30, 2021 compared to $9.22022 and $9.0 million at December 31, 2020,2021, respectively and comprised .8% and 1.0%0.9% of the outstanding balances of these loans at September 30, 20212022 and 1.1% at December 31, 2020,2021, respectively. For the nine months ended September 30, 2021, $324.52022, $257.5 million of new auto loans were originated, compared to $321.1$324.5 million during the first nine months of 2020.2021.  At September 30, 2021,2022, the automobile loan portfolio had a weighted average FICO score of 758,756, and net charge-offs on auto loans were .1%.2% of average auto loans at September 30, 2021.loans.

The Company's consumer loan portfolio also includes fixed rate home equity loans, typically for home repair or remodeling, and these loans comprised 11%10.9% of the consumer loan portfolio at September 30, 2021.2022. Losses on these loans have historically been low, and the Company saw a net charge-offrecoveries of $24$29 thousand in 2021.for the first nine months of 2022. Private banking loans comprised 28%33.5% of the consumer loan portfolio at September 30, 2021.2022. The Company's private banking loans are generally well-collateralized, and at September 30, 20212022 were secured primarily by assets held by the Company's trust department. The remaining portion of the Company's consumer loan portfolio is comprised of health services financing, motorcycles, marine and RV loans. Net charge-offs on private banking, health services financing, motorcycle and marine and RV loans totaled $958 thousand$1.1 million in the first nine months of 20212022 and were .1%0.1% of the average balances of these loans at September 30, 2021.2022.

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Consumer Credit Card Loans
The Company offers low promotional rates on selected consumer credit card products. Out of a portfolio at September 30, 20212022 of $570.0$563.3 million in consumer credit card loans outstanding, approximately $92.9$95.7 million, or 16.3%17.0%, carried a low promotional rate. Within the next six months, $39.9$32.2 million of these loans are scheduled to convert to the ongoing higher contractual rate. To mitigate some of the risk involved with this credit card product, the Company performs credit checks and detailed analysis of the customer borrowing profile before approving the loan application. Management believes that the risks in the consumer loan portfolio are reasonable and the anticipated loss ratios are within acceptable parameters.

Oil and Gas Energy Lending
The Company's energy lending portfolio is comprised of lending to the petroleum and natural gas sectors and totaled $230.4$279.6 million, or 1.5%1.8% of total loans at September 30, 2021,2022, an increase of $51.6$18.9 million from year end 2020,2021, as shown in the table below.

(In thousands)(In thousands)September 30, 2021December 31, 2020Unfunded commitments at September 30, 2021(In thousands)September 30, 2022December 31, 2021Unfunded commitments at September 30, 2022
ExtractionExtraction$165,883 $133,866 $147,581 Extraction$215,919 $184,840 $136,194 
Mid-stream shipping and storageMid-stream shipping and storage38,355 15,634 69,398 Mid-stream shipping and storage42,080 36,850 94,749 
Downstream distribution and refiningDownstream distribution and refining13,488 18,365 25,710 Downstream distribution and refining11,662 24,915 19,844 
Support activitiesSupport activities12,638 10,864 16,099 Support activities9,916 14,039 9,749 
Total energy lending portfolioTotal energy lending portfolio$230,364 $178,729 $258,788 Total energy lending portfolio$279,577 $260,644 $260,536 

Information about the credit quality of the Company's energy lending portfolio as of September 30, 2021 and December 31, 2020 is provided in the table below.

(Dollars in thousands)September 30, 2021% of Energy LendingDecember 31, 2020% of Energy Lending
Pass$216,674 94.0 %$126,380 70.7 %
Special mention1,999 .9 17,978 10.1 
Substandard9,172 4.0 31,676 17.7 
Non-accrual2,519 1.1 2,695 1.5 
Total$230,364 100.0 %$178,729 100.0 %

Energy lending balances classified as substandard and non-accrual represented 4.0% and 1.1% respectively, of total energy lending loan balances at September 30, 2021. The Company saw a small recovery on energy loans during the nine months ended September 30, 2021. The Company recorded $15 thousand of net loan charge-offs on energy loans for the year ended December 31, 2020.

Small Business Lending
During April 2020, in response to the COVID-19 crisis, the federal government created the PPP, sponsored by the Small Business Administration ("SBA"), under the CARES Act. As a participating lender under the program, the Company funded loans of $1.5 billion during 2020 (round 1) and $402.1 million during 2021 (round 2). The balance of PPP loans at September 30, 2021 was $307.9 million, a decrease of $546.4 million compared to balances at June 30, 2021. The change in PPP loan balances reflected a decline of $407.6 million in loan balances from June 30, 2021 (round 1), along with a decline of $138.8 million in loan balances from June 30, 2021 (round 2).Since the start of the PPP, the Company has recognized $51.4 million of a total of $60.4 million of PPP fees as of September 30, 2021, including $10.9 million during the third quarter of 2021.

The Company understands that the PPP loans are fully guaranteed by the SBA. Therefore, there was no increase in the allowance for credit losses on loans related to these loans as there is no expectation of credit loss. The maximum term of the loans is five years, however, the Company believes that almost all of the loan balances are expected to be forgiven by the SBA. As of September 30, 2021, 97% of round 1 and 35% of round 2 PPP loan balances have been forgiven. The process of loan forgiveness began during the third quarter of 2020, and the Company believes most of the remaining PPP loan balances will be forgiven in the fourth quarter of 2021.

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Shared National Credits
The Company participates in credits of large, publicly traded companies which are defined by regulation as shared national credits, or SNCs. Regulations define SNCs as loans exceeding $100 million that are shared by three or more financial institutions. The Company typically participates in these loans when business operations are maintained in the local communities or regional markets and opportunities to provide other banking services are present. The balance of SNC loans totaled $1.0$1.3 billion at September 30, 2021 and2022, compared to $1.2 billion at December 31, 2020.2021. Additional unfunded commitments at September 30, 20212022 totaled $1.6$1.7 billion.

Income Taxes
Income tax expense was $33.9 million in the third quarter of 2022, compared to $32.0 million in the second quarter of 2022 and $34.7 million in the third quarter of 2021, compared to $45.2 million in the second quarter of 2021 and $34.4 million in the third quarter of 2020.2021. The Company's effective tax rate, including the effect of non-controlling interest, was 21.7% in the third quarter of 2022, compared to 21.7% in the second quarter of 2022 and 22.1% in the third quarter of 2021, compared to 21.8% in the second quarter of 2021 and 20.6% in the third quarter of 2020.2021. For the nine months ended September 30, 2021,2022, income tax expense was $111.9$97.9 million, compared to $54.2$111.9 million for the same period during the previous year, resulting in effective tax rates of 21.2%21.5% and 19.5%21.2%, respectively.

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Financial Condition
Balance Sheet
Total assets of the Company were $34.5$32.6 billion at September 30, 20212022 and $32.9$36.7 billion at December 31, 2020.2021. Earning assets (excluding the allowance for credit losses on loans and fair value adjustments on debt securities) amounted to $33.1$32.3 billion at September 30, 20212022 and $31.3$35.5 billion at December 31, 2020,2021, and consisted of 46%49% in loans and 43%45% in investment securities at September 30, 2021.2022.

At September 30, 2021,2022, total loans decreased $1.2 billion,increased $722.6 million, or 7.4%4.8%, compared to balances at December 31, 2020. Business2021. The increase was mainly due to growth in business real estate, business, and construction loans decreased $1.3 billion, primarily due toof $272.8 million, $225.4 million, and $88.7 million, respectively. The growth in business loans was mainly the result of increased commercial and industrial, lease and commercial card lending, partly offset by a decline in Paycheck Protection Plan (PPP) loan balances. As of September 30, 2021, 97% of round 1 and 35% of round 2 PPP loan balances have been forgiven. Business real estate, consumer credit card and personaltax free loans. Personal real estate loans also decreased $88.2 million, $85.1 million and $50.7 million, respectively. These decreases were partly offset by growth in construction and consumer banking loans of $236.2 million and $99.1 million, respectively.increased $57.1 million. Consumer loans, which includeincludes automobile, marine and RV, fixed rate home equity and other consumer loans, increased mainly due to$84.1 million, as growth in private bankingother consumer loans was partly offset by a decline in auto loans. These increases in loan balances were partly offset by a decline in consumer credit card loans of $12.1 million.

