0001015328us-gaap:PerformanceSharesMember2020-06-30FairValueInputsLevel3Memberus-gaap:CostApproachValuationTechniqueMemberus-gaap:FairValueMeasurementsNonrecurringMemberus-gaap:MeasurementInputDiscountForLackOfMarketabilityMember2022-06-30
Table of Contents
UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
 _________________________________________

FORM 10-Q

QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended June 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 Number 001-35077
_____________________________________ 
WINTRUST FINANCIAL CORPORATION
(Exact name of registrant as specified in its charter) 
Illinois36-3873352
(State of incorporation or organization)(I.R.S. Employer Identification No.)
9700 W. Higgins Road, Suite 800
Rosemont, Illinois 60018
(Address of principal executive offices)
(847) 939-9000
(Registrant’s telephone number, including area code)
Title of Each Class Ticker SymbolName of Each Exchange on Which Registered
Common Stock, no par valueWTFCThe NASDAQ Global Select Market
Fixed-to-Floating Rate Non-Cumulative Perpetual Preferred Stock, Series D, Preferred Stock, no par valueWTFCMThe NASDAQ Global Select Market
Depositary Shares, Each Representing a 1/1,000thInterest in a Share of
WTFCPThe NASDAQ Global Select Market
6.875% Fixed-Rate Reset Non-Cumulative Perpetual Preferred Stock, Series E,
Preferred Stock,
no par value
____________________________________ 
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 such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.    Yes      No  
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).    Yes      No  
Indicate by check mark 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 filerAccelerated filer
Non-accelerated filer(Do not check if a smaller reporting company)Smaller reporting company
Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.    ☐
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).    Yes   ☐    No  
Indicate the number of shares outstanding of each of the issuer’s classes of common stock, as of the latest practicable date.
Common Stock — no par value, 57,040,65660,736,285 shares, as of July 31, 202129, 2022


Table of Contents
TABLE OF CONTENTS
 
Page
PART I. — FINANCIAL INFORMATION
ITEM 1.
ITEM 2.
ITEM 3.
ITEM 4.
PART II. — OTHER INFORMATION
ITEM 1.
ITEM 1A.
ITEM 2.
ITEM 3.Defaults Upon Senior SecuritiesNA
ITEM 4.Mine Safety DisclosuresNA
ITEM 5.Other InformationNA
ITEM 6.



Table of Contents
PART I
ITEM 1. FINANCIAL STATEMENTS
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CONDITION
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CONDITION
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CONDITION
(Unaudited)(Unaudited)(Unaudited)(Unaudited)
(In thousands, except share data)(In thousands, except share data)June 30,
2021
December 31,
2020
June 30,
2020
(In thousands, except share data)June 30,
2022
December 31,
2021
June 30,
2021
AssetsAssetsAssets
Cash and due from banksCash and due from banks$434,957 $322,415 $344,999 Cash and due from banks$498,891 $411,150 $434,957 
Federal funds sold and securities purchased under resale agreementsFederal funds sold and securities purchased under resale agreements52 59 58 Federal funds sold and securities purchased under resale agreements475,056 700,055 52 
Interest-bearing deposits with banksInterest-bearing deposits with banks4,707,415 4,802,527 4,015,072 Interest-bearing deposits with banks3,266,541 5,372,603 4,707,415 
Available-for-sale securities, at fair valueAvailable-for-sale securities, at fair value2,188,608 3,055,839 3,194,961 Available-for-sale securities, at fair value2,970,121 2,327,793 2,188,608 
Held-to-maturity securities, at amortized cost, net of allowance for credit losses of $90, $59 and $65 at June 30, 2021, December 31, 2020 and June 30, 2020, respectively ($2.5 billion, $593.8 million and $744.3 million fair value at June 30, 2021, December 31, 2020 and June 30, 2020, respectively)2,498,232 579,138 728,465 
Held-to-maturity securities, at amortized cost, net of allowance for credit losses of $83, $78 and $90 at June 30, 2022, December 31, 2021 and June 30, 2021, respectively ($2.9 billion, $2.9 billion and $2.5 billion fair value at June 30, 2022, December 31, 2021 and June 30, 2021, respectively)Held-to-maturity securities, at amortized cost, net of allowance for credit losses of $83, $78 and $90 at June 30, 2022, December 31, 2021 and June 30, 2021, respectively ($2.9 billion, $2.9 billion and $2.5 billion fair value at June 30, 2022, December 31, 2021 and June 30, 2021, respectively)3,413,469 2,942,285 2,498,232 
Trading account securitiesTrading account securities2,667 671 890 Trading account securities1,010 1,061 2,667 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value86,316 90,862 52,460 Equity securities with readily determinable fair value93,295 90,511 86,316 
Federal Home Loan Bank and Federal Reserve Bank stockFederal Home Loan Bank and Federal Reserve Bank stock136,625 135,588 135,571 Federal Home Loan Bank and Federal Reserve Bank stock136,138 135,378 136,625 
Brokerage customer receivablesBrokerage customer receivables23,093 17,436 14,623 Brokerage customer receivables21,527 26,068 23,093 
Mortgage loans held-for-sale, at fair valueMortgage loans held-for-sale, at fair value984,994 1,272,090 833,163 Mortgage loans held-for-sale, at fair value513,232 817,912 984,994 
Loans, net of unearned incomeLoans, net of unearned income32,911,187 32,079,073 31,402,903 Loans, net of unearned income37,053,103 34,789,104 32,911,187 
Allowance for loan lossesAllowance for loan losses(261,089)(319,374)(313,510)Allowance for loan losses(251,769)(247,835)(261,089)
Net loansNet loans32,650,098 31,759,699 31,089,393 Net loans36,801,334 34,541,269 32,650,098 
Premises and equipment, net752,375 768,808 769,909 
Premises, software and equipment, netPremises, software and equipment, net762,381 766,405 752,375 
Lease investments, netLease investments, net219,023 242,434 237,040 Lease investments, net223,813 242,082 219,023 
Accrued interest receivable and other assetsAccrued interest receivable and other assets1,185,811 1,351,455 1,437,832 Accrued interest receivable and other assets1,112,697 1,084,115 1,185,811 
Trade date securities receivableTrade date securities receivable189,851 Trade date securities receivable — 189,851 
GoodwillGoodwill646,336 645,707 644,213 Goodwill654,709 655,149 646,336 
Other intangible assets31,997 36,040 41,368 
Other acquisition-related intangible assetsOther acquisition-related intangible assets25,118 28,307 31,997 
Total assetsTotal assets$46,738,450 $45,080,768 $43,540,017 Total assets$50,969,332 $50,142,143 $46,738,450 
Liabilities and Shareholders’ EquityLiabilities and Shareholders’ EquityLiabilities and Shareholders’ Equity
Deposits:Deposits:Deposits:
Non-interest-bearingNon-interest-bearing$12,796,110 $11,748,455 $10,204,791 Non-interest-bearing$13,855,844 $14,179,980 $12,796,110 
Interest-bearingInterest-bearing26,008,506 25,344,196 25,447,083 Interest-bearing28,737,482 27,915,605 26,008,506 
Total depositsTotal deposits38,804,616 37,092,651 35,651,874 Total deposits42,593,326 42,095,585 38,804,616 
Federal Home Loan Bank advancesFederal Home Loan Bank advances1,241,071 1,228,429 1,228,416 Federal Home Loan Bank advances1,166,071 1,241,071 1,241,071 
Other borrowingsOther borrowings518,493 518,928 508,535 Other borrowings482,787 494,136 518,493 
Subordinated notesSubordinated notes436,719 436,506 436,298 Subordinated notes437,162 436,938 436,719 
Junior subordinated debenturesJunior subordinated debentures253,566 253,566 253,566 Junior subordinated debentures253,566 253,566 253,566 
Trade date securities payable0 200,907 
Accrued interest payable and other liabilitiesAccrued interest payable and other liabilities1,144,974 1,233,786 1,471,110 Accrued interest payable and other liabilities1,308,797 1,122,159 1,144,974 
Total liabilitiesTotal liabilities42,399,439 40,964,773 39,549,799 Total liabilities46,241,709 45,643,455 42,399,439 
Shareholders' Equity:
Shareholders’ Equity:Shareholders’ Equity:
Preferred stock, no par value; 20,000,000 shares authorized:Preferred stock, no par value; 20,000,000 shares authorized:Preferred stock, no par value; 20,000,000 shares authorized:
Series D - $25 liquidation value; 5,000,000 shares issued and outstanding at June 30, 2021, December 31, 2020 and June 30, 2020125,000 125,000 125,000 
Series E - $25,000 liquidation value; 11,500 shares issued and outstanding at June 30, 2021, December 31, 2020 and June 30, 2020287,500 287,500 287,500 
Common stock, no par value; $1.00 stated value; 100,000,000 shares authorized at June 30, 2021, December 31, 2020 and June 30, 2020; 58,770,304 shares issued at June 30, 2021, 58,473,252 shares issued at December 31, 2020 and 58,294,456 shares issued at June 30, 202058,770 58,473 58,294 
Series D - $25 liquidation value; 5,000,000 shares issued and outstanding at June 30, 2022, December 31, 2021 and June 30, 2021Series D - $25 liquidation value; 5,000,000 shares issued and outstanding at June 30, 2022, December 31, 2021 and June 30, 2021125,000 125,000 125,000 
Series E - $25,000 liquidation value; 11,500 shares issued and outstanding at June 30, 2022, December 31, 2021 and June 30, 2021Series E - $25,000 liquidation value; 11,500 shares issued and outstanding at June 30, 2022, December 31, 2021 and June 30, 2021287,500 287,500 287,500 
Common stock, no par value; $1.00 stated value; 100,000,000 shares authorized at June 30, 2022, December 31, 2021 and June 30, 2021; 60,721,889 shares issued at June 30, 2022, 58,891,780 shares issued at December 31, 2021 and 58,770,304 shares issued at June 30, 2021Common stock, no par value; $1.00 stated value; 100,000,000 shares authorized at June 30, 2022, December 31, 2021 and June 30, 2021; 60,721,889 shares issued at June 30, 2022, 58,891,780 shares issued at December 31, 2021 and 58,770,304 shares issued at June 30, 202160,722 58,892 58,770 
SurplusSurplus1,669,002 1,649,990 1,643,864 Surplus1,880,913 1,685,572 1,669,002 
Treasury stock, at cost, 1,703,627 shares at June 30, 2021 and December 31, 2020, and 720,784 shares at June 30, 2020(100,363)(100,363)(44,891)
Treasury stock, at cost, no shares at June 30, 2022, 1,837,689 shares at December 31, 2021, and 1,703,627 shares at June 30, 2021Treasury stock, at cost, no shares at June 30, 2022, 1,837,689 shares at December 31, 2021, and 1,703,627 shares at June 30, 2021 (109,903)(100,363)
Retained earningsRetained earnings2,288,969 2,080,013 1,921,048 Retained earnings2,616,525 2,447,535 2,288,969 
Accumulated other comprehensive income (loss)10,133 15,382 (597)
Accumulated other comprehensive (loss) incomeAccumulated other comprehensive (loss) income(243,037)4,092 10,133 
Total shareholders’ equityTotal shareholders’ equity4,339,011 4,115,995 3,990,218 Total shareholders’ equity4,727,623 4,498,688 4,339,011 
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$46,738,450 $45,080,768 $43,540,017 Total liabilities and shareholders’ equity$50,969,332 $50,142,143 $46,738,450 
See accompanying notes to unaudited consolidated financial statements.
1

Table of Contents
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME (UNAUDITED)
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
(In thousands, except per share data)(In thousands, except per share data)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
(In thousands, except per share data)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Interest incomeInterest incomeInterest income
Interest and fees on loansInterest and fees on loans$284,701 $294,746 $558,801 $596,585 Interest and fees on loans$320,501 $284,701 $606,199 $558,801 
Mortgage loans held-for-saleMortgage loans held-for-sale8,183 4,764 17,219 7,929 Mortgage loans held-for-sale5,740 8,183 11,827 17,219 
Interest-bearing deposits with banksInterest-bearing deposits with banks1,153 1,310 2,352 6,078 Interest-bearing deposits with banks5,790 1,153 7,477 2,352 
Federal funds sold and securities purchased under resale agreementsFederal funds sold and securities purchased under resale agreements0 16 0 102 Federal funds sold and securities purchased under resale agreements1,364 — 1,795 — 
Investment securitiesInvestment securities23,623 27,105 42,887 59,572 Investment securities36,541 23,623 68,939 42,887 
Trading account securitiesTrading account securities1 13 3 20 Trading account securities4 9 
Federal Home Loan Bank and Federal Reserve Bank stockFederal Home Loan Bank and Federal Reserve Bank stock1,769 1,765 3,514 3,342 Federal Home Loan Bank and Federal Reserve Bank stock1,823 1,769 3,595 3,514 
Brokerage customer receivablesBrokerage customer receivables149 97 272 255 Brokerage customer receivables205 149 379 272 
Total interest incomeTotal interest income319,579 329,816 625,048 673,883 Total interest income371,968 319,579 700,220 625,048 
Interest expenseInterest expenseInterest expense
Interest on depositsInterest on deposits24,298 50,057 52,242 117,492 Interest on deposits18,985 24,298 33,839 52,242 
Interest on Federal Home Loan Bank advancesInterest on Federal Home Loan Bank advances4,887 4,934 9,727 8,294 Interest on Federal Home Loan Bank advances4,878 4,887 9,694 9,727 
Interest on other borrowingsInterest on other borrowings2,568 3,436 5,177 6,982 Interest on other borrowings2,734 2,568 4,973 5,177 
Interest on subordinated notesInterest on subordinated notes5,512 5,506 10,989 10,978 Interest on subordinated notes5,517 5,512 10,999 10,989 
Interest on junior subordinated debenturesInterest on junior subordinated debentures2,724 2,752 5,428 5,563 Interest on junior subordinated debentures2,050 2,724 3,617 5,428 
Total interest expenseTotal interest expense39,989 66,685 83,563 149,309 Total interest expense34,164 39,989 63,122 83,563 
Net interest incomeNet interest income279,590 263,131 541,485 524,574 Net interest income337,804 279,590 637,098 541,485 
Provision for credit lossesProvision for credit losses(15,299)135,053 (60,646)188,014 Provision for credit losses20,417 (15,299)24,523 (60,646)
Net interest income after provision for credit lossesNet interest income after provision for credit losses294,889 128,078 602,131 336,560 Net interest income after provision for credit losses317,387 294,889 612,575 602,131 
Non-interest incomeNon-interest incomeNon-interest income
Wealth managementWealth management30,690 22,636 59,999 48,577 Wealth management31,369 30,690 62,763 59,999 
Mortgage bankingMortgage banking50,584 102,324 164,078 150,650 Mortgage banking33,314 50,584 110,545 164,078 
Service charges on deposit accountsService charges on deposit accounts13,249 10,420 25,285 21,685 Service charges on deposit accounts15,888 13,249 31,171 25,285 
Gains (losses) on investment securities, net1,285 808 2,439 (3,551)
(Losses) gains on investment securities, net(Losses) gains on investment securities, net(7,797)1,285 (10,579)2,439 
Fees from covered call optionsFees from covered call options1,388 1,388 2,292 Fees from covered call options1,069 1,388 4,811 1,388 
Trading losses, net(438)(634)(19)(1,085)
Trading gains (losses), netTrading gains (losses), net176 (438)4,065 (19)
Operating lease income, netOperating lease income, net12,240 11,785 26,680 23,769 Operating lease income, net15,007 12,240 30,482 26,680 
OtherOther20,375 14,654 36,029 32,898 Other13,916 20,375 32,474 36,029 
Total non-interest incomeTotal non-interest income129,373 161,993 315,879 275,235 Total non-interest income102,942 129,373 265,732 315,879 
Non-interest expenseNon-interest expenseNon-interest expense
Salaries and employee benefitsSalaries and employee benefits172,817 154,156 353,626 290,918 Salaries and employee benefits167,326 172,817 339,681 353,626 
Equipment20,866 15,846 41,778 30,680 
Software and equipmentSoftware and equipment24,250 20,866 47,060 41,778 
Operating lease equipment depreciationOperating lease equipment depreciation9,949 9,292 20,720 18,552 Operating lease equipment depreciation8,774 9,949 18,482 20,720 
Occupancy, netOccupancy, net17,687 16,893 37,683 34,440 Occupancy, net17,651 17,687 35,475 37,683 
Data processingData processing6,920 10,406 12,968 18,779 Data processing8,010 6,920 15,515 12,968 
Advertising and marketingAdvertising and marketing11,305 7,704 19,851 18,566 Advertising and marketing16,615 11,305 28,539 19,851 
Professional feesProfessional fees7,304 7,687 14,891 14,408 Professional fees7,876 7,304 16,277 14,891 
Amortization of other intangible assets2,039 2,820 4,046 5,683 
Amortization of other acquisition-related intangible assetsAmortization of other acquisition-related intangible assets1,579 2,039 3,188 4,046 
FDIC insuranceFDIC insurance6,405 7,081 12,963 11,216 FDIC insurance6,949 6,405 14,678 12,963 
OREO expense, net769 237 518 (639)
Other real estate owned expense, netOther real estate owned expense, net294 769 (738)518 
OtherOther24,051 27,246 47,957 51,406 Other29,344 24,051 54,809 47,957 
Total non-interest expenseTotal non-interest expense280,112 259,368 567,001 494,009 Total non-interest expense288,668 280,112 572,966 567,001 
Income before taxesIncome before taxes144,150 30,703 351,009 117,786 Income before taxes131,661 144,150 305,341 351,009 
Income tax expenseIncome tax expense39,041 9,044 92,752 33,315 Income tax expense37,148 39,041 83,437 92,752 
Net incomeNet income$105,109 $21,659 $258,257 $84,471 Net income$94,513 $105,109 $221,904 $258,257 
Preferred stock dividendsPreferred stock dividends6,991 2,050 13,982 4,100 Preferred stock dividends6,991 6,991 13,982 13,982 
Net income applicable to common sharesNet income applicable to common shares$98,118 $19,609 $244,275 $80,371 Net income applicable to common shares$87,522 $98,118 $207,922 $244,275 
Net income per common share—BasicNet income per common share—Basic$1.72 $0.34 $4.29 $1.40 Net income per common share—Basic$1.51 $1.72 $3.61 $4.29 
Net income per common share—DilutedNet income per common share—Diluted$1.70 $0.34 $4.24 $1.38 Net income per common share—Diluted$1.49 $1.70 $3.56 $4.24 
Cash dividends declared per common shareCash dividends declared per common share$0.31 $0.28 $0.62 $0.56 Cash dividends declared per common share$0.34 $0.31 $0.68 $0.62 
Weighted average common shares outstandingWeighted average common shares outstanding57,049 57,567 56,977 57,593 Weighted average common shares outstanding58,063 57,049 57,632 56,977 
Dilutive potential common sharesDilutive potential common shares726 414 691 481 Dilutive potential common shares775 726 823 691 
Average common shares and dilutive common sharesAverage common shares and dilutive common shares57,775 57,981 57,668 58,074 Average common shares and dilutive common shares58,838 57,775 58,455 57,668 
See accompanying notes to unaudited consolidated financial statements.
2

Table of Contents
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF COMPREHENSIVE (LOSS) INCOME (UNAUDITED)
 
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
(In thousands)(In thousands)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
(In thousands)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Net incomeNet income$105,109 $21,659 $258,257 $84,471 Net income$94,513 $105,109 $221,904 $258,257 
Unrealized gains (losses) on available-for-sale securities
Unrealized (losses) gains on available-for-sale securitiesUnrealized (losses) gains on available-for-sale securities
Before taxBefore tax6,312 5,068 (54,414)96,422 Before tax(166,536)6,312 (372,553)(54,414)
Tax effectTax effect(1,684)(1,350)14,523 (25,697)Tax effect44,382 (1,684)99,285 14,523 
Net of taxNet of tax4,628 3,718 (39,891)70,725 Net of tax(122,154)4,628 (273,268)(39,891)
Reclassification of net gains (losses) on available-for-sale securities included in net income
Reclassification of net gains on available-for-sale securities included in net incomeReclassification of net gains on available-for-sale securities included in net income
Before taxBefore tax584 (341)794 150 Before tax 584 250 794 
Tax effectTax effect(157)92 (213)(40)Tax effect (157)(67)(213)
Net of taxNet of tax427 (249)581 110 Net of tax 427 183 581 
Reclassification of amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-saleReclassification of amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-saleReclassification of amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale
Before taxBefore tax47 46 104 124 Before tax44 47 86 104 
Tax effectTax effect(13)(12)(28)(33)Tax effect(12)(13)(23)(28)
Net of taxNet of tax34 34 76 91 Net of tax32 34 63 76 
Net unrealized gains (losses) on available-for-sale securities4,167 3,933 (40,548)70,524 
Unrealized (losses) gains on derivative instruments
Net unrealized (losses) gains on available-for-sale securitiesNet unrealized (losses) gains on available-for-sale securities(122,186)4,167 (273,514)(40,548)
Unrealized gains (losses) on derivative instrumentsUnrealized gains (losses) on derivative instruments
Before taxBefore tax(8,788)(2,867)42,004 (41,560)Before tax2,375 (8,788)41,856 42,004 
Tax effectTax effect2,341 773 (11,194)11,095 Tax effect(634)2,341 (11,166)(11,194)
Net unrealized (losses) gains on derivative instruments(6,447)(2,094)30,810 (30,465)
Net unrealized gains (losses) on derivative instrumentsNet unrealized gains (losses) on derivative instruments1,741 (6,447)30,690 30,810 
Foreign currency adjustmentForeign currency adjustmentForeign currency adjustment
Before taxBefore tax2,876 6,677 5,610 (7,655)Before tax(8,260)2,876 (5,418)5,610 
Tax effectTax effect(567)(1,510)(1,121)1,677 Tax effect1,667 (567)1,113 (1,121)
Net foreign currency adjustmentNet foreign currency adjustment2,309 5,167 4,489 (5,978)Net foreign currency adjustment(6,593)2,309 (4,305)4,489 
Total other comprehensive income (loss)29 7,006 (5,249)34,081 
Comprehensive income$105,138 $28,665 $253,008 $118,552 
Total other comprehensive (loss) incomeTotal other comprehensive (loss) income(127,038)29 (247,129)(5,249)
Comprehensive (loss) incomeComprehensive (loss) income$(32,525)$105,138 $(25,225)$253,008 
See accompanying notes to unaudited consolidated financial statements.
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Table of Contents
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN SHAREHOLDERS’ EQUITY (UNAUDITED)
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN SHAREHOLDERS’ EQUITY (UNAUDITED)
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN SHAREHOLDERS’ EQUITY (UNAUDITED)
(In thousands, except per share data)(In thousands, except per share data)Preferred
stock
Common
stock
SurplusTreasury
stock
Retained
earnings
Accumulated other
comprehensive (loss) income
Total shareholders’ equity(In thousands, except per share data)Preferred
stock
Common
stock
SurplusTreasury
stock
Retained
earnings
Accumulated other
comprehensive income (loss)
Total shareholders’ equity
Balance at March 31, 2020$125,000 $58,266 $1,652,063 $(44,891)$1,917,558 $(7,603)$3,700,393 
Balance at March 31, 2021Balance at March 31, 2021$412,500 $58,727 $1,663,008 $(100,363)$2,208,535 $10,104 $4,252,511 
Net income— — — — 21,659 — 21,659 
Other comprehensive income, net of tax— — — — — 7,006 7,006 
Cash dividends declared on common stock, $0.28 per share— — — — (16,119)— (16,119)
Dividends on preferred stock, $0.41 per share— — — — (2,050)— (2,050)
Stock-based compensation— — 541 — — — 541 
Issuance of Series E preferred stock287,500 — (10,125)— — — 277,375 
Common stock issued for:
Exercise of stock options and warrants— 158 — — — 161 
Restricted stock awards— (3)— — — 
Employee stock purchase plan— 22 654 — — — 676 
Director compensation plan— — 576 — — — 576 
Balance at June 30, 2020$412,500 $58,294 $1,643,864 $(44,891)$1,921,048 $(597)$3,990,218 
Balance at January 1, 2020$125,000 $57,951 $1,650,278 $(6,931)$1,899,630 $(34,678)$3,691,250 
Cumulative effect adjustment from the adoption of ASU 2016-13, net of tax— — — — (26,717)— (26,717)
Net income— — — — 84,471 — 84,471 
Other comprehensive income, net of tax— — — — — 34,081 34,081 
Cash dividends declared on common stock, $0.56 per share— — — — (32,236)— (32,236)
Dividends on preferred stock, $0.82 per share— — — — (4,100)— (4,100)
Common stock repurchases under authorized program— — — (37,116)— — (37,116)
Stock-based compensation— — (2,278)— — — (2,278)
Issuance of Series E preferred stock287,500 — (10,125)— — — 277,375 
Common stock issued for:
Exercise of stock options and warrants— 98 3,701 (92)— — 3,707 
Restricted stock awards— 193 (193)(752)— — (752)
Employee stock purchase plan— 32 1,353 — — — 1,385 
Director compensation plan— 20 1,128 — — — 1,148 
Balance at June 30, 2020$412,500 $58,294 $1,643,864 $(44,891)$1,921,048 $(597)$3,990,218 
Balance at March 31, 2021$412,500 $58,727 $1,663,008 $(100,363)$2,208,535 $10,104 $4,252,511 
Net incomeNet income    105,109  105,109 Net income— — — — 105,109 — 105,109 
Other comprehensive income, net of taxOther comprehensive income, net of tax     29 29 Other comprehensive income, net of tax— — — — — 29 29 
Cash dividends declared on common stock, $0.31 per shareCash dividends declared on common stock, $0.31 per share    (17,684) (17,684)Cash dividends declared on common stock, $0.31 per share— — — — (17,684)— (17,684)
Dividends on Series D preferred stock, $0.41 per share and Series E preferred stock, $429.69 per shareDividends on Series D preferred stock, $0.41 per share and Series E preferred stock, $429.69 per share    (6,991) (6,991)Dividends on Series D preferred stock, $0.41 per share and Series E preferred stock, $429.69 per share— — — — (6,991)— (6,991)
Stock-based compensationStock-based compensation  3,332    3,332 Stock-based compensation— — 3,332 — — — 3,332 
Common stock issued for:Common stock issued for:Common stock issued for:
Exercise of stock options and warrantsExercise of stock options and warrants 29 1,251    1,280 Exercise of stock options and warrants— 29 1,251 — — — 1,280 
Restricted stock awardsRestricted stock awards 3 (3)   0 Restricted stock awards— (3)— — — — 
Employee stock purchase planEmployee stock purchase plan 11 794    805 Employee stock purchase plan— 11 794 — — — 805 
Director compensation planDirector compensation plan  620    620 Director compensation plan— — 620 — — — 620 
Balance at June 30, 2021Balance at June 30, 2021$412,500 $58,770 $1,669,002 $(100,363)$2,288,969 $10,133 $4,339,011 Balance at June 30, 2021$412,500 $58,770 $1,669,002 $(100,363)$2,288,969 $10,133 $4,339,011 
Balance at January 1, 2021Balance at January 1, 2021$412,500 $58,473 $1,649,990 $(100,363)$2,080,013 $15,382 $4,115,995 Balance at January 1, 2021$412,500 $58,473 $1,649,990 $(100,363)$2,080,013 $15,382 $4,115,995 
Net incomeNet income    258,257  258,257 Net income— — — — 258,257 — 258,257 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax     (5,249)(5,249)Other comprehensive loss, net of tax— — — — — (5,249)(5,249)
Cash dividends declared on common stock, $0.62 per shareCash dividends declared on common stock, $0.62 per share    (35,319) (35,319)Cash dividends declared on common stock, $0.62 per share— — — — (35,319)— (35,319)
Dividends on Series D preferred stock, $0.82 per share and Series E preferred stock, $859.38 per shareDividends on Series D preferred stock, $0.82 per share and Series E preferred stock, $859.38 per share    (13,982) (13,982)Dividends on Series D preferred stock, $0.82 per share and Series E preferred stock, $859.38 per share— — — — (13,982)— (13,982)
Stock-based compensationStock-based compensation  6,194    6,194 Stock-based compensation— — 6,194 — — — 6,194 
Common stock issued for:Common stock issued for:Common stock issued for:
Exercise of stock options and warrantsExercise of stock options and warrants 238 10,003    10,241 Exercise of stock options and warrants— 238 10,003 — — — 10,241 
Restricted stock awardsRestricted stock awards 10 (10)   0 Restricted stock awards— 10 (10)— — — — 
Employee stock purchase planEmployee stock purchase plan 25 1,595    1,620 Employee stock purchase plan— 25 1,595 — — — 1,620 
Director compensation planDirector compensation plan 24 1,230    1,254 Director compensation plan— 24 1,230 — — — 1,254 
Balance at June 30, 2021Balance at June 30, 2021$412,500 $58,770 $1,669,002 $(100,363)$2,288,969 $10,133 $4,339,011 Balance at June 30, 2021$412,500 $58,770 $1,669,002 $(100,363)$2,288,969 $10,133 $4,339,011 
Balance at March 31, 2022Balance at March 31, 2022$412,500 $59,091 $1,698,093 $(109,903)$2,548,474 $(115,999)$4,492,256 
Net incomeNet income    94,513  94,513 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax     (127,038)(127,038)
Cash dividends declared on common stock, $0.34 per shareCash dividends declared on common stock, $0.34 per share    (19,471) (19,471)
Dividends on Series D preferred stock, $0.41 per share and Series E preferred stock, $429.69 per shareDividends on Series D preferred stock, $0.41 per share and Series E preferred stock, $429.69 per share    (6,991) (6,991)
Stock-based compensationStock-based compensation  6,998    6,998 
Common stock issued for:Common stock issued for:
New issuance, net of costNew issuance, net of cost 1,612 174,206 109,903   285,721 
Exercise of stock options and warrantsExercise of stock options and warrants 5 177    182 
Restricted stock awardsRestricted stock awards 4 (4)    
Employee stock purchase planEmployee stock purchase plan 9 784    793 
Director compensation planDirector compensation plan 1 659    660 
Balance at June 30, 2022Balance at June 30, 2022$412,500 $60,722 $1,880,913 $ $2,616,525 $(243,037)$4,727,623 
Balance at January 1, 2022Balance at January 1, 2022$412,500 $58,892 $1,685,572 $(109,903)$2,447,535 $4,092 $4,498,688 
Net incomeNet income    221,904  221,904 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax     (247,129)(247,129)
Cash dividends declared on common stock, $0.68 per shareCash dividends declared on common stock, $0.68 per share    (38,932) (38,932)
Dividends on Series D preferred stock, $0.82 per share and Series E preferred stock, $859.38 per shareDividends on Series D preferred stock, $0.82 per share and Series E preferred stock, $859.38 per share    (13,982) (13,982)
Stock-based compensationStock-based compensation  14,889    14,889 
Common stock issued for:Common stock issued for:
New issuance, net of costNew issuance, net of cost 1,612 174,206 109,903   285,721 
Exercise of stock options and warrantsExercise of stock options and warrants 84 3,456    3,540 
Restricted stock awardsRestricted stock awards 56 (56)    
Employee stock purchase planEmployee stock purchase plan 19 1,616    1,635 
Director compensation planDirector compensation plan 59 1,230    1,289 
Balance at June 30, 2022Balance at June 30, 2022$412,500 $60,722 $1,880,913 $ $2,616,525 $(243,037)$4,727,623 