Available for sale investmentdebt securities, excluding fair value adjustments, increased $1.9 billiondecreased $242.8 million at September 30, 20212022 compared to December 31, 2020.2021. Purchases of securities during this period totaled $4.5$1.9 billion, partly offset by sales, maturities and pay downs of $2.6$2.2 billion. The largest growthdeclines in outstanding balances occurred in agency mortgage-backed securities, state and municipal obligations, and other debt securities, which decreased $467.5 million, $51.2 million, and $54.3 million, respectively. These decreases were partially offset by increases in asset-backed securities and non-agency mortgage backmortgage-backed securities, which grew $1.5 billionincreased $209.8 million and $870.4$66.0 million, respectively. These increases were partially offset by a decline in agency mortgage-backed securities of $613.3 millionrespectively, at September 30, 20212022 compared to December 31, 2020.2021. At September 30, 2021,2022, the duration of the investment portfolio was 3.53.9 years, and maturities and pay downs of approximately $2.8$2.4 billion are expected to occur during the next 12 months.

Total deposits at September 30, 20212022 amounted to $28.1$27.5 billion, an increasea decrease of $1.2$2.3 billion compared to December 31, 2020.2021. The increasedecline in deposits largely resulted from growtha decrease in demand deposits, mainly in business demand deposits (increase(decrease of $903.5 million) and personal demand deposits (increase of $149.4 million)$1.7 billion). Additionally, savingscertificates of deposit decreased $454.4 million and money market deposits increased $238.1decreased $650.3 million. These decreases were partly offset by growth in government demand deposits of $325.4 million and $264.9 million, respectively. These increases were partially offset by decreases of $228.9 million in certificate of deposit balances and $199.9 million in interest checking deposit balancesdeposits of $58.4 million at September 30, 20212022 compared to balances at December 31, 2020.2021. The Company's borrowings totaled $2.3 billion at September 30, 2021, an increase2022, a decrease of $158.6$719.1 million overfrom balances at December 31, 2020,2021, mainly due to a decline in customer repurchase agreements, partly offset by an increase in customer repurchase agreements.federal funds purchased.

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Liquidity and Capital Resources
Liquidity Management
The Company’s most liquid assets are comprised of available for sale debt securities, federal funds sold, securities purchased under agreements to resell (resale agreements), and balances at the Federal Reserve Bank, as follows:

(In thousands)(In thousands)September 30, 2021June 30, 2021December 31, 2020(In thousands)September 30, 2022September 30, 2021December 31, 2021
Liquid assets:Liquid assets:Liquid assets:
Available for sale debt securities Available for sale debt securities$14,165,656 $13,291,506 $12,449,264  Available for sale debt securities$12,632,510 $14,165,656 $14,450,027 
Federal funds sold Federal funds sold 5,945 —  Federal funds sold14,020 — 2,800 
Securities purchased under agreements to resell Securities purchased under agreements to resell1,750,000 1,300,000 850,000  Securities purchased under agreements to resell1,275,000 1,750,000 1,625,000 
Balances at the Federal Reserve Bank Balances at the Federal Reserve Bank1,888,545 2,161,644 1,747,363  Balances at the Federal Reserve Bank642,943 1,888,545 3,971,217 
Total Total$17,804,201 $16,759,095 $15,046,627  Total$14,564,473 $17,804,201 $20,049,044 

There were no federalFederal funds sold, at September 30, 2021, which are funds lent to the Company's correspondent bank customers with overnight maturities.maturities, totaled $14.0 million as of September 30, 2022. Resale agreements, maturing through 2023,2025, totaled $1.8$1.3 billion at September 30, 2021.2022. Under these agreements, the Company lends funds to upstream financial institutions and holds marketable securities, safe-kept by a third-party custodian, as collateral. This collateral totaled $1.8$1.3 billion in fair value at September 30, 2021.2022. Interest earning balances at the Federal Reserve Bank, which have overnight maturities and are used for general liquidity purposes, totaled $1.9 billion$642.9 million at September 30, 2021.2022. The fair value of the available for sale debt portfolio was $14.2$12.6 billion at September 30, 20212022 and included an unrealized net gainloss of $138.4 million. The total net unrealized gain included net gains$1.5 billion.
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Table of $44.5 million on mortgage-backed and asset-backed securities, $52.1 million on U.S. government and federal agency obligations, and $36.5 million on state and municipal obligations.Contents

Approximately $2.8$2.4 billion of the available for sale debt portfolio is expected to mature or pay down during the next 12 months, and these funds offer substantial resources to meet new loan demand or help offset potential reductions in the Company's deposit funding base. The Company pledges portions of its investment securities portfolio to secure public fund deposits, securities sold under agreements to repurchase, trust funds, letters of credit issued by the FHLB, and borrowing capacity at the Federal Reserve Bank. Total investment securities pledged for these purposes were as follows:

(In thousands)(In thousands)September 30, 2021June 30, 2021December 31, 2020(In thousands)September 30, 2022September 30, 2021December 31, 2021
Investment securities pledged for the purpose of securing:Investment securities pledged for the purpose of securing:Investment securities pledged for the purpose of securing:
Federal Reserve Bank borrowings Federal Reserve Bank borrowings$18,566 $25,179 $40,792  Federal Reserve Bank borrowings$13,446 $18,566 $17,465 
FHLB borrowings and letters of credit FHLB borrowings and letters of credit3,736 4,296 5,376  FHLB borrowings and letters of credit2,033 3,736 3,218 
Securities sold under agreements to repurchase * Securities sold under agreements to repurchase *2,511,891 2,573,314 2,322,941  Securities sold under agreements to repurchase *2,275,924 2,511,891 3,475,589 
Other deposits and swaps Other deposits and swaps3,210,326 2,982,225 2,438,628  Other deposits and swaps2,483,636 3,210,326 2,897,576 
Total pledged securities Total pledged securities5,744,519 5,585,014 4,807,737  Total pledged securities4,775,039 5,744,519 6,393,848 
Unpledged and available for pledging Unpledged and available for pledging7,123,799 6,369,604 6,310,907  Unpledged and available for pledging6,905,006 7,123,799 6,913,721 
Ineligible for pledging Ineligible for pledging1,297,338 1,336,888 1,330,620  Ineligible for pledging952,465 1,297,338 1,142,458 
Total available for sale debt securities, at fair value Total available for sale debt securities, at fair value$14,165,656 $13,291,506 $12,449,264  Total available for sale debt securities, at fair value$12,632,510 $14,165,656 $14,450,027 
* Includes securities pledged for collateral swaps, as discussed in Note 12 to the consolidated financial statements.

Liquidity is also available from the Company's large base of core customer deposits, defined as non-interest bearing, interest checking, savings, and money market deposit accounts. At September 30, 2021,2022, such deposits totaled $26.5 billion and represented 94.3%96.4% of total deposits. These core deposits are normally less volatile, as they are often with customer relationships tied to other products offered by the Company, promoting long lasting relationships and stable funding sources. Certificates of deposit of $100,000 and over totaled $1.2 billion$597.1 million at September 30, 2021.2022. These accounts are normally considered more volatile andwith higher costingcost and comprised 4.1%2.2% of total deposits at September 30, 2021.2022.

(In thousands)(In thousands)September 30, 2021June 30, 2021December 31, 2020(In thousands)September 30, 2022September 30, 2021December 31, 2021
Core deposit base:Core deposit base:Core deposit base:
Non-interest bearing Non-interest bearing$11,622,855 $11,085,286 $10,497,598  Non-interest bearing$10,468,591 $11,622,855 $11,772,374 
Interest checking Interest checking2,202,422 2,192,932 2,402,272  Interest checking3,236,160 2,202,422 3,227,822 
Savings and money market Savings and money market12,705,232 12,461,764 12,202,184  Savings and money market12,778,327 12,705,232 13,370,263 
Total Total$26,530,509 $25,739,982 $25,102,054  Total$26,483,078 $26,530,509 $28,370,459 
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Other important components of liquidity are the level of borrowings from third party sources and the availability of future credit. The Company's outside borrowings are mainly comprised of federal funds purchased and repurchase agreements, as follows:

(In thousands)(In thousands)September 30, 2021June 30, 2021December 31, 2020(In thousands)September 30, 2022September 30, 2021December 31, 2021
Borrowings:Borrowings:Borrowings:
Federal funds purchased Federal funds purchased$11,345 $12,335 $42,270  Federal funds purchased$311,200 $11,345 $43,385 
Securities sold under agreements to repurchase Securities sold under agreements to repurchase2,242,408 2,305,893 2,056,113  Securities sold under agreements to repurchase2,003,390 2,242,408 2,979,582 
Other debt Other debt4,006 2,194 802  Other debt1,831 4,006 12,560 
Total Total$2,257,759 $2,320,422 $2,099,185  Total$2,316,421 $2,257,759 $3,035,527 

Federal funds purchased are unsecured overnight borrowings obtained mainly from upstream correspondent banks with which the Company maintains approved lines of credit. Repurchase agreements are borrowings by the Company from its customers in the form of securities sold under agreements to repurchase. These repurchase agreements, which generally mature overnight, are comprised of non-insured customer funds totaling $2.0 billion at September 30, 2022 and are collateralized by securities in the Company's investment portfolio and are comprisedportfolio. At September 30, 2022, the value of non-insured customer funds totaling $2.3 billion, which generally mature overnight.the collateral pledged for the benefit of customers was $2.0 billion. The Company also borrows on a secured basis through advances from the FHLB. The advances are generally short-term, fixed interest rate borrowings. There were no advances outstanding from the FHLB at September 30, 2021.2022.
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The Company pledges certain assets, including loans and investment securities, to both the Federal Reserve Bank and the FHLB as security to establish lines of credit and borrow from these entities. Based on the amount and type of collateral pledged, the FHLB establishes a collateral value from which the Company may draw advances against the collateral. Also, this collateral is used to enable the FHLB to issue letters of credit in favor of public fund depositors of the Company. The Federal Reserve Bank also establishes a collateral value of assets pledged and permits borrowings from the discount window. The following table reflects the collateral value of assets pledged, borrowings, and letters of credit outstanding, in addition to the estimated future funding capacity available to the Company at September 30, 2021.2022.

September 30, 2021September 30, 2022
(In thousands)(In thousands)

FHLB
Federal Reserve

Total
(In thousands)

FHLB
Federal Reserve

Total
Collateral value pledged$2,120,480 $1,039,017 $3,159,497 
Total collateral value established by FHLB and FRBTotal collateral value established by FHLB and FRB$1,905,444 $957,517 $2,862,961 
Letters of credit issuedLetters of credit issued(184,710)— (184,710)Letters of credit issued(259,470)— (259,470)
Available for future advancesAvailable for future advances$1,935,770 $1,039,017 $2,974,787 Available for future advances$1,645,974 $957,517 $2,603,491 

In addition to those mentioned above, several other sources of liquidity are available. No commercial paper has been issued or outstanding during the past ten years. The Company has no subordinated debt or hybrid instruments which could affect future borrowing capacity. Because of its lack of significant long-term debt, the Company believes that through its Capital Markets Group or in other public debt markets, it could generate additional liquidity from sources such as jumbo certificates of deposit or privately placed corporate notes or other forms of debt. The Company receives strong outside rankings from both Standard & Poor's and Moody's on both the consolidated company level and its subsidiary bank, Commerce Bank, which would support future financing efforts, should the need arise. These ratings are as follows:

Standard & Poor’sMoody’s
Commerce Bancshares, Inc.
Issuer ratingA-
Rating outlookStable
Commerce Bank
Issuer ratingAA2
Baseline credit assessmenta1
Short-term ratingA-1P-1
Rating outlookStableStable

The cash flows from the operating, investing and financing activities of the Company resulted in a net increasedecrease in cash, cash equivalents and restricted cash of $43.2 million$3.3 billion during the first nine months of 2021,2022, as reported in the consolidated statements of cash flows in this report. Operating activities, consisting mainly of net income adjusted for certain non-cash items, provided cash flow of $486.1$469.8 million and has historically been a stable source of funds. Investing activities, which occur mainly in the loan and investment securities portfolios, used cash of $1.6 billion.$247.2 million. Activity in the investment securities portfolio usedprovided cash of
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$1.9 billion $183.9 million from purchases (net of sales, maturities and pay downs), and securities purchased under agreements to resell used cash of $900$200.0 million, and an increase in the loan portfolio used cash of $736.5 million. These investing cash outflows were partially offset by pay downs in the loan portfolio,repayments related to securities purchased under agreements to resell, which provided cash of $1.2 billion.$550.0 million. Financing activities providedused cash of $1.2$3.5 billion, largely resulting from an increasea a decrease in deposits of $1.2$2.5 billion, paired with an increase of $155.4 milliona decrease in federal funds purchased and securities sold under agreements to repurchase partially offset by dividend payments of $92.2 million on common stock and treasury stock purchases of $80.1$708.4 million.

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Capital Management
The Company met all capital adequacy requirements and had regulatory capital ratios in excess of the levels established for well-capitalized institutions at September 30, 20212022 and December 31, 2020,2021, as shown in the following table.

(Dollars in thousands)(Dollars in thousands)September 30, 2021December 31, 2020Minimum Ratios under Capital Adequacy GuidelinesMinimum Ratios
for
Well-Capitalized
Banks *
(Dollars in thousands)September 30, 2022December 31, 2021Minimum Ratios under Capital Adequacy GuidelinesMinimum Ratios
for
Well-Capitalized
Banks *
Risk-adjusted assetsRisk-adjusted assets$22,738,255 $21,516,461 Risk-adjusted assets$23,885,207 $22,483,748 
Tier I common risk-based capitalTier I common risk-based capital3,189,015 2,950,926 Tier I common risk-based capital3,335,957 3,225,044 
Tier I risk-based capitalTier I risk-based capital3,189,015 2,950,926 Tier I risk-based capital3,335,957 3,225,044 
Total risk-based capitalTotal risk-based capital3,372,335 3,189,432 Total risk-based capital3,509,822 3,399,880 
Tier I common risk-based capital ratioTier I common risk-based capital ratio14.02 %13.71 %7.00 %6.50 %Tier I common risk-based capital ratio13.97 %14.34 %7.00 %6.50 %
Tier I risk-based capital ratioTier I risk-based capital ratio14.02 13.71 8.50 8.00 Tier I risk-based capital ratio13.97 14.34 8.50 8.00 
Total risk-based capital ratioTotal risk-based capital ratio14.83 14.82 10.50 10.00 Total risk-based capital ratio14.69 15.12 10.50 10.00 
Tier I leverage ratioTier I leverage ratio9.31 9.45 4.00 5.00 Tier I leverage ratio9.87 9.13 4.00 5.00 
*Under Prompt Corrective Action requirements

The Company is subject to a 2.5% capital conservation buffer, which is an amount above the minimum ratios under capital adequacy guidelines, and is required under Basel III. The capital conservation buffer is intended to absorb losses during periods of economic stress. Failure to maintain the buffer will result in constraints on dividends, share repurchases, and executive compensation.

In the first quarter of 2020, the interim final rule of the Federal Reserve Bank and other U.S. banking agencies became effective, providing banks that adopt CECL (ASU 2016-13) during the 2020 calendar year the option to delay recognizing the estimated impact on regulatory capital until after a two year deferral period, followed by a three year transition period. In connection with the adoption of CECL on January 1, 2020, the Company elected to utilize this option. As a result, the two year deferral period for the Company extendsextended through December 31, 2021. Beginning on January 1, 2022, the Company will be requiredbegan to phase in 25% of the previously deferred estimated capital impact of CECL, with an additional 25% to be phased in at the beginning of each subsequent year until fully phased in by the first quarter of 2025.

The Company maintains a treasury stock buyback program under authorizations by its Board of Directors (the Board) and normally purchases stock in the open market. During the nine months ended September 30, 2021,2022, the Company purchased 1,110,8902,352,489 shares at an average price of $72.06$69.42 in open market purchases and through stock-based compensation transactions. At September 30, 2021, 2,433,6892022, 3,444,236 shares remained available for purchase under the current Board authorization.

The Company's common stock dividend policy reflects its earnings outlook, desired payout ratios, the need to maintain adequate capital and liquidity levels, and alternative investment options. The Company paid a $.263$.265 per share cash dividend on its common stock in the third quarter of 2021,2022, which was a 2.3%6.0% increase compared to its 20202021 quarterly dividend.

On September 1, 2020, the Company redeemed all 6,000 outstanding shares of its 6.00% Series B Non-Cumulative Perpetual Preferred Stock and the corresponding depositary shares representing fractional interests in the Series B Preferred Stock at a redemption price of $25 per depositary share (equivalent to $1,000 per share of preferred stock).