See accompanying notes to unaudited consolidated financial statements.
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WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CASH FLOWS (UNAUDITED)
Six Months EndedSix Months Ended
(In thousands)(In thousands)June 30,
2021
June 30,
2020
(In thousands)June 30,
2022
June 30,
2021
Operating Activities:Operating Activities:Operating Activities:
Net incomeNet income$258,257 $84,471 Net income$221,904 $258,257 
Adjustments to reconcile net income to net cash provided by (used for) operating activities
Adjustments to reconcile net income to net cash provided by operating activitiesAdjustments to reconcile net income to net cash provided by operating activities
Provision for credit lossesProvision for credit losses(60,646)188,014 Provision for credit losses24,523 (60,646)
Depreciation, amortization and accretion, netDepreciation, amortization and accretion, net51,485 47,138 Depreciation, amortization and accretion, net45,187 51,485 
Stock-based compensation expense (benefit)6,194 (2,278)
Stock-based compensation expenseStock-based compensation expense14,889 6,194 
Amortization of premium on securities, netAmortization of premium on securities, net3,797 4,694 Amortization of premium on securities, net1,475 3,797 
Accretion of discount and deferred fees on loans, netAccretion of discount and deferred fees on loans, net(47,975)(41,304)Accretion of discount and deferred fees on loans, net(13,960)(47,975)
Mortgage servicing rights fair value changes, netMortgage servicing rights fair value changes, net6,203 38,233 Mortgage servicing rights fair value changes, net(39,658)6,203 
Non-designated derivatives fair value changes, netNon-designated derivatives fair value changes, net(241)(2,724)Non-designated derivatives fair value changes, net(236)(241)
Originations and purchases of mortgage loans held-for-saleOriginations and purchases of mortgage loans held-for-sale(3,945,978)(3,426,911)Originations and purchases of mortgage loans held-for-sale(1,716,502)(3,945,978)
Early buy-out exercises of mortgage loans held-for-sale guaranteed by U.S. Government Agencies, net of subsequent paydown or payoff(6,997)
Early buy-out exercises of mortgage loans held-for-sale guaranteed by U.S. Government Agencies, net of subsequent paydowns or payoffsEarly buy-out exercises of mortgage loans held-for-sale guaranteed by U.S. Government Agencies, net of subsequent paydowns or payoffs43,288 (6,997)
Proceeds from sales of mortgage loans held-for-saleProceeds from sales of mortgage loans held-for-sale4,357,804 3,035,641 Proceeds from sales of mortgage loans held-for-sale1,916,314 4,357,804 
Bank owned life insurance ("BOLI") income(2,466)(666)
(Increase) decrease in trading securities, net(1,996)178 
(Increase) decrease in brokerage customer receivables, net(5,657)1,950 
Bank owned life insurance (“BOLI”) loss (income)Bank owned life insurance (“BOLI”) loss (income)836 (2,466)
Decrease (increase) in trading securities, netDecrease (increase) in trading securities, net51 (1,996)
Decrease (increase) in brokerage customer receivables, netDecrease (increase) in brokerage customer receivables, net4,541 (5,657)
Gains on mortgage loans soldGains on mortgage loans sold(132,012)(155,108)Gains on mortgage loans sold(31,137)(132,012)
(Gains) losses on investment securities, net(2,439)3,551 
Losses (gains) on investment securities, netLosses (gains) on investment securities, net10,579 (2,439)
(Gains) losses on sales of premises and equipment, net, and sale of related deposit liabilities(3,782)
Losses (gains) on sales of premises and equipment, net, and sale of related deposit liabilitiesLosses (gains) on sales of premises and equipment, net, and sale of related deposit liabilities2,126 (3,782)
Gains on sales and fair value adjustments of other real estate owned, netGains on sales and fair value adjustments of other real estate owned, net(332)(694)Gains on sales and fair value adjustments of other real estate owned, net(868)(332)
Decrease (increase) in accrued interest receivable and other assets, net143,200 (171,099)
Decrease in accrued interest receivable and other assets, netDecrease in accrued interest receivable and other assets, net130,148 143,200 
Increase in accrued interest payable and other liabilities, netIncrease in accrued interest payable and other liabilities, net32,344 27,244 Increase in accrued interest payable and other liabilities, net209,824 32,344 
Net Cash Provided by (Used for) Operating Activities648,763 (369,667)
Net Cash Provided by Operating ActivitiesNet Cash Provided by Operating Activities823,324 648,763 
Investing Activities:Investing Activities:Investing Activities:
Proceeds from maturities and calls of available-for-sale securitiesProceeds from maturities and calls of available-for-sale securities908,160 549,981 Proceeds from maturities and calls of available-for-sale securities208,534 908,160 
Proceeds from maturities and calls of held-to-maturity securitiesProceeds from maturities and calls of held-to-maturity securities137,273 529,974 Proceeds from maturities and calls of held-to-maturity securities124,986 137,273 
Proceeds from sales of available-for-sale securitiesProceeds from sales of available-for-sale securities2,376 502,676 Proceeds from sales of available-for-sale securities 2,376 
Proceeds from sales of equity securities with readily determinable fair valueProceeds from sales of equity securities with readily determinable fair value6,259 4,030 Proceeds from sales of equity securities with readily determinable fair value18,753 6,259 
Proceeds from sales and capital distributions of equity securities without readily determinable fair valueProceeds from sales and capital distributions of equity securities without readily determinable fair value1,137 444 Proceeds from sales and capital distributions of equity securities without readily determinable fair value529 1,137 
Purchases of available-for-sale securitiesPurchases of available-for-sale securities(290,583)(1,048,539)Purchases of available-for-sale securities(1,224,316)(290,583)
Purchases of held-to-maturity securitiesPurchases of held-to-maturity securities(2,257,847)(124,802)Purchases of held-to-maturity securities(596,897)(2,257,847)
Purchases of equity securities with readily determinable fair valuePurchases of equity securities with readily determinable fair value0 (7,659)Purchases of equity securities with readily determinable fair value(27,805)— 
Purchases of equity securities without readily determinable fair valuePurchases of equity securities without readily determinable fair value(3,359)(3,166)Purchases of equity securities without readily determinable fair value(8,480)(3,359)
Purchases of Federal Home Loan Bank and Federal Reserve Bank stock, netPurchases of Federal Home Loan Bank and Federal Reserve Bank stock, net(1,037)(34,832)Purchases of Federal Home Loan Bank and Federal Reserve Bank stock, net(760)(1,037)
Distributions from (contributions to) investments in partnerships, net44 (355)
Distributions from investments in partnerships, netDistributions from investments in partnerships, net3,196 44 
Proceeds from sales of other real estate ownedProceeds from sales of other real estate owned5,314 5,405 Proceeds from sales of other real estate owned3,669 5,314 
Decrease (increase) in interest-bearing deposits with banks, net96,948 (1,852,194)
Decrease in securities purchased under resale agreements with terms exceeding three months, netDecrease in securities purchased under resale agreements with terms exceeding three months, net225,000 — 
Decrease in interest-bearing deposits with banks, netDecrease in interest-bearing deposits with banks, net2,105,160 96,948 
Increase in loans, netIncrease in loans, net(795,270)(4,460,325)Increase in loans, net(2,202,286)(795,270)
Redemption of BOLIRedemption of BOLI960 — 
Purchases of premises and equipment, netPurchases of premises and equipment, net(12,113)(38,132)Purchases of premises and equipment, net(23,366)(12,113)
Net Cash Used for Investing ActivitiesNet Cash Used for Investing Activities(2,202,698)(5,977,494)Net Cash Used for Investing Activities(1,393,123)(2,202,698)
Financing Activities:Financing Activities:Financing Activities:
Increase in deposit accounts, netIncrease in deposit accounts, net1,715,840 5,545,133 Increase in deposit accounts, net497,735 1,715,840 
(Decrease) increase in other borrowings, net(9,230)98,974 
Increase in Federal Home Loan Bank advances, net12,629 553,500 
Decrease in other borrowings, netDecrease in other borrowings, net(5,059)(9,230)
(Decrease) increase in Federal Home Loan Bank advances, net(Decrease) increase in Federal Home Loan Bank advances, net(75,000)12,629 
Proceeds from common stock offering, netProceeds from common stock offering, net286,315 — 
Proceeds from the issuance of preferred stock, net0 277,375 
Cash payments to settle contingent consideration liabilities recognized in business combinationsCash payments to settle contingent consideration liabilities recognized in business combinations(16,583)(1,276)Cash payments to settle contingent consideration liabilities recognized in business combinations (16,583)
Issuance of common shares resulting from the exercise of stock options, employee stock purchase plan and conversion of common stock warrantsIssuance of common shares resulting from the exercise of stock options, employee stock purchase plan and conversion of common stock warrants13,115 6,332 Issuance of common shares resulting from the exercise of stock options, employee stock purchase plan and conversion of common stock warrants6,464 13,115 
Common stock repurchases under authorized program0 (37,116)
Common stock repurchases for tax withholdings related to stock-based compensation0 (844)
Dividends paidDividends paid(49,301)(36,336)Dividends paid(52,914)(49,301)
Net Cash Provided by Financing ActivitiesNet Cash Provided by Financing Activities1,666,470 6,405,742 Net Cash Provided by Financing Activities657,541 1,666,470 
Net Increase in Cash and Cash EquivalentsNet Increase in Cash and Cash Equivalents112,535 58,581 Net Increase in Cash and Cash Equivalents87,742 112,535 
Cash and Cash Equivalents at Beginning of PeriodCash and Cash Equivalents at Beginning of Period322,474 286,476 Cash and Cash Equivalents at Beginning of Period411,205 322,474 
Cash and Cash Equivalents at End of PeriodCash and Cash Equivalents at End of Period$435,009 $345,057 Cash and Cash Equivalents at End of Period$498,947 $435,009 
See accompanying notes to unaudited consolidated financial statements.
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WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
NOTES TO UNAUDITED CONSOLIDATED FINANCIAL STATEMENTS

(1) Basis of Presentation

The interim consolidated financial statements of Wintrust Financial Corporation and its subsidiaries (collectively, “Wintrust” or the “Company”) presented herein are unaudited, but in the opinion of management, reflect all necessary adjustments of a normal or recurring nature for a fair presentation of results as of the dates and for the periods covered by the interim consolidated financial statements.

The accompanying interim consolidated financial statements are unaudited and do not include information or footnotes necessary for a complete presentation of financial condition, results of operations or cash flows in accordance with U.S. generally accepted accounting principles (“GAAP”). The interim unaudited consolidated financial statements should be read in conjunction with the consolidated financial statements and notes included in the Company’s Annual Report on Form 10-K for the year ended December 31, 20202021 (“20202021 Form 10-K”). Operating results reported for the period are not necessarily indicative of the results which may be expected for the entire year. Reclassifications of certain prior period amounts have been made to conform to the current period presentation.

The preparation of the financial statements requires management to make estimates, assumptions and judgments that affect the reported amounts of assets and liabilities. Management believes that the estimates made are reasonable; however, changes in estimates may be required if economic or other conditions develop differently from management’s expectations. Certain policies and accounting principles inherently have a greater reliance on the use of estimates, assumptions and judgments and as such have a greater possibility of producing results that could be materially different than originally reported. Management views critical accounting policies to be those which are highly dependent on subjective or complex judgments, estimates and assumptions, and where changes in those estimates and assumptions could have a significant impact on the financial statements. Management currently views the determination of the allowance for credit losses, including the allowance for loan losses, the allowance for unfunded commitment losses and the allowance for held-to-maturity securities losses, estimations of fair value, the valuations required for impairment testing of goodwill, the valuation and accounting for derivative instruments and income taxes as the accounting areas that require the most subjective and complex judgments, and as such could be the most subject to revision as new information becomes available. Descriptions of the Company'sCompany’s significant accounting policies are included in Note 1 - “SummarySummary of Significant Accounting Policies”Policies of the 20202021 Form 10-K. In preparation of these financial statements, subsequent events were evaluated through the time the financial statements were issued. Financial statements are considered issued when they are widely distributed to all shareholders and other financial statement users or filed with the SEC.

(2) Recent Accounting Developments

Legislation and Regulations Issued as a Result of the COVID-19 PandemicDebt

On March 27, 2020, the President of the United States signed the Coronavirus Aid, Relief, and Economic Security Act (the "CARES Act" or the "Act"), which provides entities with optional temporary relief from certain accounting and financial reporting requirements under U.S. GAAP.

Section 4013 of the CARES Act allows financial institutions to suspend application of certain current troubled debt restructuring ("TDR") accounting guidance under Accounting Standards Codification (“ASC”) 310-40 for loan modifications related to the COVID-19 pandemic made between March 1, 2020 and the earlier of December 31, 2020 or 60 days after the end of the COVID-19 national emergency, provided certain criteria are met. This relief can be applied to loan modifications for borrowers that were not more than 30 days past due as of December 31, 2019 and to loan modifications that defer or delay the payment of principal or interest, or change the interest rate on the loan. On December 27, 2020, the Consolidated Appropriations Act, 2021 (the "CAA"), which combined stimulus relief for the COVID-19 pandemic with an omnibus spending bill for the 2021 fiscal year, was signed by the President of the United States. The CAA included extension of TDR accounting relief provided under the CARES Act to January 1, 2022. The Company chose to apply this relief to eligible loan modifications.

The business tax provisions of the Act include temporary changes to income and non-income based tax laws, including immediate recovery of qualified improvement property costs and acceleration of Alternative Minimum Tax (AMT) credits. These provisions did not have a material impact on the Company's deferred taxes.

In April 2020, federal and state banking regulators issued the Interagency Statement on Loan Modifications and Reporting for Financial Institutions Working with Customers Affected by the Coronavirus to provide separate relief, specifically indicating that if a modification is either short-term (e.g., six months) or mandated by a federal or state government in response to the COVID-19 pandemic, the borrower is not considered to be experiencing financial difficulty and thus does not represent a TDR under ASC 310-40. Additionally, in August 2020, regulators issued the Joint Statement on Additional Loan Accommodations
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Related to the COVID-19 pandemic to provide prudent risk management and consumer protection principles for financial institutions to consider while working with borrowers as loans near the end of initial loan accommodation periods applicable during the COVID-19 pandemic. The Company continues to prudently work with borrowers negatively impacted by the COVID-19 pandemic while managing credit risks and recognizing appropriate allowance for credit losses on its loan portfolio.

Reference Rate Reform

In March 2020, the FASB issued ASU No. 2020-04, “Reference Rate Reform (Topic 848),” which provides temporary optional relief for contracts modified as a result of reference rate reform meeting certain modification criteria, generally allowing an entity to account for contract modifications occurring due to reference rate reform as an event that does not require contract remeasurement or reassessment of a previous accounting determination at the modification date. The guidance also includes temporary optional expedients intended to provide relief from various hedge effectiveness requirements for hedging relationships affected by reference rate reform, provided certain criteria are met, and allows a one-time election to sell or transfer to either available-for-sale or trading any held-to-maturity ("HTM") debt securities that refer to an interest rate affected by reference rate reform and were classified as HTM prior to January 1, 2020. Additionally, in January 2021, the FASB issued ASU No. 2021-01, “Reference Rate Reform (Topic 848): Scope,” which provided additional clarification that certain optional expedients and exceptions noted above apply to derivative instruments that use an interest rate for margining, discounting or contract price alignment that is modified as a result of reference rate reform. This guidance was effective upon issuance and can be applied prospectively, with certain exceptions, through December 31, 2022.

In November 2020, federal and state banking regulators issued the “Interagency Policy Statement on Reference Rates for Loans" to reiterate that a specific replacement rate for loans impacted by reference rate reform has not been endorsed and entities may utilize any replacement reference rate determined to be appropriate based on its funding model and customer needs. As discussed in the “Interagency Policy Statement on Reference Rates for Loans," fallback language should be included in lending contracts to provide for use of a robust fallback rate if the initial reference rate is discontinued. Additionally, federal banking regulators issued the "Interagency Statement on LIBOR Transition" acknowledging that the administrator of USD LIBOR benchmarks has announced it will consult on its intention to cease the publication of the one week and two month USD LIBOR settings immediately following the LIBOR publication on December 31, 2021, and the remaining USD LIBOR settings immediately following the LIBOR publication on June 30, 2023. On March 5, 2021, the administrator of USD LIBOR benchmarks confirmed these dates and will cease publication of USD LIBOR tenors accordingly. As discussed in the "Interagency Statement on LIBOR Transition," regulators encouraged banks to cease entering into new contracts that use USD LIBOR as a reference rate as soon as practicable and in any event by December 31, 2021, in order to facilitate an orderly, safe and sound LIBOR transition. The Company continues to monitor efforts and evaluate the impact of reference rate reform on its consolidated financial statements.
Income Taxes

In December 2019, the FASB issued ASU No. 2019-12, "Income Taxes (Topic 740): Simplifying the Accounting for Income Taxes," to simplify the accounting for income taxes by removing certain exceptions to the general principles of ASC 740, "Income Taxes". The guidance also improved consistent application by clarifying and amending existing guidance from ASC 740. The Company adopted ASU No. 2019-12 as of January 1, 2021. Adoption of this standard did not have a material impact on the Company’s consolidated financial statements.

Investment Securities

In January 2020, the FASB issued ASU No. 2020-01, “Clarifying the Interactions Between Investments-Equity Securities (ASC Topic 321), Investments-Equity Method and Joint Ventures (ASC Topic 323), and Derivatives and Hedging (ASC Topic 815),” which amended ASC 323, Investments-Equity Method & Joint Ventures to clarify that an entity should consider observable transactions that require it to either apply or discontinue using the equity method of accounting for purposes of applying the measurement alternative in accordance with ASC 321, Investments-Equity Securities, immediately before applying or discontinuing the equity method under ASC 323.

The guidance also amended ASC 815, Derivatives & Hedging, to clarify that, when determining the accounting for certain nonderivative forward contracts and purchased options, an entity should not consider how to account for the resulting investments upon eventual settlement or exercise, and that an entity should evaluate the remaining characteristics in accordance with ASC 815 to determine the accounting for those forward contracts and purchased options.

The Company adopted ASU No. 2020-01 as of January 1, 2021 under a prospective approach. Adoption of this standard did not have a material impact on the Company’s consolidated financial statements.
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Codification Improvements

In October 2020, the FASB issued ASU No. 2020-08, “Codification Improvements to Subtopic 310-20, Receivables — Nonrefundable Fees and Other Costs,” clarifying that, for each reporting period, an entity should reevaluate whether a callable debt security with multiple call dates is within the scope of ASC 310-20, which was amended to require amortization of any premium to the next call date. The next call date was defined as the first date when a call option at a specified price becomes exercisable. The Company adopted ASU No. 2020-08 as of January 1, 2021 under a prospective approach. Adoption of this standard did not have a material impact on the Company’s consolidated financial statements.

Additionally, the FASB issued ASU No. 2020-10, “Codification Improvements,” in October 2020 to improve the consistency of the Codification by adding or moving disclosure-specific guidance contained in the Other Presentation Matters section to the appropriate Disclosure Section for various Topics. The Company adopted ASU No. 2020-10 as of January 1, 2021 under a retrospective approach. Adoption of this standard did not have a material impact on the Company’s consolidated financial statements.

SEC Amendments to Financial Disclosures about Acquired and Disposed Businesses

In May 2020, the SEC issued a final rule on “Amendments to Financial Disclosures about Acquired and Disposed Businesses,” which provides for specific disclosure changes, including revising the investment and income significance tests, conforming the significance threshold and tests for a disposed business to those used for an acquired business, permitting abbreviated financial statements for certain acquisitions of a component of an entity, and reducing the maximum number of years for which financial statements are required for acquired businesses from three years to two years, among other amendments. This guidance was effective on January 1, 2021. The Company does not expect this to have a material impact on the Company’s consolidated financial statements.

Debt
In August 2020, the FASB issued ASU No. 2020-06, “Debt-Debt with Conversion and Other Options (Subtopic 470-20) and Derivatives and Hedging-Contracts in Entity’s Own Equity (Subtopic 815-40): Accounting for Convertible Instruments and Contracts in an Entity’s Own Equity,” which includes provisions for reducing the number of accounting models used in accounting for convertible debt instruments and convertible preferred stock, amending derivatives and earnings-per-share (EPS) guidance and expanding disclosures for convertible debt instruments and EPS. This guidance is effective for fiscal years beginning after December 15, 2021, including interim periods therein, and is to be applied under either a full or modified retrospective approach. Early adoption is permitted. The Company doesadopted ASU No. 2020-06 as of January 1, 2022. Adoption of this standard did not expect this guidance to have a material impact on the Company’s consolidated financial statements.
SEC Update of Statistical Disclosures for Bank and Savings and Loan Registrants
In September 2020, the SEC issued a final rule on the “Update of Statistical Disclosures for Bank and Savings and Loan Registrants,” which adopts rules to update statistical disclosure requirements for banking registrants. The amendments update and expand the disclosures that registrants are required to provide, codify certain Industry Guide 3 disclosure items and eliminate other Guide 3 disclosures that overlap with SEC rules, GAAP or IFRS standards. In addition, Guide 3 is being rescinded and replaced with a new subpart of Regulation S-K. The SEC ruling is applicable to fiscal years beginning after December 15, 2021 and early compliance is permitted. The Company does not expect this guidance to have a material impact on the Company’s consolidated financial statements.
Issuer’s Accounting for Modifications or Exchanges of Freestanding Equity-Classified Written Call Options

In May 2021, the FASB issued ASU No. 2021-04, “Earnings Per Share (Topic 260), Debt—Modifications and Extinguishments (Subtopic 470-50), Compensation—Stock Compensation (Topic 718), and Derivatives and Hedging—Contracts in Entity’s Own Equity (Subtopic 815-40): Issuer’s Accounting for Certain Modifications or Exchanges of Freestanding Equity-Classified Written Call Options,” which requires an issuer to account for any modification or exchange of the terms or conditions of a freestanding written call option classified as equity, such as warrants, that remains classified as equity as an exchange of the original instrument for a new instrument and provides a framework for measuring and recognizing the effect of the exchange as an adjustment to either equity or expense. This guidance is effective for fiscal years beginning after December 15, 2021, including interim periods therein, and is to be applied prospectively. Early adoption is permitted. The Company doesadopted ASU No. 2021-04 as of January 1, 2022 under a prospective approach. Adoption of this standard did not expect this guidance to have a material impact on the Company’s consolidated financial statements.


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Leases - Certain Leases with Variable Lease Payments

In July 2021, the FASB issued ASU No. 2021-05, “Leases (Topic 842): Lessors – Certain Leases with Variable Lease Payments” which amends lessor lease classification requirements to allow leases with variable lease payments that are not dependent on a reference index or rate to be classified and accounted for as an operating lease, provided the lease would have been classified as a sales-type or direct financing lease and the lessor would have otherwise recognized a day-one loss. The Company adopted ASU No. 2021-05 as of January 1, 2022. As the Company has adopted ASC Topic 842, this guidance was applied retrospectively to leases that commenced or were modified after the adoption of ASC Topic 842 and prospectively to leases that will commence or be modified after January 1, 2022. Adoption of this standard did not have a material impact on the Company’s consolidated financial statements.

Fair Value Hedging - Portfolio Layer Method

In March 2022, the FASB issued ASU No. 2022-01, “Derivatives and Hedging (Topic 815): Fair Value Hedging - Portfolio Layer Method” which expands the current last-of-layer method by allowing multiple hedged layers to be designated for a single closed portfolio of financial assets or one or more beneficial interests secured by a portfolio of financial instruments. This guidance is effective for fiscal years beginning after December 15, 2022, including interim periods therein, and is to be applied under a prospective approach. Early adoption is permitted. The Company is currently evaluating the impact of the updated guidance on the Company’s consolidated financial statements.
Troubled Debt Restructurings and Vintage Disclosures

In March 2022, the FASB issued ASU No. 2022-02, “Financial Instruments - Credit Losses (Topic 326): Troubled Debt Restructurings and Vintage Disclosures” which eliminates the separate recognition and measurement guidance for Troubled Debt Restructurings ("TDRs") by creditors, while enhancing disclosure requirements for certain loan refinancing and restructurings by creditors when a borrower is experiencing financial difficulty, and requiring entities to disclose current-period gross write-offs by year of origination for certain financing receivables and net investments in leases. This guidance is effective for fiscal years beginning after December 15, 2022, including interim periods therein, with early adoption permitted. If the Company elects to early adopt in an interim period, the guidance should be applied as of the beginning of the fiscal year that includes the interim period. The Company may elect to early adopt the amendments related to TDRs separately from the amendments related to vintage disclosures. The amendments related to disclosures for loan modifications and the vintage disclosures should be applied under a prospective approach, while the guidance on TDRs should be applied using either a prospective or modified retrospective approach. The Company is currently evaluating the impact of the updated guidance on the Company’s consolidated financial statements and plans to adopt the new guidance as of January 1, 2023.

Fair Value Measurement - Equity Securities with Contractual Sale Restrictions

In June 2022, the FASB issued ASU No. 2022-03, “Fair Value Measurement (Topic 820): Fair Value Measurement of Equity Securities Subject to Contractual Sale Restrictions” which clarifies the guidance in ASC 820 when measuring the fair value of an equity security subject to contractual restrictions that prohibit the sale of an equity security, and also requires specific disclosures related to these types of securities. This guidance is effective for fiscal years beginning after December 15, 2023, including interim periods therein, and is to be applied under a prospective approach. Early adoption is permitted. The Company is currently evaluating the impact of the updated guidance on the Company’s consolidated financial statements.

(3) Business Combinations

On November 15, 2021, the Company completed its acquisition of certain assets from The Allstate Corporation (“Allstate”). Through this business combination, the Company acquired approximately $581.6 million of loans, net of allowance for credit losses measured on the acquisition date. The loan portfolio was comprised of approximately 1,800 loans to Allstate agents nationally. In addition to acquiring the loans, the Company became the national preferred provider of loans to Allstate agents. In connection with the loan acquisition, a team of Allstate agency lending specialists joined the Company to augment and expand Wintrust’s existing insurance agency finance business. For more information regarding these loans, see Note 6 - Loans in Item 1 of this report. As the transaction was determined to be a business combination, the Company recorded goodwill of approximately $9.3 million on the acquisition.

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(3)(4) Cash and Cash Equivalents

For purposes of the Consolidated Statements of Cash Flows, the Company considers cash and cash equivalents to include cash on hand, cash items in the process of collection, non-interest bearing amounts due from correspondent banks, federal funds sold and securities purchased under resale agreements with original maturities of three months or less. These items are included within the Company’s Consolidated Statements of Condition as cash and due from banks, and federal funds sold and securities purchased under resale agreements.

(4)(5) Investment Securities

The following tables are a summary of the investment securities portfolios as of the dates shown:
June 30, 2021June 30, 2022
(Dollars in thousands)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(In thousands)(In thousands)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. Government agencies$75,169 $3,685 $0 $78,854 
U.S. TreasuryU.S. Treasury$ $ $ $ 
U.S. government agenciesU.S. government agencies50,000  (1,913)48,087 
MunicipalMunicipal163,715 4,738 (157)168,296 Municipal170,268 570 (4,133)166,705 
Corporate notes:Corporate notes:Corporate notes:
Financial issuersFinancial issuers98,827 520 (1,818)97,529 Financial issuers93,994  (5,177)88,817 
OtherOther1,000 13 0 1,013 Other1,000  (4)996 
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed securitiesMortgage-backed securities1,800,751 50,171 (16,839)1,834,083 Mortgage-backed securities2,915,107 28 (336,517)2,578,618 
Collateralized mortgage obligationsCollateralized mortgage obligations8,596 237 0 8,833 Collateralized mortgage obligations101,132 1 (14,235)86,898 
Total available-for-sale securitiesTotal available-for-sale securities$2,148,058 $59,364 $(18,814)$2,188,608 Total available-for-sale securities$3,331,501 $599 $(361,979)$2,970,121 
Held-to-maturity securitiesHeld-to-maturity securitiesHeld-to-maturity securities
U.S. Government agencies$176,152 $1,064 $(3,454)$173,762 
U.S. government agenciesU.S. government agencies$294,631 $ $(53,222)$241,409 
MunicipalMunicipal191,590 10,838 (308)202,120 Municipal179,642 1,195 (2,796)178,041 
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed securitiesMortgage-backed securities2,078,678 5,139 (30,834)2,052,983 Mortgage-backed securities2,719,754  (438,050)2,281,704 
Collateralized mortgage obligationsCollateralized mortgage obligations170,951  (16,254)154,697 
Corporate notesCorporate notes51,902 0 (535)51,367 Corporate notes48,574 2 (4,158)44,418 
Total held-to-maturity securitiesTotal held-to-maturity securities$2,498,322 $17,041 $(35,131)$2,480,232 Total held-to-maturity securities$3,413,552 $1,197 $(514,480)$2,900,269 
Less: Allowance for credit lossesLess: Allowance for credit losses(90)Less: Allowance for credit losses(83)
Held-to-maturity securities, net of allowance for credit lossesHeld-to-maturity securities, net of allowance for credit losses$2,498,232 Held-to-maturity securities, net of allowance for credit losses$3,413,469 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value$81,401 $6,005 $(1,090)$86,316 Equity securities with readily determinable fair value$96,247 $3,143 $(6,095)$93,295 
(1)Consisting entirely of residential mortgage-backed securities, none of which are subprime.
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December 31, 2021
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(In thousands)
Available-for-sale securities
U.S. Treasury$— $— $— $— 
U.S. government agencies50,158 2,349 — 52,507 
Municipal161,618 4,193 (217)165,594 
Corporate notes:
Financial issuers96,878 418 (2,599)94,697 
Other1,000 — 1,007 
Mortgage-backed: (1)
Mortgage-backed securities1,901,005 32,830 (25,854)1,907,981 
Collateralized mortgage obligations105,710 297 — 106,007 
Total available-for-sale securities$2,316,369 $40,094 $(28,670)$2,327,793 
Held-to-maturity securities
U.S. government agencies$180,192 $201 $(3,314)$177,079 
Municipal187,486 9,544 (223)196,807 
Mortgage-backed: (1)
Mortgage-backed securities2,530,730 864 (47,622)2,483,972 
Collateralized mortgage obligations— — — — 
Corporate notes43,955 — (1,119)42,836 
Total held-to-maturity securities$2,942,363 $10,609 $(52,278)$2,900,694 
Less: Allowance for credit losses(78)
Held-to-maturity securities, net of allowance for credit losses$2,942,285 
Equity securities with readily determinable fair value$86,989 $5,354 $(1,832)$90,511 
(1)Consisting entirely of residential mortgage-backed securities, none of which are subprime.

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December 31, 2020June 30, 2021
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(Dollars in thousands)
(In thousands)(In thousands)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. TreasuryU.S. Treasury$304,956 $15 $$304,971 U.S. Treasury$— $— $— $— 
U.S. Government agencies80,074 4,439 84,513 
U.S. government agenciesU.S. government agencies75,169 3,685 — 78,854 
MunicipalMunicipal141,244 5,707 (41)146,910 Municipal163,715 4,738 (157)168,296 
Corporate notes:Corporate notes:Corporate notes:
Financial issuersFinancial issuers91,786 1,363 (2,764)90,385 Financial issuers98,827 520 (1,818)97,529 
OtherOther1,000 20 1,020 Other1,000 13 — 1,013 
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed securitiesMortgage-backed securities2,330,332 86,721 (15)2,417,038 Mortgage-backed securities1,800,751 50,171 (16,839)1,834,083 
Collateralized mortgage obligationsCollateralized mortgage obligations10,689 313 11,002 Collateralized mortgage obligations8,596 237 — 8,833 
Total available-for-sale securitiesTotal available-for-sale securities$2,960,081 $98,578 $(2,820)$3,055,839 Total available-for-sale securities$2,148,058 $59,364 $(18,814)$2,188,608 
Held-to-maturity securitiesHeld-to-maturity securitiesHeld-to-maturity securities
U.S. Government agencies$177,959 $2,552 $$180,511 
U.S. government agenciesU.S. government agencies$176,152 $1,064 $(3,454)$173,762 
MunicipalMunicipal200,707 12,232 (214)212,725 Municipal191,590 10,838 (308)202,120 
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed securitiesMortgage-backed securities200,531 200,531 Mortgage-backed securities2,078,678 5,139 (30,834)2,052,983 
Collateralized mortgage obligationsCollateralized mortgage obligations— — — — 
Corporate NotesCorporate Notes51,902 — (535)51,367 
Total held-to-maturity securitiesTotal held-to-maturity securities$579,197 $14,784 $(214)$593,767 Total held-to-maturity securities$2,498,322 $17,041 $(35,131)$2,480,232 
Less: Allowance for credit lossesLess: Allowance for credit losses(59)Less: Allowance for credit losses(90)
Held-to-maturity securities, net of allowance for credit lossesHeld-to-maturity securities, net of allowance for credit losses$579,138 Held-to-maturity securities, net of allowance for credit losses$2,498,232 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value$87,618 $3,674 $(430)$90,862 Equity securities with readily determinable fair value$81,401 $6,005 $(1,090)$86,316 
(1)Consisting entirely of residential mortgage-backed securities, none of which are subprime.

June 30, 2020
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(Dollars in thousands)
Available-for-sale securities
U.S. Treasury$59,949 $590 $$60,539 
U.S. Government agencies287,811 5,696 293,507 
Municipal147,411 3,721 (253)150,879 
Corporate notes:
Financial issuers106,744 514 (5,398)101,860 
Other1,000 19 1,019 
Mortgage-backed: (1)
Mortgage-backed securities2,459,274 110,354 (7)2,569,621 
Collateralized mortgage obligations17,110 427 (1)17,536 
Total available-for-sale securities$3,079,299 $121,321 $(5,659)$3,194,961 
Held-to-maturity securities
U.S. Government agencies$514,404 $4,961 $$519,365 
Municipal$214,126 10,952 (157)224,921 
Total held-to-maturity securities$728,530 $15,913 $(157)$744,286 
Less: Allowance for credit losses(65)
Held-to-maturity securities, net of allowance for credit losses$728,465 
Equity securities with readily determinable fair value$51,673 $1,164 $(377)$52,460 
(1)Consisting entirely of residential mortgage-backed securities, NaN of which are subprime.

Equity securities without readily determinable fair values totaled $34.0$42.1 million as of June 30, 2021.2022. Equity securities without readily determinable fair values are included as part of accrued interest receivable and other assets in the Company'sCompany’s Consolidated Statements of Condition. The Company monitors its equity investments without readily determinable fair values
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to identify potential transactions that may indicate an observable price change in orderly transactions for the identical or a similar investment of the same issuer, requiring adjustment to its carrying amount. The Company recorded 0no upward and 0no downward adjustments related to such observable price changes for the three and six months ended June 30, 2021.2022. The Company conducts a quarterly assessment of its equity securities without readily determinable fair values to determine whether impairment exists in such securities, considering, among other factors, the nature of the securities, financial condition of the issuer and expected future cash flows. The Company recorded 0$3.8 million of impairment of equity securities without readily determinable fair values for the three months ended June 30, 2021. During2022. For the six months ended June 30, 2021,2022, the Company recorded $30,000$4.4 million of impairment of equity securities without readily determinable fair values.

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The following table presents the portion of the Company’s available-for-sale investment securities portfolios that have gross unrealized losses, reflecting the length of time that individual securities have been in a continuous unrealized loss position at June 30, 2021:2022:
Continuous unrealized
losses existing for
less than 12 months
Continuous unrealized
losses existing for
greater than 12 months
TotalContinuous unrealized
losses existing for
less than 12 months
Continuous unrealized
losses existing for
greater than 12 months
Total
(Dollars in thousands)Fair ValueUnrealized LossesFair ValueUnrealized LossesFair ValueUnrealized Losses
(In thousands)(In thousands)Fair ValueUnrealized LossesFair ValueUnrealized LossesFair ValueUnrealized Losses
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. Government agencies$0 $0 $0 $0 $0 $0 
U.S. TreasuryU.S. Treasury$ $ $ $ $ $ 
U.S. government agenciesU.S. government agencies48,087 (1,913)  48,087 (1,913)
MunicipalMunicipal34,341 (155)113 (2)34,454 (157)Municipal100,593 (3,587)11,811 (546)112,404 (4,133)
Corporate notes:Corporate notes:Corporate notes:
Financial issuersFinancial issuers24,381 (619)47,782 (1,199)72,163 (1,818)Financial issuers21,256 (744)67,561 (4,433)88,817 (5,177)
OtherOther0 0 0 0 0 0 Other996 (4)  996 (4)
Mortgage-backed:Mortgage-backed:Mortgage-backed:
Mortgage-backed securitiesMortgage-backed securities591,896 (16,812)936 (27)592,832 (16,839)Mortgage-backed securities2,130,876 (236,361)435,412 (100,156)2,566,288 (336,517)
Collateralized mortgage obligationsCollateralized mortgage obligations0 0 0 0 0 0 Collateralized mortgage obligations86,849 (14,235)  86,849 (14,235)
Total available-for-sale securitiesTotal available-for-sale securities$650,618 $(17,586)$48,831 $(1,228)$699,449 $(18,814)Total available-for-sale securities$2,388,657 $(256,844)$514,784 $(105,135)$2,903,441 $(361,979)

The Company conducts a regular assessment of its investment securities to determine whether securities are experiencing credit losses. Factors for consideration include the nature of the securities, credit ratings or financial condition of the issuer, the extent of the unrealized loss, expected cash flows, market conditions and the Company’s ability to hold the securities through the anticipated recovery period.

The Company does not consider available-for-sale securities with unrealized losses at June 30, 20212022 to be experiencing credit losses and recognized no resulting allowance for credit losses for such individually assessed credit losses. The Company does not intend to sell these investments and it is more likely than not that the Company will not be required to sell these investments before recovery of the amortized cost bases, which may be the maturity dates of the securities. The unrealized losses within each category have occurred as a result of changes in interest rates, market spreads and market conditions subsequent to purchase. Available-for-sale securities with continuous unrealized losses existing for more than twelve months were primarily corporate notes.mortgage-backed securities with unrealized losses due to increased market rates during such period.

See Note 6—7 - Allowance for Credit Losses for further discussion regarding any credit losses associated with held-to-maturity securities at June 30, 2021.2022.