Material Cash Requirements, Commitments, Off-Balance Sheet Arrangements and Contingencies
The Company's material cash requirements include commitments for contractual obligations (both short-term and long-term), commitments to extend credit, and off-balance sheet arrangements. The Company's material cash requirements for the next 12 months are primarily to fund loan growth. Additionally, the Company will utilize cash to fund deposit maturities and withdrawals that may occur in the next 12 months. Other contractual obligations, purchase commitments, lease obligations, and unfunded commitments may require cash payments by the Company, and these are further discussed in the Company's 2021 Annual Report on Form 10-K. There have been no changes in the Company's material cash requirements since December 31, 2021. Further discussion of the Company's longer-term material cash obligations is below.

In the normal course of business, various commitments and contingent liabilities arise which are not required to be recorded on the balance sheet. The most significant of these are loan commitments, which at September 30, 20212022 totaled $13.3$13.9 billion (including $5.0$5.1 billion in unused, approved credit card lines). In addition, the Company enters into standby and commercial letters of credit. These contracts totaled $423.6$516.2 million and $2.5$1.2 million, respectively, at September 30, 2021.2022. As many commitments expire unused or only partially used, these totals do not necessarily reflect future cash requirements. The carrying
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value of the guarantee obligations associated with the standby letters of credit, which has been recorded as a liability on the consolidated balance sheet, amounted to $3.1$3.6 million at September 30, 2021.2022. The allowance for these commitments is recorded
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in the Company’s liability for unfunded lending commitments within other liabilities on its consolidated balance sheet.sheets. At September 30, 2021,2022, the liability for unfunded commitments totaled $22.8$30.0 million. See further discussion of the liability for unfunded lending commitments in Note 2 to the consolidated financial statements.

During the third quarter of 2020, the Company signed a $106.6$106.7 million agreement with U.S. Capital Development to develop a 280,000 square foot commercial office building in a two building complex in Clayton, Missouri, which is expected to be completed near the end of 2022.in January 2023. As of September 30, 2021,2022, the Company has made payments totaling $43.7$83.8 million. While the Company intends to occupy a portion of the office building for executive offices, a 15 year lease agreement has been signed by an anchor tenant to lease approximately 40%50% of the office building.

The Company regularly purchases various state tax credits arising from third party property redevelopment. These credits are either resold to third parties at a profit or retained for use by the Company. During the first nine months of 2021,2022, purchases and sales of tax credits amounted to $77.2$95.7 million and $70.8$99.9 million, respectively. Fees from sales of tax credits were $3.2$4.4 million for the nine months ended September 30, 2021,2022, compared to $3.7$3.2 million in the same period last year. At September 30, 2021,2022, the Company expected to fund outstanding purchase commitments of $42.3$12.0 million during the remainder of 2021.2022.

The Company's sound equity base, along with its long-term low debt level, common and preferred stock availability, and excellent debt ratings, provide several alternatives for future financing. Future acquisitions may utilize partial funding through one or more of these options. Through the various sources of liquidity described above, the Company maintains a liquidity position that it believes will adequately satisfy its financial obligations. The Company is not aware of any trends, events, or commitments that are reasonably likely to increase or decrease its liquidity in a material way.

Segment Results
The table below is a summary of segment pre-tax income results for the first nine months of 20212022 and 2020.2021.


(Dollars in thousands)

(Dollars in thousands)
ConsumerCommercialWealth
Segment
Totals
Other/ EliminationConsolidated Totals

(Dollars in thousands)
ConsumerCommercialWealth
Segment
Totals
Other/ EliminationConsolidated Totals
Nine Months Ended September 30, 2022Nine Months Ended September 30, 2022
Net interest incomeNet interest income$249,761 $333,263 $56,731 $639,755 $47,789 $687,544 
Provision for credit lossesProvision for credit losses(12,727)(651)2 (13,376)782 (12,594)
Non-interest incomeNon-interest income89,542 167,581 161,051 418,174 (8,464)409,710 
Investment securities gains, netInvestment securities gains, net    11,602 11,602 
Non-interest expenseNon-interest expense(225,232)(272,224)(108,967)(606,423)(25,614)(632,037)
Income before income taxesIncome before income taxes$101,344 $227,969 $108,817 $438,130 $26,095 $464,225 
Nine Months Ended September 30, 2021Nine Months Ended September 30, 2021Nine Months Ended September 30, 2021
Net interest incomeNet interest income$239,159 $340,345 $53,186 $632,690 $(4,923)$627,767 Net interest income$239,157 $340,279 $53,186 $632,622 $(4,855)$627,767 
Provision for credit lossesProvision for credit losses(19,122)4,856 10 (14,256)73,528 59,272 Provision for credit losses(19,122)4,856 10 (14,256)73,528 59,272 
Non-interest incomeNon-interest income110,911 155,079 158,731 424,721 (12,027)412,694 Non-interest income110,911 155,079 158,731 424,721 (12,027)412,694 
Investment securities gains, netInvestment securities gains, net    39,765 39,765 Investment securities gains, net— — — — 39,765 39,765 
Non-interest expenseNon-interest expense(220,276)(246,502)(101,377)(568,155)(34,164)(602,319)Non-interest expense(220,280)(246,501)(101,377)(568,158)(34,161)(602,319)
Income before income taxesIncome before income taxes$110,672 $253,778 $110,550 $475,000 $62,179 $537,179 Income before income taxes$110,666 $253,713 $110,550 $474,929 $62,250 $537,179 
Nine Months Ended September 30, 2020
Net interest income$241,195 $300,301 $41,686 $583,182 $36,902 $620,084 
Provision for credit losses(23,885)(3,122)10 (26,997)(114,596)(141,593)
Non-interest income107,489 143,746 139,700 390,935 (20,185)370,750 
Investment securities losses, net— — — — (1,275)(1,275)
Non-interest expense(225,791)(237,327)(92,915)(556,033)(16,035)(572,068)
Income before income taxes$99,008 $203,598 $88,481 $391,087 $(115,189)$275,898 
Increase in income before income taxes:
Decrease in income before income taxes:Decrease in income before income taxes:
Amount Amount$11,664 $50,180 $22,069 $83,913 $177,368 $261,281  Amount$(9,322)$(25,744)$(1,733)$(36,799)$(36,155)$(72,954)
Percent Percent11.8 %24.6 %24.9 %21.5 %154.0 %94.7 % Percent(8.4 %)(10.1 %)(1.6 %)(7.7 %)(58.1 %)(13.6 %)
Consumer
For the nine months ended September 30, 2021,2022, income before income taxes for the Consumer segment increased $11.7decreased $9.3 million, or 11.8%8.4%, compared to the first nine months of 2020. This increase2021. The decrease in income before income taxes was mainly due to growtha decline in non-interest income of $3.4$21.4 million, or 3.2%19.3%, lowerand higher non-interest expense of $5.5$5.0 million, or 2.4%2.2%. These decreases to income were partly offset by growth in net interest income of $10.6 million, or 4.4%, and a decrease in the provision for credit losses of $4.8 million. These increases to income were partly offset by lower net interest income of $2.0$6.4 million, or .8%33.4%. Net interest income decreasedincreased due to a $17.4$13.0 million decline in loan interest income, partly offset by a $5.5 million decreaseincrease in net allocated funding credits assigned to the Consumer segment's loan and deposit portfolios and a $9.9$1.6 million decrease in deposit interest expense. Non-interest income increased mainly due to growth in net credit and debit card fees (mainly higher interchange fees, partly offset by higher rewards expense) and check sales and wire fees. These increases to income were partly offset by a decrease$4.0 million decline in loan interest income. Non-interest income decreased mainly due to a decline of $19.6 million in mortgage banking revenue. Non-interest expense decreased from increased over
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the same period in the previous year mainly due to lowerhigher salaries and benefits expense, occupancy expense, allocated servicing costs for mortgage operations and a reduction in impairment expense on mortgage servicing rights. These decreases were partly offset by higher marketing expense, and allocated service and support costs (mainly bank card fraud operations and servicinginformation technology), partly offset by lower allocated service costs for information technology.branch employees and mortgage operations. The provision for credit
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losses totaled $19.1$12.7 million, a $4.8$6.4 million decrease from the first nine months of 2020,2021, mainly due to lower credit card and personal loan net charge-offs.