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The following table provides information as to the amount of gross gains and losses, adjustments and impairment on investment securities recognized in earnings and proceeds received through the sale or call of investment securities:
Three months ended June 30,Six months ended June 30,Three months ended June 30,Six months ended June 30,
(Dollars in thousands)2021202020212020
(In thousands)(In thousands)2022202120222021
Realized gains on investment securitiesRealized gains on investment securities$613 $151 $829 $647 Realized gains on investment securities$7 $613 $265 $829 
Realized losses on investment securitiesRealized losses on investment securities(29)(492)(35)(497)Realized losses on investment securities(7)(29)(14)(35)
Net realized gains (losses) on investment securities584 (341)794 150 
Net realized gains on investment securitiesNet realized gains on investment securities 584 251 794 
Unrealized gains on equity securities with readily determinable fair valueUnrealized gains on equity securities with readily determinable fair value751 1,647 2,626 1,647 Unrealized gains on equity securities with readily determinable fair value2 751 182 2,626 
Unrealized losses on equity securities with readily determinable fair valueUnrealized losses on equity securities with readily determinable fair value(50)(110)(951)(3,656)Unrealized losses on equity securities with readily determinable fair value(4,013)(50)(6,655)(951)
Net unrealized gains (losses) on equity securities with readily determinable fair value701 1,537 1,675 (2,009)
Net unrealized (losses) gains on equity securities with readily determinable fair valueNet unrealized (losses) gains on equity securities with readily determinable fair value(4,011)701 (6,473)1,675 
Upward adjustments of equity securities without readily determinable fair valuesUpward adjustments of equity securities without readily determinable fair values0 0 393 Upward adjustments of equity securities without readily determinable fair values —  — 
Downward adjustments of equity securities without readily determinable fair valuesDownward adjustments of equity securities without readily determinable fair values0 0 Downward adjustments of equity securities without readily determinable fair values —  — 
Impairment of equity securities without readily determinable fair valuesImpairment of equity securities without readily determinable fair values0 (388)(30)(2,085)Impairment of equity securities without readily determinable fair values(3,786)— (4,357)(30)
Adjustment and impairment, net, of equity securities without readily determinable fair valuesAdjustment and impairment, net, of equity securities without readily determinable fair values0 (388)(30)(1,692)Adjustment and impairment, net, of equity securities without readily determinable fair values(3,786)— (4,357)(30)
Gains (losses) on investment securities, net$1,285 $808 $2,439 $(3,551)
(Losses) gains on investment securities, net(Losses) gains on investment securities, net$(7,797)$1,285 $(10,579)$2,439 
Proceeds from sales of available-for-sale securities(1)
Proceeds from sales of available-for-sale securities(1)
$2,376 $502,185 $2,376 $502,676 
Proceeds from sales of available-for-sale securities(1)
$ $2,376 $ $2,376 
Proceeds from sales of equity securities with readily determinable fair valueProceeds from sales of equity securities with readily determinable fair value4,750 4,000 6,259 4,030 Proceeds from sales of equity securities with readily determinable fair value 4,750 18,753 6,259 
Proceeds from sales and capital distributions of equity securities without readily determinable fair valueProceeds from sales and capital distributions of equity securities without readily determinable fair value751 156 1,137 444 Proceeds from sales and capital distributions of equity securities without readily determinable fair value279 751 529 1,137 
(1)Includes proceeds from available-for-sale securities sold in accordance with written covered call options sold to a third party.

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The amortized cost and fair value of available-for-sale and held-to-maturity investment securities as of June 30, 2021,2022, December 31, 20202021 and June 30, 2020,2021, by contractual maturity, are shown in the following table. Contractual maturities may differ from actual maturities as borrowers may have the right to call or repay obligations with or without call or prepayment penalties. Mortgage-backed securities are not included in the maturity categories in the following maturity summary as actual maturities may differ from contractual maturities because the underlying mortgages may be called or prepaid without penalties:
June 30, 2021December 31, 2020June 30, 2020June 30, 2022December 31, 2021June 30, 2021
(Dollars in thousands)Amortized CostFair ValueAmortized CostFair ValueAmortized CostFair Value
(In thousands)(In thousands)Amortized CostFair ValueAmortized CostFair ValueAmortized CostFair Value
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
Due in one year or lessDue in one year or less$38,298 $38,508 $343,601 $343,846 $120,316 $121,023 Due in one year or less$55,058 $54,824 $49,714 $49,822 $38,298 $38,508 
Due in one to five yearsDue in one to five years87,939 89,869 67,901 70,334 74,427 76,284 Due in one to five years75,941 74,559 72,382 73,850 87,939 89,869 
Due in five to ten yearsDue in five to ten years119,858 119,979 111,886 112,178 173,429 169,249 Due in five to ten years115,378 109,492 118,358 117,573 119,858 119,979 
Due after ten yearsDue after ten years92,616 97,336 95,672 101,441 234,743 241,248 Due after ten years68,885 65,730 69,200 72,560 92,616 97,336 
Mortgage-backedMortgage-backed1,809,347 1,842,916 2,341,021 2,428,040 2,476,384 2,587,157 Mortgage-backed3,016,239 2,665,516 2,006,715 2,013,988 1,809,347 1,842,916 
Total available-for-sale securitiesTotal available-for-sale securities$2,148,058 $2,188,608 $2,960,081 $3,055,839 $3,079,299 $3,194,961 Total available-for-sale securities$3,331,501 $2,970,121 $2,316,369 $2,327,793 $2,148,058 $2,188,608 
Held-to-maturity securitiesHeld-to-maturity securitiesHeld-to-maturity securities
Due in one year or lessDue in one year or less$5,119 $5,152 $7,138 $7,186 $6,988 $7,028 Due in one year or less$1,457 $1,458 $2,976 $2,992 $5,119 $5,152 
Due in one to five yearsDue in one to five years56,059 56,988 22,217 23,068 21,818 22,362 Due in one to five years84,906 80,705 79,422 79,705 56,059 56,988 
Due in five to ten yearsDue in five to ten years171,908 178,864 150,621 159,293 146,937 153,664 Due in five to ten years105,450 105,491 106,713 112,667 171,908 178,864 
Due after ten yearsDue after ten years186,558 186,245 198,690 203,689 552,787 561,232 Due after ten years331,034 276,214 222,522 221,358 186,558 186,245 
Mortgage-backedMortgage-backed2,078,678 2,052,983 200,531 200,531 Mortgage-backed2,890,705 2,436,401 2,530,730 2,483,972 2,078,678 2,052,983 
Total held-to-maturity securitiesTotal held-to-maturity securities$2,498,322 $2,480,232 $579,197 $593,767 $728,530 $744,286 Total held-to-maturity securities$3,413,552 $2,900,269 $2,942,363 $2,900,694 $2,498,322 $2,480,232 
Less: Allowance for credit lossesLess: Allowance for credit losses(90)(59)(65)Less: Allowance for credit losses(83)(78)(90)
Held-to-maturity securities, net of allowance for credit lossesHeld-to-maturity securities, net of allowance for credit losses$2,498,232 $579,138 $728,465 Held-to-maturity securities, net of allowance for credit losses$3,413,469 $2,942,285 $2,498,232 

Securities having a carrying value of $2.4$2.8 billion at June 30, 20212022 as well as securities having a carrying value of $2.4$2.6 billion and $3.2$2.4 billion at December 31, 20202021 and June 30, 2020,2021, respectively, were pledged as collateral for public deposits, trust deposits, Federal Home Loan Bank (“FHLB”) advances and available lines of credit, securities sold under repurchase agreements and derivatives. At June 30, 2021,2022, there were 0no securities of a single issuer, other than U.S. Government-sponsoredgovernment-sponsored agency securities, which exceeded 10% of shareholders’ equity.

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(5)(6) Loans

The following table shows the Company’s loan portfolio by category as of the dates shown:
June 30,December 31,June 30,June 30,December 31,June 30,
(Dollars in thousands)(Dollars in thousands)202120202020(Dollars in thousands)202220212021
Balance:Balance:Balance:
CommercialCommercial$11,442,276 $11,955,967 $11,859,232 Commercial$12,047,105 $11,904,068 $11,442,276 
Commercial real estateCommercial real estate8,678,369 8,494,132 8,200,745 Commercial real estate9,407,205 8,990,286 8,678,369 
Home equityHome equity369,806 425,263 466,596 Home equity325,826 335,155 369,806 
Residential real estateResidential real estate1,530,285 1,259,598 1,427,429 Residential real estate2,078,907 1,637,099 1,530,285 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance4,521,871 4,054,489 3,999,774 
Property and casualty insuranceProperty and casualty insurance5,541,447 4,855,487 4,521,871 
Life insuranceLife insurance6,359,556 5,857,436 5,400,802 Life insurance7,608,433 7,042,810 6,359,556 
Consumer and otherConsumer and other9,024 32,188 48,325 Consumer and other44,180 24,199 9,024 
Total loans, net of unearned income Total loans, net of unearned income$32,911,187 $32,079,073 $31,402,903  Total loans, net of unearned income$37,053,103 $34,789,104 $32,911,187 
Mix:Mix:Mix:
CommercialCommercial35 %37 %38 %Commercial32 %34 %35 %
Commercial real estateCommercial real estate26 26 26 Commercial real estate25 26 26 
Home equityHome equity1 Home equity1 
Residential real estateResidential real estate5 Residential real estate6 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance14 13 13 
Property and casualty insuranceProperty and casualty insurance15 14 14 
Life insuranceLife insurance19 18 17 Life insurance21 20 19 
Consumer and otherConsumer and other0 Consumer and other0 
Total loans, net of unearned incomeTotal loans, net of unearned income100 %100 %100 %Total loans, net of unearned income100 %100 %100 %

The Company’s loan portfolio is generally comprised of loans to consumers and small to medium-sized businesses, which, for the commercial and commercial real estate portfolios, are located primarily within the geographic market areas that the banks serve. Various niche lending businesses, including lease finance and franchise lending, operate on a national level. Additionally, to provide short-term relief due to macroeconomic deterioration from the COVID-19 pandemic to small businesses within such market areas, the Company originated loans through the Paycheck Protection Program ("PPP"(“PPP”), an expansion of guaranteed lending under Section 7(a) of the Small Business Act within the CARES Act. As of June 30, 2021,2022, the Company's commercial portfolio included approximately $1.9 billion$82.1 million of such PPP loans. The premium finance receivables portfolios are made to customers throughout the United States and Canada. The Company strives to maintain a loan portfolio that is diverse in terms of loan type, industry, borrower and geographic concentrations. Such diversification reduces the exposure to economic downturns that may occur in different segments of the economy or in different industries.

Certain premium finance receivables are recorded net of unearned income. The unearned income portions of such premium finance receivables were $160.6 million at June 30, 2022, $135.5 million at December 31, 2021 and $125.5 million at June 30, 2021, $113.1 million at December 31, 2020 and $114.8 million at June 30, 2020.2021.

Total loans, excluding PCDpurchased credit deteriorated (“PCD”) loans, include net deferred loan fees and costs and fair value purchase accounting adjustments totaling $70.2 million at June 30, 2022, $50.8 million at December 31, 2021 and $(6.3) million at June 30, 2021, $(3.2) million at December 31, 2020 and $(61.7) million at June 30, 2020.2021. Net deferred fees as of June 30, 20212022 includes $42.3$2.1 million of net deferred fees paid by the Small Business Administration ("SBA"(“SBA”) for loans originated under the PPP. As PPP loans share similar characteristics (loan terms), and prepayments are considered probable and can reasonably be estimated due to the terms of the program, the Company considers estimated future principal prepayments in recognizing such deferred fees for determining a constant effective yield on the portfolio of loans.

It is the policy of the Company to review each prospective credit in order to determine the appropriateness and, when required, the adequacy of security or collateral necessary to obtain when making a loan. The type of collateral, when required, will vary from liquid assets to real estate. The Company seeks to ensure access to collateral, in the event of default, through adherence to state lending laws and the Company’s credit monitoring procedures.


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Acquired Loan Information — PCD Loans
(6)
As part of the Company’s prior acquisitions, the Company acquired loans that were classified as PCD based upon various factors as of the acquisition date, including internal risk rating methodologies and prior classification as a TDR. The following table provides estimated details as of the date of acquisition on PCD loans acquired in 2021:
(Dollars in thousands)Insurance Agency Loan Portfolio
Contractually required payments (unpaid principal balance)$13,882 
Allowance for credit losses (1)
(2,806)
Discount, net of any premium(214)
    Purchase price of PCD loans acquired$10,862 
(1)The initial allowance for credit losses on PCD loans acquired during 2021 measured approximately $2.8 million, of which $2.3 million was charged off related to PCD loans that met the Company’s charge-off policy at the time of acquisition. After considering these loans that were immediately charged off, the net impact of PCD allowance for credit losses at the acquisition date was approximately $470,000.

(7) Allowance for Credit Losses

In accordance with ASC 326, the Company is required to measure the allowance for credit losses of financial assets with similar risk characteristics on a collective or pooled basis. In considering the segmentation of financial assets measured at amortized cost into pools, the Company considered various risk characteristics in its analysis. Generally, the segmentation utilized represents the level at which the Company develops and documents its systematic methodology to determine the allowance for credit losses for the financial assets held at amortized cost, specifically the Company's loan portfolio and debt securities classified as held-to-maturity. Below is a summary of the Company's loan portfolio segments and major debt security types:

Commercial loans, including PPP loans: The Company makes commercial loans for many purposes, including working capital lines and leasing arrangements, that are generally renewable annually and supported by business assets, personal guarantees and additional collateral. Underlying collateral includes receivables, inventory, enterprise value and the assets of the business. Commercial business lending is generally considered to involve a slightly higher degree of risk than traditional consumer bank lending. This portfolio includes a range of industries, including manufacturing, restaurants, franchise, professional services, equipment finance and leasing, mortgage warehouse lending and industrial. Individually assessed collateral dependent commercial loans are primarily collateralized by equipment and the enterprise value or assets of the specific business.

The Company also originated loans through the PPP. Administered by the SBA, the PPP provided short-term relief primarily related to the disruption from COVID-19 to companies and non-profits that metmeet the SBA’s definition of an eligible small business. Under the program, the SBA will forgive all or a portion of the loan if, during a certain period, loans arewere used for qualifying expenses. If all or a portion of the loan iswas not forgiven, the borrower is responsible for repayment. PPP loans are fully guaranteed by the SBA, including any portion not forgiven. The SBA guarantee existed at the inception of the loan and throughout its life and is not separated from the loan if the loan is subsequently sold or transferred. As it is not considered a freestanding contract, the Company considers the impact of the SBA guarantee when measuring the allowance for credit losses.

Commercial real estate loans, including construction and development, and non-construction: The Company's commercial real estate loans are generally secured by a first mortgage lien and assignment of rents on the underlying property.property (utilized in related assessment of individually assessed collateral dependent loans). Since most of the Company's bank branches are located in the Chicago metropolitan area and southern Wisconsin, a significant portion of the Company's commercial real estate loan portfolio is located in this region. As the risks and circumstances of such loans in construction phase vary from that of non-construction commercial real estate loans, the Company assesses the allowance for credit losses separately for these two segments.

Home equity loans: The Company's home equity loans and lines of credit are primarily originated by each of the bank subsidiaries in their local markets where there is a strong understanding of the underlying real estate value. The Company's banks monitor and manage these loans, and conduct an automated review of all home equity loans and lines of credit at least twice per year. The banksbank’s subsidiaries use this information to manage loans that may be higher risk and to determine whether to obtain additional credit information or updated property valuations. In a limited number of cases, the Company may issue home equity credit together with first mortgage financing, and requests for such financing are evaluated on a combined basis.

Residential real estate loans:loans, including early buy-out loans guaranteed by U.S. government agencies: The Company's residential real estate portfolio includes one- to four-family fixed and adjustable rate mortgages withthat have repricing terms generally over
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five years, construction loans to individuals and bridge financing loans for qualifying customers.customers, as well as certain long-term fixed rate loans. The Company's residential mortgages relate to properties located principally in the Chicago metropolitan area and southern Wisconsin or vacation homes owned by local residents. Due to interest rate risk considerations, the Company generally sells in the secondary market loans originated with long-term fixed rates, however, certain of these loans may be retained within the banks’ own loan portfolios where they are non-agency conforming, or where the terms of the loans make them favorable to retain. The Company believes that since this loan portfolio consists primarily of locally originatedlocally-originated loans, and since the majority of the borrowers are longer-term customers with lower LTV ratios, the Company faces a relatively low risk of borrower default and delinquency. Collateral dependent residential real estate loans that are individually assessed when measuring the allowance for credit losses are primarily collateralized by such one- to four-family properties noted above. It is not the Company's current practice to underwrite, and there are no plans to underwrite subprime, Alt A, no or little documentation loans, or option ARM loans.

Additionally, early buy-out loans guaranteed by U.S. government agencies include loans in which the Company is eligible or has exercised its option under the Government National Mortgage Association (“GNMA”) securitization program to repurchase certain delinquent mortgage loans. Such loans were previously transferred by the Company with servicing of such loans retained. Early buy-out loans are insured or guaranteed by the Federal Housing Administration (“FHA”) or the U.S. Department of Veterans Affairs, subject to indemnifications and insurance limits for certain loans.

Premium finance receivables: The Company makes loans to businesses to finance the insurance premiums they pay on their commercialproperty and casualty insurance policies. The loans are indirectly originated by working through independent medium and large insurance agents and brokers located throughout the United States and Canada. The insurance premiums financed are primarily for commercial customers’ purchases of liability, property and casualty and other commercial insurance. This lending involves relatively rapid turnover of the loan portfolio and high volume of loan originations. The Company performs ongoing credit and other reviews of the agents and brokers to mitigate against the risk of fraud.

The Company also originates life insurance premium finance receivables. These loans are originated directly with the borrowers with assistance from life insurance carriers, independent insurance agents, financial advisors and legal counsel. The life
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insurance policy is the primary form of collateral. In addition, these loans often are secured with a letter of credit, marketable securities or certificates of deposit. In some cases, the Company may make a loan that has a partially unsecured position.

Consumer and other loans: Included in the consumer and other loan category is a wide variety of personal and consumer loans to individuals. The Company originates consumer loans in order to provide a wider range of financial services to theirits customers. Consumer loans generally have shorter terms and higher interest rates than mortgage loans, but generally involve more credit risk than mortgage loans due to the type and nature of the collateral.

U.S. government agency securities: This security type includes debt obligations of certain government-sponsored entities of the U.S. government such as the Federal Home Loan Bank, Federal Agricultural Mortgage Corporation, Federal Farm Credit Banks Funding Corporation and Fannie Mae. Such securities often contain an explicit or implicit guarantee of the U.S. government.

Municipal securities: The Company's municipal securities portfolio includeincludes bond issuesissuances for various municipal government entities located throughout the United States, including the Chicago metropolitan area and southern Wisconsin, some of which are privately placed and non-rated. Though the risk of loss is typically low, including within the Company,Company’s own past loss experience with similar investments, default history exists on municipal securities within the United States.

Mortgage-backed securities: This security type includes debt obligations supported by pools of individual mortgage loans and issued by certain government-sponsored entities of the U.S. government such as Freddie Mac and Fannie Mae. Such securities are considered to contain an implicit guarantee of the U.S. government.

Corporate notes: The Company's corporate notes portfolio includes bond issues for various public companies representing a diversified population of industries. The risk of loss in this portfolio is considered low based on the characteristics of the investments, including the Company’s own past history with similar investments.

In accordance with ASC 326, the Company elected to not measure an allowance for credit losses on accrued interest asinterest. As such accrued interest is written off in a timely manner when deemed uncollectible. Any such write-off of accrued interest will reverse previously recognized interest income. In addition, the Company elected to not include accrued interest within presentation and disclosures of the carrying amount of financial assets held at amortized cost. This election is applicable to the various disclosures included within the Company's financial statements. Accrued interest related to financial assets held at amortized cost is included within accrued interest receivable and other assets within the Company's Consolidated Statements of
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Condition and totaled $130.9 million at June 30, 2022, $117.4 million at December 31, 2021, and $119.1 million at June 30, 2021, $121.9 million at December 31, 2020, and $109.1 million at June 30, 2020.2021.

The tables below show the aging of the Company’s loan portfolio by the segmentation noted above at June 30, 2021,2022, December 31, 20202021 and June 30, 2020:2021:

As of June 30, 202290+ days and still accruing60-89 days past due30-59 days past due
(In thousands)NonaccrualCurrentTotal Loans
Loan Balances (includes PCD):
Commercial
Commercial, industrial and other, excluding PPP loans$32,436 $ $7,756 $13,897 $11,910,927 $11,965,016 
Commercial PPP loans  9,033 223 72,833 82,089 
Commercial real estate
Construction and development889   1,144 1,504,285 1,506,318 
Non-construction9,829  6,771 33,076 7,851,211 7,900,887 
Home equity1,084  154 930 323,658 325,826 
Residential real estate, excluding early buy-out loans8,330  534 147 1,956,040 1,965,051 
Premium finance receivables
Property and casualty insurance loans13,303 6,447 15,299 23,313 5,483,085 5,541,447 
Life insurance loans  1,796 65,155 7,541,482 7,608,433 
Consumer and other8 25 8 119 44,020 44,180 
Total loans, net of unearned income, excluding early buy-out loans$65,879 $6,472 $41,351 $138,004 $36,687,541 $36,939,247 
Early buy-out loans guaranteed by U.S. government agencies (1)
23,815 50,314 272  39,455 113,856 
Total loans, net of unearned income$89,694 $56,786 $41,623 $138,004 $36,726,996 $37,053,103 
As of June 30, 202190+ days and still accruing60-89 days past due30-59 days past due
As of December 31, 2021As of December 31, 202190+ days and still accruing60-89 days past due30-59 days past due
(In thousands)(In thousands)Nonaccrual90+ days and still accruing60-89 days past due30-59 days past dueCurrentTotal Loans(In thousands)NonaccrualCurrentTotal Loans
Loan Balances (includes PCD):Loan Balances (includes PCD):Loan Balances (includes PCD):
CommercialCommercialCommercial
Commercial, industrial and other, excluding PPP loansCommercial, industrial and other, excluding PPP loans$23,232 $1,244 $5,204 $18,468 $9,514,721 $9,562,869 Commercial, industrial and other, excluding PPP loans$20,399 $— $23,492 $42,933 $11,258,961 $11,345,785 
Commercial PPP loansCommercial PPP loans0 0 0 10 1,879,397 1,879,407 Commercial PPP loans— 15 770 928 556,570 558,283 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development1,030 0 0 2,207 1,382,012 1,385,249 Construction and development1,377 — — 2,809 1,352,018 1,356,204 
Non-constructionNon-construction25,005 0 4,382 17,491 7,246,242 7,293,120 Non-construction20,369 — 284 37,634 7,575,795 7,634,082 
Home equityHome equity3,478 0 301 777 365,250 369,806 Home equity2,574 — — 1,120 331,461 335,155 
Residential real estate23,050 0 1,584 2,139 1,503,512 1,530,285 
Residential real estate, excluding early buy-out loansResidential real estate, excluding early buy-out loans16,440 — 982 12,145 1,576,704 1,606,271 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loans6,418 3,570 7,759 8,793 4,495,331 4,521,871 
Property and casualty insurance loansProperty and casualty insurance loans5,433 7,210 15,490 22,419 4,804,935 4,855,487 
Life insurance loansLife insurance loans0 0 0 23,965 6,335,591 6,359,556 Life insurance loans— 12,614 66,651 6,963,538 7,042,810 
Consumer and otherConsumer and other485 178 22 75 8,264 9,024 Consumer and other477 137 34 509 23,042 24,199 
Total loans, net of unearned income, excluding early buy-out loansTotal loans, net of unearned income, excluding early buy-out loans$67,069 $7,369 $53,666 $187,148 $34,443,024 $34,758,276 
Early buy-out loans guaranteed by U.S. government agencies (1)
Early buy-out loans guaranteed by U.S. government agencies (1)
— — — 275 30,553 30,828 
Total loans, net of unearned incomeTotal loans, net of unearned income$82,698 $4,992 $19,252 $73,925 $32,730,320 $32,911,187 Total loans, net of unearned income$67,069 $7,369 $53,666 $187,423 $34,473,577 $34,789,104 
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As of December 31, 202090+ days and still accruing60-89 days past due30-59 days past due
As of June 30, 2021As of June 30, 202190+ days and still accruing60-89 days past due30-59 days past due
(In thousands)(In thousands)Nonaccrual90+ days and still accruing60-89 days past due30-59 days past dueCurrentTotal Loans(In thousands)NonaccrualCurrentTotal Loans
Loan Balances (includes PCD):Loan Balances (includes PCD):Loan Balances (includes PCD):
CommercialCommercialCommercial
Commercial, industrial and other, excluding PPP loansCommercial, industrial and other, excluding PPP loans$21,743 $307 $6,900 $44,345 $9,166,751 $9,240,046 Commercial, industrial and other, excluding PPP loans$23,232 $1,244 $5,204 $18,468 $9,514,721 $9,562,869 
Commercial PPP loansCommercial PPP loans36 2,715,885 2,715,921 Commercial PPP loans— — — 10 1,879,397 1,879,407 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development5,633 5,344 1,360,825 1,371,802 Construction and development1,030 — — 2,207 1,382,012 1,385,249 
Non-constructionNon-construction40,474 5,178 26,772 7,049,906 7,122,330 Non-construction25,005 — 4,382 17,491 7,246,242 7,293,120 
Home equityHome equity6,529 47 637 418,050 425,263 Home equity3,478 — 301 777 365,250 369,806 
Residential real estate26,071 1,635 12,584 1,219,308 1,259,598 
Residential real estate, excluding early buy-out loansResidential real estate, excluding early buy-out loans23,050 — 1,584 2,139 1,452,734 1,479,507 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loans13,264 12,792 6,798 18,809 4,002,826 4,054,489 
Property and casualty insurance loansProperty and casualty insurance loans6,418 3,570 7,759 8,793 4,495,331 4,521,871 
Life insurance loansLife insurance loans21,003 30,465 5,805,968 5,857,436 Life insurance loans— — — 23,965 6,335,591 6,359,556 
Consumer and otherConsumer and other436 264 24 136 31,328 32,188 Consumer and other485 178 22 75 8,264 9,024 
Total loans, net of unearned income, excluding early buy-out loansTotal loans, net of unearned income, excluding early buy-out loans$82,698 $4,992 $19,252 $73,925 $32,679,542 $32,860,409 
Early buy-out loans guaranteed by U.S. government agencies (1)
Early buy-out loans guaranteed by U.S. government agencies (1)
— — — — 50,778 50,778 
Total loans, net of unearned incomeTotal loans, net of unearned income$114,150 $13,363 $41,585 $139,128 $31,770,847 $32,079,073 Total loans, net of unearned income$82,698 $4,992 $19,252 $73,925 $32,730,320 $32,911,187 

(1)
As of June 30, 202090+ days and still accruing60-89 days past due30-59 days past due
(In thousands)NonaccrualCurrentTotal Loans
Loan Balances (includes PCD):
Commercial
Commercial, industrial and other, excluding PPP loans$42,882 $1,374 $8,952 $23,720 $8,446,936 $8,523,864 
Commercial PPP loans3,335,368 3,335,368 
Commercial real estate
Construction and development9,829 1,944 17,313 1,310,962 1,340,048 
Non-construction54,728 24,536 58,215 6,723,218 6,860,697 
Home equity7,261 1,296 458,039 466,596 
Residential real estate19,529 1,506 4,400 1,401,994 1,427,429 
Premium finance receivables
Commercial insurance loans16,445 35,638 35,967 46,556 3,865,168 3,999,774 
Life insurance loans15 6,386 14,604 5,379,797 5,400,802 
Consumer and other427 156 281 47,457 48,325 
Total loans, net of unearned income$151,116 $37,168 $79,295 $166,385 $30,968,939 $31,402,903 
Early buy-out loans are insured or guaranteed by the FHA or the U.S. Department of Veterans Affairs, subject to indemnifications and insurance limits for certain loans.

Credit Quality Indicators

Credit quality indicators, specifically the Company's internal risk rating systems, reflect how the Company monitors credit losses and represents factors used by the Company when measuring the allowance for credit losses. The following discusses the Company's credit quality indicators by financial asset.

Loan portfolios

The Company's ability to manage credit risk depends in large part on ourits ability to properly identify and manage problem loans. To do so, the Company operates a credit risk rating system under which credit management personnel assign a credit risk rating (1 to 10 rating) to each loan at the time of origination and review loans on a regular basis. TheseFor loans measured at amortized cost (or excluding loans measured at fair value, such as early buy-out loans guaranteed by U.S. government agencies), these credit risk ratings are also an important aspect of the Company's allowance for credit losses measurement methodology. The credit risk rating structure and classifications are shown below:

Pass (risk rating 1 to 5): Based on various factors (liquidity, leverage, etc.), the Company believes asset quality is acceptable and is deemed to not require additional monitoring by the Company.

Special mention (risk rating 6): Assets in this category are currently protected, and potentially weak, but not to the point of substandard classification. Loss potential is moderate if corrective action is not taken.

Substandard accrual (risk rating 7): Assets in this category have well defined weaknesses that jeopardize the liquidation of the debt. Loss potential is distinct but with no discernible impairment.

Substandard nonaccrual/doubtful (risk rating 8 and 9): Assets have all the weaknesses in those classified “substandard accrual” with the added characteristic that the weaknesses make collection or liquidation in full, on the basis of current existing facts, conditions, and values, improbable.

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Loss/fully charged-off (risk rating 10): Assets in this category are considered fully uncollectible. As such, these assets have no carrying balance on the Company's Consolidated Statements of Condition.

EachEarly buy-out loans guaranteed by U.S. government agencies: As noted above, such loans are measured at fair value and thus excluded from the measurement of the allowance for credit losses. Credit risk ratings assigned to such loans are considered in the measurement of fair value as well as related guarantees provided by the FHA or the U.S. Department of Veterans Affairs, subject to indemnifications and insurance limits for certain loans.

Generally, each loan officer is responsible for monitoring his or her loan portfolio, recommending a credit risk rating for each loan in his or her portfolio and ensuring the credit risk ratings are appropriate. These credit risk ratings are then ratified by the
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bank’s chief credit officer and/or concurrence credit officer. Credit risk ratings are determined by evaluating a number of factors including: a borrower’s financial strength, cash flow coverage, collateral protection and guarantees.

The Company’s Problem Loan Reporting system includes all such loans described above with credit risk ratings of 6 through 9. This system is designed to provide an on-goingongoing detailed tracking mechanism for each problem loan. Once management determines that a loan has deteriorated to a point where it has a credit risk rating of 6 or worse, the Company’s Managed Asset Division performs an overall credit and collateral review. As part of this review, all underlying collateral is identified and the valuation methodology is analyzed and tracked. As a result of this initial review by the Company’s Managed Asset Division, the credit risk rating is reviewed and a portion of the outstanding loan balance may be deemed uncollectible and, as a result, no longer share similar risk characteristics as its related pool. If that is the case, the individual loan is considered collateral dependent and individually assessed for an allowance for credit loss. The Company’s individual assessment utilizes an independent re-appraisal of the collateral (unless such a third-party evaluation is not possible due to the unique nature of the collateral, such as a closely-held business or thinly traded securities). In the case of commercial real estate collateral, an independent third party appraisal is ordered by the Company’s Real Estate Services Group to determine if there has been any change in the underlying collateral value. These independent appraisals are reviewed by the Real Estate Services Group and sometimes by independent third party valuation experts and may be adjusted depending upon market conditions.

Through the credit risk rating process, such loans are reviewed to determine if they are performing in accordance with the original contractual terms. If the borrower has failed to comply with the original contractual terms, further action may be required by the Company, including a downgrade in the credit risk rating, movement to non-accrualnonaccrual status or a charge-off. If the Company determines that a loan amount or portion thereof is uncollectible, the loan’s credit risk rating is immediately downgraded to an 8 or 9 and the uncollectible amount is charged-off. Any loan that has a partial charge-off continues to be assigned a credit risk rating of an 8 or 9 for the duration of time that a balance remains outstanding. The Company undertakes a thorough and ongoing analysis to determine if additional impairment and/or charge-offs are appropriate and to begin a workout plan for the credit to minimize actual losses. In determining the appropriate charge-off for collateral-dependent loans, the Company considers the results of appraisals for the associated collateral.