Commercial
For the nine months ended September 30, 2021,2022, income before income taxes for the Commercial segment increased $50.2decreased $25.7 million, or 24.6%10.1%, compared to the same period in the previous year. This increasedecrease was mainly due to higheran increase in non-interest expense and a decline in net interest income, and non-interest income and a decrease in the provision for credit losses, partly offset by higheran increase in non-interest expense.income. Net interest income increased $40.0decreased $7.0 million, or 13.3%2.1%, due to a $48.2 million increase in net allocated funding credits and a decrease in deposit and borrowingshigher interest expense on customer repurchase agreements and deposits of $12.6 million.$10.0 million and $7.3 million, respectively. These increasesdecreases to income were partly offset by a $20.7$9.4 million decreaseincrease in loan interest income. Non-interest income increased $11.3$12.5 million, or 7.9%8.1%, over the previous year mainly due to growth in net bank card fees (mainly corporate card and merchant fees), deposit account fees (mainly corporate cash management fees), capital market fees and interest rate swap fees. These increases werecash sweep commissions, partly offset by a decline in cash sweep commissions.capital market fees. Non-interest expense increased $9.2$25.7 million, or 3.9%10.4%, mainly due to higher salaries and benefits expense, (mainly incentive compensation), data processingtravel and softwareentertainment expense, and allocated service and support costs for(mainly bank operations, branch employees, information technology and commercial banking, and lower deferred origination costs. These increases to income were partly offset by lower allocated service costs (mainly lockbox)payments). The provision for credit losses decreased $8.0increased $5.5 million fromover the same period last year, mainly due to net recoveries recordedcharge-offs on business loans.loans in the current year compared to net recoveries in the prior year.

Wealth
Wealth segment pre-tax profitability for the nine months ended September 30, 2021 increased $22.12022 decreased $1.7 million, or 24.9%1.6%, overfrom the same period in the previous year. Net interest income increased $11.5$3.5 million, or 27.6%6.7%, mainly due to a $9.8an $8.4 million increase in loan interest income, partly offset by a $5.3 million decrease in net allocated funding credits assigned to the Wealth segment's loan and lower deposit interest expense of $3.5 million, partly offset by a $1.8 million decrease in loan interest income.portfolios. Non-interest income increased $19.0$2.3 million, or 13.6%1.5%, over the prior year largely due to higher trust fees (mainlycash sweep commissions, private client trust fees, and institutional trust fees), brokerage fees and mortgage banking revenue,fees. These increases were partly offset by lower cash sweep commissions.mortgage banking revenue and institutional trust fees. Non-interest expense increased $8.5$7.6 million, or 9.1%7.5%, mainly due to higher salaries and benefits expense, (mainly incentive compensation)travel and allocated support costs for information technology. There was no change in theentertainment expense, and marketing expense. The provision for credit losses compared toincreased $8 thousand over the same period last year.year, due to higher overdraft loan net charge-offs.

The Other/Elimination category in the preceding table includes the activity of various support and overhead operating units of the Company, in addition to the investment securities portfolio and other items not allocated to the segments. In accordance with the Company’s transfer pricing procedures, the difference between the total provision for credit losses and total net charge-offs/recoveries is not allocated to a business segment and is included in this category. The pre-tax profitability of this category was higherlower than in the same period last year by $177.4$36.2 million. This increase was partly due to higher non-interest income of $8.2 million, partly offset by lower net interest income of $41.8 million and an increase in non-interest expense of $18.1 million. Unallocated securities gains were $39.8$11.6 million in the first nine months of 20212022 compared to lossesgains of $1.3$39.8 million in 2020.2021. Also, the unallocated provision for credit losses decreased $188.1increased by $72.7 million, as the provision was $58.1 million less than net charge-offsprimarily driven by increases in the first nine months of 2021, whileliability for unfunded lending commitments and in the provision was $96.7 million in excess of net charge-offs during the first nine months of 2020. For management reporting purposes, net charge-offs are allocated to the segments when incurred. Additionally, the Company's provision for credit losses on unfunded lending commitments,loans, which isare both not allocated to the segments for management reporting purposes. Net charge-offs are allocated to the segments when incurred for management reporting purposes. The provision for credit losses on loans was $6.7 million lower than net charge-offs in 2022, while the provision was $58.1 million lower than net charge-offs, as the provision was a benefit of $15.5 million forin 2021. For the nine months ended September 30, 2021.2022, the Company's provision on unfunded lending commitments was expense of $5.8 million. These decreases to pre-tax profitability were partly offset by higher net interest income of $52.6 million, non-interest income of $3.6 million, and lower non-interest expense of $8.5 million.

Impact of Recently Issued Accounting Standards
Income Taxes The FASB issued ASU 2019-12, "Simplifying the Accounting for Income Taxes", in December 2019. The amendments in the ASU eliminate certain exceptions under current guidance for investments, intraperiod allocations, and the methodology for calculating interim income tax. In addition, the amendments also add new guidance to simplify accounting for income taxes. The amendments were effective January 1, 2021, and the Company adopted them on that date. The adoption did not have a significant effect on the Company's consolidated financial statements.

Investment Securities The FASB issued ASU 2020-08, "Codification Improvements to Subtopic 310-20, Receivables - Nonrefundable Fees and Other Costs", in October 2020. The amendments in the ASU clarify that for each reporting period an entity should evaluate whether a callable debt security that has multiple call dates may consider estimates of future principal prepayments when applying the interest method. The guidance was effective January 1, 2021, and the Company adopted it on that date. The adoption did not have a significant effect on the Company's consolidated financial statements.

Reference Rate ReformThe FASBFinancial Accounting Standards Board ("FASB") issued ASU 2020-04, "Reference Rate Reform (Topic 848) - Facilitation of the Effects of Reference Rate Reform on Financial Reporting", in March 2020, and has been followed by additional clarifying guidance related to derivatives that are modified as a result of reference rate reform. The new guidance provides optional expedients and
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exceptions for applying GAAP to contracts, hedging relationships, and other transactions affected by reference rate reform if they reference LIBOR or another reference rate expected to be discontinued because of reference rate reform. Further, the guidance applies to derivative instruments that are affected by theuse an interest rate for margining, discounting, transition.or contract price alignment that is modified as a result of reference rate reform. The expedients and exceptions provided by the new guidance do not apply to contract modifications made and hedging relationships entered into or evaluated for effectiveness after December 31, 2022, except for certain hedging relationships existing as of December 31, 2022. In April 2022, the FASB proposed extending the sunset date under Topic 848 to December 31, 2024. The change is to align the temporary accounting relief guidance with the expected cessation date of LIBOR, which was postponed by administrators earlier this year to June 2023, a year after the current sunset date of ASU 2020-04.

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In order to assess the impact of transition and ensure a successful transition process, the Company established a LIBOR Transition Program led by the LIBOR Transition Steering Committee (the Committee), which is an internal, cross-functional team with representatives from all relevant business lines, support functions and legal counsel. A LIBOR impact and risk assessment has been performed, and the Committee has developed and prioritized action items. All financial contracts that reference LIBOR have been identified and LIBOR fallback language has been included in key loan provisions of new and renewed loans in preparation from transition from LIBOR. The Company ceased originating new loans with LIBOR as a reference rate at the end of 2021 and is actively working with customers to modify existing loans that reference LIBOR to a new reference rate. The Company plans to finish transitioning the impacted loans by late spring of 2023.

Credit Losses The FASB issued ASU 2022-02, "Financial Instruments—Credit Losses (Topic 326): Troubled Debt Restructurings and Vintage Disclosures", in March 2022. This ASU eliminates the troubled debt restructuring recognition and measurement guidance and, instead, requires that an entity evaluate (consistent with the accounting for other loan modifications) whether the modification represents a new loan or a continuation of an existing loan. The amendments also enhance existing disclosure requirements and introduce new requirements related to certain modifications of receivables made to borrowers experiencing financial difficulty. The amendments require that an entity disclose current period gross write-offs by year of origination for financing receivables and net investment in leases within the scope of Subtopic 326-20. The guidance is effective asJanuary 1, 2023. The Company expects no material impact to its consolidated financial statements from adoption of March 12, 2020 through December 31, 2022, and the Company is in the process of evaluating and applying, as applicable, the optional expedients and exceptions for eligible contracts and transaction available through December 31, 2022.this ASU.