0
The table below shows the Company’s loan portfolio by credit quality indicator and year of origination at June 30, 2021:2022:
As of June 30, 2021Year of OriginationRevolvingTotal
Year of OriginationRevolvingTotal
(In thousands)(In thousands)20212020201920182017PriorRevolvingto TermLoans(In thousands)20222021202020192018PriorRevolvingto TermLoans
Loan Balances:Loan Balances:Loan Balances:
Commercial, industrial and otherCommercial, industrial and otherCommercial, industrial and other
PassPass$1,131,727 $1,736,155 $1,095,110 $802,071 $577,407 $668,532 $2,985,792 $10,191 $9,006,985 Pass$1,260,184 $2,565,443 $1,279,656 $758,679 $558,129 $963,346 $4,008,344 $45,005 $11,438,786 
Special mentionSpecial mention18,358 24,384 65,034 42,698 18,528 14,950 112,087 5,696 301,735 Special mention5,275 40,753 38,258 62,110 54,302 42,247 82,418 235 325,598 
Substandard accrualSubstandard accrual22,800 19,321 33,852 47,054 24,283 52,697 30,708 202 230,917 Substandard accrual1,993 43,404 26,150 18,264 7,454 8,171 62,689 71 168,196 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful5,205 1,695 1,651 5,263 2,017 6,838 532 31 23,232 Substandard nonaccrual/doubtful— 94 3,594 4,729 12,493 3,555 7,971 — 32,436 
Total commercial, industrial and otherTotal commercial, industrial and other$1,178,090 $1,781,555 $1,195,647 $897,086 $622,235 $743,017 $3,129,119 $16,120 $9,562,869 Total commercial, industrial and other$1,267,452 $2,649,694 $1,347,658 $843,782 $632,378 $1,017,319 $4,161,422 $45,311 $11,965,016 
Commercial PPPCommercial PPPCommercial PPP
PassPass$1,222,905 $656,502 $$$$$$$1,879,407 Pass$— $63,524 $17,374 $— $— $— $— $— $80,898 
Special mentionSpecial mentionSpecial mention— 18 680 — — — — — 698 
Substandard accrualSubstandard accrualSubstandard accrual— — 493 — — — — — 493 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful— — — — — — — — — 
Total commercial PPPTotal commercial PPP$1,222,905 $656,502 $$$$$$$1,879,407 Total commercial PPP$— $63,542 $18,547 $— $— $— $— $— $82,089 
Construction and developmentConstruction and developmentConstruction and development
PassPass$124,444 $384,766 $394,765 $181,800 $92,839 $100,298 $23,614 $1,900 $1,304,426 Pass$177,013 $452,444 $447,683 $201,983 $41,299 $107,465 $19,842 $— $1,447,729 
Special mentionSpecial mention282 12,048 16,506 19,952 23,892 3,272 75,952 Special mention— 1,051 — 3,583 17,951 2,001 — — 24,586 
Substandard accrualSubstandard accrual318 586 2,140 643 154 3,841 Substandard accrual— — 8,458 310 11,743 12,603 — — 33,114 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful1,030 1,030 Substandard nonaccrual/doubtful— — — — — 889 — — 889 
Total construction and developmentTotal construction and development$124,726 $396,814 $411,589 $202,338 $118,871 $105,243 $23,768 $1,900 $1,385,249 Total construction and development$177,013 $453,495 $456,141 $205,876 $70,993 $122,958 $19,842 $— $1,506,318 
Non-constructionNon-constructionNon-construction
PassPass$658,154 $1,257,031 $962,547 $787,771 $762,397 $2,129,706 $171,239 $457 $6,729,302 Pass$954,387 $1,534,813 $1,061,773 $871,589 $667,917 $2,356,129 $153,903 $3,425 $7,603,936 
Special mentionSpecial mention3,898 10,104 62,404 57,544 49,909 187,409 10 371,278 Special mention4,405 3,881 7,518 37,670 48,762 93,106 — — 195,342 
Substandard accrualSubstandard accrual1,980 38,518 25,626 19,949 81,462 167,535 Substandard accrual— — — 18,124 26,759 46,897 — — 91,780 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful— — — — — 9,829 — — 9,829 
Total non-constructionTotal non-construction$958,792 $1,538,694 $1,069,291 $927,383 $743,438 $2,505,961 $153,903 $3,425 $7,900,887 
Home equityHome equity
PassPass$— $— $— $56 $— $5,352 $304,216 $— $309,624 
Special mentionSpecial mention— — — — 238 61 4,281 — 4,580 
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Substandard nonaccrual/doubtful1,212 291 23,502 25,005 
Total non-construction$662,052 $1,269,115 $1,063,469 $872,153 $832,546 $2,422,079 $171,249 $457 $7,293,120 
Home equity
Pass$14 $$$47 $28 $7,108 $339,728 $$346,925 
Special mention1,524 5,390 243 7,157 
Substandard accrual185 10,425 898 738 12,246 
Substandard nonaccrual/doubtful149 2,740 589 3,478 
Total home equity$14 $$$232 $177 $21,797 $346,605 $981 $369,806 
Residential real estate
Pass$530,211 $325,133 $220,143 $88,218 $102,470 $212,481 $$$1,478,656 
Special mention443 274 537 2,135 1,872 8,045 13,306 
Substandard accrual1,142 2,277 618 892 1,877 8,467 15,273 
Substandard nonaccrual/doubtful183 1,516 742 5,325 15,284 23,050 
Total residential real estate$531,796 $327,867 $222,814 $91,987 $111,544 $244,277 $$$1,530,285 
Premium finance receivables - commercial
Pass$3,800,468 $660,313 $18,990 $1,950 $53 $$$$4,481,774 
Special mention27,229 4,809 19 32,057 
Substandard accrual322 1,229 65 1,622 
Substandard nonaccrual/doubtful1,378 4,821 196 23 6,418 
Total premium finance receivables - commercial$3,829,397 $671,172 $19,211 $2,038 $53 $$$$4,521,871 
Premium finance receivables - life
Pass$210,484 $712,285 $691,707 $646,188 $674,308 $3,424,010 $$$6,358,982 
Special mention574 574 
Substandard accrual
Substandard nonaccrual/doubtful
Total premium finance receivables - life$210,484 $712,285 $691,707 $646,188 $674,882 $3,424,010 $$$6,359,556 
Consumer and other
Pass$865 $566 $570 $487 $50 $1,492 $4,096 $$8,126 
Special mention22 82 86 200 
Substandard accrual209 213 
Substandard nonaccrual/doubtful101 383 485 
Total consumer and other$865 $572 $592 $588 $132 $2,170 $4,105 $$9,024 
Total loans (1)
Pass$7,679,272 $5,732,751 $3,383,832 $2,508,532 $2,209,552 $6,543,627 $3,524,469 $12,548 $31,594,583 
Special mention50,210 51,623 144,522 122,329 94,857 215,286 117,493 5,939 802,259 
Substandard accrual24,264 24,808 73,312 74,408 48,249 153,903 31,763 940 431,647 
Substandard nonaccrual/doubtful6,583 6,700 3,363 7,341 7,782 49,777 1,121 31 82,698 
Total loans$7,760,329 $5,815,882 $3,605,029 $2,712,610 $2,360,440 $6,962,593 $3,674,846 $19,458 $32,911,187 
(1)Includes $97.7 million of loans with COVID-19 related modifications that migrated from pass as of March 1, 2020 to special mention or substandard accrual as of June 30, 2021. These loans were further qualitatively evaluated as a part of the measurement of the allowance for credit losses as of June 30, 2021.
Substandard accrual— — — — — 8,847 702 989 10,538 
Substandard nonaccrual/doubtful— — — — 43 1,041 — — 1,084 
Total home equity$— $— $— $56 $281 $15,301 $309,199 $989 $325,826 
Residential real estate
Early buy-out loans guaranteed by U.S. government agencies$— $1,021 $5,575 $19,486 $18,474 $69,300 $— $— $113,856 
Pass502,728 839,183 244,861 129,292 53,337 168,254 — — 1,937,655 
Special mention280 576 169 765 2,046 4,071 — — 7,907 
Substandard accrual554 1,088 2,936 572 247 5,762 — — 11,159 
Substandard nonaccrual/doubtful— 93 253 1,858 424 5,702 — — 8,330 
Total residential real estate$503,562 $841,961 $253,794 $151,973 $74,528 $253,089 $— $— $2,078,907 
Premium finance receivables - property and casualty
Pass$4,519,689 $899,305 $13,424 $4,835 $302 $— $— $— $5,437,555 
Special mention77,334 10,917 54 — — — — — 88,305 
Substandard accrual951 1,333 — — — — — — 2,284 
Substandard nonaccrual/doubtful2,540 10,729 34 — — — — — 13,303 
Total premium finance receivables - property and casualty$4,600,514 $922,284 $13,512 $4,835 $302 $— $— $— $5,541,447 
Premium finance receivables - life
Pass$170,609 $654,884 $982,199 $854,124 $732,262 $4,213,755 $— $— $7,607,833 
Special mention— 600 — — — — — — 600 
Substandard accrual— — — — — — — — — 
Substandard nonaccrual/doubtful— — — — — — — — — 
Total premium finance receivables - life$170,609 $655,484 $982,199 $854,124 $732,262 $4,213,755 $— $— $7,608,433 
Consumer and other
Pass$1,347 $2,141 $522 $787 $928 $11,500 $26,724 $— $43,949 
Special mention— — 120 — 135 
Substandard accrual— — — 72 — 88 
Substandard nonaccrual/doubtful— — — — — — 
Total consumer and other$1,347 $2,156 $524 $793 $928 $11,692 $26,740 $— $44,180 
Total loans
Early buy-out loans guaranteed by U.S. government agencies$— $1,021 $5,575 $19,486 $18,474 $69,300 $— $— $113,856 
Pass7,585,957 7,011,737 4,047,492 2,821,345 2,054,174 7,825,801 4,513,029 48,430 35,907,965 
Special mention87,294 57,798 46,680 104,133 123,299 141,606 86,706 235 647,751 
Substandard accrual3,498 45,831 38,038 37,270 46,203 82,352 63,400 1,060 317,652 
Substandard nonaccrual/doubtful2,540 10,923 3,881 6,588 12,960 21,016 7,971 — 65,879 
Total loans$7,679,289 $7,127,310 $4,141,666 $2,988,822 $2,255,110 $8,140,075 $4,671,106 $49,725 $37,053,103 

Held-to-maturity debt securities

The Company conducts an assessment of its investment securities, including those classified as held-to-maturity, at the time of purchase and on at least an annual basis to ensure such investment securities remain within appropriate levels of risk and continue to perform satisfactorily in fulfilling its obligations. The Company considers, among other factors, the nature of the securities and credit ratings or financial condition of the issuer. If available, the Company obtains a credit rating for issuers from a Nationally Recognized Statistical Rating Organization (“NRSRO”) for consideration. If no such rating is available for an issuer, the Company performs an internal rating based on the scale utilized within the loan portfolio as discussed above. For purposes of the table below, the Company has converted any issuer rating from an NRSRO into the Company’s internal ratings based on Investment Policy and review by the Company’s management.

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As of June 30, 2021Year of OriginationTotal
As of June 30, 2022As of June 30, 2022Year of OriginationTotal
(In thousands)(In thousands)20212020201920182017PriorBalance(In thousands)20222021202020192018PriorBalance
Amortized Cost Balances:Amortized Cost Balances:Amortized Cost Balances:
U.S. government agenciesU.S. government agenciesU.S. government agencies
1-4 internal grade1-4 internal grade$97,789 $25,000 $$50,000 $$3,363 $176,152 1-4 internal grade$115,000 $147,797 $25,000 $4,007 $— $2,827 $294,631 
5-7 internal grade5-7 internal grade5-7 internal grade— — — — — — — 
8-10 internal grade8-10 internal grade8-10 internal grade— — — — — — — 
Total U.S. government agenciesTotal U.S. government agencies$97,789 $25,000 $$50,000 $$3,363 $176,152 Total U.S. government agencies$115,000 $147,797 $25,000 $4,007 $— $2,827 $294,631 
MunicipalMunicipalMunicipal
1-4 internal grade1-4 internal grade$1,374 $$161 $7,528 $43,574 $138,953 $191,590 1-4 internal grade$— $7,045 $285 $160 $7,444 $164,708 $179,642 
5-7 internal grade5-7 internal grade5-7 internal grade— — — — — — — 
8-10 internal grade8-10 internal grade8-10 internal grade— — — — — — — 
Total municipalTotal municipal$1,374 $$161 $7,528 $43,574 $138,953 $191,590 Total municipal$— $7,045 $285 $160 $7,444 $164,708 $179,642 
Mortgage-backed securitiesMortgage-backed securitiesMortgage-backed securities
1-4 internal grade1-4 internal grade$2,078,678 $$$$$$2,078,678 1-4 internal grade$373,230 $2,517,475 $— $— $— $— $2,890,705 
5-7 internal grade5-7 internal grade5-7 internal grade— — — — — — — 
8-10 internal grade8-10 internal grade8-10 internal grade— — — — — — — 
Total mortgage-backed securitiesTotal mortgage-backed securities$2,078,678 $$$$$$2,078,678 Total mortgage-backed securities$373,230 $2,517,475 $— $— $— $— $2,890,705 
Corporate notesCorporate notesCorporate notes
1-4 internal grade1-4 internal grade$$13,620 $7,440 $3,305 $3,259 $24,278 $51,902 1-4 internal grade$4,961 $— $6,011 $7,355 $3,223 $27,024 $48,574 
5-7 internal grade5-7 internal grade5-7 internal grade— — — — — — — 
8-10 internal grade8-10 internal grade8-10 internal grade— — — — — — — 
Total corporate notesTotal corporate notes$$13,620 $7,440 $3,305 $3,259 $24,278 $51,902 Total corporate notes$4,961 $— $6,011 $7,355 $3,223 $27,024 $48,574 
Total held-to-maturity securitiesTotal held-to-maturity securities$2,498,322 Total held-to-maturity securities$3,413,552 
Less: Allowance for credit lossesLess: Allowance for credit losses(90)Less: Allowance for credit losses(83)
Held-to-maturity securities, net of allowance for credit lossesHeld-to-maturity securities, net of allowance for credit losses$2,498,232 Held-to-maturity securities, net of allowance for credit losses$3,413,469 

Measurement of Allowance for Credit Losses

The Company's allowance for credit losses consists of the allowance for loan losses, the allowance for unfunded commitment losses and the allowance for held-to-maturity debt security losses. In accordance with ASC 326, the Company measures the allowance for credit losses at the time of origination or purchase of a financial asset, representing an estimate of lifetime expected credit losses on the related asset. When developing its estimate, the Company considers available information relevant to assessing the collectability of cash flows, from both internal and external sources. Historical credit loss experience is one input in the estimation process as well as inputs relevant to current conditions and reasonable and supportable forecasts. In considering past events, the Company considers the relevance, or lack thereof, of historical information due to changes in such things as financial asset underwriting or collection practices, and changes in portfolio mix due to changing business plans and strategies. In considering current conditions and forecasts, the Company considers both the current economic environment and the forecasted direction of the economic environment with emphasis on those factors deemed relevant to or driving changes in expected credit losses. As significant judgment is required, the review of the appropriateness of the allowance for credit losses is performed quarterly by various committees with participation by the Company's executive management.

June 30,December 31,June 30,June 30,December 31,June 30,
(In thousands)(In thousands)202120202020(In thousands)202220212021
Allowance for loan lossesAllowance for loan losses$261,089 $319,374 $313,510 Allowance for loan losses$251,769 $247,835 $261,089 
Allowance for unfunded lending-related commitments lossesAllowance for unfunded lending-related commitments losses42,942 60,536 59,599 Allowance for unfunded lending-related commitments losses60,340 51,818 42,942 
Allowance for loan losses and unfunded lending-related commitments lossesAllowance for loan losses and unfunded lending-related commitments losses304,031 379,910 373,109 Allowance for loan losses and unfunded lending-related commitments losses312,109 299,653 304,031 
Allowance for held-to-maturity securities lossesAllowance for held-to-maturity securities losses90 59 65 Allowance for held-to-maturity securities losses83 78 90 
Allowance for credit lossesAllowance for credit losses$304,121 $379,969 $373,174 Allowance for credit losses$312,192 $299,731 $304,121 

The allowance for credit losses is measured on a collective or pooled basis when similar risk characteristics exist, based upon the segmentation discussed above. The Company utilizes modeling methodologies that estimate lifetime credit loss rates on each pool, including methodologies estimating the probability of default and loss given default on specific segments. Historical credit loss history is adjusted for reasonable and supportable forecasts developed by the Company on a quantitative or qualitative basis and incorporates third party economic forecasts. Reasonable and supportable forecasts consider the macroeconomic factors that are most relevant to evaluating and predicting expected credit losses in the Company's financial assets. Currently, the Company utilizes an eight quarter forecast period using a single macroeconomic scenario provided by a
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third party and reviewed within the Company's governance structure. For periods beyond the ability to develop reasonable and supportable forecasts, the Company reverts to historical loss rates at an input level, straight-line over a four quarter reversion period. Expected credit losses are measured over the contractual term of the financial asset with consideration of expected prepayments. Expected extensions, renewals or modifications of the financial asset are only considered when either 1) the expected extension, renewal or modification is contained within the existing agreement and is not unconditionally cancelable, or 2) the expected extension, renewal or modification is reasonably expected to result in a TDR. The methodologies discussed above are applied to both current asset balances on the Company's Consolidated Statements of Condition and off-balance sheet commitments (i.e. unfunded lending-related commitments).

Assets that do not share similar risk characteristics with a pool are assessed for the allowance for credit losses on an individual basis. These typically include assets experiencing financial difficulties, including assets rated as substandard nonaccrual and doubtful as well as assets currently classified or expected to be classified as TDRs. If foreclosure is probable or the asset is considered collateral-dependent, expected credit losses are measured based upon the fair value of the underlying collateral adjusted for selling costs, if appropriate. Underlying collateral across the Company's segments consist primarily of real estate, land and construction assets as well as general business assets of the borrower. As of June 30, 2021,2022, excluding loans carried at fair value, substandard nonaccrual loans totaling $50.1$25.7 million in carrying balance had no related allowance for credit losses. For certain accruing current and expected TDRs, expected credit losses are measured based upon the present value of future cash flows of the modified asset terms compared to the amortized cost of the asset. Considering accounting relief provided under Section 4013 of the CARES Act, loansLoans identified as being reasonably expected to be modified into TDRs in the future totaled $202,000$135,000 as of June 30, 2021.2022.

The Company does not measure an allowance for credit losses on accrued interest receivable balances because these balances are written off in a timely manner as a reduction to interest income when assets are placed on nonaccrual status.

Loan portfolios

A summary of activity in the allowance for credit losses, specifically for the loan portfolio (i.e. allowance for loan losses and allowance for unfunded commitment losses), for the three and six months ended June 30, 20212022 and 20202021 is as follows.
Three months ended June 30, 2021Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
Three months ended June 30, 2022Three months ended June 30, 2022Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
(In thousands)(In thousands)CommercialCommercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans(In thousands)Commercial
Allowance for credit losses at beginning of periodAllowance for credit losses at beginning of period$95,640 $181,792 $11,382 $14,242 $17,477 $676 $321,209 Allowance for credit losses at beginning of period$120,911 $144,906 $10,566 $9,429 $14,722 $634 $301,168 
Other adjustmentsOther adjustments0��0 0 0 33 0 33 Other adjustments    (56) (56)
Charge-offsCharge-offs(3,237)(1,412)(142)(3)(2,077)(104)(6,975)Charge-offs(8,928)(40)(192) (2,903)(253)(12,316)
RecoveriesRecoveries902 514 328 36 3,239 34 5,053 Recoveries996 553 123 6 1,119 23 2,820 
Provision for credit lossesProvision for credit losses5,202 (22,372)(361)1,409 1,227 (394)(15,289)Provision for credit losses29,940 (1,687)(3,507)1,044 (5,380)83 20,493 
Allowance for credit losses at period endAllowance for credit losses at period end$98,507 $158,522 $11,207 $15,684 $19,899 $212 $304,031 Allowance for credit losses at period end$142,919 $143,732 $6,990 $10,479 $7,502 $487 $312,109 
By measurement method:By measurement method:
Individually measuredIndividually measured$8,625 $1,257 $213 $1,045 $0 $77 $11,217 Individually measured$5,674 $99 $105 $790 $ $ $6,668 
Collectively measuredCollectively measured89,882 157,265 10,994 14,639 19,899 135 292,814 Collectively measured137,245 143,633 6,885 9,689 7,502 487 305,441 
Loans at period endLoans at period endLoans at period end
Individually measuredIndividually measured$30,144 $35,694 $18,080 $29,384 $0 $552 $113,854 Individually measured$34,892 $20,377 $11,876 $18,333 $ $79 $85,557 
Collectively measuredCollectively measured11,412,132 8,642,675 351,726 1,445,561 10,881,427 8,472 32,741,993 Collectively measured12,012,213 9,386,828 313,950 1,937,817 13,149,880 44,101 36,844,789 
Loans held at fair valueLoans held at fair value0 0 0 55,340 0 0 55,340 Loans held at fair value   122,757   122,757 
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Three months ended June 30, 2020CommercialCommercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
Three months ended June 30, 2021Three months ended June 30, 2021CommercialCommercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
(In thousands)(In thousands)CommercialCommercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans(In thousands)
Allowance for credit losses at beginning of periodAllowance for credit losses at beginning of period$107,346 $112,796 $12,394 $12,550 $7,880 $446 $253,412 Allowance for credit losses at beginning of period$95,640 $181,792 $11,382 $14,242 $17,477 $676 $321,209 
Other adjustmentsOther adjustments42 42 Other adjustments— — — — 33 — 33 
Charge-offsCharge-offs(5,686)(7,224)(239)(293)(3,434)(99)(16,975)Charge-offs(3,237)(1,412)(142)(3)(2,077)(104)(6,975)
RecoveriesRecoveries112 493 46 30 833 58 1,572 Recoveries902 514 328 36 3,239 34 5,053 
Provision for credit lossesProvision for credit losses31,825 91,061 (12)(372)12,271 285 135,058 Provision for credit losses5,202 (22,372)(361)1,409 1,227 (394)(15,289)
Allowance for credit losses at period endAllowance for credit losses at period end$133,597 $197,126 $12,189 $11,915 $17,592 $690 $373,109 Allowance for credit losses at period end$98,507 $158,522 $11,207 $15,684 $19,899 $212 $304,031 
By measurement method:By measurement method:
Individually measuredIndividually measured$12,689 $5,023 $264 $393 $$114 $18,483 Individually measured$8,625 $1,257 $213 $1,045 $— $77 $11,217 
Collectively measuredCollectively measured120,908 192,103 11,925 11,522 17,592 576 354,626 Collectively measured89,882 157,265 10,994 14,639 19,899 135 292,814 
Loans at period endLoans at period endLoans at period end
Individually measuredIndividually measured$48,220 $83,664 $22,782 $28,145 $$554 $183,365 Individually measured$30,144 $35,694 $18,080 $29,384 $— $552 $113,854 
Collectively measuredCollectively measured11,811,012 8,117,081 443,814 1,144,670 9,400,576 47,771 30,964,924 Collectively measured11,412,132 8,642,675 351,726 1,445,561 10,881,427 8,472 32,741,993 
Loans held at fair valueLoans held at fair value254,614 254,614 Loans held at fair value— — — 55,340 — — 55,340 

Six months ended June 30, 2021Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
Six months ended June 30, 2022Six months ended June 30, 2022Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
(In thousands)(In thousands)CommercialCommercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans(In thousands)Commercial
Allowance for credit losses at beginning of periodAllowance for credit losses at beginning of period$94,212 $243,603 $11,437 $12,459 $17,777 $422 $379,910 Allowance for credit losses at beginning of period$119,307 $144,583 $10,699 $8,782 $15,859 $423 $299,653 
Other adjustmentsOther adjustments0 0 0 0 63 0 63 Other adjustments    (34) (34)
Charge-offsCharge-offs(15,018)(2,392)(142)(5)(5,316)(218)(23,091)Charge-offs(10,342)(817)(389)(466)(4,581)(446)(17,041)
RecoveriesRecoveries1,354 714 429 240 5,021 66 7,824 Recoveries1,534 585 216 11 2,595 72 5,013 
Provision for credit lossesProvision for credit losses17,959 (83,403)(517)2,990 2,354 (58)(60,675)Provision for credit losses32,420 (619)(3,536)2,152 (6,337)438 24,518 
Allowance for credit losses at period endAllowance for credit losses at period end$98,507 $158,522 $11,207 $15,684 $19,899 $212 $304,031 Allowance for credit losses at period end$142,919 $143,732 $6,990 $10,479 $7,502 $487 $312,109 

Six months ended June 30, 2020Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
Six months ended June 30, 2021Six months ended June 30, 2021Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
(In thousands)(In thousands)CommercialCommercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans(In thousands)Commercial
Allowance for credit losses at beginning of periodAllowance for credit losses at beginning of period$64,920 $68,511 $3,878 $9,800 $9,647 $1,705 $158,461 Allowance for credit losses at beginning of period$94,212 $243,603 $11,437 $12,459 $17,777 $422 $379,910 
Cumulative effect adjustment from the adoption of ASU 2016-139,039 32,064 9,061 3,002 (4,959)(863)47,344 
Other adjustmentsOther adjustments(31)(31)Other adjustments— — — — 63 — 63 
Charge-offsCharge-offs(7,839)(7,794)(1,240)(694)(6,618)(227)(24,412)Charge-offs(15,018)(2,392)(142)(5)(5,316)(218)(23,091)
RecoveriesRecoveries495 756 340 90 1,943 100 3,724 Recoveries1,354 714 429 240 5,021 66 7,824 
Provision for credit lossesProvision for credit losses66,982 103,589 150 (283)17,610 (25)188,023 Provision for credit losses17,959 (83,403)(517)2,990 2,354 (58)(60,675)
Allowance for credit losses at period endAllowance for credit losses at period end$133,597 $197,126 $12,189 $11,915 $17,592 $690 $373,109 Allowance for credit losses at period end$98,507 $158,522 $11,207 $15,684 $19,899 $212 $304,031 

At January 1, 2020, the Company adopted ASU 2016-13, which replaced the previous incurred loss methodology for measuring the allowance for credit losses with a lifetime expected loss methodology. At adoption, the allowance for credit losses related to loans and lending agreements increased approximately $47.3 million, including an increase of approximately $33.2 million recorded to the allowance for unfunded commitment losses within accrued interest and other liabilities on the Company's Consolidated Statements of Condition, with an offsetting amount recorded directly to retained earnings, net of taxes. The remaining $14.2 million cumulative effect adjustment was recorded to the allowance for loan losses, presented separately on the Company's Consolidated Statements of Condition. Of the amount recorded to the allowance for loan losses, $11.0 million related to PCD loans with such offsetting amount added directly to the carrying balance of the loans and the remaining $3.2 million not related to PCD loans recorded directly to retained earnings, net of taxes, on the Company's Consolidated Statements of Condition.

For the three and six month periodsmonths ended June 30, 2021,2022, the Company recognized approximately $(15.3)$20.5 million and $(60.7)$24.5 million of provision for credit losses, respectively, related to loans and lending agreements. The provision for such periodseach period was primarily the result of improvements inloan growth during the forecasted macroeconomic forecast, specificallysecond quarter as well as the Company's macroeconomic forecasts of key model inputs (most notably, Commercial Real Estate Price Index and Baa corporate credit spreads) as well as improvements in characteristics of the Company's loan portfolios. While uncertainties. Uncertainties remain regarding expected economic recovery,performance and macroeconomic forecasts utilized in the measurement of the allowance for credit losses as of June 30, 2021 assume that the impact of those uncertainties is less severe compared to that assumed at December 31, 2020.2022. Other key drivers of provision for credit losses in these portfolios include, but are not
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limited to, decreases to COVID-19 related loan modifications and positivestable loan risk rating migration. Net charge-offs in the three and six month periods ending June 30, 2021,2022, totaled $1.9$9.5 million and $15.3 million.$12.0 million, respectively.

Held-to-maturity debt securities

At January 1, 2020, the Company established anThe allowance for credit losses on its held-to-maturity debt securities totaling approximately $74,000, which is presented as a reduction to the amortized cost basis of held-to-maturity securities on the Company's Consolidated Statements of Condition. Such adjustment was recorded directly to the Company's retained earnings, net of taxes. For the three and six month periods ended June 30, 2021,2022, the Company recognized approximately $(10,000)$(76,000) and $29,000$5,000 of provision for credit losses related to held-to-maturity securities, respectively. At June 30, 2022, the Company did not identify any losses within its portfolio that it would deem a credit loss and require additional measurement of an allowance for credit losses.
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TDRs

At June 30, 2021,2022, the Company had $55.7$45.4 million in loans modified in TDRs. The $55.7$45.4 million in TDRs represents 273227 credits in which economic concessions were granted to certain borrowers to better align the terms of their loans with their current ability to pay.

The Company’s approach to restructuring loans is built on its credit risk rating system, which requires credit management personnel to assign a credit risk rating to each loan. In each case, the loan officer is responsible for recommending a credit risk rating for each loan and ensuring the credit risk ratings are appropriate. These credit risk ratings are then reviewed and approved by the bank’s chief credit officer and/or concurrence credit officer. Credit risk ratings are determined by evaluating a number of factors, including a borrower’s financial strength, cash flow coverage, collateral protection and guarantees. The Company’s credit risk rating scale is one through ten with higher scores indicating higher risk. In the case of loans rated six or worse following modification, the Company’s Managed Assets Division evaluates the loan and the credit risk rating and determines that the loan has been restructured to be reasonably assured of repayment and of performance according to the modified terms and is supported by a current, well-documented credit assessment of the borrower’s financial condition and prospects for repayment under the revised terms.

A modification of a loan with an existing credit risk rating of 6 or worse or a modification of any other credit, which will result in a restructured credit risk rating of 6 or worse must be reviewed for possible TDR classification. In that event, the Company’s Managed Assets Division conducts an overall credit and collateral review. A modification of a loan is considered to be a TDR if both (1) the borrower is experiencing financial difficulty and (2) for economic or legal reasons, the bank grants a concession to a borrower that it would not otherwise consider. The modification of a loan where the credit risk rating is 5 or better after such modification is not considered to be a TDR. Based on the Company’s credit risk rating system, it considers that borrowers whose credit risk rating is 5 or better are not experiencing financial difficulties and therefore, are not considered TDRs.

All credits determined to be a TDR will continue to be classified as a TDR in all subsequent periods, unless the borrower has been in compliance with the loan’s modified terms for a period of six months (including over a calendar year-end) and the current interest rate represents a market rate at the time of restructuring. The Managed Assets Division, in consultation with the respective loan officer, determines whether the modified interest rate represented a current market rate at the time of restructuring. Using knowledge of current market conditions and rates, competitive pricing on recent loan originations, and an assessment of various characteristics of the modified loan (including collateral position and payment history), an appropriate market rate for a new borrower with similar risk is determined. If the modified interest rate meets or exceeds this market rate for a new borrower with similar risk, the modified interest rate represents a market rate at the time of restructuring. Additionally, before removing a loan from TDR classification, a review of the current or previously measured impairment on the loan and any concerns related to future performance by the borrower is conducted. If concerns exist about the future ability of the borrower to meet its obligations under the loans based on a credit review by the Managed Assets Division, the TDR classification is not removed from the loan.

TDRs are individually assessed at the time of the modification and on a quarterly basis to measure an allowance for credit loss. The carrying amount of the loan is compared to the expected payments to be received, discounted at the loan's original rate, or for collateral dependent loans, to the fair value of the collateral. Any shortfall is recorded as a reserve. Each TDR was individually assessed at June 30, 20212022 and approximately $2.5$2.3 million of reserve was present and appropriately reserved for through the Company’s normal reserving methodology in the Company’s allowance for credit losses.methodology.

TDRs may arise when, due to financial difficulties experienced by the borrower, the Company obtains through physical possession one or more collateral assets in satisfaction of all or part of an existing credit. Once possession is obtained, the Company reclassifies the appropriate portion of the remaining balance of the credit from loans to OREO,other real estate owned (“OREO”), which is included within other assets in the Consolidated Statements of Condition. For any residential real estate property collateralizing a
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consumer mortgage loan, the Company is considered to possess the related collateral only if legal title is obtained upon completion of foreclosure, or the borrower conveys all interest in the residential real estate property to the Company through completion of a deed in lieu of foreclosure or similar legal agreement. At June 30, 2021,2022, the Company had $3.0$1.8 million of foreclosed residential real estate properties included within OREO. Furthermore,Further, the recorded investment in residential mortgage loans secured by residential real estate properties for which foreclosure proceedings are in process totaled $14.2$10.9 million and $10.7$14.2 million at June 30, 2022 and 2021, and 2020, respectively.
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The tables below present a summary of the post-modification balance of loans restructured during the three and six months ended June 30, 20212022 and 2020,2021, respectively, which represent TDRs:
Three months ended June 30, 2021
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms
(2)
Reduction of Interest
Rate (2)
Modification to 
Interest-only
Payments (2)
Forgiveness of Debt(2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
Three months ended June 30, 2022
(Dollars in thousands)
Three months ended June 30, 2022
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms
(2)
Reduction of Interest
Rate (2)
Modification to 
Interest-only
Payments (2)
Forgiveness of Debt (2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
CommercialCommercialCommercial
Commercial, industrial and otherCommercial, industrial and other3 $395 3 $395 0 $0 0 $0 0 $0 Commercial, industrial and other2 $186 2 $185  $  $  $ 
Commercial real estateCommercial real estateCommercial real estate
Non-constructionNon-construction3 2,707 2 2,164 1 543 0 0 0 0 Non-construction          
Residential real estate and otherResidential real estate and other10 1,097 10 1,097 2 616 0 0 0 0 Residential real estate and other14 2,235 14 2,235 10 1,805     
Total loansTotal loans16 $4,199 15 $3,656 3 $1,159 0 $0 0 $0 Total loans16 $2,421 16 $2,420 10 $1,805  $  $ 
Three months ended June 30, 2020
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms (2)
Reduction of Interest
Rate (2)
Modification to 
Interest-only
Payments (2)
Forgiveness of Debt(2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
Three months ended June 30, 2021
(Dollars in thousands)
Three months ended June 30, 2021
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms (2)
Reduction of Interest
Rate (2)
Modification to 
Interest-only
Payments (2)
Forgiveness of Debt (2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
CommercialCommercialCommercial
Commercial, industrial and otherCommercial, industrial and other$3,431 $443 $$3,257 $Commercial, industrial and other$395 $395 — $— — $— — $— 
Commercial real estateCommercial real estateCommercial real estate
Non-constructionNon-construction2,082 2,082 Non-construction2,707 2,164 543 — — — — 
Residential real estate and otherResidential real estate and other21 3,504 21 3,505 10 1,590 Residential real estate and other10 1,097 10 1,097 616 — — — — 
Total loansTotal loans29 $9,017 26 $3,948 10 $1,590 $5,339 $Total loans16 $4,199 15 $3,656 $1,159 — $— — $— 
(1)TDRs may have more than one modification representing a concession. As such, TDRs during the period may be represented in more than one of the categories noted above.
(2)Balances represent the recorded investment in the loan at the time of the restructuring.

During the three months ended June 30, 2021,2022, 16 loans totaling $4.2$2.4 million were determined to be TDRs, compared to 2916 loans totaling $9.0$4.2 million during the three months ended June 30, 2020.2021. Of these loans extended at below market terms, the weighted average extension had a term of approximately 10663 months during the quarter ended June 30, 20212022 compared to 18106 months for the quarter ended June 30, 2020.2021. Further, the weighted average decrease in the stated interest rate for loans with a reduction of interest rate during the period was approximately 18396 basis points and 142183 basis points during the three months ended June 30, 2022 and 2021, and 2020, respectively. Interest-only payment terms were approximately eight months during the three months ended June 30, 2020. Additionally, 0no principal balances were forgiven during the quarters ended June 30, 20212022 and 2020.2021.

Six months ended
June 30, 2021
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms
(2)
Reduction of Interest
Rate
(2)
Modification to 
Interest-only
Payments
(2)
Forgiveness of Debt(2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
Six months ended June 30, 2022
(Dollars in thousands)
Six months ended June 30, 2022
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms
(2)
Reduction of Interest
Rate
(2)
Modification to 
Interest-only
Payments
(2)
Forgiveness of Debt(2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
CommercialCommercialCommercial
Commercial, industrial and otherCommercial, industrial and other5 $546 5 $546 0 $0 0 $0 0 $0 Commercial, industrial and other5 $468 4 $305 1 $85 2 $247  $ 
Commercial real estateCommercial real estateCommercial real estate
Non-construction5 2,944 4 2,401 2 656 1 113 0 0 
Non-constructionNon-construction2 1,907 1 1,178 1 1,178 2 1,907   
Residential real estate and otherResidential real estate and other26 2,835 26 2,835 11 1,906 0 0 0 0 Residential real estate and other22 3,143 22 3,143 17 2,567     
Total loansTotal loans36 $6,325 35 $5,782 13 $2,562 1 $113 0 $0 Total loans29 $5,518 27 $4,626 19 $3,830 4 $2,154  $ 

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Six months ended
June 30, 2020
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms (2)
Reduction of Interest
Rate (2)
Modification to 
Interest-only
Payments (2)
Forgiveness of Debt(2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
Six months ended June 30, 2021
(Dollars in thousands)
Six months ended June 30, 2021
(Dollars in thousands)
Total (1)(2)
Extension at
Below Market
Terms (2)
Reduction of Interest
Rate (2)
Modification to 
Interest-only
Payments (2)
Forgiveness of Debt(2)
CountBalanceCountBalanceCountBalanceCountBalanceCountBalance
CommercialCommercialCommercial
Commercial, industrial and otherCommercial, industrial and other12 $9,033 $4,759 $$3,257 $432 Commercial, industrial and other$546 $546 — $— — $— — $— 
Commercial real estateCommercial real estateCommercial real estate
Non-constructionNon-construction14 18,135 11 13,511 921 5,545 Non-construction2,944 2,401 656 113 — — 
Residential real estate and otherResidential real estate and other41 5,646 33 5,395 15 2,376 Residential real estate and other26 2,835 26 2,835 11 1,906 — — — — 
Total loansTotal loans67 $32,814 52 $23,665 18 $3,297 10 $8,802 $432 Total loans36 $6,325 35 $5,782 13 $2,562 $113 — $— 
(1)TDRs may have more than one modification representing a concession. As such, TDRs during the period may be represented in more than one of the categories noted above.
(2)Balances represent the recorded investment in the loan at the time of the restructuring.

During the six months ended June 30, 2021, 362022, 29 loans totaling $6.3$5.5 million were determined to be TDRs, compared to 6736 loans totaling $32.8$6.3 million during the six months ended June 30, 2020.2021. Of these loans extended at below market terms, the weighted average extension had a term of approximately 10867 months during the six months ended June 30, 20212022 compared to 10108 months
for the six months ended June 30, 2020.2021. Further, the weighted average decrease in the stated interest rate for loans with a reduction of interest rate during the period was approximately 15287 basis points and 158152 basis points for the year-to-date periods ended June 30, 20212022 and 2020,2021, respectively. Interest-only payment terms were approximately sixfour months and 13six months during the six months ended June 30, 20212022 and 2020,2021, respectively. Additionally, 0no balances were forgiven in the first six months of 2021 compared to $453,000 of principal balances were forgiven in the same period of 2020.ended June 30, 2022 and 2021.