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AVERAGE BALANCE SHEETS — AVERAGE RATES AND YIELDS
Three Months Ended September 30, 20212022 and 20202021
Third Quarter 2021Third Quarter 2020 Third Quarter 2022Third Quarter 2021
(Dollars in thousands)(Dollars in thousands)Average BalanceInterest Income/ExpenseAvg. Rates Earned/PaidAverage BalanceInterest Income/ExpenseAvg. Rates Earned/Paid(Dollars in thousands)Average BalanceInterest Income/ExpenseAvg. Rates Earned/PaidAverage BalanceInterest Income/ExpenseAvg. Rates Earned/Paid
ASSETS:ASSETS:ASSETS:
Loans:Loans:Loans:
Business(A)
Business(A)
$5,437,498 $47,032 3.43 %$6,709,200 $49,680 2.95 %
Business(A)
$5,317,696 $52,813 3.94 %$5,437,498 $47,032 3.43 %
Real estate — construction and landReal estate — construction and land1,168,566 10,326 3.51 974,346 9,167 3.74 Real estate — construction and land1,288,721 17,133 5.27 1,168,566 10,326 3.51 
Real estate — businessReal estate — business2,982,847 26,027 3.46 2,989,652 26,547 3.53 Real estate — business3,258,128 36,121 4.40 2,982,847 26,027 3.46 
Real estate — personalReal estate — personal2,775,638 22,854 3.27 2,722,300 24,334 3.56 Real estate — personal2,844,376 24,065 3.36 2,775,638 22,854 3.27 
ConsumerConsumer2,041,263 19,085 3.71 1,992,314 21,004 4.19 Consumer2,101,622 22,110 4.17 2,041,263 19,085 3.71 
Revolving home equityRevolving home equity281,689 2,456 3.46 329,361 2,722 3.29 Revolving home equity280,923 3,413 4.82 281,689 2,456 3.46 
Consumer credit cardConsumer credit card566,406 16,112 11.29 646,185 18,513 11.40 Consumer credit card550,058 16,711 12.05 566,406 16,112 11.29 
OverdraftsOverdrafts5,110   2,689 Overdrafts4,438   5,110 
Total loansTotal loans15,259,017 143,892 3.74 16,366,047 151,967 3.69 Total loans15,645,962 172,366 4.37 15,259,017 143,892 3.74 
Loans held for saleLoans held for sale16,021 187 4.63 24,728 264 4.25 Loans held for sale7,170 159 8.80 16,021 187 4.63 
Investment securities:Investment securities:Investment securities:
U.S. government and federal agency obligationsU.S. government and federal agency obligations727,566 10,525 5.74 770,361 7,189 3.71 U.S. government and federal agency obligations1,113,442 12,664 4.51 727,566 10,525 5.74 
Government-sponsored enterprise obligationsGovernment-sponsored enterprise obligations50,785 295 2.30 102,749 560 2.17 Government-sponsored enterprise obligations55,753 332 2.36 50,785 295 2.30 
State and municipal obligations(A)
State and municipal obligations(A)
2,039,942��12,062 2.35 1,767,526 11,240 2.53 
State and municipal obligations(A)
2,052,908 11,758 2.27 2,039,942 12,062 2.35 
Mortgage-backed securitiesMortgage-backed securities7,115,419 27,461 1.53 6,259,926 30,607 1.95 Mortgage-backed securities6,847,912 33,323 1.93 7,115,419 27,461 1.53 
Asset-backed securitiesAsset-backed securities3,028,076 8,205 1.08 1,520,988 7,250 1.90 Asset-backed securities3,870,953 15,782 1.62 3,028,076 8,205 1.08 
Other debt securitiesOther debt securities608,642 3,125 2.04 514,166 3,036 2.35 Other debt securities587,026 2,852 1.93 608,642 3,125 2.04 
Trading debt securities(A)
Trading debt securities(A)
32,238 82 1.01 27,267 114 1.66 
Trading debt securities(A)
35,621 246 2.74 32,238 82 1.01 
Equity securities(A)
Equity securities(A)
8,756 528 23.92 4,193 497 47.15 
Equity securities(A)
8,838 604 27.11 8,756 528 23.92 
Other securities(A)
Other securities(A)
183,397 3,447 7.46 120,253 2,038 6.74 
Other securities(A)
208,708 3,729 7.09 183,397 3,447 7.46 
Total investment securitiesTotal investment securities13,794,821 65,730 1.89 11,087,429 62,531 2.24 Total investment securities14,781,161 81,290 2.18 13,794,821 65,730 1.89 
Federal funds soldFederal funds sold792 1 .50 337 — — Federal funds sold13,486 94 2.77 792 .50 
Securities purchased under agreements to resellSecurities purchased under agreements to resell1,633,205 9,007 2.19 849,994 11,247 5.26 Securities purchased under agreements to resell1,379,341 5,984 1.72 1,633,205 9,007 2.19 
Interest earning deposits with banksInterest earning deposits with banks2,602,896 995 .15 1,024,435 261 .10 Interest earning deposits with banks980,273 5,571 2.25 2,602,896 995 .15 
Total interest earning assetsTotal interest earning assets33,306,752 219,812 2.62 29,352,970 226,270 3.07 Total interest earning assets32,807,393 265,464 3.21 33,306,752 219,812 2.62 
Allowance for credit losses on loansAllowance for credit losses on loans(172,112)(240,286)Allowance for credit losses on loans(137,833)(172,112)
Unrealized gain on debt securities230,058 368,154 
Unrealized gain (loss) on debt securitiesUnrealized gain (loss) on debt securities(1,064,534)230,058 
Cash and due from banksCash and due from banks329,129 326,030 Cash and due from banks310,713 329,129 
Premises and equipment, netPremises and equipment, net408,966 404,144 Premises and equipment, net408,884 408,966 
Other assetsOther assets523,182 659,509 Other assets536,901 523,182 
Total assetsTotal assets$34,625,975 $30,870,521 Total assets$32,861,524 $34,625,975 
LIABILITIES AND EQUITY:LIABILITIES AND EQUITY:LIABILITIES AND EQUITY:
Interest bearing deposits:Interest bearing deposits:Interest bearing deposits:
SavingsSavings$1,484,923 289 .08 $1,193,079 269 .09 Savings$1,595,857 177 .04 $1,484,923 289 .08 
Interest checking and money marketInterest checking and money market13,343,180 1,528 .05 11,731,494 2,937 .10 Interest checking and money market14,423,713 7,368 .20 13,343,180 1,528 .05 
Certificates of deposit of less than $100,000Certificates of deposit of less than $100,000464,367 206 .18 573,207 1,028 .71 Certificates of deposit of less than $100,000397,071 411 .41 464,367 206 .18 
Certificates of deposit of $100,000 and overCertificates of deposit of $100,000 and over1,289,665 450 .14 1,447,968 2,512 .69 Certificates of deposit of $100,000 and over578,158 871 .60 1,289,665 450 .14 
Total interest bearing depositsTotal interest bearing deposits16,582,135 2,473 .06 14,945,748 6,746 .18 Total interest bearing deposits16,994,799 8,827 .21 16,582,135 2,473 .06 
Borrowings:Borrowings:Borrowings:
Federal funds purchased and securities sold
under agreements to repurchase2,360,876 480 .08 1,855,971 406 .09 
Federal funds purchasedFederal funds purchased$51,929 $315 2.41 13,606 $.10 
Securities sold under agreements to repurchaseSecurities sold under agreements to repurchase2,199,866 7,576 1.37 2,347,270 477 .08 
Other borrowings(B)Other borrowings(B)347 1 1.14 1,225 — — Other borrowings(B)2,010 9 1.78 347 1.14 
Total borrowingsTotal borrowings2,361,223 481 .08 1,857,196 406 .09 Total borrowings2,253,805 7,900 1.39 2,361,223 481 .08 
Total interest bearing liabilitiesTotal interest bearing liabilities18,943,358 2,954 .06 %16,802,944 7,152 .17 %Total interest bearing liabilities19,248,604 16,727 .34 %18,943,358 2,954 .06 %
Non-interest bearing depositsNon-interest bearing deposits11,475,113 9,801,562 Non-interest bearing deposits10,758,353 11,475,113 
Other liabilitiesOther liabilities667,786 899,890 Other liabilities123,691 667,786 
EquityEquity3,539,718 3,366,125 Equity2,730,876 3,539,718 
Total liabilities and equityTotal liabilities and equity$34,625,975 $30,870,521 Total liabilities and equity$32,861,524 $34,625,975 
Net interest margin (T/E)$216,858 $219,118 
Net interest margin (FTE)Net interest margin (FTE)$248,737 $216,858 
Net yield on interest earning assetsNet yield on interest earning assets2.58 %2.97 %Net yield on interest earning assets3.01 %2.58 %
(A) Stated on a tax equivalentfully taxable-equivalent basis using a federal income tax rate of 21%.
(B) Interest expense capitalized on construction projects is not deducted from the interest expense shown above.