The following table presents a summary of all loans restructured in TDRs during the twelve months ended June 30, 20212022 and 2020,2021, and such loans that were in payment default under the restructured terms during the respective periods below:
(Dollars in thousands)(Dollars in thousands)As of June 30, 2021Three Months Ended
June 30, 2021
Six Months Ended
June 30, 2021
(Dollars in thousands)As of June 30, 2022
Three Months Ended
June 30, 2022
Six months ended June 30, 2022
Total (1)(3)
Payments in Default  (2)(3)
Payments in Default  (2)(3)
Total (1)(3)
Payments in Default  (2)(3)
Payments in Default  (2)(3)
CountBalanceCountBalanceCountBalance(Dollars in thousands)CountBalanceCountBalanceCountBalance
CommercialCommercial
Commercial, industrial and otherCommercial, industrial and other14 $3,875 4 $1,371 4 $1,371 16 $4,995 10 $4,469 11 $4,711 
Commercial real estateCommercial real estateCommercial real estate
Non-constructionNon-construction9 4,090 2 1,176 3 1,383 Non-construction2 1,907     
Residential real estate and otherResidential real estate and other70 11,418 5 379 5 379 Residential real estate and other39 6,159 2 345 2 345 
Total loansTotal loans93 $19,383 11 $2,926 12 $3,133 Total loans57 $13,061 12 $4,814 13 $5,056 
(Dollars in thousands)As of June 30, 2020Three Months Ended
June 30, 2020
Six Months Ended
June 30, 2020
Total (1)(3)
Payments in Default  (2)(3)
Payments in Default  (2)(3)
CountBalanceCountBalanceCountBalance
Commercial
Commercial, industrial and other22 $13,989 $4,252 $5,013 
Commercial real estate
Non-construction17 23,578 6,181 6,181 
Residential real estate and other144 15,606 12 2,507 13 2,818 
Total loans183 $53,173 25 $12,940 27 $14,012 

(Dollars in thousands)As of June 30, 2021
Three Months Ended
June 30, 2021
Six months ended
June 30, 2021
Total (1)(3)
Payments in Default  (2)(3)
Payments in Default  (2)(3)
CountBalanceCountBalanceCountBalance
Commercial
Commercial, industrial and other14 $3,875 $1,371 $1,371 
Commercial real estate
Non-construction4,090 1,176 1,383 
Residential real estate and other70 11,418 379 379 
Total loans93 $19,383 11 $2,926 12 $3,133 
(1)Total TDRs represent all loans restructured in TDRs during the previous twelve months from the date indicated.
(2)TDRs considered to be in payment default are over 30 days past due subsequent to the restructuring.
(3)Balances represent the recorded investment in the loan at the time of the restructuring.

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(7)(8) Goodwill and Other Acquisition-Related Intangible Assets

A summary of the Company’s goodwill assets by reporting unit is presented in the following table:
(In thousands)(In thousands)December 31, 2020Goodwill
Acquired
Impairment
Loss
Goodwill AdjustmentsJune 30,
2021
(In thousands)December 31, 2021Goodwill
Acquired
Impairment
Loss
Goodwill AdjustmentsJune 30,
2022
Community bankingCommunity banking$536,396 $$$$536,396 Community banking$545,671 $— $— $— $545,671 
Specialty financeSpecialty finance39,938 629 40,567 Specialty finance40,105 — — (440)39,665 
Wealth managementWealth management69,373 69,373 Wealth management69,373 — — — 69,373 
Total Total$645,707 $$$629 $646,336  Total$655,149 $— $— $(440)$654,709 

The specialty finance unit’s goodwill increased $629,000decreased $440,000 in the first six months of 20212022 as a result of foreign currency translation adjustments related to the Canadian acquisitions.

The Company assesses each reporting unit’s goodwill for impairment on at least an annual basis and considers potential indicators of impairment at each reporting date between annual goodwill impairment tests. At October 1, 2020,2021, the Company utilized a quantitative approach for its annual goodwill impairment tests of the banking, specialty finance and wealth management reporting units and determined that no impairment existed at that time.

At each reporting date between annual goodwill impairment tests, the Company considers potential indicators of impairment. Given the current and prior economic uncertainty and volatility surrounding COVID-19, the Company assessed whether such events and circumstances resulted in it being more likely than not that the fair value of any reporting unit was less than its carrying value. Potential impairment indicators considered include the condition of the economy and banking industry; government intervention and regulatory updates; the impact of recent events to financial performance and cost factors of the reporting units; performance of the Company’s stock and other relevant events.

At the conclusion of this assessment of all reporting units, the Company determined that as of June 30, 2021,2022, it was more likely than not that the fair value of all reporting units exceeded the respective carrying value of such reporting unit.

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A summary of acquisition-related intangible assets as of the dates shown and the expected amortization of finite-lived acquisition-related intangible assets as of June 30, 20212022 is as follows:
(In thousands)(In thousands)June 30,
2021
December 31,
2020
June 30,
2020
(In thousands)June 30,
2022
December 31,
2021
June 30,
2021
Community banking segment:Community banking segment:Community banking segment:
Core deposit intangibles with finite lives:Core deposit intangibles with finite lives:Core deposit intangibles with finite lives:
Gross carrying amountGross carrying amount$55,206 $55,206 $55,206 Gross carrying amount$55,206 $55,206 $55,206 
Accumulated amortizationAccumulated amortization(35,549)(32,680)(29,673)Accumulated amortization(40,404)(38,067)(35,549)
Net carrying amount Net carrying amount$19,657 $22,526 $25,533  Net carrying amount$14,802 $17,139 $19,657 
Trademark with indefinite lives:Trademark with indefinite lives:Trademark with indefinite lives:
Carrying amountCarrying amount5,800 5,800 5,800 Carrying amount5,800 5,800 5,800 
Total net carrying amountTotal net carrying amount$25,457 $28,326 $31,333 Total net carrying amount$20,602 $22,939 $25,457 
Specialty finance segment:Specialty finance segment:Specialty finance segment:
Customer list intangibles with finite lives:Customer list intangibles with finite lives:Customer list intangibles with finite lives:
Gross carrying amountGross carrying amount$1,969 $1,966 $1,959 Gross carrying amount$1,966 $1,967 $1,969 
Accumulated amortizationAccumulated amortization(1,686)(1,644)(1,602)Accumulated amortization(1,756)(1,721)(1,686)
Net carrying amount Net carrying amount$283 $322 $357  Net carrying amount$210 $246 $283 
Wealth management segment:Wealth management segment:Wealth management segment:
Customer list and other intangibles with finite lives:Customer list and other intangibles with finite lives:Customer list and other intangibles with finite lives:
Gross carrying amountGross carrying amount$20,430 $20,430 $20,430 Gross carrying amount$20,430 $20,430 $20,430 
Accumulated amortizationAccumulated amortization(14,173)(13,038)(10,752)Accumulated amortization(16,124)(15,308)(14,173)
Net carrying amount Net carrying amount$6,257 $7,392 $9,678  Net carrying amount$4,306 $5,122 $6,257 
Total intangible assets:
Total acquisition-related intangible assets:Total acquisition-related intangible assets:
Gross carrying amountGross carrying amount$83,405 $83,402 $83,395 Gross carrying amount$83,402 $83,403 $83,405 
Accumulated amortizationAccumulated amortization(51,408)(47,362)(42,027)Accumulated amortization(58,284)(55,096)(51,408)
Total intangible assets, net$31,997 $36,040 $41,368 
Total other acquisition-related intangible assets, netTotal other acquisition-related intangible assets, net$25,118 $28,307 $31,997 
Estimated amortization
Actual in six months ended June 30, 20212022$4,0463,188 
Estimated remaining in 20213,687
Estimated—20226,1142,923 
Estimated—20234,658 
Estimated—20243,259 
Estimated—20252,552
Estimated—20261,954 

The core deposit intangibles recognized in connection with prior bank acquisitions are amortized over a ten-year period on an accelerated basis. The customer list intangibles recognized in connection with the purchase of life insurance premium finance assets in 2009 are being amortized over an 18-year period on an accelerated basis. The customer list and other intangibles recognized in connection with prior acquisitions within the wealth management segment are being amortized over a period of up to ten years on a straight-line basis. Indefinite-lived intangible assets consist of certain trade and domain names recognized in connection with the acquisition of certain assets of Veterans First Mortgage in 2018. As indefinite-lived intangible assets are not amortized, the Company assesses impairment on at least an annual basis.

Total amortization expense associated with finite-lived acquisition-related intangibles totaled approximately $4.0$3.2 million and $5.7$4.0 million for the six months ended June 30, 20212022 and 2020,2021, respectively.

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(8)(9) Mortgage Servicing Rights (“MSRs”)

The following is a summary of the changes in the carrying value of MSRs, accounted for at fair value, for the periods indicated:
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
June 30,June 30,June 30,June 30,June 30,June 30,June 30,June 30,
(In thousands)(In thousands)2021202020212020(In thousands)2022202120222021
Balance at beginning of the periodBalance at beginning of the period$124,316 $73,504 $92,081 $85,638 Balance at beginning of the period$199,146 $124,316 $147,571 $92,081 
Additions from loans sold with servicing retainedAdditions from loans sold with servicing retained17,512 20,351 42,128 29,798 Additions from loans sold with servicing retained11,210 17,512 25,611 42,128 
Estimate of changes in fair value due to:Estimate of changes in fair value due to:Estimate of changes in fair value due to:
Early buyout options (“EBO”) exercisedEarly buyout options (“EBO”) exercised(144)(402)Early buyout options (“EBO”) exercised(1)(144)(176)(402)
Payoffs and paydownsPayoffs and paydowns(8,540)(8,670)(18,708)(15,694)Payoffs and paydowns(6,838)(8,540)(12,854)(18,708)
Changes in valuation inputs or assumptionsChanges in valuation inputs or assumptions(5,540)(7,982)12,505 (22,539)Changes in valuation inputs or assumptions9,147 (5,540)52,512 12,505 
Fair value at end of the periodFair value at end of the period$127,604 $77,203 $127,604 $77,203 Fair value at end of the period$212,664 $127,604 $212,664 $127,604 
Unpaid principal balance of mortgage loans serviced for othersUnpaid principal balance of mortgage loans serviced for others$12,307,337 $9,188,285 Unpaid principal balance of mortgage loans serviced for others$13,643,623 $12,307,337 

The Company recognizes MSR assets upon the sale of residential real estate loans to external third parties when it retains the obligation to service the loans and the servicing fee is more than adequate compensation. The initial recognition of MSR assets from loans sold with servicing retained and subsequent changes in fair value of all MSRs are recognized in mortgage banking revenue. MSRs are subject to changes in value from actual and expected prepayment of the underlying loans.

The estimation of fair value related to MSRs is partly impacted by the Company exercising its EBO on eligible loans previously sold to the Government National Mortgage Association (“GNMA”). Under such optional repurchase program, financial institutions acting as servicers are allowed to buy back from the securitized loan pool individual delinquent mortgage loans meeting certain criteria for which the institution was the original transferor of such loans. At the option of the servicer and without prior authorization from GNMA, the servicer may repurchase such delinquent loans for an amount equal to the remaining principal balance of the loan. At the time of such repurchase, any MSR value related to such loans is derecognized.

Starting in 2019, the Company periodically purchased options for the right to purchase securities not currently held within the banks’ investment portfolios and entered into interest rate swaps in which the Company elected to not designate such derivatives as hedging instruments. These option and swap transactions were designed primarily to economically hedge a portion of the fair value adjustments related to MSRs. During the second quarter of 2020, the Company terminated these interest rate swaps. There were no such options or interest rate swaps outstanding as of June 30, 2021. For more information regarding these hedges, see Note 14 - Derivative Financial Instruments in Item 1 of this report.

The MSR asset fair value is determined by using a discounted cash flow model that incorporates the objective characteristics of the portfolio as well as subjective valuation parameters that purchasers of servicing would apply to such portfolios sold into the secondary market. The subjective factors include loan prepayment speeds, discount rates, servicing costs and other economic factors. The Company uses a third party to assist in the valuation of MSRs.

Periodically, the Company will purchase options for the right to purchase securities not currently held within the banks’ investment portfolios or enter into interest rate swaps in which the Company elects to not designate such derivatives as hedging instruments. These option and swap transactions are designed primarily to economically hedge a portion of the fair value adjustments related to the Company’s MSRs. The gain or loss associated with these derivative contracts is included in mortgage banking revenue. There were no such options or swaps outstanding as of June 30, 2022 or June 30, 2021. For more information regarding these hedges, see Note 15 - Derivative Financial Instruments in Item 1 of this report.


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(9)(10) Deposits

The following table is a summary of deposits as of the dates shown: 
(Dollars in thousands)(Dollars in thousands)June 30,
2021
December 31,
2020
June 30,
2020
(Dollars in thousands)June 30,
2022
December 31,
2021
June 30,
2021
Balance:Balance:Balance:
Non-interest-bearingNon-interest-bearing$12,796,110 $11,748,455 $10,204,791 Non-interest-bearing$13,855,844 $14,179,980 $12,796,110 
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits3,625,538 3,349,021 3,440,348 NOW and interest-bearing demand deposits5,918,908 4,646,944 3,933,167 
Wealth management depositsWealth management deposits4,399,303 4,138,712 4,433,020 Wealth management deposits3,182,407 2,612,759 2,150,851 
Money marketMoney market9,843,390 9,348,806 9,288,976 Money market12,273,350 12,840,432 11,784,213 
SavingsSavings3,776,400 3,531,029 3,447,352 Savings3,686,596 3,846,681 3,776,400 
Time certificates of depositTime certificates of deposit4,363,875 4,976,628 4,837,387 Time certificates of deposit3,676,221 3,968,789 4,363,875 
Total depositsTotal deposits$38,804,616 $37,092,651 $35,651,874 Total deposits$42,593,326 $42,095,585 $38,804,616 
Mix:Mix:Mix:
Non-interest-bearingNon-interest-bearing33 %32 %29 %Non-interest-bearing33 %34 %33 %
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits9 10 NOW and interest-bearing demand deposits13 11 10 
Wealth management depositsWealth management deposits11 11 12 Wealth management deposits7 
Money marketMoney market25 25 25 Money market29 31 30 
SavingsSavings10 10 10 Savings9 10 
Time certificates of depositTime certificates of deposit12 13 14 Time certificates of deposit9 12 
Total depositsTotal deposits100 %100 %100 %Total deposits100 %100 %100 %

Wealth management deposits represent deposit balances (primarily money market accounts) at the Company’s subsidiary banks from brokerage customers of Wintrust Investments, LLC (“Wintrust Investments”), Chicago Deferred Exchange Company (“CDEC”), and trust and asset management customers of the Company and brokerage customers from unaffiliated companies.Company.

(10)(11) FHLB Advances, Other Borrowings and Subordinated Notes

The following table is a summary of FHLB advances, other borrowings and subordinated notes as of the dates shown:
(In thousands)(In thousands)June 30,
2021
December 31,
2020
June 30,
2020
(In thousands)June 30,
2022
December 31,
2021
June 30,
2021
FHLB advancesFHLB advances$1,241,071 $1,228,429 $1,228,416 FHLB advances$1,166,071 $1,241,071 $1,241,071 
Other borrowings:Other borrowings:Other borrowings:
Notes payableNotes payable91,016 101,710 112,401 Notes payable69,619 80,319 91,016 
Short-term borrowingsShort-term borrowings15,597 11,366 8,458 Short-term borrowings16,418 9,198 15,597 
Secured borrowingsSecured borrowings334,467 341,327 347,663 
OtherOther64,217 65,108 65,980 Other62,283 63,292 64,217 
Secured borrowings347,663 340,744 321,696 
Total other borrowingsTotal other borrowings518,493 518,928 508,535 Total other borrowings482,787 494,136 518,493 
Subordinated notesSubordinated notes436,719 436,506 436,298 Subordinated notes437,162 436,938 436,719 
Total FHLB advances, other borrowings and subordinated notesTotal FHLB advances, other borrowings and subordinated notes$2,196,283 $2,183,863 $2,173,249 Total FHLB advances, other borrowings and subordinated notes$2,086,020 $2,172,145 $2,196,283 

FHLB Advances

FHLB advances consist of obligations of the banks and are collateralized by qualifying commercial and residential real estate and home equity loans and certain securities. FHLB advances are stated at par value of the debt adjusted for unamortized prepayment fees paid at the time of prior restructurings of FHLB advances, unamortized fair value adjustments recorded in connection with advances acquired through acquisitions and debt issuance costs.

Notes Payable

On September 18, 2018, the Company established a $150.0 million term facility ("(“Term Facility"Facility”), which is part of a $200.0 million loan agreement ("(“Credit Agreement"Agreement”) with unaffiliated banks. The Credit Agreement consists of the Term Facility with an original
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an original outstanding balance of $150.0 million and a $50.0$100.0 million revolving credit facility ("(“Revolving Credit Facility"Facility”). At June 30, 2021,2022, the Company had a notes payable balance of $91.0$69.6 million under the Term Facility. The Term Facility is stated at par of the current outstanding balance of the debt adjusted for unamortized costs paid by the Company in relation to the debt issuance. The Company was contractually required to borrow the entire amount of the Term Facility on September 18, 2018 and all such borrowings must be repaid by September 18, 2023. Beginning December 31, 2018, theThe Company is required to make quarterly payments of principal plus interest on the Term Facility. At June 30, 2021,2022, the Company had 0no outstanding balance under the Revolving Credit Facility. Unamortized costs paid by the Company in relation to the issuance of the Revolving Credit Facility are classified in other assets on the Consolidated Statements of Condition.

An amendment to the Credit Agreement was executed on and effective as of September 15, 2020. The amendment provided for, among other things, extension of the maturity date under the Revolving Credit Facility to September 14, 2021, revision of certain financial covenants;covenants and the addition of a mechanism to replace LIBOR with an alternate benchmark rate. Another amendment to the Credit Agreement was executed on and effective as of September 14, 2021, which provided for, among other things, extension of the maturity date under the Revolving Credit Facility to September 13, 2022. A further amendment to the Credit Agreement was executed on and effective as of December 23, 2021, which provided for, among other things, a $50.0 million increase to the commitment balance of the Revolving Credit Facility to $100.0 million and the addition of SOFR language for the Revolving Credit Facility.

Borrowings under the amended Credit Agreement that are considered “Base Rate Loans” bear interest at a rate equal to the sum of (1) 60 basis points (in the case of a borrowing under the Revolving Credit Facility) or 75 basis points (in the case of a borrowing under the Term Facility) plus (2) the highest of (a) the lenders prime rate, (b) the federal funds rate plus 50 basis points, (b)and (c) Term SOFR for a one-month tenor in effect on such day plus 110 basis points (in the lender's prime rate,case of a borrowing under the Revolving Credit Facility) or (c) the Eurodollar Rate (as defined below) that would be applicable for an interest period of one month plus 100 basis points.points (in the case of a borrowing under the Term Facility). Borrowings under the agreement that are considered “Eurodollar Rate“Term SOFR Loans” bear interest at a rate equal to the sum of (1) 135145 basis points (in the case of a borrowing under the Revolving Credit Facility) or 125 basis points if considered “Eurodollar Rate Loans” (in the case of a borrowing under the Term Facility) plus (2) the LIBORSOFR rate for the applicable period, as adjusted for statutory reserve requirements for eurocurrency liabilities (the “Eurodollar Rate”). A commitment fee is payable quarterly equal to 0.30% of the actual daily amount by which the lenders'lenders’ commitment under the Revolving Credit Facility exceeded the amount outstanding under such facility.

Borrowings under the amended Credit Agreement are secured by pledges of and first priority perfected security interests in the Company'sCompany’s equity interest in its bank subsidiaries and contain several restrictive covenants, including the maintenance of various capital adequacy levels, asset quality and profitability ratios, and certain restrictions on dividends and other indebtedness. In September 2020, the required levels to maintain for certain restrictive covenants within the Credit Agreement were amended. At June 30, 2021,2022, the Company was in compliance with all such covenants. The Revolving Credit Facility and the Term Facility are available to be utilized, as needed, to provide capital to fund continued growth at the Company’s banks and to serve as an interim source of funds for acquisitions, common stock repurchases or other general corporate purposes.

Short-term Borrowings

Short-term borrowings include securities sold under repurchase agreements and federal funds purchased. These borrowings totaled $15.6 million at June 30, 2021 compared to $11.4 million at December 31, 2020 and $8.5 million at June 30, 2020. At June 30, 2021, December 31, 2020 and June 30, 2020, securities sold under repurchase agreements represent $15.6 million, $11.4 million and $8.5 million, respectively, of customer sweep accounts in connection with master repurchase agreements at the banks. These borrowings totaled $16.4 million at June 30, 2022 compared to $9.2 million at December 31, 2021 and $15.6 million at June 30, 2021. The Company records securities sold under repurchase agreements at their gross value and does not offset positions on the Consolidated Statements of Condition. As of June 30, 2021,2022, the Company had pledged securities related to its customer balances in sweep accounts of $22.3$25.9 million. Securities pledged for customer balances in sweep accounts and short-term borrowings from brokers are maintained under the Company’s control and consist of mortgage-backed securities. These securities are included in the available-for-sale portfolio as reflected on the Company’s Consolidated Statements of Condition.

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The following is a summary of these securities pledged as of June 30, 20212022 disaggregated by investment category and maturity of the related customer sweep account, and reconciled to the outstanding balance of securities sold under repurchase agreements:
(In thousands)Overnight Sweep Collateral
Available-for-sale securities pledged
U.S. Government agencies$10,898
Mortgage-backed securities11,434$25,927 
Total collateral pledged22,33225,927 
Excess collateral6,7359,509 
Securities sold under repurchase agreements$15,59716,418 

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Other Borrowings

Other borrowings at June 30, 20212022 represent a fixed-rate promissory note issued by the Company in June 2017 and amended in March 2020 ("and in October 2021 (“Fixed-Rate Promissory Note"Note”) related to and secured by 3 office buildings owned by the Company. At June 30, 2021,2022, the Fixed-Rate Promissory Note had a balance of $64.2$62.3 million compared to $65.1$63.3 million at December 31, 20202021 and $66.0$64.2 million at June 30, 2020. Under the Fixed-Rate Promissory Note, during the three months ended March 31, 2020, the Company made monthly principal payments and paid interest at a fixed rate of 3.36%.2021. An amendment to the Fixed-Rate Promissory Note was executed on and effective as of March 31, 2020. The amendment increased the principal amount to $66.4 million, reduced the interest rate to 3.00% and extended the maturity date to March 31, 2025. A second amendment to the Fixed-Rate Promissory Note was executed and effective as of October 6, 2021 which reduced the interest rate to 1.70%. Under the Fixed-Rate Promissory Note, during the six months ended June 30, 2022, the Company made monthly principal payments and paid interest at a fixed rate of 1.70%. The Fixed-Rate Promissory Note contains several restrictive covenants, including the maintenance of various capital adequacy levels, asset quality and profitability ratios, and certain restrictions on dividends and indebtedness. At June 30, 2021,2022, the Company was in compliance with all such covenants.

Secured Borrowings

Secured borrowings at June 30, 20212022 primarily representsrepresent transactions to sell an undivided co-ownership interest in all receivables owed to the Company'sCompany’s subsidiary, First Insurance Funding of Canada ("(“FIFC Canada"Canada”). In December 2014, FIFC Canada sold such interest to an unrelated third party in exchange for a cash payment of approximately C$150 million pursuant to a receivables purchase agreement (“Receivables Purchase Agreement”). The Receivables Purchase Agreement was amended in December 2015, effectively extending the maturity date from December 15, 2015Amendments to December 15, 2017. Additionally, at that time, the unrelated third party paid an additional C$10 million, which increased the total payments to C$160 million. The Receivables Purchase Agreement was again amended in December 2017, effectively extending the maturity date from December 15, 2017 to December 16, 2019. Additionally, in December 2017, the unrelated third party paid an additional C$10 million, which increased the total payments to C$170 million. In June 2018, the unrelated third party paid an additional C$20 million, which increased the total payments to C$190 million. The Receivables Purchase Agreement was again amended in February 2019, effectively extending the maturity date from December 16, 2019 to December 15, 2020. Additionally, in February 2019, the unrelated third party paid an additional C$20 million, which increased the total payments to C$210 million. In May 2019, the unrelated third party paid an additional C$70 million, which increased the total payments to C$280 million. In January 2020, the unrelated third party paid an additional C$40 million, which increased the total payments to C$320 million, and the Receivables Purchase Agreement was amended to effectively extend the maturity date from December 15, 2020 to December 15, 2021. In May 2020, the unrelated third party paid an additional C$100 million, whichsince issuance increased the total payments to C$420 million. In January 2021, the Receivables Purchase Agreement was amended to effectively extendmillion and extended the maturity date from December 15, 2021 to December 15, 2022.2023. These transactions were not considered sales of receivables and, as such, related proceeds received are reflected on the Company’s Consolidated Statements of Condition as a secured borrowing owed to the unrelated third party, net of unamortized debt issuance costs, and translated to the Company’s reporting currency as of the respective date. At June 30, 2021,2022, the translated balance of the secured borrowing totaled $338.5$326.0 million compared to $329.9$332.2 million at December 31, 20202021 and $309.1$338.5 million at June 30, 2020. Additionally, the2021. The interest rate under the Receivables Purchase Agreement at June 30, 2021 was 1.0790%. is the Canadian Commercial Paper Rate plus 78 basis points.

The remaining $9.1$8.5 million within secured borrowings at June 30, 20212022 represents other sold interests in certain loans by the Company that were not considered sales and, as such, related proceeds received are reflected on the Company’s Consolidated Statements of Condition as a secured borrowing owed to the various unrelated third parties.

Subordinated Notes

At June 30, 2021,2022, the Company had outstanding subordinated notes totaling $436.7$437.2 million compared to $436.5$436.9 million and $436.3$436.7 million outstanding at December 31, 20202021 and June 30, 2020,2021, respectively. During the second quarter of 2019, the Company issued $300.0 million of subordinated notes, receiving $296.7 million in net proceeds. The subordinated notes have a stated interest rate of 4.85% and mature in June 2029. In 2014, the Company issued $140.0 million of subordinated notes receiving $139.1 million in net proceeds. The subordinated notes have a stated interest rate of 5.00% and mature in June 2024. Subordinated notes are stated at par adjusted for unamortized issuance costs paid related to such debt.

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(11)(12) Junior Subordinated Debentures

As of June 30, 2021,2022, the Company owned 100% of the common securities of 11 trusts, Wintrust Capital Trust III, Wintrust Statutory Trust IV, Wintrust Statutory Trust V, Wintrust Capital Trust VII, Wintrust Capital Trust VIII, Wintrust Capital Trust IX, Northview Capital Trust I, Town Bankshares Capital Trust I, First Northwest Capital Trust I, Suburban Illinois Capital Trust II, and Community Financial Shares Statutory Trust II (the “Trusts”) set up to provide long-term financing. The Northview, Town, First Northwest, Suburban, and Community Financial Shares capital trusts were acquired as part of the acquisitions of Northview Financial Corporation, Town Bankshares, Ltd., First Northwest Bancorp, Inc., Suburban Illinois
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Bancorp, Inc. and Community Financial Shares, Inc., respectively. The Trusts were formed for purposes of issuing trust preferred securities to third-party investors and investing the proceeds from the issuance of the trust preferred securities and common securities solely in junior subordinated debentures issued by the Company (or assumed by the Company in connection with an acquisition), with the same maturities and interest rates as the trust preferred securities. The junior subordinated debentures are the sole assets of the Trusts. In each Trust, the common securities represent approximately 3% of the junior subordinated debentures and the trust preferred securities represent approximately 97% of the junior subordinated debentures.

The Trusts are reported in the Company’s consolidated financial statements as unconsolidated subsidiaries. Accordingly, in the Consolidated Statements of Condition, the junior subordinated debentures issued by the Company to the Trusts are reported as liabilities and the common securities of the Trusts, all of which are owned by the Company, are included in investment securities.

The following table provides a summary of the Company’s junior subordinated debentures as of June 30, 2021.2022. The junior subordinated debentures represent the par value of the obligations owed to the Trusts.
(Dollars in thousands)(Dollars in thousands)Common
Securities
Trust 
Preferred
Securities
Junior
Subordinated
Debentures
Rate
Structure
Contractual Rate
at 6/30/2021
Issue
Date
Maturity
Date
Earliest
Redemption
Date
(Dollars in thousands)Common
Securities
Trust 
Preferred
Securities
Junior
Subordinated
Debentures
Rate
Structure
Contractual Rate
at 6/30/2022
Issue
Date
Maturity
Date
Earliest
Redemption
Date
Wintrust Capital Trust IIIWintrust Capital Trust III$774 $25,000 $25,774 L+3.253.43 %04/200304/203304/2008Wintrust Capital Trust III$774 $25,000 $25,774 L+3.254.29 %04/200304/203304/2008
Wintrust Statutory Trust IVWintrust Statutory Trust IV619 20,000 20,619 L+2.802.95 %12/200312/203312/2008Wintrust Statutory Trust IV619 20,000 20,619 L+2.805.05 %12/200312/203312/2008
Wintrust Statutory Trust VWintrust Statutory Trust V1,238 40,000 41,238 L+2.602.75 %05/200405/203406/2009Wintrust Statutory Trust V1,238 40,000 41,238 L+2.604.85 %05/200405/203406/2009
Wintrust Capital Trust VIIWintrust Capital Trust VII1,550 50,000 51,550 L+1.952.07 %12/200403/203503/2010Wintrust Capital Trust VII1,550 50,000 51,550 L+1.953.78 %12/200403/203503/2010
Wintrust Capital Trust VIIIWintrust Capital Trust VIII1,238 25,000 26,238 L+1.451.60 %08/200509/203509/2010Wintrust Capital Trust VIII1,238 25,000 26,238 L+1.453.70 %08/200509/203509/2010
Wintrust Capital Trust IXWintrust Capital Trust IX1,547 50,000 51,547 L+1.631.75 %09/200609/203609/2011Wintrust Capital Trust IX1,547 50,000 51,547 L+1.633.46 %09/200609/203609/2011
Northview Capital Trust INorthview Capital Trust I186 6,000 6,186 L+3.003.18 %08/200311/203308/2008Northview Capital Trust I186 6,000 6,186 L+3.004.29 %08/200311/203308/2008
Town Bankshares Capital Trust ITown Bankshares Capital Trust I186 6,000 6,186 L+3.003.18 %08/200311/203308/2008Town Bankshares Capital Trust I186 6,000 6,186 L+3.004.29 %08/200311/203308/2008
First Northwest Capital Trust IFirst Northwest Capital Trust I155 5,000 5,155 L+3.003.15 %05/200405/203405/2009First Northwest Capital Trust I155 5,000 5,155 L+3.005.25 %05/200405/203405/2009
Suburban Illinois Capital Trust IISuburban Illinois Capital Trust II464 15,000 15,464 L+1.751.87 %12/200612/203612/2011Suburban Illinois Capital Trust II464 15,000 15,464 L+1.753.58 %12/200612/203612/2011
Community Financial Shares Statutory Trust IICommunity Financial Shares Statutory Trust II109 3,500 3,609 L+1.621.74 %06/200709/203706/2012Community Financial Shares Statutory Trust II109 3,500 3,609 L+1.623.45 %06/200709/203706/2012
TotalTotal$253,566 2.33 %Total$253,566 4.07 %

The junior subordinated debentures totaled $253.6 million at June 30, 2021,2022, December 31, 20202021 and June 30, 2020.2021.

The interest rates on the variable rate junior subordinated debentures are based on the three-month LIBOR rate and reset on a quarterly basis. At June 30, 2021,2022, the weighted average contractual interest rate on the junior subordinated debentures was 2.33%4.07%. ThePrior to 2021, the Company entered into interest rate swaps with an aggregate notional value of $210.0 million to hedge the variable cash flows on certain junior subordinated debentures. The hedge-adjusted contractualSuch interest rate on the junior subordinated debentures as ofswaps matured in 2021 and no separate hedging derivatives were outstanding at June 30, 2021, was 3.97%.2022. Distributions on the common and preferred securities issued by the Trusts are payable quarterly at a rate per annum equal to the interest rates being earned by the Trusts on the junior subordinated debentures. Interest expense on the junior subordinated debentures is deductible for income tax purposes.

The Company has guaranteed the payment of distributions and payments upon liquidation or redemption of the trust preferred securities, in each case to the extent of funds held by the Trusts. The Company and the Trusts believe that, taken together, the obligations of the Company under the guarantees, the junior subordinated debentures, and other related agreements provide, in the aggregate, a full, irrevocable and unconditional guarantee, on a subordinated basis, of all of the obligations of the Trusts under the trust preferred securities. Subject to certain limitations, the Company has the right to defer the payment of interest on the junior subordinated debentures at any time, or from time to time, for a period not to exceed 20 consecutive quarters. The trust preferred securities are subject to mandatory redemption, in whole or in part, upon repayment of the junior subordinated debentures at maturity or their earlier redemption. The junior subordinated debentures are redeemable in whole or in part prior to maturity at any time after the earliest redemption dates shown in the table, and earlier at the discretion of the Company if
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certain conditions are met, and, in any event, only after the Company has obtained Federal Reserve Bank ("FRB"(“FRB”) approval, if then required under applicable guidelines or regulations.

At June 30, 2021,2022, the Company included $245.5 million of the junior subordinated debentures, net of common securities, in Tier 2 regulatory capital.

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(12)(13) Revenue from Contracts with Customers

Disaggregation of Revenue

The following table presents revenue from contracts with customers, disaggregated by the revenue source:
(Dollars in thousands)(Dollars in thousands)Three Months EndedSix Months Ended(Dollars in thousands)Three Months EndedSix Months Ended
Revenue from contracts with customersRevenue from contracts with customersLocation in income statementJune 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
Revenue from contracts with customersLocation in income statementJune 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Brokerage and insurance product commissionsBrokerage and insurance product commissionsWealth management$5,148 $4,147 $10,188 $9,428 Brokerage and insurance product commissionsWealth management$4,272 $5,148 $8,904 $10,188 
TrustTrustWealth management5,379 4,248 10,396 9,539 TrustWealth management7,585 5,379 13,184 10,396 
Asset managementAsset managementWealth management20,163 14,241 39,415 29,610 Asset managementWealth management19,512 20,163 40,675 39,415 
Total wealth managementTotal wealth management30,690 22,636 59,999 48,577 Total wealth management31,369 30,690 62,763 59,999 
Mortgage broker feesMortgage broker feesMortgage banking114 174 190 227 Mortgage broker feesMortgage banking134 114 556 190 
Service charges on deposit accountsService charges on deposit accountsService charges on deposit accounts13,249 10,420 25,285 21,685 Service charges on deposit accountsService charges on deposit accounts15,888 13,249 31,171 25,285 
Administrative servicesAdministrative servicesOther non-interest income1,228 933 2,484 2,045 Administrative servicesOther non-interest income1,591 1,228 3,444 2,484 
Card related feesOther non-interest income2,187 1,379 3,961 3,485 
Other deposit related feesOther non-interest income3,265 2,914 6,582 6,092 
Card-related feesCard-related feesOther non-interest income2,892 2,187 5,317 3,961 
Other deposit-related feesOther deposit-related feesOther non-interest income3,370 3,265 6,545 6,582 
Total revenue from contracts with customersTotal revenue from contracts with customers$50,733 $38,456 $98,501 $82,111 Total revenue from contracts with customers$55,244 $50,733 $109,796 $98,501 

Wealth Management Revenue

Wealth management revenue is comprised of brokerage and insurance product commissions, managed money fees and trust and asset management revenue of the Company's 4 wealth management subsidiaries: Wintrust Investments, Great Lakes Advisors, LLC ("GLA"), The Chicago Trust Company, N.A. ("CTC") and CDEC. All wealth management revenue is recognized in the wealth management segment.

Brokerage and insurance product commissions consists primarily of commissions earned from trade execution services on behalf of customers and from selling mutual funds, insurance and other investment products to customers. For trade execution services, the Company recognizes commissions and receives payment from the brokerage customers at the point of transaction execution. Commissions received from the investment or insurance product providers are recognized at the point of sale of the product. The Company also receives trail and other commissions from providers for certain plans. These are generally based on qualifying account values and are recognized once the performance obligation, specific to each provider, is satisfied on a monthly, quarterly or annual basis.