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AVERAGE BALANCE SHEETS — AVERAGE RATES AND YIELDS
Nine Months Ended September 30, 20212022 and 20202021
Nine Months 2021Nine Months 2020Nine Months 2022Nine Months 2021
(Dollars in thousands)(Dollars in thousands)Average BalanceInterest Income/ExpenseAvg. Rates Earned/PaidAverage BalanceInterest Income/ExpenseAvg. Rates Earned/Paid(Dollars in thousands)Average BalanceInterest Income/ExpenseAvg. Rates Earned/PaidAverage BalanceInterest Income/ExpenseAvg. Rates Earned/Paid
ASSETS:ASSETS:ASSETS:
Loans:Loans:Loans:
Business(A)
Business(A)
$6,056,664 $145,574 3.21 %$6,322,644 $146,437 3.09 %
Business(A)
$5,342,326 $133,631 3.34 %$6,056,664 $145,574 3.21 %
Real estate — construction and landReal estate — construction and land1,116,603 29,538 3.54 931,517 28,952 4.15 Real estate — construction and land1,216,860 40,148 4.41 1,116,603 29,538 3.54 
Real estate — businessReal estate — business3,006,780 78,494 3.49 2,935,319 83,382 3.79 Real estate — business3,172,832 91,095 3.84 3,006,780 78,494 3.49 
Real estate — personalReal estate — personal2,801,861 69,715 3.33 2,565,740 70,829 3.69 Real estate — personal2,826,441 69,804 3.30 2,801,861 69,715 3.33 
ConsumerConsumer1,998,081 57,567 3.85 1,962,466 65,845 4.48 Consumer2,071,019 58,891 3.80 1,998,081 57,567 3.85 
Revolving home equityRevolving home equity289,299 7,406 3.42 340,900 9,722 3.81 Revolving home equity275,713 8,267 4.01 289,299 7,406 3.42 
Consumer credit cardConsumer credit card583,471 48,679 11.15 679,101 60,102 11.82 Consumer credit card542,895 47,011 11.58 583,471 48,679 11.15 
OverdraftsOverdrafts4,136   3,213 — — Overdrafts5,044   4,136 — — 
Total loansTotal loans15,856,895 436,973 3.68 15,740,900 465,269 3.95 Total loans15,453,130 448,847 3.88 15,856,895 436,973 3.68 
Loans held for saleLoans held for sale25,002 736 3.94 14,692 588 5.35 Loans held for sale8,154 470 7.71 25,002 736 3.94 
Investment securities:Investment securities: Investment securities: 
U.S. government and federal agency obligationsU.S. government and federal agency obligations724,269 24,979 4.61 783,006 12,244 2.09 U.S. government and federal agency obligations1,112,201 35,751 4.30 724,269 24,979 4.61 
Government-sponsored enterprise obligationsGovernment-sponsored enterprise obligations50,793 885 2.33 117,135 2,958 3.37 Government-sponsored enterprise obligations54,443 962 2.36 50,793 885 2.33 
State and municipal obligations(A)
State and municipal obligations(A)
1,988,715 35,779 2.41 1,426,432 30,187 2.83 
State and municipal obligations(A)
2,085,539 35,655 2.29 1,988,715 35,779 2.41 
Mortgage-backed securitiesMortgage-backed securities6,933,544 69,924 1.35 5,426,861 87,017 2.14 Mortgage-backed securities7,105,874 104,695 1.97 6,933,544 69,924 1.35 
Asset-backed securitiesAsset-backed securities2,592,618 23,594 1.22 1,349,316 22,496 2.23 Asset-backed securities3,947,148 40,378 1.37 2,592,618 23,594 1.22 
Other debt securitiesOther debt securities594,984 9,263 2.08 414,553 7,907 2.55 Other debt securities622,065 9,143 1.97 594,984 9,263 2.08 
Trading debt securities(A)
Trading debt securities(A)
33,171 272 1.10 31,087 560 2.41 
Trading debt securities(A)
40,052 700 2.34 33,171 272 1.10 
Equity securities(A)
Equity securities(A)
6,013 1,584 35.22 4,201 1,492 47.44 
Equity securities(A)
9,141 1,823 26.66 6,013 1,584 35.22 
Other securities(A)
Other securities(A)
164,911 10,101 8.19 134,481 5,450 5.41 
Other securities(A)
198,763 17,417 11.72 164,911 10,101 8.19 
Total investment securitiesTotal investment securities13,089,018 176,381 1.80 9,687,072 170,311 2.35 Total investment securities15,175,226 246,524 2.17 13,089,018 176,381 1.80 
Federal funds soldFederal funds sold715 3 .56 252 1.06 Federal funds sold6,315 114 2.41 715 .56 
Securities purchased under agreements to resellSecurities purchased under agreements to resell1,143,061 30,551 3.57 849,998 29,445 4.63 Securities purchased under agreements to resell1,604,300 15,669 1.31 1,143,061 30,551 3.57 
Interest earning deposits with banksInterest earning deposits with banks2,273,448 2,108 .12 1,126,600 1,996 .24 Interest earning deposits with banks1,606,452 9,150 .76 2,273,448 2,108 .12 
Total interest earning assetsTotal interest earning assets32,388,139 646,752 2.67 27,419,514 667,611 3.25 Total interest earning assets33,853,577 720,774 2.85 32,388,139 646,752 2.67 
Allowance for credit losses on loansAllowance for credit losses on loans(197,631)(184,001)Allowance for credit losses on loans(140,686)(197,631)
Unrealized gain on debt securities236,702 280,616 
Unrealized gain (loss) on debt securitiesUnrealized gain (loss) on debt securities(699,908)236,702 
Cash and due from banksCash and due from banks337,595 351,435 Cash and due from banks321,994 337,595 
Premises and equipment, netPremises and equipment, net404,697 397,093 Premises and equipment, net405,856 404,697 
Other assetsOther assets533,660 657,969 Other assets538,438 533,660 
Total assetsTotal assets$33,703,162 $28,922,626 Total assets$34,279,271 $33,703,162 
LIABILITIES AND EQUITY:LIABILITIES AND EQUITY:LIABILITIES AND EQUITY:
Interest bearing deposits:Interest bearing deposits:Interest bearing deposits:
SavingsSavings$1,431,386 843 .08 $1,086,120 780 .10 Savings$1,589,668 512 .04 $1,431,386 843 .08 
Interest checking and money marketInterest checking and money market13,200,461 4,921 .05 11,318,376 14,712 .17 Interest checking and money market14,738,322 11,071 .10 13,200,461 4,921 .05 
Certificates of deposit of less than $100,000Certificates of deposit of less than $100,000490,655 1,006 .27 600,295 4,196 .93 Certificates of deposit of less than $100,000412,739 755 .24 490,655 1,006 .27 
Certificates of deposit of $100,000 and overCertificates of deposit of $100,000 and over1,291,693 2,173 .22 1,364,798 11,357 1.11 Certificates of deposit of $100,000 and over695,332 1,768 .34 1,291,693 2,173 .22 
Total interest bearing depositsTotal interest bearing deposits16,414,195 8,943 .07 14,369,589 31,045 .29 Total interest bearing deposits17,436,061 14,106 .11 16,414,195 8,943 .07 
Borrowings:Borrowings:Borrowings:
Federal funds purchased and securities sold
under agreements to repurchase2,231,595 1,112 .07 1,945,669 5,761 .40 
Federal funds purchasedFederal funds purchased$62,909 $546 1.16 $24,558 11 .06 
Securities sold under agreements to repurchaseSecurities sold under agreements to repurchase2,388,295 10,960 .61 2,207,037 1,101 .07 
Other borrowings(B)Other borrowings(B)717 5 .93 168,748 1,032 .82 Other borrowings(B)1,607 22 1.83 717 .93 
Total borrowingsTotal borrowings2,232,312 1,117 .07 2,114,417 6,793 .43 Total borrowings2,452,811 11,528 .63 2,232,312 1,117 .07 
Total interest bearing liabilitiesTotal interest bearing liabilities18,646,507 10,060 .07 %16,484,006 37,838 .31 %Total interest bearing liabilities19,888,872 25,634 .17 %18,646,507 10,060 .07 %
Non-interest bearing depositsNon-interest bearing deposits11,011,446 8,425,068 Non-interest bearing deposits11,168,031 11,011,446 
Other liabilitiesOther liabilities601,352 710,824 Other liabilities255,041 601,352 
EquityEquity3,443,857 3,302,728 Equity2,967,327 3,443,857 
Total liabilities and equityTotal liabilities and equity$33,703,162 $28,922,626 Total liabilities and equity$34,279,271 $33,703,162 
Net interest margin (T/E)$636,692 $629,773 
Net interest margin (FTE)Net interest margin (FTE)$695,140 $636,692 
Net yield on interest earning assetsNet yield on interest earning assets2.63 %3.07 %Net yield on interest earning assets2.75 %2.63 %
(A) Stated on a tax equivalentfully taxable-equivalent basis using a federal income tax rate of 21%.
(B) Interest expense capitalized on construction projects is not deducted from the interest expense shown above.