Trust revenue is earned primarily from trust and custody services that are generally performed over time as well as fees earned on funds held during the facilitation of tax-deferred like-kind exchange transactions. Revenue is determined periodically based on a schedule of fees applied to the value of each customer account using a time-elapsed method to measure progress toward complete satisfaction of the performance obligation. Fees are typically billed on a calendar month or quarterquarterly basis in advance or in arrears depending upon the contract. Upfront fees received related to the facilitation of tax-deferred like-kind exchange transactions are deferred until the transaction is completed. Additional fees earned for certain extraordinary services performed on behalf of the customers are recognized when the service has been performed.
Asset management revenue is earned from money management and advisory services that are performed over time. Revenue is based primarily on the market value of assets under management or administration using a time-elapsed method to measure progress toward complete satisfaction of the performance obligation. Fees are typically billed on a calendar month or quarter basis in advance or in arrears depending upon the contract. Certain programs provide the customer with an option of paying fees as a percentage of the account value or incurring commission charges for each trade similar to brokerage and insurance
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product commissions. Trade commissions and any other fees received for additional services are recognized at athe point in time oncewhen the performance obligation ishas been satisfied.

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Mortgage Broker Fees

For customers desiring a mortgage product not currently offered by the Company, the Company may refer such customers and, with permission, direct such customers' applications to certain third party mortgage brokers. Mortgage broker fees are received from these brokers for such customer referrals upon settlement of the underlying mortgage. The Company's entitlement to the consideration is contingent on the settlement of the mortgage which is highly susceptible to factors outside of the Company's influence, such as third party broker's underwriting requirements. Also, the uncertainty surrounding the consideration could be resolved in varying lengths of time, dependent upon the third party brokers. Therefore, mortgage broker fees are recognized at the settlement of the underlying mortgage when the consideration is received. Broker fees are recognized in the community banking segment.

Service Charges on Deposit Accounts

Service charges on deposit accounts include fees charged to deposit customers for various services, including account analysis services, and are based on factors such as the size and type of customer, type of product and number of transactions. The fees are based on a standard schedule of fees and, depending on the nature of the service performed, the service is performed at a point in time or over a period of a month. When the service is performed at a point in time, the Company recognizes and receives revenue when the service has been performed. When the service is performed over a period of a month, the Company recognizes and receives revenue in the month the service has been performed. Service charges on deposit accounts are recognized in the community banking segment.

Administrative Services

Administrative services revenue is earned from providing outsourced administrative services, such as data processing of payrolls, billing and cash management services, to temporary staffing service clients located throughout the United States. Fees are charged periodically (typically once within a payroll cycle) and computed in accordance with the contractually determined rate applied to the total gross billings administered for the period. The revenue is recognized over the period using a time-elapsed method to measure progress toward complete satisfaction of the performance obligation. Other fees are charged on a per occurrence basis as the service is provided in the billing cycle. The Company has certain contracts with customers to perform outsourced administrative services and short-term accounts receivable financing. For these contracts, the total fee is allocated between the administrative services revenue and interest income during the client onboarding process based on the specific client and services provided. Administrative services revenue is recognized in the specialty finance segment.

Card and Other Deposit RelatedDeposit-Related Fees

Card relatedCard-related fees include interchange and merchant revenue, and fees related to debit and credit cards. Interchange revenue is related to the Company issuedCompany-issued debit cards. Other deposit relateddeposit-related fees primarily include pay by phone processing fees, ATM and safe deposit box fees, check order charges and foreign currency related fees. Card and deposit relateddeposit-related fees are generally based on volume of transactions and are recognized at the point in time when the service has been performed. For any consideration that is constrained, the revenue is recognized once the uncertainty isbecomes known. Upfront fees received from certain contracts are recognized on a straight line basis over the term of the contract. Card and deposit relateddeposit-related fees are recognized in the community banking segment.

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Contract Balances

The following table provides information about contract assets, contract liabilities and receivables from contracts with customers:
(Dollars in thousands)(Dollars in thousands)June 30,
2021
December 31,
2020
June 30,
2020
(Dollars in thousands)June 30,
2022
December 31,
2021
June 30,
2021
Contract assetsContract assets$0 $$Contract assets$ $— $— 
Contract liabilitiesContract liabilities$1,704 $1,548 $665 Contract liabilities$1,484 $1,588 $1,704 
Mortgage broker fees receivableMortgage broker fees receivable$11 $20 $59 Mortgage broker fees receivable$27 $73 $11 
Administrative services receivableAdministrative services receivable199 64 161 Administrative services receivable220 68 199 
Wealth management receivableWealth management receivable11,274 10,144 10,297 Wealth management receivable11,756 11,748 11,274 
Card related fees receivable1,556 783 
Card-related fees receivableCard-related fees receivable484 921 1,556 
Total receivables from contracts with customerTotal receivables from contracts with customer$13,040 $11,011 $10,517 Total receivables from contracts with customer$12,487 $12,810 $13,040 

Contract liabilities represent upfront fees that the Company received at inception of certain contracts. The revenue recognized that was included in the contract liability balance at beginning of the period totaled $698,000$610,000 and $1.1 million$698,000 for the six months ended June 30, 20212022 and 2020,2021, respectively. Receivables are recognized in the period the Company provides services and when the Company's right to consideration is unconditional. Card relatedThe card-related fee receivable is the result of volume based feevolume-based fees that the Company receives from a customer on an annual basis in the second quarter of each year. Payment terms on other invoiced amounts are typically 30 days or less. Contract liabilities and receivables from contracts with customers are included within the accrued interest payable and other liabilities and accrued interest receivable and other assets line items, respectively, in the Consolidated Statements of Condition.

Transaction price allocated to the remaining performance obligations

The following table presents the estimated future timing of recognition of upfront fees related to card and deposit relateddeposit-related fees. These upfront fees represent performance obligations that are unsatisfied or partially unsatisfied at the end of the reporting period.

(Dollars in thousands)
Estimated remaining in 20212022$554
Estimated—2022400734 
Estimated—2023400 
Estimated—2024250 
Estimated—2025100 
Estimated—2026
Total$1,7041,484 

Practical Expedients and Exemptions

The Company does not adjust the promised amount of consideration for the effects of a significant financing component if the Company expects, at contract inception, that the period between when the Company transfers a promised service to a customer and when the customer pays for that service is one year or less.

The Company recognizes the incremental costs of obtaining a contract as an expense when incurred if the amortization period of the asset that the entity otherwise would have recognized is one year or less.

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(13)(14) Segment Information

The Company’s operations consist of 3 primary segments: community banking, specialty finance and wealth management.

The 3 reportable segments are strategic business units that are separately managed as they offer different products and services and have different marketing strategies. In addition, each segment’s customer base has varying characteristics and each segment has a different regulatory environment. While the Company’s management monitors each of the 15 bank subsidiaries’ operations and profitability separately, these subsidiaries have been aggregated into 1 reportable operating segment due to the similarities in products and services, customer base, operations, profitability measures, and economic characteristics.

For purposes of internal segment profitability, management allocates certain intersegment and parent company balances. Management allocates a portion of revenues to the specialty finance segment related to loans and leases originated by the specialty finance segment and sold or assigned to the community banking segment. Similarly, for purposes of analyzing the contribution from the wealth management segment, management allocates a portion of the net interest income earned by the community banking segment on deposit balances of customers of the wealth management segment to the wealth management segment. See Note 9 —10 - Deposits, for more information on these deposits. Finally, expenses incurred at the Wintrust parent company are allocated to each segment based on each segment's risk-weighted assets.

The segment financial information provided in the following table has been derived from the internal profitability reporting system used by management to monitor and manage the financial performance of the Company. The accounting policies of the segments are substantially similar to those described in “Summary of Significant Accounting Policies” in Note 1 of the Company’s 20202021 Form 10-K. The Company evaluates segment performance based on after-tax profit or loss and other appropriate profitability measures common to each segment.
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The following is a summary of certain operating information for reportable segments:
Three Months Ended$ Change in
Contribution
% Change  in
Contribution
Three Months Ended$ Change in
Contribution
% Change  in
Contribution
(Dollars in thousands)(Dollars in thousands)June 30,
2021
June 30,
2020
(Dollars in thousands)June 30,
2022
June 30,
2021
Net interest income:Net interest income:Net interest income:
Community BankingCommunity Banking$219,679 $205,678 $14,001 %Community Banking$261,726 $219,679 $42,047 19 %
Specialty FinanceSpecialty Finance45,194 42,415 2,779 Specialty Finance58,718 45,194 13,524 30 
Wealth ManagementWealth Management7,765 8,586 (821)(10)Wealth Management9,534 7,765 1,769 23 
Total Operating SegmentsTotal Operating Segments272,638 256,679 15,959 Total Operating Segments329,978 272,638 57,340 21 
Intersegment EliminationsIntersegment Eliminations6,952 6,452 500 Intersegment Eliminations7,826 6,952 874 13 
Consolidated net interest incomeConsolidated net interest income$279,590 $263,131 $16,459 %Consolidated net interest income$337,804 $279,590 $58,214 21 %
Provision for credit losses:Provision for credit losses:Provision for credit losses:
Community BankingCommunity Banking$(15,163)$132,149 $(147,312)NMCommunity Banking$20,225 $(15,163)$35,388 NM
Specialty FinanceSpecialty Finance(136)2,904 (3,040)NMSpecialty Finance192 (136)328 NM
Wealth ManagementWealth Management0 %Wealth Management — — — %
Total Operating SegmentsTotal Operating Segments(15,299)135,053 (150,352)NMTotal Operating Segments20,417 (15,299)35,716 NM
Intersegment EliminationsIntersegment Eliminations0 Intersegment Eliminations — — — 
Consolidated provision for credit lossesConsolidated provision for credit losses$(15,299)$135,053 $(150,352)NMConsolidated provision for credit losses$20,417 $(15,299)$35,716 NM
Non-interest income:Non-interest income:Non-interest income:
Community BankingCommunity Banking$90,410 $129,698 $(39,288)(30)%Community Banking$62,714 $90,410 $(27,696)(31)%
Specialty FinanceSpecialty Finance22,464 21,831 633 Specialty Finance24,992 22,464 2,528 11 
Wealth ManagementWealth Management31,843 24,465 7,378 30 Wealth Management30,226 31,843 (1,617)(5)
Total Operating SegmentsTotal Operating Segments144,717 175,994 (31,277)(18)Total Operating Segments117,932 144,717 (26,785)(19)
Intersegment EliminationsIntersegment Eliminations(15,344)(14,001)(1,343)10 Intersegment Eliminations(14,990)(15,344)354 (2)
Consolidated non-interest incomeConsolidated non-interest income$129,373 $161,993 $(32,620)(20)%Consolidated non-interest income$102,942 $129,373 $(26,431)(20)%
Net revenue:Net revenue:Net revenue:
Community BankingCommunity Banking$310,089 $335,376 $(25,287)(8)%Community Banking$324,440 $310,089 $14,351 %
Specialty FinanceSpecialty Finance67,658 64,246 3,412 Specialty Finance83,710 67,658 16,052 24 
Wealth ManagementWealth Management39,608 33,051 6,557 20 Wealth Management39,760 39,608 152 
Total Operating SegmentsTotal Operating Segments417,355 432,673 (15,318)(4)Total Operating Segments447,910 417,355 30,555 
Intersegment EliminationsIntersegment Eliminations(8,392)(7,549)(843)11 Intersegment Eliminations(7,164)(8,392)1,228 (15)
Consolidated net revenueConsolidated net revenue$408,963 $425,124 $(16,161)(4)%Consolidated net revenue$440,746 $408,963 $31,783 %
Segment profit (loss):
Segment profit:Segment profit:
Community BankingCommunity Banking$72,752 $(7,315)$80,067 NMCommunity Banking$54,647 $72,752 $(18,105)(25)%
Specialty FinanceSpecialty Finance23,850 22,688 1,162 %Specialty Finance30,558 23,850 6,708 28 
Wealth ManagementWealth Management8,507 6,286 2,221 35 Wealth Management9,308 8,507 801 
Consolidated net incomeConsolidated net income$105,109 $21,659 $83,450 385 %Consolidated net income$94,513 $105,109 $(10,596)(10)%
Segment assets:Segment assets:Segment assets:
Community BankingCommunity Banking$37,619,971 $35,560,107 $2,059,864 %Community Banking$40,098,458 $37,619,971 $2,478,487 %
Specialty FinanceSpecialty Finance7,701,921 6,708,493 993,428 15 Specialty Finance9,207,215 7,701,921 1,505,294 20 
Wealth ManagementWealth Management1,416,558 1,271,417 145,141 11 Wealth Management1,663,659 1,416,558 247,101 17 
Consolidated total assetsConsolidated total assets$46,738,450 $43,540,017 $3,198,433 %Consolidated total assets$50,969,332 $46,738,450 $4,230,882 %
NM - Not meaningful





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Six Months Ended$ Change in
Contribution
% Change  in
Contribution
Six Months Ended$ Change in
Contribution
% Change  in
Contribution
(Dollars in thousands)(Dollars in thousands)June 30,
2021
June 30,
2020
(Dollars in thousands)June 30,
2022
June 30,
2021
Net interest income:Net interest income:Net interest income:
Community BankingCommunity Banking$423,168 $412,513 $10,655 %Community Banking$490,341 $423,168 $67,173 16 %
Specialty FinanceSpecialty Finance90,093 83,127 6,966 Specialty Finance114,088 90,093 23,995 27 
Wealth ManagementWealth Management15,214 16,378 (1,164)(7)Wealth Management17,910 15,214 2,696 18 
Total Operating SegmentsTotal Operating Segments528,475 512,018 16,457 Total Operating Segments622,339 528,475 93,864 18 
Intersegment EliminationsIntersegment Eliminations13,010 12,556 454 Intersegment Eliminations14,759 13,010 1,749 13 
Consolidated net interest incomeConsolidated net interest income$541,485 $524,574 $16,911 %Consolidated net interest income$637,098 $541,485 $95,613 18 %
Provision for credit losses:Provision for credit losses:Provision for credit losses:
Community BankingCommunity Banking$(61,735)$183,826 $(245,561)NMCommunity Banking$24,343 $(61,735)$86,078 NM
Specialty FinanceSpecialty Finance1,089 4,188 (3,099)(74)%Specialty Finance180 1,089 (909)(83)%
Wealth ManagementWealth Management0 Wealth Management — — — 
Total Operating SegmentsTotal Operating Segments(60,646)188,014 (248,660)NMTotal Operating Segments24,523 (60,646)85,169 NM
Intersegment EliminationsIntersegment Eliminations0 Intersegment Eliminations — — — 
Consolidated provision for credit lossesConsolidated provision for credit losses$(60,646)$188,014 $(248,660)NMConsolidated provision for credit losses$24,523 $(60,646)$85,169 NM
Non-interest income:Non-interest income:Non-interest income:
Community BankingCommunity Banking$237,678 $210,701 $26,977 13 %Community Banking$184,602 $237,678 $(53,076)(22)%
Specialty FinanceSpecialty Finance45,573 43,139 2,434 Specialty Finance49,114 45,573 3,541 
Wealth ManagementWealth Management62,094 48,595 13,499 28 Wealth Management60,804 62,094 (1,290)(2)
Total Operating SegmentsTotal Operating Segments345,345 302,435 42,910 14 Total Operating Segments294,520 345,345 (50,825)(15)
Intersegment EliminationsIntersegment Eliminations(29,466)(27,200)(2,266)Intersegment Eliminations(28,788)(29,466)678 (2)
Consolidated non-interest incomeConsolidated non-interest income$315,879 $275,235 $40,644 15 %Consolidated non-interest income$265,732 $315,879 $(50,147)(16)%
Net revenue:Net revenue:Net revenue:
Community BankingCommunity Banking$660,846 $623,214 $37,632 %Community Banking$674,943 $660,846 $14,097 %
Specialty FinanceSpecialty Finance135,666 126,266 9,400 Specialty Finance163,202 135,666 27,536 20 
Wealth ManagementWealth Management77,308 64,973 12,335 19 Wealth Management78,714 77,308 1,406 
Total Operating SegmentsTotal Operating Segments873,820 814,453 59,367 Total Operating Segments916,859 873,820 43,039 
Intersegment EliminationsIntersegment Eliminations(16,456)(14,644)(1,812)12 Intersegment Eliminations(14,029)(16,456)2,427 (15)
Consolidated net revenueConsolidated net revenue$857,364 $799,809 $57,555 %Consolidated net revenue$902,830 $857,364 $45,466 %
Segment profit:Segment profit:Segment profit:
Community BankingCommunity Banking$194,553 $27,274 $167,279 613 %Community Banking$144,746 $194,553 $(49,807)(26)%
Specialty FinanceSpecialty Finance47,753 44,821 2,932 Specialty Finance60,162 47,753 12,409 26 
Wealth ManagementWealth Management15,951 12,376 3,575 29 Wealth Management16,996 15,951 1,045 
Consolidated net incomeConsolidated net income$258,257 $84,471 $173,786 206 %Consolidated net income$221,904 $258,257 $(36,353)(14)%
NM - Not meaningful

(14)(15) Derivative Financial Instruments

The Company primarily enters into derivative financial instruments as part of its strategy to manage its exposure to changes in interest rates. Derivative instruments represent contracts between parties that result in one party delivering cash to the other party based on a notional amount and an underlying term (such as a rate, security price or price index) as specified in the contract. The amount of cash delivered from one party to the other is determined based on the interaction of the notional amount of the contract with the underlying term. Derivatives are also implicit in certain contracts and commitments.

The derivative financial instruments currently used by the Company to manage its exposure to interest rate risk include: (1) interest rate swaps and collars to manage the interest rate risk of certain fixed and variable rate assets and variable rate liabilities; (2) interest rate lock commitments provided to customers to fund certain mortgage loans to be sold into the secondary market; (3) forward commitments for the future delivery of such mortgage loans to protect the Company from adverse changes in interest rates and corresponding changes in the value of mortgage loans held-for-sale; (4) covered call options to economically hedge specific investment securities and receive fee income, effectively enhancing the overall yield on such securities to compensate for net interest margin compression; and (5) options and swaps to economically hedge a portion of the fair value adjustments related to the Company'sCompany’s mortgage servicing rights portfolio. The Company also enters into derivatives (typically interest rate swaps) with certain qualified borrowers to facilitate the borrowers’ risk management strategies and concurrently enters into mirror-image derivatives with a third party counterparty, effectively making a market in the derivatives for such borrowers. Additionally, the Company enters into foreign currency contracts to manage foreign exchange risk associated with certain foreign currency denominated assets.

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The Company recognizes derivative financial instruments in the consolidated financial statements at fair value regardless of the purpose or intent for holding the instrument. The Company records derivative assets and derivative liabilities on the Consolidated Statements of Condition within accrued interest receivable and other assets and accrued interest payable and other liabilities, respectively. Changes in the fair value of derivative financial instruments are either recognized in income or in shareholders’ equity as a component of accumulated other comprehensive income or loss depending on whether the derivative financial instrument qualifies for hedge accounting and, if so, whether it qualifies as a fair value hedge or cash flow hedge.

Changes in fair values of derivatives accounted for as fair value hedges are recorded in income in the same period and in the same income statement line as changes in the fair values of the hedged items that relate to the hedged risk(s). Changes in fair values of derivative financial instruments accounted for as cash flow hedges are recorded as a component of accumulated other comprehensive income or loss, net of deferred taxes, and reclassified to earnings when the hedged transaction affects earnings. Changes in fair values of derivative financial instruments not designated in a hedging relationship pursuant to ASC 815 are reported in non-interest income during the period of the change. Derivative financial instruments are valued by a third party and are corroborated by comparison with valuations provided by the respective counterparties. Fair values of certain mortgage banking derivatives (interest rate lock commitments and forward commitments to sell mortgage loans) are estimated based on changes in mortgage interest rates from the date of the loan commitment. The fair value of foreign currency derivatives is computed based on changes in foreign currency rates stated in the contract compared to those prevailing at the measurement date.

The table below presents the fair value of the Company’s derivative financial instruments as of June 30, 2021,2022, December 31, 20202021 and June 30, 2020:2021:
Derivative AssetsDerivative LiabilitiesDerivative AssetsDerivative Liabilities
(In thousands)(In thousands)June 30,
2021
December 31,
2020
June 30,
2020
June 30,
2021
December 31,
2020
June 30,
2020
(In thousands)June 30,
2022
December 31,
2021
June 30,
2021
June 30,
2022
December 31,
2021
June 30,
2021
Derivatives designated as hedging instruments under ASC 815:Derivatives designated as hedging instruments under ASC 815:Derivatives designated as hedging instruments under ASC 815:
Interest rate derivatives designated as Cash Flow HedgesInterest rate derivatives designated as Cash Flow Hedges$34,743 $8,182 $$24,272 $39,715 $59,573 Interest rate derivatives designated as Cash Flow Hedges$151 $47,309 $34,743 $ $10,401 $24,272 
Interest rate derivatives designated as Fair Value HedgesInterest rate derivatives designated as Fair Value Hedges78 9,373 14,520 17,052 Interest rate derivatives designated as Fair Value Hedges10,396 1,474 78 128 5,841 9,373 
Total derivatives designated as hedging instruments under ASC 815Total derivatives designated as hedging instruments under ASC 815$34,821 $8,182 $$33,645 $54,235 $76,625 Total derivatives designated as hedging instruments under ASC 815$10,547 $48,783 $34,821 $128 $16,242 $33,645 
Derivatives not designated as hedging instruments under ASC 815:Derivatives not designated as hedging instruments under ASC 815:Derivatives not designated as hedging instruments under ASC 815:
Interest rate derivativesInterest rate derivatives$153,510 $221,205 $268,709 $153,714 $221,608 $266,894 Interest rate derivatives$165,209 $103,710 $153,510 $164,979 $103,665 $153,714 
Interest rate lock commitmentsInterest rate lock commitments23,175 48,925 58,841 2,834 25 Interest rate lock commitments6,649 10,560 23,175 173 885 2,834 
Forward commitments to sell mortgage loansForward commitments to sell mortgage loans781 27 3,153 12,510 11,667 Forward commitments to sell mortgage loans906 1,625 781 1,963 1,878 3,153 
Foreign exchange contractsForeign exchange contracts93 111 47 93 112 54 Foreign exchange contracts614 330 93 614 330 93 
Total derivatives not designated as hedging instruments under ASC 815Total derivatives not designated as hedging instruments under ASC 815$177,559 $270,241 $327,624 $159,794 $234,230 $278,640 Total derivatives not designated as hedging instruments under ASC 815$173,378 $116,225 $177,559 $167,729 $106,758 $159,794 
Total DerivativesTotal Derivatives$212,380 $278,423 $327,624 $193,439 $288,465 $355,265 Total Derivatives$183,925 $165,008 $212,380 $167,857 $123,000 $193,439 

Cash Flow Hedges of Interest Rate Risk

The Company’s objectives in using interest rate derivatives are to add stability to net interest income and to manage its exposure to interest rate movements. To accomplish these objectives, the Company primarily uses interest rate swaps as part of its interest rate risk management strategy. Interest rate swaps designated as cash flow hedges involve the receipt of variable-rate amounts from a counterparty in exchange for the Company making fixed-rate payments over the life of the agreements without the exchange of the underlying notional amount. Interest rate collars designated as cash flow hedges involve the receipt of amounts in which the interest rate specified in the contract exceeds the agreed upon cap strike price or the payment of amounts in which the interest rate specified in the contract is below the agreed upon floor strike price at the end of each period.

As of June 30, 2021,2022, the Company had 27various interest rate swap derivatives designated as cash flow hedges of variable rate deposits and certain junior subordinated debentures, and 1 interest rate collar derivative designated as a cash flow hedge of the Company's variable rate Term Facility. When the relationship between the hedged item and hedging instrument is highly effective at achieving offsetting changes in cash flows attributable to the hedged risk, changes in the fair value of these cash flow hedges are recorded in accumulated other comprehensive income or loss and are subsequently reclassified to interest
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expense as interest payments are made on such
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variable rate deposits. The changes in fair value (net of tax) are separately disclosed in the Consolidated Statements of Comprehensive Income.

The table below provides details on these cash flow hedges, summarized by derivative type and maturity, as of June 30, 2021:2022:
June 30, 2021
(In thousands)NotionalFair Value
Maturity DateAmountAsset (Liability)
Interest Rate Swaps:
October 2021$25,000 $(151)
November 202120,000 (179)
December 2021165,000 (1,745)
March 2022500,000 (102)
May 2022370,000 (6,063)
June 2022160,000 (2,875)
July 2022230,000 (4,245)
August 2022235,000 (4,813)
March 2023250,000 (98)
April 2024250,000 769 
July 2027 (1)
1,000,000 33,974 
Interest Rate Collars:
September 202391,071 (4,001)
Total Cash Flow Hedges$3,296,071 $10,471 
June 30, 2022
(In thousands)NotionalFair Value
Maturity DateAmountAsset (Liability)
Interest Rate Swaps:
July 2022$230,000 $
August 2022235,000 
Interest Rate Collars:
September 202369,643 151 
Total Cash Flow Hedges$534,643 $151 
(1)
Interest
In the first quarter of 2022, the Company terminated interest rate swapsswap derivative contracts designated as cash flow hedges of variable rate deposits with a total notional value of $1.0 billion and a five-year term effective startingJuly 2022. At the time of termination, the fair value of the derivative contracts totaled an asset of $66.5 million, with such adjustments to fair value recorded in July 2022.accumulated other comprehensive income or loss. In the second quarter of 2022, the Company terminated additional interest rate swap derivative contracts designated as cash flow hedges of variable rate deposits with a total notional value of $500.0 million each effective since April 2020. The remaining terms of such derivative contracts were through March 2023 and April 2024 and, at the time of termination, the fair value of the derivative contracts totaled assets of $3.7 million and $10.7 million, respectively, with such adjustments to fair value recorded in accumulated other comprehensive income or loss. For all such terminations, as the hedged forecasted transactions (interest payments on variable rate deposits) are still expected to occur over the remaining term of such terminated derivatives, such adjustments will remain in accumulated other comprehensive income or loss and be reclassified as a reduction to interest expense on a straight-line basis over the original term of the terminated derivative contracts.

A rollforward of the amounts in accumulated other comprehensive income or loss related to interest rate derivatives designated as cash flow hedges, including such derivative contracts terminated during the period, follows:
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
(In thousands)(In thousands)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
(In thousands)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Unrealized gain (loss) at beginning of periodUnrealized gain (loss) at beginning of period$19,259 $(56,636)$(31,533)$(17,943)Unrealized gain (loss) at beginning of period$76,389 $19,259 $36,908 $(31,533)
Amount reclassified from accumulated other comprehensive income to interest expense on deposits, other borrowings and junior subordinated debenturesAmount reclassified from accumulated other comprehensive income to interest expense on deposits, other borrowings and junior subordinated debentures6,866 5,451 13,562 6,541 Amount reclassified from accumulated other comprehensive income to interest expense on deposits, other borrowings and junior subordinated debentures1,012 6,866 6,365 13,562 
Amount of (loss) income recognized in other comprehensive income(15,654)(8,318)28,442 (48,101)
Unrealized gain (loss) at end of period$10,471 $(59,503)$10,471 $(59,503)
Amount of income recognized in other comprehensive incomeAmount of income recognized in other comprehensive income1,363 (15,654)35,491 28,442 
Unrealized gain at end of periodUnrealized gain at end of period$78,764 $10,471 $78,764 $10,471 

As of June 30, 2021,2022, the Company estimates that during the next twelve months $18.3$21.4 million will be reclassified from accumulated other comprehensive income or loss as an increasea decrease to interest expense. Such estimate consists primarily of amounts reclassified as a reduction to interest expense on the terminated cash flow hedges discussed above.

Fair Value Hedges of Interest Rate Risk

Interest rate swaps designated as fair value hedges involve the payment of fixed amounts to a counterparty in exchange for the Company receiving variable payments over the life of the agreements without the exchange of the underlying notional amount. As of June 30, 2021,2022, the Company has 14had 13 interest rate swaps with an aggregate notional amount of $148.0$208.9 million that were designated as fair value hedges primarily associated with fixed rate commercial and industrial and commercial real estate loans as well as life insurance premium finance receivables. NaN of these interest rate swaps with an aggregate notional amount of $73.9 million has terms starting after June 30, 2022.

For derivatives designated and that qualify as fair value hedges, the net gain or loss from the entire change in the fair value of the derivative instrument is recognized in the same income statement line item as the earnings effect, including the net gain or loss, of the hedged item (interest income earned on fixed rate loans) when the hedged item affects earnings.
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The following table presents the carrying amount of the hedged assets/(liabilities) and the cumulative amount of fair value hedging adjustment included in the carrying amount of the hedged assets/(liabilities) that are designated as a fair value hedge accounting relationship as of June 30, 2021:
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2022:

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

Derivatives in Fair Value
Hedging Relationships
(In thousands)

Derivatives in Fair Value
Hedging Relationships
Location in the Statement of ConditionCarrying Amount of the Hedged Assets/(Liabilities)Cumulative Amount of Fair Value Hedging Adjustment Included in the Carrying Amount of the Hedged Assets/(Liabilities)Cumulative Amount of Fair Value Hedging Adjustment Remaining for any Hedged Assets (Liabilities) for which Hedge Accounting has been Discontinued
(In thousands)

Derivatives in Fair Value
Hedging Relationships
Location in the Statement of ConditionCarrying Amount of the Hedged Assets/(Liabilities)Cumulative Amount of Fair Value Hedging Adjustment Included in the Carrying Amount of the Hedged Assets/(Liabilities)Cumulative Amount of Fair Value Hedging Adjustment Remaining for any Hedged Assets/(Liabilities) for which Hedge Accounting has been Discontinued
Interest rate swapsInterest rate swapsLoans, net of unearned income$155,996 $9,153 $(144)Interest rate swapsLoans, net of unearned income$124,188 $(10,234)$(119)
Available-for-sale debt securities1,272 93 Available-for-sale debt securities1,013 — 

The following table presents the loss or gain recognized related to derivative instruments that are designated as fair value hedges for the respective period:
(In thousands)
Derivatives in Fair Value Hedging Relationships
(In thousands)
Derivatives in Fair Value Hedging Relationships
Location of (Loss)/Gain Recognized
in Income on Derivative
Three Months EndedSix Months Ended
(In thousands)
Derivatives in Fair Value Hedging Relationships
Location of (Loss)/Gain Recognized
in Income on Derivative
Three Months EndedSix Months Ended
June 30, 2021June 30, 2021June 30, 2022June 30, 2022
Interest rate swapsInterest rate swapsInterest and fees on loans$43 $30 Interest rate swapsInterest and fees on loans$$23 
Interest income - investment securitiesInterest income - investment securities— — 

Non-Designated Hedges

The Company does not use derivatives for speculative purposes. Derivatives not designated as accounting hedges are used to manage the Company’s economic exposure to interest rate movements and other identified risks but do not meet the strict hedge accounting requirements of ASC 815. Changes in the fair value of derivatives not designated in hedging relationships are recorded directly in earnings.

Interest Rate Derivatives—Periodically, the Company may purchase interest rate cap derivatives designed to act as an economic hedge of the risk of the negative impact on its fixed-rate loan portfolios from rising interest rates, most notably the LIBOR index. As of June 30, 2021, the Company held2022, there were no interest rate caps outstanding that were designed to act as an economic hedge. In the second quarter of 2022, the Company terminated an interest rate cap derivative contract related to LIBOR that was not designated as an accounting hedge with an aggregatea total notional value of $1.0 billion.

Additionally, the Company has interest rate derivatives, including swaps and option products, resulting from a service the Company provides to certain qualified borrowers. The Company’s banking subsidiaries execute certain derivative products (typically interest rate swaps) directly with qualified commercial borrowers to facilitate their respective risk management strategies. For example, these arrangements allow the Company’s commercial borrowers to effectively convert a variable rate loan to a fixed rate. In order to minimize the Company’s exposure on these transactions, the Company simultaneously executes offsetting derivatives with third parties. In most cases, the offsetting derivatives have mirror-image terms, which result in the positions’ changes in fair value substantially offsetting through earnings each period. However, to the extent that the derivatives are not a mirror-image and because of differences in counterparty credit risk, changes in fair value will not completely offset resulting in some earnings impact each period. Changes in the fair value of these derivatives are included in other non-interest income. At June 30, 2021,2022, the Company had interest rate derivative transactions with an aggregate notional amount of approximately $9.3$9.7 billion (all interest rate swaps and caps with customers and third parties) related to this program. These interest rate derivatives had maturity dates ranging from July 20212022 to February 2045.January 2037.

Mortgage Banking Derivatives—These derivatives include interest rate lock commitments provided to customers to fund certain mortgage loans to be sold into the secondary market and forward commitments for the future delivery of such loans. It is the Company’s practice to enter into forward commitments for the future delivery of a portion of ourits residential mortgage loan production when interest rate lock commitments are entered into in order to economically hedge the effect of future changes in interest rates on its commitments to fund the loans as well as on its portfolio of mortgage loans held-for-sale. The Company’s mortgage banking derivatives have not been designated as being in hedge relationships. At June 30, 2021,2022, the Company had forward commitments to sell mortgage loans with an aggregate notional amount of approximately $1.6 billion$675.5 million and interest rate lock commitments with an aggregate notional amount of approximately $843.9$323.2 million. The fair values of these derivatives
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were estimated based on changes in mortgage rates from the dates of the commitments. Changes in the fair value of these mortgage banking derivatives are included in mortgage banking revenue.

Foreign Currency Derivatives—These derivatives include foreign currency contracts used to manage the foreign exchange risk associated with foreign currency denominated assets and transactions. Foreign currency contracts, which include spot and
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forward contracts, represent agreements to exchange the currency of one country for the currency of another country at an agreed-upon price on an agreed-upon settlement date. As a result of fluctuations in foreign currencies, the U.S. dollar-equivalent value of the foreign currency denominated assets or forecasted transactions increase or decrease. Gains or losses on the derivative instruments related to these foreign currency denominated assets or forecasted transactions are expected to substantially offset this variability. As of June 30, 2021,2022, the Company held foreign currency derivatives with an aggregate notional amount of approximately $14.3$18.7 million.

Other Derivatives—Periodically, the Company will sell options to a bank or dealer for the right to purchase certain securities held within the banks’ investment portfolios (covered call options). These option transactions are designed primarily to mitigate overall interest rate risk and to increase the total return associated with the investment securities portfolio. These options do not qualify as accounting hedges pursuant to ASC 815 and, accordingly, changes in the fair value of these contracts are recognized as other non-interest income. There were 0no covered call options outstanding as of June 30, 2021,2022, December 31, 20202021 or June 30, 2020.2021.

Periodically, the Company will purchase options for the right to purchase securities not currently held within the banks' investment portfolios or enter into interest rate swaps in which the Company elects to not designate such derivatives as hedging instruments. These option and swap transactions are designed primarily to economically hedge a portion of the fair value adjustments related to the Company's mortgage servicing rights portfolio. The gain or loss associated with these derivative contracts are included in mortgage banking revenue. There were 0no such options or swaps outstanding as of June 30, 2022, December 31, 2021 or June 30, 2021.

Amounts included in the Consolidated Statements of Income related to derivative instruments not designated in hedge relationships were as follows:
(In thousands)(In thousands)Three Months EndedSix Months Ended(In thousands)Three Months EndedSix Months Ended
DerivativeDerivativeLocation in income statementJune 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
DerivativeLocation in income statementJune 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Interest rate swaps and capsInterest rate swaps and capsTrading gains (losses), net$(539)$(703)$(111)$(1,131)Interest rate swaps and capsTrading gains (losses), net$161 $(539)$4,185 $(111)
Mortgage banking derivativesMortgage banking derivativesMortgage banking revenue(10,480)43,292 (27,959)60,559 Mortgage banking derivativesMortgage banking revenue(7,550)(10,480)(14,919)(27,959)
Foreign exchange contractsForeign exchange contractsTrading gains (losses), net(3)(9)(8)(13)Foreign exchange contractsTrading gains (losses), net (3) (8)
Covered call optionsCovered call optionsFees from covered call options1,388 1,388 2,292 Covered call optionsFees from covered call options1,069 1,388 4,811 1,388 
Derivative contract held as economic hedge on MSRsMortgage banking revenue0 589 0 4,749 

Credit Risk

Derivative instruments have inherent risks, primarily market risk and credit risk. Market risk is associated with changes in interest rates and credit risk relates to the risk that the counterparty will fail to perform according to the terms of the agreement. The amounts potentially subject to market and credit risks are the streams of interest payments under the contracts and the market value of the derivative instrument and not the notional principal amounts used to express the volume of the transactions. Market and credit risks are managed and monitored as part of the Company's overall asset-liability management process, except that the credit risk related to derivatives entered into with certain qualified borrowers is managed through the Company's standard loan underwriting process since these derivatives are secured through collateral provided by the loan agreements. Actual exposures are monitored against various types of credit limits established to contain risk within parameters. When deemed necessary, appropriate types and amounts of collateral are obtained to minimize credit exposure.

The Company has agreements with certain of its interest rate derivative counterparties that contain cross-default provisions, which provide that if the Company defaults on any of its indebtedness, including default where repayment of the indebtedness has not been accelerated by the lender, then the Company could also be declared in default on its derivative obligations. The Company also has agreements with certain of its derivative counterparties that contain a provision allowing the counterparty to terminate the derivative positions if the Company fails to maintain its status as a well or adequately capitalized institution, which would require the Company to settle its obligations under the agreements. As of June 30, 2021,2022, the fair value of interest rate derivatives in a net liability position that were subject to such agreements, which includes accrued interest related to these agreements, was $151.4 million.approximately $100,000. If the Company had breached any of these provisions and the derivatives were terminated as a result, the Company would have been required to settle its obligations under the agreements at the termination
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value and would have been required to pay any additional amounts due in excess of amounts previously posted as collateral with the respective counterparty.

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The Company is also exposed to the credit risk of its commercial borrowers who are counterparties to interest rate derivatives with the banks. This counterparty risk related to the commercial borrowers is managed and monitored through the banks' standard underwriting process applicable to loans since these derivatives are secured through collateral provided by the loan agreement. The counterparty risk associated with the mirror-image swaps executed with third parties is monitored and managed in connection with the Company's overall asset liability management process.

The Company records interest rate derivatives subject to master netting agreements at their gross value and does not offset derivative assets and liabilities on the Consolidated Statements of Condition. The tables below summarize the Company's interest rate derivatives and offsetting positions as of the dates shown.
Derivative AssetsDerivative LiabilitiesDerivative AssetsDerivative Liabilities
Fair ValueFair ValueFair ValueFair Value
(In thousands)(In thousands)June 30,
2021
December 31,
2020
June 30,
2020
June 30,
2021
December 31,
2020
June 30,
2020
(In thousands)June 30,
2022
December 31,
2021
June 30,
2021
June 30,
2022
December 31,
2021
June 30,
2021
Gross Amounts RecognizedGross Amounts Recognized$188,331 $229,387 $268,709 $187,359 $275,843 $343,519 Gross Amounts Recognized$175,756 $152,493 $188,331 $165,107 $119,907 $187,359 
Less: Amounts offset in the Statements of Financial Condition0 0 
Net amount presented in the Statements of Financial Condition$188,331 $229,387 $268,709 $187,359 $275,843 $343,519 
Gross amounts not offset in the Statements of Financial Condition
Less: Amounts offset in the Statements of ConditionLess: Amounts offset in the Statements of Condition — —  — — 
Net amount presented in the Statements of ConditionNet amount presented in the Statements of Condition$175,756 $152,493 $188,331 $165,107 $119,907 $187,359 
Gross amounts not offset in the Statements of ConditionGross amounts not offset in the Statements of Condition
Offsetting Derivative PositionsOffsetting Derivative Positions(37,895)(8,647)(697)(37,895)(8,647)(697)Offsetting Derivative Positions(6,009)(52,832)(37,895)(6,009)(52,832)(37,895)
Collateral PostedCollateral Posted0 (146,240)(266,832)(342,276)Collateral Posted(163,412)(3,530)— (91)(55,201)(146,240)
Net Credit ExposureNet Credit Exposure$150,436 $220,740 $268,012 $3,224 $364 $546 Net Credit Exposure$6,335 $96,131 $150,436 $159,007 $11,874 $3,224 

(15)(16) Fair Values of Assets and Liabilities

The Company measures, monitors and discloses certain of its assets and liabilities on a fair value basis. These financial assets and financial liabilities are measured at fair value in three levels, based on the markets in which the assets and liabilities are traded and the observability of the inputs used to determine fair value. These levels are:

Level 1—unadjusted quoted prices in active markets for identical assets or liabilities.

Level 2inputs other than quoted prices included in Level 1 that are observable for the asset or liability, either directly or indirectly. These include quoted prices for similar assets or liabilities in active markets, quoted prices for identical or similar assets or liabilities in markets that are not active, inputs other than quoted prices that are observable for the asset or liability or inputs that are derived principally from or corroborated by observable market data by correlation or other means.

Level 3—significant unobservable inputs that reflect the Company’s own assumptions that market participants would use in pricing the assets or liabilities. Level 3 assets and liabilities include financial instruments whose value is determined using pricing models, discounted cash flow methodologies, or similar techniques, as well as instruments for which the determination of fair value requires significant management judgment or estimation.

A financial instrument’s categorization within the above valuation hierarchy is based upon the lowest level of input that is significant to the fair value measurement. The Company’s assessment of the significance of a particular input to the fair value measurement in its entirety requires judgment, and considers factors specific to the assets or liabilities. The following is a description of the valuation methodologies used for the Company’s assets and liabilities measured at fair value on a recurring basis.

Available-for-sale debt securities, trading account securities and equity securities with readily determinable fair value—Fair values for available-for-sale debt securities, trading account securities and equity securities with readily determinable fair value are typically based on prices obtained from independent pricing vendors. Securities measured with these valuation techniques are generally classified as Level 2 of the fair value hierarchy. Typically, standard inputs such as benchmark yields, reported trades for similar securities, issuer spreads, benchmark securities, bids, offers and reference data including market research publications are used to determine the fair value of these securities. When these inputs are not available, broker/dealer quotes may be obtained by the vendor to determine the fair value of the security. We review the vendor’s pricing methodologies to determine if observable market information is being used, versus unobservable inputs. Fair value measurements using
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significant inputs that are unobservable in the market due to limited activity or a less liquid market are classified as Level 3 in the fair value hierarchy.
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The fair value of U.S. Treasury securities and certain equity securities with readily determinable fair value are based on unadjusted quoted prices in active markets for identical securities. As such, these securities are classified as Level 1 in the fair value hierarchy.

The Company’s Investment Operations Department is responsible for the valuation of Level 3 available-for-sale debt securities. The methodology and variables used as inputs in pricing Level 3 securities are derived from a combination of observable and unobservable inputs. The unobservable inputs are determined through internal assumptions that may vary from period to period due to external factors, such as market movement and credit rating adjustments.

At June 30, 2021,2022, the Company classified $117.6$113.5 million of municipal securities as Level 3. These municipal securities are bond issues for various municipal government entities primarily located in the Chicago metropolitan area and southern Wisconsin and are privately placed, non-rated bonds without CUSIP numbers. The Company’s methodology for pricing these securities focuses on three distinct inputs: equivalent rating, yield and other pricing terms. To determine the rating for a given non-rated investment debt security, the Investment Operations Department references a rated, publicly issued bond by the same issuer if available. A reduction is then applied to the rating obtained from the comparable bond, as the Company believes if liquidated, a non-rated bond would be valued less than a similar bond with a verifiable rating. The reduction applied by the Company is one complete rating grade (i.e. a “AA” rating for a comparable bond would be reduced to “A” for the Company’s valuation). For bond issues without comparable bond proxies, a rating of "BBB"“BBB” was assigned. In the second quarter of 2021,2022, all of the ratings derived by the Investment Operations Department using the above process were “BBB” or better. The fair value measurement noted above is sensitive to the rating input, as a higher rating typically results in an increased valuation. The remaining pricing inputs used in the bond valuation are observable. Based on the rating determined in the above process, Investment Operations obtains a corresponding current market yield curve available to market participants. Other terms including coupon, maturity date, redemption price, number of coupon payments per year, and accrual method are obtained from the individual bond term sheets. Certain municipal bonds held by the Company at June 30, 20212022 are continuously callable. When valuing these bonds, the fair value is capped at par value as the Company assumes a market participant would not pay more than par for a continuously callable bond.

Mortgage loans held-for-sale—The fair value of mortgage loans held-for-sale is typically determined by reference to investor price sheets for loan products with similar characteristics. As such, these loansLoans measured with this valuation technique are classified as Level 2 in the fair value hierarchy.

At June 30, 2022, the Company classified $89.0 million of certain delinquent mortgage loans held-for-sale as Level 3. For such delinquent loans in which investor interest may be limited, the Company estimates fair value by discounting future scheduled cash flows for the specific loan through its life, adjusted for estimated credit losses. The Company uses a discount rate based on prevailing market coupon rates on loans with similar characteristics. The assumed weighted average discount rate used as an input to value these loans at June 30, 2022 was 4.80%. The higher the rate utilized to discount estimated future cash flows, the lower the fair value measurement. Additionally, the weighted average credit discount used as an input to value the specific loans was 0.29% with credit loss discount ranging from 0%-8% at June 30, 2022.

Loans held-for-investment—The fair value for certain loans in which the Company previously elected the fair value option is estimated by discounting future scheduled cash flows for the specific loan through maturity, adjusted for estimated credit losses and prepayments.prepayment or life assumptions. These loans primarily consist of early buyout loans guaranteed by U.S. government agencies that are delinquent and, as a result, investor interest may be limited. The Company uses a discount rate based on the actual coupon rate of the underlying loan. At June 30, 2021,2022, the Company classified $11.0$84.8 million of loans held-for-investment carried at fair value as Level 3. The assumed weighted average discount rate used as an input to value these loans at June 30, 20212022 was 2.88%4.86%. The higher the rate utilized to discount estimated future cash flows, the lower the fair value measurement. As noted above, the fair value estimate also includes assumptions of prepayment speeds and average life as well as credit losses. The Company included aweighted average prepayments speed assumption of 13.30%used as an input to value current loans was 6.82% at June 30, 2021.2022. Prepayment speeds are inversely related to the fair value of these loans as an increase in prepayment speeds results in a decreased valuation. For delinquent loans in which performance is not assumed and there is a higher probability of resolution of the loan ending in foreclosure, the weighted average life of such loans was 2.5 years. Average life is inversely related to the fair value of these loans as an increase in estimated life results in a decreased valuation. Additionally, the weighted average credit discount used as an input to value the specific loans was 0.61%0.65% with credit loss discountdiscounts ranging from 0%-3%-8% at June 30, 2021.2022.

MSRs—Fair value for MSRs is determined utilizing a valuation model which calculates the fair value of each servicing rightsright based on the present value of estimated future cash flows. The Company uses a discount rate commensurate with the risk associated with each servicing rights,right, given current market conditions. At June 30, 2021,2022, the Company classified $127.6$212.7 million of MSRs as Level 3. The weighted average discount rate used as an input to value the pool of MSRs at June 30, 20212022 was 9.85%
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9.80% with discount rates applied ranging from 6%-21%7%-19%. The higher the rate utilized to discount estimated future cash flows, the lower the fair value measurement. The fair value of MSRs was also estimated based on other assumptions including prepayment speeds and the cost to service. Prepayment speeds ranged from 6%-92%0%-90% or a weighted average prepayment speed of 13.30%6.82%. Further, for current and delinquent loans, the Company assumed a weighted average cost of servicing of $76$75 and $340,$318, respectively, per loan. Prepayment speeds and the cost to service are both inversely related to the fair value of MSRs as an increase in prepayment speeds or the cost to service results in a decreased valuation. See Note 89 - Mortgage Servicing Rights (“MSRs”) for further discussion of MSRs.

Derivative instruments—The Company’s derivative instruments include interest rate swaps, caps and collars, commitments to fund mortgages for sale into the secondary market (interest rate locks), forward commitments to end investors for the sale of mortgage loans and foreign currency contracts. Interest rate swaps, caps and collars are valued by a third party, using models that primarily use market observable inputs, such as yield curves, and are classified as Level 2 in the fair value hierarchy. The credit risk associated with derivative financial instruments that are subject to master netting agreements is measured on a net basis by counterparty portfolio. The fair value for mortgage-related derivatives is based on changes in mortgage rates from the
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date of the commitments. The fair value of foreign currency derivatives is computed based on change in foreign currency rates stated in the contract compared to those prevailing at the measurement date.

At June 30, 2021,2022, the Company classified $22.6$6.6 million of derivative assets related to interest rate locks as Level 3. The fair value of interest rate locks is based on prices obtained for loans with similar characteristics from third parties, adjusted for the pull-through rate, which represents the Company’s best estimate of the likelihood that a committed loan will ultimately fund. The weighted-average pull-through rate at June 30, 20212022 was 84%85% with pull-through rates applied ranging from 1%22% to 100%. Pull-through rates are directly related to the fair value of interest rate locks as an increase in the pull-through rate results in an increased valuation.

Nonqualified deferred compensation assets—The underlying assets relating to the nonqualified deferred compensation plan are included in a trust and primarily consist of non-exchange traded institutional funds which are priced based by an independent third party service. These assets are classified as Level 2 in the fair value hierarchy.

The following tables present the balances of assets and liabilities measured at fair value on a recurring basis for the periods presented:
June 30, 2021
(In thousands)TotalLevel 1Level 2Level 3
Available-for-sale securities
U.S. Treasury$0 $0 $0 $0 
U.S. Government agencies78,854 0 78,854 0 
Municipal168,296 0 50,690 117,606 
Corporate notes98,542 0 98,542 0 
Mortgage-backed1,842,916 0 1,842,916 0 
Trading account securities2,667 0 2,667 0 
Equity securities with readily determinable fair value86,316 78,250 8,066 0 
Mortgage loans held-for-sale984,994 0 984,994 0 
Loans held-for-investment55,340 0 44,333 11,007 
MSRs127,604 0 0 127,604 
Nonqualified deferred compensation assets16,590 0 16,590 0 
Derivative assets212,380 0 189,810 22,570 
Total$3,674,499 $78,250 $3,317,462 $278,787 
Derivative liabilities$193,439 $0 $193,439 $0 
December 31, 2020June 30, 2022
(In thousands)(In thousands)TotalLevel 1Level 2Level 3(In thousands)TotalLevel 1Level 2Level 3
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. TreasuryU.S. Treasury$304,971 $304,971 $$U.S. Treasury$ $ $ $ 
U.S. Government agenciesU.S. Government agencies84,513 82,547 1,966 U.S. Government agencies48,087  48,087  
MunicipalMunicipal146,910 37,034 109,876 Municipal166,705  53,220 113,485 
Corporate notesCorporate notes91,405 91,405 Corporate notes89,813  89,813  
Mortgage-backedMortgage-backed2,428,040 2,428,040 Mortgage-backed2,665,516  2,665,516  
Trading account securitiesTrading account securities671 671 Trading account securities1,010  1,010  
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value90,862 82,796 8,066 Equity securities with readily determinable fair value93,295 85,229 8,066  
Mortgage loans held-for-saleMortgage loans held-for-sale1,272,090 1,272,090 Mortgage loans held-for-sale513,232  424,269 88,963 
Loans held-for-investmentLoans held-for-investment55,134 44,854 10,280 Loans held-for-investment122,757  37,959 84,798 
MSRsMSRs92,081 92,081 MSRs212,664   212,664 
Nonqualified deferred compensation assetsNonqualified deferred compensation assets15,398 15,398 Nonqualified deferred compensation assets13,936  13,936  
Derivative assetsDerivative assets278,423 230,332 48,091 Derivative assets183,925  177,276 6,649 
TotalTotal$4,860,498 $387,767 $4,210,437 $262,294 Total$4,110,940 $85,229 $3,519,152 $506,559 
Derivative liabilitiesDerivative liabilities$288,465 $$288,465 $Derivative liabilities$167,857 $ $167,857 $ 

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June 30, 2020December 31, 2021
(In thousands)(In thousands)TotalLevel 1Level 2Level 3(In thousands)TotalLevel 1Level 2Level 3
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. TreasuryU.S. Treasury$60,539 $60,539 $$U.S. Treasury$— $— $— $— 
U.S. Government agenciesU.S. Government agencies293,507 291,214 2,293 U.S. Government agencies52,507 — 52,507 — 
MunicipalMunicipal150,879 33,624 117,255 Municipal165,594 — 59,907 105,687 
Corporate notesCorporate notes102,879 102,879 Corporate notes95,704 — 95,704 — 
Mortgage-backedMortgage-backed2,587,157 2,587,157 Mortgage-backed2,013,988 — 2,013,988 — 
Trading account securitiesTrading account securities890 890 Trading account securities1,061 — 1,061 — 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value52,460 44,394 8,066 Equity securities with readily determinable fair value90,511 82,445 8,066 — 
Mortgage loans held-for-saleMortgage loans held-for-sale833,163 833,163 Mortgage loans held-for-sale817,912 — 817,912 — 
Loans held-for-investmentLoans held-for-investment254,614 240,661 13,953 Loans held-for-investment38,598 — 22,707 15,891 
MSRsMSRs77,203 77,203 MSRs147,571 — — 147,571 
Nonqualified deferred compensation assetsNonqualified deferred compensation assets13,576 13,576 Nonqualified deferred compensation assets16,240 — 16,240 — 
Derivative assetsDerivative assets327,624 269,191 58,433 Derivative assets165,008 — 154,448 10,560 
TotalTotal$4,754,491 $104,933 $4,380,421 $269,137 Total$3,604,694 $82,445 $3,242,540 $279,709 
Derivative liabilitiesDerivative liabilities$355,265 $$355,265 $Derivative liabilities$123,000 $— $123,000 $— 

June 30, 2021
(In thousands)TotalLevel 1Level 2Level 3
Available-for-sale securities
U.S. Treasury$— $— $— $— 
U.S. Government agencies78,854 — 78,854 — 
Municipal168,296 — 50,690 117,606 
Corporate notes98,542 — 98,542 — 
Mortgage-backed1,842,916 — 1,842,916 — 
Trading account securities2,667 — 2,667 — 
Equity securities with readily determinable fair value86,316 78,250 8,066 — 
Mortgage loans held-for-sale984,994 — 984,994 — 
Loans held-for-investment55,340 — 44,333 11,007 
MSRs127,604 — — 127,604 
Nonqualified deferred compensation assets16,590 — 16,590 — 
Derivative assets212,380 — 189,810 22,570 
Total$3,674,499 $78,250 $3,317,462 $278,787 
Derivative liabilities$193,439 $— $193,439 $— 

The aggregate remaining contractual principal balance outstanding as of June 30, 2021,2022, December 31, 20202021 and June 30, 20202021 for mortgage loans held-for-sale measured at fair value under ASC 825 was $949.5$510.7 million, $1.2 billion$801.6 million and $781.8$949.5 million, respectively, while the aggregate fair value of mortgage loans held-for-sale was $985.0$513.2 million, $1.3 billion$817.9 million and $833.2$985.0 million, for the same respective periods, as shown in the above tables. ThereAt June 30, 2022, $6.0 million of mortgage loans held-for-sale were $110.7classified as nonaccrual. Additionally, there were $55.6 million of loans past due greater than 90 days and still accruing in the mortgage loans held-for-sale portfolio as of June 30, 20212022 compared to $134.1$125.5 million as of December 31, 20202021 and $1.3$110.7 million as of June 30, 2020.2021. All of the nonaccrual loans and loans past due greater than 90 days and still accruing as of June 30, 20212022 were individual delinquent mortgage loans bought back from GNMA at the unconditional option of the Company as servicer for those loans.


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The changes in Level 3 assets measured at fair value on a recurring basis during the three and six months ended June 30, 20212022 and 20202021 are summarized as follows:
U.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assetsMortgage loans held-for-saleU.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assets
(In thousands)(In thousands)MunicipalDerivative assetsMunicipalMortgage loans held-for-saleU.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assets
Balance at April 1, 2021$101,748 $1,784 $6,408 $124,316 $25,634 
Balance at April 1, 2022Balance at April 1, 2022$100,401 $ $ $44,464 $199,146 $3,447 
Total net gains (losses) included in:Total net gains (losses) included in:Total net gains (losses) included in:
Net income (1)
Net income (1)
0 (4)167 3,288 (3,064)
Net income (1)
 (2,900) (1,775)13,518 3,202 
Other comprehensive income (loss)Other comprehensive income (loss)(374)0 0 0 0 Other comprehensive income (loss)(685)     
PurchasesPurchases18,163 0 0 0 0 Purchases15,497      
IssuancesIssuances0 0 0 0 0 Issuances      
SalesSales0 0 0 0 0 Sales      
SettlementsSettlements(1,931)(1,780)(59)0 0 Settlements(1,728)  (7,231)  
Net transfers into/(out of) Level 3
Net transfers into/(out of) Level 3
0 0 4,491 0 0 
Net transfers into/(out of) Level 3
 91,863  49,340   
Balance at June 30, 2021$117,606 $0 $11,007 $127,604 $22,570 
Balance at June 30, 2022Balance at June 30, 2022$113,485 $88,963 $ $84,798 $212,664 $6,649 
Mortgage loans held-for-saleU.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assets
(In thousands)Municipal
Balance at April 1, 2021$101,748 $— $1,784 $6,408 $124,316 $25,634 
Total net gains (losses) included in:
Net income (1)
— — (4)167 3,288 (3,064)
Other comprehensive income (loss)(374)— 0— — — 
Purchases18,163 — — — — — 
Issuances— — — — — — 
Sales— — — — — — 
Settlements(1,931)— (1,780)(59)— — 
Net transfers into/(out of) Level 3— — — 4,491 — — 
Balance at June 30, 2021$117,606 $— $— $11,007 $127,604 $22,570 

Mortgage loans held-for-saleU.S. Government AgenciesLoans held-for- investmentMortgage
servicing rights
Derivative Assets
(In thousands)Municipal
Balance at January 1, 2022$105,687 $ $ $15,891 $147,571 $10,560 
Total net gains (losses) included in:
Net income (1)
 (2,900) (2,547)65,093 (3,911)
Other comprehensive income (loss)(6,134)     
Purchases16,743      
Issuances      
Sales      
Settlements(2,811)  (8,898)  
Net transfers into/(out of) Level 3
 91,863  80,352   
Balance at June 30, 2022$113,485 $88,963 $ $84,798 $212,664 $6,649 
(1)Changes in the balance of MSRs, mortgage loans held-for-sale and derivative assets related to fair value adjustments are recorded as components of mortgage banking revenue. Changes in the balance of loans held-for-investment related to fair value adjustments are recorded as other non-interest income.
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U.S. Government AgenciesLoans held-for- investmentMortgage
servicing rights
Derivative Assets
(In thousands)Municipal
Balance at January 1, 2021$109,876 $1,966 $10,280 $92,081 $48,091 
Total net gains (losses) included in:
Net income (1)
0 (4)(363)35,523 (25,521)
Other comprehensive income (loss)(2,442)(24)0 0 0 
Purchases18,163 0 0 0 0 
Issuances0 0 0 0 0 
Sales0 0 0 0 0 
Settlements(7,991)(1,938)(3,977)0 0 
Net transfers into/(out of) Level 3
0 0 5,067 0 0 
Balance at June 30, 2021$117,606 $0 $11,007 $127,604 $22,570 
U.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assets
(In thousands)Municipal
Balance at April 1, 2020$113,267 $2,457 $9,568 $73,504 $39,816 
Total net gains (losses) included in:
Net income (1)
200 3,699 18,617 
Other comprehensive income (loss)(546)(7)
Purchases6,997 
Issuances
Sales
Settlements(2,463)(157)(1,364)
Net transfers into/(out of) Level 35,549 
Balance at June 30, 2020$117,255 $2,293 $13,953 $77,203 $58,433 
U.S. Government AgenciesLoans held-for- investmentMortgage
servicing rights
Derivative Assets
(In thousands)Municipal
Balance at January 1, 2020$111,950 $2,646 $9,620 $85,638 $2,631 
Total net gains (losses) included in:
Net income (1)
122 (8,435)55,802 
Other comprehensive income (loss)(1,795)(39)
Purchases12,872 
Issuances
Sales
Settlements(5,772)(314)(1,460)
Net transfers into/(out of) Level 35,671 
Balance at June 30, 2020$117,255 $2,293 $13,953 $77,203 $58,433 
Mortgage loans held-for-saleU.S. Government AgenciesLoans held-for- investmentMortgage
servicing rights
Derivative Assets
(In thousands)Municipal
Balance at January 1, 2021$109,876 $— $1,966 $10,280 $92,081 $48,091 
Total net gains (losses) included in:
Net income (1)
— — (4)(363)35,523 (25,521)
Other comprehensive income (loss)(2,442)— (24)— — — 
Purchases18,163 — — — — — 
Issuances— — — — — — 
Sales— — — — — — 
Settlements(7,991)— (1,938)(3,977)— — 
Net transfers into/(out of) Level 3— — — 5,067 — — 
Balance at June 30, 2021$117,606 $— $— $11,007 $127,604 $22,570 
(1)Changes in the balance of MSRs and derivative assets related to fair value adjustments are recorded as components of mortgage banking revenue. Changes in the balance of loans held-for-investment related to fair value adjustments are recorded as other non-interest income.


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Also, the Company may be required, from time to time, to measure certain other assets at fair value on a nonrecurringnon-recurring basis in accordance with GAAP. These adjustments to fair value usually result from impairment charges on individual assets. For assets measured at fair value on a nonrecurringnon-recurring basis that were still held in the balance sheet at the end of the period, the following table provides the carrying value of the related individual assets or portfolios at June 30, 2021:2022:
June 30, 2021Three Months Ended June 30, 2021
Fair Value Losses Recognized, net
Six Months Ended June 30, 2021
Fair Value Losses Recognized, net
June 30, 2022
Three Months Ended June 30, 2022
Fair Value Losses Recognized, net
Six Months Ended June 30, 2022
Fair Value Losses Recognized, net
(In thousands)(In thousands)TotalLevel 1Level 2Level 3(In thousands)TotalLevel 1Level 2Level 3
Individually assessed loans - foreclosure probable and collateral-dependentIndividually assessed loans - foreclosure probable and collateral-dependent$79,696 $$$79,696 $3,983 $16,531 Individually assessed loans - foreclosure probable and collateral-dependent$59,921 $— $— $59,921 $9,161 $12,041 
Other real estate owned (1)
Other real estate owned (1)
15,572 15,572 749 919 
Other real estate owned (1)
6,839 — — 6,839 282 282 
TotalTotal$95,268 $$$95,268 $4,732 $17,450 Total$66,760 $— $— $66,760 $9,443 $12,323 
(1)Fair value losses recognized, net on other real estate owned include valuation adjustments and charge-offs during the respective period.

Individually assessed loans—In accordance with ASC 326, the allowance for credit losses for loans and other financial assets held at amortized cost should be measured on a collective or pooled basis when such assets exhibit similar risk characteristics. In instances in which a financial asset does not exhibit similar risk characteristics to a pool, the Company is required to measure such allowance for credit losses on an individual asset basis. For the Company'sCompany’s loan portfolio, nonaccrual loans and TDRs are considered to not exhibit similar risk characteristics as pools and thus are individually assessed. Credit losses are measured by estimating the fair value of the loan based on the present value of expected cash flows, the market price of the loan, or the fair value of the underlying collateral. Individually assessed loans are considered a fair value measurement where an allowance for credit loss is established based on the fair value of collateral. Appraised values on relevant real estate properties, which may require adjustments to market-based valuation inputs, are generally used on foreclosure probable and collateral-dependent loans within the real estate portfolios.

The Company’s Managed Assets Division is primarily responsible for the valuation of Level 3 inputs of individually assessed loans. For more information on individually assessed loans refer to Note 67 – Allowance for Credit Losses. At June 30, 2021,2022, the Company had $113.9$85.6 million of individually assessed loans classified as Level 3. Of the $113.9$85.6 million of individually assessed loans, $79.7$59.9 million were measured at fair value based on the underlying collateral of the loan as shown in the table above. The remaining $34.2$25.7 million were valued based on discounted cash flows in accordance with ASC 310.

Other real estate owned —Other real estate owned is comprised of real estate acquired in partial or full satisfaction of loans and is included in other assets. Other real estate owned is recorded at its estimated fair value less estimated selling costs at the date of transfer, with any excess of the related loan balance over the fair value less expected selling costs charged to the allowance for loan losses. Subsequent changes in value are reported as adjustments to the carrying amount and are recorded in other non-interest expense. Gains and losses upon sale, if any, are also charged to other non-interest expense. Fair value is generally based on third party appraisals and internal estimates that are adjusted by a discount representing the estimated cost of sale and is therefore considered a Level 3 valuation.

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The Company’s Managed Assets Division is primarily responsible for the valuation of Level 3 inputs for other real estate owned. At June 30, 2021,2022, the Company had $15.6$6.8 million of other real estate owned classified as Level 3. The unobservable input applied to other real estate owned relates to the 10% reduction to the appraisal value representing the estimated cost of sale of the foreclosed property. A higher discount for the estimated cost of sale results in a decreased carrying value.

The valuation techniques and significant unobservable inputs used to measure both recurring and non-recurring Level 3 fair value measurements at June 30, 20212022 were as follows:
(Dollars in thousands)Fair ValueValuation MethodologySignificant Unobservable InputRange
of Inputs
Weighted
Average
of Inputs
Impact to valuation
from an increased or
higher input value
Measured at fair value on a recurring basis:
Municipal securities$113,485 Bond pricingEquivalent ratingBBB-AA+N/AIncrease
Mortgage loans held-for-sale88,963 Discounted cash flowsDiscount rate4.80%4.80%Decrease
Credit discount0% - 8%0.29%Decrease
Loans held-for-investment84,798 Discounted cash flowsDiscount rate4.80% - 5.38%4.86%Decrease
Credit discount0% - 8%0.65%Decrease
Constant prepayment rate (CPR) - current loans6.82%6.82%Decrease
Average life - delinquent loans (in years)1.0 year - 11.0 years2.5 yearsDecrease
MSRs212,664 Discounted cash flowsDiscount rate7% - 19%9.80%Decrease
Constant prepayment rate (CPR)0% - 90%6.82%Decrease
Cost of servicing$70 - $200$75 Decrease
Cost of servicing - delinquent$200 - 1,000$318 Decrease
Derivatives6,649 Discounted cash flowsPull-through rate22% - 100%84.9 %Increase
Measured at fair value on a non-recurring basis:
Individually assessed loans - foreclosure probable and collateral-dependent59,921 Appraisal valueAppraisal adjustment - cost of sale10%10.00%Decrease
Other real estate owned6,839 Appraisal valueAppraisal adjustment - cost of sale10%10.00%Decrease
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(Dollars in thousands)Fair ValueValuation MethodologySignificant Unobservable InputRange
of Inputs
Weighted
Average
of Inputs
Impact to valuation
from an increased or
higher input value
Measured at fair value on a recurring basis:
Municipal Securities$117,606 Bond pricingEquivalent ratingBBB-AA+N/AIncrease
Loans held-for-investment11,007 Discounted cash flowsDiscount rate2.88%2.88%Decrease
Credit discount0%-3%0.61%Decrease
Constant prepayment rate (CPR)13.30%13.30%Decrease
MSRs127,604 Discounted cash flowsDiscount rate6%-21%9.85%Decrease
Constant prepayment rate (CPR)6%-92%13.30%Decrease
Cost of servicing$70-$200$76Decrease
Cost of servicing - delinquent$200-$1,000$340Decrease
Derivatives22,570 Discounted cash flowsPull-through rate1%-100%83.98%Increase
Measured at fair value on a non-recurring basis:
Individually assessed loans - foreclosure probable and collateral-dependent$79,696 Appraisal valueAppraisal adjustment - cost of sale10%10.00%Decrease
Other real estate owned15,572 Appraisal valueAppraisal adjustment - cost of sale10%10.00%Decrease
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The Company is required under applicable accounting guidance to report the fair value of all financial instruments on the Consolidated Statements of Condition, including those financial instruments carried at cost. The table below presents the carrying amounts and estimated fair values of the Company’s financial instruments as of the dates shown:

At June 30, 2021At December 31, 2020At June 30, 2020At June 30, 2022At December 31, 2021At June 30, 2021
CarryingFairCarryingFairCarryingFairCarryingFairCarryingFairCarryingFair
(In thousands)(In thousands)ValueValueValueValueValueValue(In thousands)ValueValueValueValueValueValue
Financial Assets:Financial Assets:Financial Assets:
Cash and cash equivalentsCash and cash equivalents$435,009 $435,009 $322,474 $322,474 $345,057 $345,057 Cash and cash equivalents$498,947 $498,947 $411,205 $411,205 $435,009 $435,009 
Securities sold under agreements to repurchase with original maturities exceeding three monthsSecurities sold under agreements to repurchase with original maturities exceeding three months475,000 475,000 700,000 700,000 — — 
Interest-bearing deposits with banksInterest-bearing deposits with banks4,707,415 4,707,415 4,802,527 4,802,527 4,015,072 4,015,072 Interest-bearing deposits with banks3,266,541 3,266,541 5,372,603 5,372,603 4,707,415 4,707,415 
Available-for-sale securitiesAvailable-for-sale securities2,188,608 2,188,608 3,055,839 3,055,839 3,194,961 3,194,961 Available-for-sale securities2,970,121 2,970,121 2,327,793 2,327,793 2,188,608 2,188,608 
Held-to-maturity securitiesHeld-to-maturity securities2,498,232 2,480,232 579,138 593,767 728,465 744,286 Held-to-maturity securities3,413,469 2,900,269 2,942,285 2,900,694 2,498,232 2,480,232 
Trading account securitiesTrading account securities2,667 2,667 671 671 890 890 Trading account securities1,010 1,010 1,061 1,061 2,667 2,667 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value86,316 86,316 90,862 90,862 52,460 52,460 Equity securities with readily determinable fair value93,295 93,295 90,511 90,511 86,316 86,316 
FHLB and FRB stock, at costFHLB and FRB stock, at cost136,625 136,625 135,588 135,588 135,571 135,571 FHLB and FRB stock, at cost136,138 136,138 135,378 135,378 136,625 136,625 
Brokerage customer receivablesBrokerage customer receivables23,093 23,093 17,436 17,436 14,623 14,623 Brokerage customer receivables21,527 21,527 26,068 26,068 23,093 23,093 
Mortgage loans held-for-sale, at fair valueMortgage loans held-for-sale, at fair value984,994 984,994 1,272,090 1,272,090 833,163 833,163 Mortgage loans held-for-sale, at fair value513,232 513,232 817,912 817,912 984,994 984,994 
Loans held-for-investment, at fair valueLoans held-for-investment, at fair value55,340 55,340 55,134 55,134 254,614 254,614 Loans held-for-investment, at fair value122,757 122,757 38,598 38,598 55,340 55,340 
Loans held-for-investment, at amortized costLoans held-for-investment, at amortized cost32,855,847 32,831,405 32,023,939 31,871,683 31,148,289 31,004,403 Loans held-for-investment, at amortized cost36,930,346 36,165,838 34,750,506 35,297,878 32,855,847 32,831,405 
Nonqualified deferred compensation assetsNonqualified deferred compensation assets16,590 16,590 15,398 15,398 13,576 13,576 Nonqualified deferred compensation assets13,936 13,936 16,240 16,240 16,590 16,590 
Derivative assetsDerivative assets212,380 212,380 278,423 278,423 327,624 327,624 Derivative assets183,925 183,925 165,008 165,008 212,380 212,380 
Accrued interest receivable and otherAccrued interest receivable and other270,087 270,087 272,339 272,339 263,743 263,743 Accrued interest receivable and other283,626 283,626 268,921 268,921 270,087 270,087 
Total financial assetsTotal financial assets$44,473,203 $44,430,761 $42,921,858 $42,784,231 $41,328,108 $41,200,043 Total financial assets$48,923,870 $47,646,162 $48,064,089 $48,569,870 $44,473,203 $44,430,761 
Financial LiabilitiesFinancial LiabilitiesFinancial Liabilities
Non-maturity depositsNon-maturity deposits$34,440,741 $34,440,741 $32,116,023 $32,116,023 $30,814,487 $30,814,487 Non-maturity deposits$38,917,105 $38,917,105 $38,126,796 $38,126,796 $34,440,741 $34,440,741 
Deposits with stated maturitiesDeposits with stated maturities4,363,875 4,352,116 4,976,628 4,969,849 4,837,387 4,838,831 Deposits with stated maturities3,676,221 3,683,452 3,968,789 3,965,372 4,363,875 4,352,116 
FHLB advancesFHLB advances1,241,071 1,161,457 1,228,429 1,172,315 1,228,416 1,181,462 FHLB advances1,166,071 1,116,429 1,241,071 1,186,280 1,241,071 1,161,457 
Other borrowingsOther borrowings518,493 518,493 518,928 518,928 508,535 508,535 Other borrowings482,787 483,592 494,136 494,670 518,493 518,493 
Subordinated notesSubordinated notes436,719 476,683 436,506 473,093 436,298 473,324 Subordinated notes437,162 434,809 436,938 472,684 436,719 476,683 
Junior subordinated debenturesJunior subordinated debentures253,566 206,614 253,566 204,713 253,566 170,449 Junior subordinated debentures253,566 281,085 253,566 212,226 253,566 206,614 
Derivative liabilitiesDerivative liabilities193,439 193,439 288,465 288,465 355,265 355,265 Derivative liabilities167,857 167,857 123,000 123,000 193,439 193,439 
Accrued interest payableAccrued interest payable10,551 10,551 15,645 15,645 17,200 17,200 Accrued interest payable8,233 8,233 9,304 9,304 10,551 10,551 
Total financial liabilitiesTotal financial liabilities$41,458,455 $41,360,094 $39,834,190 $39,759,031 $38,451,154 $38,359,553 Total financial liabilities$45,109,002 $45,092,562 $44,653,600 $44,590,332 $41,458,455 $41,360,094 

Not all the financial instruments listed in the table above are subject to the disclosure provisions of ASC Topic 820, as certain assets and liabilities result in their carrying value approximating fair value. These include cash and cash equivalents, interest bearinginterest-bearing deposits with banks, brokerage customer receivables, FHLB and FRB stock, accrued interest receivable and accrued interest payable and non-maturity deposits.