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Item 3. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
Interest rate risk management focuses on maintaining consistent growth in net interest income within Board-approved policy limits. The Company primarily uses earnings simulation models to analyze net interest income sensitivity to movement in interest rates. The Company performs monthly simulations that model interest rate movements and risk in accordance with changes to its balance sheet composition. For further discussion of the Company’s market risk, see the Interest Rate Sensitivity section of Management’s Discussion and Analysis of Financial Condition and Results of Operations included in the Company’s 20202021 Annual Report on Form 10-K.

The tables below show the effects of gradual shifts in interest rates over a twelve month period on the Company’s net interest income versus the Company's net interest income in a flat rate scenario.  Simulation A presents three rising rate scenarios and three falling rate scenarios, and in each scenario, rates are assumed to change evenly over 12 months. In these scenarios, the balance sheet remains flat.

The sensitivity of deposit balances to changes in rates is particularly difficult to estimate in exceptionally low interest rate environments. Since the future effects of changes in rates on deposit balances cannot be known with certainty, the Company conservatively models alternate scenarios with deposit attrition as rates rise. Simulation B illustrates results from these higher attrition scenarios to provide added perspective on potential effects of higher rates. 

The Company utilizes these simulations both for monitoring interest rate risk and for liquidity planning purposes.  While the future effects of rising and falling rates on deposit balances cannot be known, the Company maintains a practice of running multiple rate scenarios to better understand interest rate risk and its effect on the Company’s performance. 

Simulation ASimulation ASeptember 30, 2021June 30, 2021Simulation ASeptember 30, 2022June 30, 2022
(Dollars in millions) (Dollars in millions)
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth (Dollars in millions)
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth
300 basis points rising300 basis points rising$101.1 13.87 %$ $97.4 13.10 %$— 300 basis points rising$3.3 .32 %$ $45.2 4.91 %$— 
200 basis points rising200 basis points rising73.1 10.02  73.2 9.85 — 200 basis points rising7.7 .75  36.9 4.01 — 
100 basis points rising100 basis points rising37.7 5.17  38.4 5.16 — 100 basis points rising9.9 .97  23.5 2.55 — 
100 basis points falling100 basis points falling(28.5)(2.80) (35.3)(3.83)— 
200 basis points falling200 basis points falling(62.5)(6.14)    
300 basis points falling300 basis points falling(101.1)(9.94)    

Simulation BSimulation BSeptember 30, 2021June 30, 2021Simulation BSeptember 30, 2022June 30, 2022
(Dollars in millions) (Dollars in millions)
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth (Dollars in millions)
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth
$ Change in
Net Interest
Income
% Change in
Net Interest
Income
Assumed Deposit (Attrition)/Growth
300 basis points rising300 basis points rising$67.6 9.27 %$(1,430.9)$65.4 8.79 %$(1,438.7)300 basis points rising$(49.4)(5.06)%$(848.9)$(35.2)(4.01 %)$(1,770.5)
200 basis points rising200 basis points rising54.8 7.51 (849.1)55.4 7.45 (855.9)200 basis points rising(34.5)(3.54)(716.2)(14.2)(1.62)(1,208.0)
100 basis points rising100 basis points rising33.2 4.55 (237.5)33.9 4.56 (241.5)100 basis points rising(14.0)(1.43)(405.7)(2.7)(.31)(612.5)
100 basis points falling100 basis points falling(6.0)(.62)403.2 (2.7)(.31)1,086.4 
200 basis points falling200 basis points falling(26.5)(2.72)849.4    
300 basis points falling300 basis points falling(58.7)(6.02)1,446.4 — — — 

Under Simulation A, in the three rising rate scenarios and three falling rate scenarios, interest rate risk is slightly moreless asset sensitive than the previous quarter, which primarily resulted fromdue to an increase in securities purchased under agreements to resell.the Federal funds rate, which increases non-maturity deposit rates. Deposit attrition was removed from the simulation in both the current and previous quarters. The Company did not model a 100 basis point falling scenario due to the already low interest rate environment.

In Simulation B, the assumed levels of deposit attrition were modeled to capture the results of a shrinking balance sheet. Under this Simulation, in the three rising rate scenarios and three falling rate scenarios, interest rate risk is slightly more assetliability sensitive than in the previous quarter, whichquarter. This was primarily resulted fromdue to an increase in securities purchased under agreements to resell.the Federal funds rate, which impacts surge deposit runoff and puts upward pressure on non-maturity deposit rates.

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Projecting deposit activity in a period of historically low interest rates is difficult, and the Company cannot predict how deposits will actually react to shifting rates.  The comparisons above provide insight into potential effects of changes in rates and deposit levels on net interest income.  The Company believes that its approach to interest rate risk has appropriately considered its susceptibility to both rising and falling rates and has adopted strategies which minimize the impact of interest rate risk.

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Item 4. CONTROLS AND PROCEDURES
An evaluation was performed under the supervision and with the participation of the Company's management, including the Company's Chief Executive Officer and Chief Financial Officer, of the effectiveness of the design and operation of the Company's disclosure controls and procedures (as defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended) as of September 30, 2021.2022. Based upon that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that the Company's disclosure controls and procedures were effective. There were no changes in the Company's internal control over financial reporting that occurred during the last fiscal quarter that have materially affected, or are reasonably likely to materially affect, the Company's internal control over financial reporting.

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PART II: OTHER INFORMATION

Item 1. LEGAL PROCEEDINGS
The information required by this item is set forth in Part I, Item 1 under Note 17, Legal and Regulatory Proceedings.

Item 2. UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS
The following table sets forth information about the Company's purchases of its $5 par value common stock, its only class of common stock registered pursuant to Section 12 of the Securities Exchange Act of 1934, as amended.

 
 
 
Period
Total Number of Shares Purchased Average Price Paid per ShareTotal Number of Shares Purchased as part of Publicly Announced Program Maximum Number that May Yet Be Purchased Under the Program
July 1 - 31, 202159,404 $72.05 59,404 2,949,742 
August 1 - 31, 2021314,225 $70.20 314,225 2,635,517 
September 1 - 30, 2021201,828 $68.50 201,828 2,433,689 
Total575,457 $69.80 575,457 2,433,689 
 
 
 
Period
Total Number of Shares Purchased Average Price Paid per ShareTotal Number of Shares Purchased as part of Publicly Announced Program Maximum Number that May Yet Be Purchased Under the Program
July 1 - 31, 202296,180 $69.16 96,180 4,058,935 
August 1 - 31, 2022388,724 $71.32 388,724 3,670,211 
September 1 - 30, 2022225,975 $69.65 225,975 3,444,236 
Total710,879 $70.50 710,879 3,444,236 

The Company's stock purchases shown above were made under authorizations by the Board of Directors. Under the most recent authorization in November 2019April 2022 of 5,000,000 shares, 2,433,6893,444,236 shares remained available for purchase at September 30, 2021.2022.

Item 6. EXHIBITS
31.1 — Certification of CEO pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

31.2 — Certification of CFO pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

32 — Certifications of CEO and CFO pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002

101 — Interactive data files in Inline XBRL pursuant to Rule 405 of Regulation S-T: (i) the Consolidated Balance Sheets, (ii) the Consolidated Statements of Income, (iii) the Consolidated Statements of Comprehensive Income, (iv) the Consolidated Statements of Changes in Equity, (v) the Consolidated Statements of Cash Flows and (vi) the Notes to Consolidated Financial Statements, tagged as blocks of text and in detail. The instance document does not appear in the interactive data file because its XBRL tags are embedded within the Inline XBRL document.

104 — Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)

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Table of Contents
SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.

COMMERCE BANCSHARES, INC.
By 
/s/  TMHOMASARGARET M. J.RNOACKOWE
Thomas J. NoackMargaret M. Rowe
Date: November 5, 20214, 2022Senior Vice President & Secretary


By /s/  PAUL A. STEINER
Paul A. Steiner
Controller
Date: November 5, 20214, 2022(Chief Accounting Officer)



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