The following methods and assumptions were used by the Company in estimating fair values of financial instruments that were not previously disclosed.

Held-to-maturity securities. Held-to-maturity securities include U.S. Government-sponsoredgovernment-sponsored agency securities, and municipal bonds issued by various municipal government entities primarily located in the Chicago metropolitan area and southern Wisconsin.Wisconsin and mortgage-backed securities. Fair values for held-to-maturity securities are typically based on prices obtained from independent pricing vendors. In accordance with ASC 820, the Company has generally categorized these held-to-maturity securities as a Level 2 fair value measurement. Fair values for certain other held-to-maturity securities are based on the bond pricing methodology discussed previously related to certain available-for-sale securities. In accordance with ASC 820, the Company has categorized these held-to-maturity securities as a Level 3 fair value measurement.

Loans held-for-investment, at amortized cost. Fair values are estimated for portfolios of loans with similar financial characteristics. Loans are analyzed by type such as commercial, residential real estate, etc. Each category is further segmented by interest rate type (fixed and variable) and term. For variable-rate loans that reprice frequently, estimated fair values are based
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on carrying values. The fair value of residential loans is based on secondary market sources for securities backed by similar loans, adjusted for differences in loan characteristics. The fair value for other fixed rate loans is estimated by discounting
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scheduled cash flows through the estimated maturity using estimated market discount rates that reflect credit and interest rate risks inherent in the loan. In accordance with ASC 820, the Company has categorized loans as a Level 3 fair value measurement.

Deposits with stated maturities. The fair value of certificates of deposit is based on the discounted value of contractual cash flows. The discount rate is estimated using the rates currently in effect for deposits of similar remaining maturities. In accordance with ASC 820, the Company has categorized deposits with stated maturities as a Level 3 fair value measurement.

FHLB advances. The fair value of FHLB advances is obtained from the FHLB which uses a discounted cash flow analysis based on current market rates of similar maturity debt securities to discount cash flows. In accordance with ASC 820, the Company has categorized FHLB advances as a Level 3 fair value measurement.

Subordinated notes. The fair value of the subordinated notes is based on a market price obtained from an independent pricing vendor. In accordance with ASC 820, the Company has categorized subordinated notes as a Level 2 fair value measurement.

Junior subordinated debentures. The fair value of the junior subordinated debentures is based on the discounted value of contractual cash flows. In accordance with ASC 820, the Company has categorized junior subordinated debentures as a Level 3 fair value measurement.

(16)(17) Stock-Based Compensation Plans

In May 2015,2022, the Company’s shareholders approved the 20152022 Stock Incentive Plan (“the 20152022 Plan”) which provides for the issuance of up to 5,485,0001,200,000 shares of common stock.stock plus any shares of common stock that were available for awards under the 2015 Plan as of the effective date of the 2022 Plan. The 2022 Plan replaced the 2015 Stock Incentive Plan (“the 2015 Plan”), and similarly, the 2015 Plan replaced the 2007 Stock Incentive Plan (“the 2007 Plan”) whichand the 2007 Plan replaced the 1997 Stock Incentive Plan (“the 1997 Plan”). The 2022 Plan, 2015 Plan, the 2007 Plan and the 1997 Plan are collectively referred to as “the Plans.” The 20152022 Plan has substantially similar terms to the 2007 Plan and the 1997 Plan.predecessor plans. Awards granted under the Plans for which common shares are not issued by reason of cancellation, forfeiture, lapse of such award or settlement of such award in cash, are again available under the 20152022 Plan. All grants made after the approval of the 20152022 Plan are made pursuant to the 20152022 Plan. As of June 30, 2021,2022, approximately 978,0001,596,000 shares were available for future grants, assuming the maximum number of shares are issued for the performance awards outstanding. The Plans cover substantially all employees of Wintrust. The Compensation Committee of the Board of Directors administers all stock-based compensation programs and authorizes all awards granted pursuant to the Plans.

The Plans permit the grant of incentive stock options, non-qualified stock options, stock appreciation rights, stock awards, restricted share or unit awards, performance awards and other incentive awards valued in whole or in part by reference to the Company’s common stock, all on a stand alone, combination or tandem basis. The Company historically awarded stock-based compensation in the form of time-vested non-qualified stock options and time-vested restricted share unit awards (“restricted shares”). The grants of options provide for the purchase of shares of the Company’s common stock at the fair market value of the stock on the date the options are granted. Stock options generally vest ratably over periods of three to five years and have a maximum term of seven years from the date of grant. Restricted shares entitle the holders to receive, at no cost, shares of the Company’s common stock. Restricted shares generally vest over periods of one to five years from the date of grant.

Beginning in 2011, the Company has awarded annual grants under the Long-Term Incentive Program (“LTIP”), which is administered under the Plans. The LTIP is designed in part to align the interests of management with the interests of shareholders, foster retention, create a long-term focus based on sustainable results and provide participants with a target long-term incentive opportunity. LTIP grants in 2022 and 2021 consisted of a combination of performance-based stock awards with a performance condition metric, performance-based stock awards with a market condition metric and time-vested restricted shares, and in 2020 consisted of a combination of performance-based stock awards and performance-based cash awards (both with a performance condition metric) and time-vested restricted shares. LTIP grants from 2017 through 2019 consisted of a combination of performance-based stock awards and performance-based cash awards, and prior to 2017, nonqualified stock options were in the mix of award types. Stock options granted under the LTIP have a term of seven years and generally vested equally over three years based on continued service. Performance-based stock and cash awards granted under the LTIP are contingent upon the achievement of pre-established long-term performance goals set in advance by the Compensation Committee over a three-year period starting at the beginning of each calendar year. Performance-based stock awards with a market condition metric are contingent on the total shareholder return performance over a three-year period starting at the beginning of each calendar year relative to the KBW Regional Bank Index. These performance awards are granted at a target
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level, and based on the Company’s achievement of the pre-established long-term goals, the actual payouts can range from 0% to a maximum of 150% of the target award. The awards typically vest in the quarter after the end of the performance period upon certification of the payout by the Compensation Committee of the Board of Directors. Holders of performance-based
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stock awards are entitled to receive, at no cost, the shares earned based on the achievement of the pre-established long-term goals.

Holders of restricted share awards and performance-based stock awards received under the Plans are not entitled to vote or receive cash dividends (or cash payments equal to the cash dividends) on the underlying common shares until the awards are vested and shares are issued. Shares that are vested but not issuable pursuant to deferred compensation arrangements accrue additional shares based on the value of dividends otherwise paid. Except in limited circumstances, these awards are canceled upon termination of employment without any payment of consideration by the Company.

Stock-based compensation is measured as the fair value of an award on the date of grant, and the measured cost is recognized over the period which the recipient is required to provide service in exchange for the award. The fair value of restricted share and performance-based stock awards with a performance condition metric is determined based on the average of the high and low trading prices on the grant date. The fair value of performance stock awards with a market condition metric is estimated using a Monte Carlo simulation model and the fair value of stock options is estimated using a Black-Scholes option-pricing model. The Monte Carlo simulation model and the Black-Scholes option-pricing model require the input of highly subjective assumptions and are sensitive to changes in the award's expected life and the price volatility of the underlying stock, which can materially affect the fair value estimates. Management periodically reviews and adjusts the assumptions used to calculate the fair value of such awards when granted. NaNNo options have been granted since 2016.

Stock based compensation is recognized based upon the number of awards that are ultimately expected to vest, taking into account expected forfeitures. In addition, for performance-based awards with a performance metric, an estimate is made of the number of shares expected to vest as a result of actual performance against the performance criteria in the award to determine the amount of compensation expense to recognize. The estimate is re-evaluated quarterly and total compensation expense is adjusted for any change in estimate in the current period. Stock-based compensation expense recognized in the Consolidated Statements of Income was $7.0 million in the second quarter of 2022 and $3.3 million in the second quarter of 2021, and $540,000 in the second quarter of 2020,$14.9 million and $6.2 million and $(2.3) million in the 2021six month periods ended June 30, 2022 and 2020 year-to-date periods,2021, respectively.

A summary of the Company'sCompany’s stock option activity for the six months ended June 30, 20212022 and June 30, 20202021 is presented below:
Stock OptionsStock OptionsCommon
Shares
Weighted
Average
Strike Price
Remaining
Contractual
Term (1)
Intrinsic
Value (2)
(in thousands)
Stock OptionsCommon
Shares
Weighted
Average
Strike Price
Remaining
Contractual
Term (1)
Intrinsic
Value (2)
(in thousands)
Outstanding at January 1, 2021520,663 $42.47 
Outstanding at January 1, 2022Outstanding at January 1, 2022193,447 $41.62 
GrantedGranted0 0 Granted  
ExercisedExercised(237,892)43.05 Exercised(83,507)42.39 
Forfeited or canceledForfeited or canceled(590)46.86 Forfeited or canceled(1,430)40.87 
Outstanding at June 30, 2021282,181 $41.98 1.7$9,496 
Exercisable at June 30, 2021280,632 $41.95 1.6$9,453 
Outstanding at June 30, 2022Outstanding at June 30, 2022108,510 $41.04 1.2$4,244 
Exercisable at June 30, 2022Exercisable at June 30, 2022108,510 $41.04 1.2$4,244 
Stock OptionsCommon
Shares
Weighted
Average
Strike Price
Remaining
Contractual
Term (1)
Intrinsic
Value (2)
(in thousands)
Outstanding at January 1, 2020755,332 $42.43 
Granted
Exercised(98,659)38.75 
Forfeited or canceled(648)46.86 
Outstanding at June 30, 2020656,025 $42.98 2.2$970 
Exercisable at June 30, 2020648,124 $42.97 2.2$957 

Stock OptionsCommon
Shares
Weighted
Average
Strike Price
Remaining
Contractual
Term (1)
Intrinsic
Value (2)
(in thousands)
Outstanding at January 1, 2021520,663 $42.47 
Granted— — 
Exercised(237,892)43.05 
Forfeited or canceled(590)46.86 
Outstanding at June 30, 2021282,181 $41.98 1.7$9,496 
Exercisable at June 30, 2021280,632 $41.95 1.6$9,453 
(1)Represents the remaining weighted average contractual life in years.
(2)Aggregate intrinsic value represents the total pre-tax intrinsic value (i.e., the difference between the Company'sCompany’s stock price on the last trading day of the quarter and the option exercise price, multiplied by the number of shares) that would have been received by the option holders if they had exercised their options on the last day of the quarter. Options with exercise prices above the stock price on the last trading day of the quarter are excluded from the calculation of intrinsic value. The intrinsic value will change based on the fair market value of the Company's stock.

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The aggregate intrinsic value of options exercised during the six months ended June 30, 20212022 and June 30, 2020,2021, was $7.6$4.7 million and $2.7$7.6 million, respectively. Cash received from option exercises under the Plans for the six months ended June 30, 20212022 and June 30, 20202021 was $10.2$3.5 million and $3.8$10.2 million, respectively.

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A summary of the Plans'Plans’ restricted share activity for the six months ended June 30, 20212022 and June 30, 20202021 is presented below:
Six months ended June 30, 2021Six months ended June 30, 2020Six months ended June 30, 2022Six months ended June 30, 2021
Restricted SharesRestricted SharesCommon
Shares
Weighted
Average
Grant-Date
Fair Value
Common
Shares
Weighted
Average
Grant-Date
Fair Value
Restricted SharesCommon
Shares
Weighted
Average
Grant-Date
Fair Value
Common
Shares
Weighted
Average
Grant-Date
Fair Value
Outstanding at January 1Outstanding at January 1234,794 $59.02 144,328 $60.37 Outstanding at January 1476,813 $61.33 234,794 $59.02 
GrantedGranted261,498 63.01 106,139 62.53 Granted204,043 96.95 261,498 63.01 
Vested and issuedVested and issued(10,022)75.15 (12,099)76.98 Vested and issued(56,380)64.44 (10,022)75.15 
Forfeited or canceledForfeited or canceled(7,525)63.76 (4,162)79.22 Forfeited or canceled(9,722)72.87 (7,525)63.76 
Outstanding at June 30Outstanding at June 30478,745 $60.79 234,206 $60.16 Outstanding at June 30614,754 $72.68 478,745 $60.79 
Vested, but not issuable at June 30Vested, but not issuable at June 3094,729 $52.30 92,910 $52.14 Vested, but not issuable at June 3096,400 $52.83 94,729 $52.30 

A summary of the Plans'Plans’ performance-based stock award activity, based on the target level of the awards, for the six months ended June 30, 20212022 and June 30, 20202021 is presented below:
Six months ended June 30, 2021Six months ended June 30, 2020Six months ended June 30, 2022Six months ended June 30, 2021
Performance-based StockPerformance-based StockCommon
Shares
Weighted
Average
Grant-Date
Fair Value
Common
Shares
Weighted
Average
Grant-Date
Fair Value
Performance-based StockCommon
Shares
Weighted
Average
Grant-Date
Fair Value
Common
Shares
Weighted
Average
Grant-Date
Fair Value
Outstanding at January 1Outstanding at January 1482,608 $71.15 465,515 $74.37 Outstanding at January 1557,255 $62.94 482,608 $71.15 
GrantedGranted207,620 58.93 169,642 63.56 Granted160,326 97.16 207,620 58.93 
Added by performance factor at vestingAdded by performance factor at vesting0 0 48,831 72.59 Added by performance factor at vesting  — — 
Vested and issuedVested and issued0 0 (180,789)72.59 Vested and issued  — — 
Expired, canceled or forfeitedExpired, canceled or forfeited(131,287)86.79 (8,666)72.74 Expired, canceled or forfeited(163,803)71.44 (131,287)86.79 
Outstanding at June 30Outstanding at June 30558,941 $62.94 494,533 $71.19 Outstanding at June 30553,778 $70.34 558,941 $62.94 
Vested, but deferred at June 30Vested, but deferred at June 3034,889 $43.41 34,219 $43.07 Vested, but deferred at June 3035,424 $44.04 34,889 $43.41 

(17)
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(18) Shareholders’ Equity and Earnings Per Share

Common Stock Offering

In June 2022, the Company sold a total of 3,450,000 shares of its common stock through a public offering. Net proceeds to the Company totaled approximately $285.7 million, net of estimated issuance costs.

Series D Preferred Stock

In June 2015, the Company issued and sold 5,000,000 shares of fixed-to-floating rate non-cumulative perpetual preferred stock, Series D, liquidation preference $25 per share (the “Series D Preferred Stock”) for $125.0 million in a public offering. When, as and if declared, dividends on the Series D Preferred Stock are payable quarterly in arrears at a fixed rate of 6.50% per annum from the original issuance date to, but excluding, July 15, 2025, and from (and including) that date at a floating rate equal to three-month LIBOR plus a spread of 4.06% per annum.

Series E Preferred Stock

In May 2020, the Company issued 11,500 shares of fixed-rate reset non-cumulative perpetual preferred stock, Series E, liquidation preference $25,000 per share (the “Series E Preferred Stock”) as part of a $287.5 million public offering of 11,500,000 depositary shares, each representing a 1/1,000th interest in a share of Series E Preferred Stock. When, as and if declared, dividends on the Series E Preferred Stock are payable quarterly in arrears at a fixed rate of 6.875% per annum starting onfrom October 15, 2020.2020 to, but excluding, July 15, 2025, and from (and including) July 15, 2025 at a floating rate equal to the Five-Year Treasury Rate (as defined in the certificate of designations for the Series E Preferred Stock) plus 6.507%.

Other

At the January 2021 Board2022 meeting of Directors meeting,the board of directors of the Company (the “Board of Directors”), a quarterly cash dividend of $0.31$0.34 per share ($1.241.36 on an annualized basis) was declared. It was paid on February 25, 202124, 2022 to shareholders of record as of February 11, 2021.10, 2022. At the April 20212022 Board of Directors meeting, a quarterly cash dividend of $0.31$0.34 per share ($1.241.36 on an annualized basis) was declared. It was paid on May 20, 202126, 2022 to shareholders of record as of May 6, 2021.

12, 2022.

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Accumulated Other Comprehensive Income (Loss)

The following tables summarize the components of other comprehensive income (loss), including the related income tax effects, and the related amount reclassified to net income for the periods presented (in thousands).
Accumulated
Unrealized
Gains (Losses)
on Securities
Accumulated
Unrealized Gains (Losses) on
Derivative
Instruments
Accumulated
Foreign
Currency
Translation
Adjustments
Total
Accumulated
Other
Comprehensive
Income (Loss)
Balance at April 1, 2021$26,022 $14,167 $(30,085)$10,104 
Other comprehensive income (loss) during the period, net of tax, before reclassifications4,628 (11,483)2,309 (4,546)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(427)5,036 0 4,609 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(34)0 0 (34)
Net other comprehensive income (loss) during the period, net of tax$4,167 $(6,447)$2,309 $29 
Balance at June 30, 2021$30,189 $7,720 $(27,776)$10,133 
Balance at January 1, 2021$70,737 $(23,090)$(32,265)$15,382 
Other comprehensive (loss) income during the period, net of tax, before reclassifications(39,891)20,862 4,489 (14,540)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(581)9,948 0 9,367 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(76)0 0 (76)
Net other comprehensive (loss) income during the period, net of tax$(40,548)$30,810 $4,489 $(5,249)
Balance at June 30, 2021$30,189 $7,720 $(27,776)$10,133 
Balance at April 1, 2020$81,573 $(41,512)$(47,664)$(7,603)
Other comprehensive income (loss) during the period, net of tax, before reclassifications3,718 (6,092)5,167 2,793 
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax249 3,998 4,247 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(34)(34)
Net other comprehensive income (loss) during the period, net of tax$3,933 $(2,094)$5,167 $7,006 
Balance at June 30, 2020$85,506 $(43,606)$(42,497)$(597)
Balance at January 1, 2020$14,982 $(13,141)$(36,519)$(34,678)
Other comprehensive income (loss) during the period, net of tax, before reclassifications70,725 (35,262)(5,978)29,485 
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(110)4,797 4,687 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(91)(91)
Net other comprehensive income (loss) during the period, net of tax$70,524 $(30,465)$(5,978)$34,081 
Balance at June 30, 2020$85,506 $(43,606)$(42,497)$(597)
Accumulated
Unrealized
Gains (Losses)
on Securities
Accumulated
Unrealized Gains (Losses) on
Derivative
Instruments
Accumulated
Foreign
Currency
Translation
Adjustments
Total
Accumulated
Other
Comprehensive
Income (Loss)
Balance at April 1, 2022$(142,604)$56,060 $(29,455)$(115,999)
Other comprehensive (loss) income during the period, net of tax, before reclassifications(122,154)999 (6,593)(127,748)
Amount reclassified from accumulated other comprehensive (loss) income into net income, net of tax 742  742 
Amount reclassified from accumulated other comprehensive (loss) income related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(32)  (32)
Net other comprehensive (loss) income during the period, net of tax$(122,186)$1,741 $(6,593)$(127,038)
Balance at June 30, 2022$(264,790)$57,801 $(36,048)$(243,037)
Balance at January 1, 2022$8,724 $27,111 $(31,743)$4,092 
Other comprehensive (loss) income during the period, net of tax, before reclassifications(273,268)26,022 (4,305)(251,551)
Amount reclassified from accumulated other comprehensive (loss) income into net income, net of tax(183)4,668  4,485 
Amount reclassified from accumulated other comprehensive (loss) income related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(63)  (63)
Net other comprehensive (loss) income during the period, net of tax$(273,514)$30,690 $(4,305)$(247,129)
Balance at June 30, 2022$(264,790)$57,801 $(36,048)$(243,037)
Balance at April 1, 2021$26,022 $14,167 $(30,085)$10,104 
Other comprehensive income (loss) during the period, net of tax, before reclassifications4,628 (11,483)2,309 (4,546)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(427)5,036 — 4,609 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(34)— — (34)
Net other comprehensive income (loss) during the period, net of tax$4,167 $(6,447)$2,309 $29 
Balance at June 30, 2021$30,189 $7,720 $(27,776)$10,133 
Balance at January 1, 2021$70,737 $(23,090)$(32,265)$15,382 
Other comprehensive (loss) income during the period, net of tax, before reclassifications(39,891)20,862 4,489 (14,540)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(581)9,948 — 9,367 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(76)— — (76)
Net other comprehensive (loss) income during the period, net of tax$(40,548)$30,810 $4,489 $(5,249)
Balance at June 30, 2021$30,189 $7,720 $(27,776)$10,133 

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Amount Reclassified from Accumulated Other Comprehensive Income (Loss) for theAmount Reclassified from Accumulated Other Comprehensive Income (Loss) for the
Details Regarding the Component of Accumulated Other Comprehensive Income (Loss)Details Regarding the Component of Accumulated Other Comprehensive Income (Loss)Three Months EndedSix Months EndedImpacted Line on the
Consolidated Statements of Income
Details Regarding the Component of Accumulated Other Comprehensive Income (Loss)Three Months EndedSix Months EndedImpacted Line on the
Consolidated Statements of Income
June 30,June 30,June 30,June 30,
20212020202120202022202120222021
Accumulated unrealized gains on securitiesAccumulated unrealized gains on securitiesAccumulated unrealized gains on securities
Gains (losses) included in net income$584 $(341)$794 $150 Gains (losses) on investment securities, net
Gains included in net incomeGains included in net income$ $584 $250 $794 (Losses) gains on investment securities, net
584 (341)794 150 Income before taxes 584 250 794 Income before taxes
Tax effectTax effect(157)92 (213)(40)Income tax expenseTax effect (157)(67)(213)Income tax expense
Net of taxNet of tax$427 $(249)$581 $110 Net incomeNet of tax$ $427 $183 $581 Net income
Accumulated unrealized gains on derivative instruments
Accumulated unrealized losses on derivative instrumentsAccumulated unrealized losses on derivative instruments
Amount reclassified to interest expense on depositsAmount reclassified to interest expense on deposits$5,054 $4,363 $9,951 $4,922 Interest on depositsAmount reclassified to interest expense on deposits$657 $5,054 $5,476 $9,951 Interest on deposits
Amount reclassified to interest expense on other borrowingsAmount reclassified to interest expense on other borrowings653 426 1,322 718 Interest on other borrowingsAmount reclassified to interest expense on other borrowings355 653 889 1,322 Interest on other borrowings
Amount reclassified to interest expense on junior subordinated debenturesAmount reclassified to interest expense on junior subordinated debentures1,159 662 2,289 901 Interest on junior subordinated debenturesAmount reclassified to interest expense on junior subordinated debentures 1,159  2,289 Interest on junior subordinated debentures
(6,866)(5,451)(13,562)(6,541)Income before taxes(1,012)(6,866)(6,365)(13,562)Income before taxes
Tax effectTax effect1,830 1,453 3,614 1,744 Income tax expenseTax effect270 1,830 1,697 3,614 Income tax expense
Net of taxNet of tax$(5,036)$(3,998)$(9,948)$(4,797)Net incomeNet of tax$(742)$(5,036)$(4,668)$(9,948)Net income

Earnings per Share

The following table shows the computation of basic and diluted earnings per share for the periods indicated:
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
(In thousands, except per share data)(In thousands, except per share data)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
(In thousands, except per share data)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Net incomeNet income$105,109 $21,659 $258,257 $84,471 Net income$94,513 $105,109 $221,904 $258,257 
Less: Preferred stock dividendsLess: Preferred stock dividends6,991 2,050 13,982 4,100 Less: Preferred stock dividends6,991 6,991 13,982 13,982 
Net income applicable to common sharesNet income applicable to common shares(A)$98,118 $19,609 $244,275 $80,371 Net income applicable to common shares(A)$87,522 $98,118 $207,922 $244,275 
Weighted average common shares outstandingWeighted average common shares outstanding(B)57,049 57,567 56,977 57,593 Weighted average common shares outstanding(B)58,063 57,049 57,632 56,977 
Effect of dilutive potential common sharesEffect of dilutive potential common sharesEffect of dilutive potential common shares
Common stock equivalentsCommon stock equivalents726 414 691 481 Common stock equivalents775 726 823 691 
Weighted average common shares and effect of dilutive potential common sharesWeighted average common shares and effect of dilutive potential common shares(C)57,775 57,981 57,668 58,074 Weighted average common shares and effect of dilutive potential common shares(C)58,838 57,775 58,455 57,668 
Net income per common share:Net income per common share:Net income per common share:
BasicBasic(A/B)$1.72 $0.34 $4.29 $1.40 Basic(A/B)$1.51 $1.72 $3.61 $4.29 
DilutedDiluted(A/C)$1.70 $0.34 $4.24 $1.38 Diluted(A/C)$1.49 $1.70 $3.56 $4.24 

Potentially dilutive common shares can result from stock options, restricted stock unit awards, stock warrants and shares to be issued under the Employee Stock Purchase Plan and the Directors Deferred Fee and Stock Plan, being treated as if they had been either exercised or issued, computed by application of the treasury stock method. While potentially dilutive common shares are typically included in the computation of diluted earnings per share, potentially dilutive common shares are excluded from this computation in periods in which the effect of inclusion would either reduce the loss per share or increase the income per share.

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ITEM 2
MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL
CONDITION AND RESULTS OF OPERATIONS

The following discussion and analysis of the financial condition of Wintrust Financial Corporation and its subsidiaries (collectively, "Wintrust"“Wintrust” or the "Company"“Company”) as of June 30, 20212022 compared with December 31, 20202021 and June 30, 2020,2021, and the results of operations for the three and six month periodperiods ended June 30, 20212022 and June 30, 2020,2021, should be read in conjunction with the unaudited consolidated financial statements and notes contained in this report and the risk factors discussed under Item 1A of the Company’s Annual Report on Form 10-K for the year ended December 31, 2020 ("20202021 (“2021 Form 10-K"10-K”) and in Part II, Item 1A, of this Form 10-Q. This discussion contains forward-looking statements that involve risks and uncertainties and, as such, future results could differ significantly from management’s current expectations. See the last section of this discussion for further information on forward-looking statements.

Introduction

Wintrust is a financial holding company that provides traditional community banking services, primarily in the Chicago metropolitan area, southern Wisconsin and northwest Indiana, and operates other financing businesses on a national basis and in Canada through several non-bank business units. Additionally, Wintrust offers a full array of wealth management services primarily to customers in the Chicago metropolitan area, southern Wisconsin and northwest Indiana.

Overview

Impact of COVID-19

In March 2020, the outbreak of COVID-19 was recognized as a global pandemic by the World Health Organization, resulting in unprecedented uncertainty and volatility in world-wide financial markets. Governments' actions calling for shelter in placeAlthough vaccines and social distancing led to rapid changes in business revenues, increased unemployment, and negatively impacted consumer activity, all of which have impacted the Company. Although vaccinesrelated boosters are now being widely distributed, the COVID-19 pandemic, including the continued emergence of variant strains of the virus, may continue to impact the Company's future results.

TheFollowing two years during which designated Company activated its pandemic response plan in early March 2020, as well as applicable elements of its business continuity plan. In order to protect the health of our customers and employees and in accordance with applicable government directives, we modified certain of our business protocols to direct employees to work from home unless their role required them to be on site, in which case we have implemented enhanced safety measures including social distancing, enhanced cleaning and sanitization, and certain personal protective equipment. With the phased reopening of certain state and municipal areas, the Company implemented a comprehensive plan that permits certain remote employees to return to their respective workplaces, where enhanced safety measures also have been implemented. Atworked almost entirely remotely, at present, however, the majority of the Company’s workforce continueshas discontinued fully remote work and has transitioned back to work remotelyworking on site, for all or a nearly daily basis.portion of the workweek, where enhanced health and safety measures have been implemented.

OnSince March 27,of 2020, the Coronavirus Aid, Relief, and Economic Security ("CARES") Act was enacted. The CARES Act includes appropriations and other measures designed to address the impact of the COVID-19 pandemic, including the Paycheck Protection Program ("PPP"), which is designed to aid eligible small and medium-sized businesses through federally-guaranteed loans distributed through certain banks, under the administration of the Small Business Administration ("SBA"). From the date the Company began accepting applications, April 3, 2020, through June 30, 2021, the Company secured authorization from the SBA and funded over 19,400 PPP loans with a carrying balance of approximately $4.8 billion. PPP loans are forgivable under certain circumstances, including the borrower’s use of certain loan proceeds to fund employee payroll during a specific period (e.g., eight weeks, 24 weeks) following disbursement of the borrower’s PPP loan. From the loans originated under the program, the Company has generated net fees of $146.0 million to be recognized over the life of the PPP loan adjusted for estimated prepayments.

All of our three primary business segments (community banking, specialty finance and wealth management), have been uniquely impacted and we expect will continue to be impacted by the COVID-19 pandemic, requiring the implementation of certain responses as circumstances evolve.  As non-exclusive examples of such impacts, our community banking business, including our mortgage business, has received borrower requests for temporary payment relief including payment deferrals. As of June 30, 2021, loans totaling approximately $145.6 million were modified as a result of COVID-19 disruption to our borrowers. Our insurance premium finance business is impacted by certain state legislation prohibiting canceling of insurance policies for designated periods. Our wealth management business is impacted by increased stock market volatility.

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Given the continued uncertainty regarding future economic conditions, the Company has takentook a number of actions to help ensure that it hashad adequate liquidity and capital to manage through the COVID-19 pandemic, including issuing fixed-rate reset non-cumulative perpetual preferred stock, Series E, liquidation preference $25,000 per share (the “Series E Preferred Stock”) as part of a public offering of depositary shares, each representing a 1/1,000th interest in a share of Series E Preferred Stock (the “Depositary Shares”). We believeAdditionally, in June 2022, the Company sold a total of 3,450,000 shares of its common stock through a public offering. Net proceeds to the Company totaled approximately $285.7 million, net of estimated issuance costs. The Company believes that it currently has adequate liquidity and capital to effectively manage through the COVID-19 pandemic.capital. However, we will continue to prudently evaluate available liquidity sources if necessary.

WeOn March 27, 2020, the Coronavirus Aid, Relief, and Economic Security (“CARES”) Act was enacted. The CARES Act includes appropriations and other measures designed to address the impact of the COVID-19 pandemic, including the Paycheck Protection Program (“PPP”), which was designed to aid eligible small and medium-sized businesses through federally-guaranteed loans distributed through certain banks, under the administration of the Small Business Administration (“SBA”). From the date the Company began accepting applications, April 3, 2020, through June 30, 2021, the Company secured authorization from the SBA and funded over 19,400 PPP loans, which are forgivable under certain circumstances, with a carrying balance of approximately $4.8 billion. From the loans originated under the program, the Company generated net fees of $146.0 million, of which $143.9 million has been recognized through June 30, 2022. As of June 30, 2022 the carrying balance of such loans was reduced to approximately $82.1 million primarily resulting from forgiveness by the SBA.

Although many restrictive measures related to the COVID-19 pandemic have been lifted and associated economic conditions appear to have stabilized, we continue to monitor the impact of COVID-19 closely; however,closely, so that the Company can implement necessary responses as circumstances evolve. The extent to which the COVID-19 pandemic, and its impact on the economy and our customers, will impact our operations and financial conditions remains highly uncertain. Please refer to Part II, Item 1A, “Risk Factors” of this Form 10-Q for additional information.


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Second Quarter Highlights

The Company recorded net income of $105.1$94.5 million for the second quarter of 20212022 compared to $21.7$105.1 million in the second quarter of 2020.2021. The results for the second quarter of 20212022 demonstrate continued momentum on our operating strengths and core fundamentals, including strong loan growth despite significant payoffs through forgiveness within the Company’s PPP portfolio, increasedcontinued expansion of net interest income as a result of growth in earning assets, lower production by the Company's mortgage banking business,net interest margin, significant organic loan growth diversified across the portfolio and historically good credit quality metrics. Additionally, volatility in the interest rate environment resulted in a significant negative fair value adjustments to the Company’s available-for-sale investment securities portfolio and a releasecorresponding significant negative adjustment to accumulated other comprehensive income or loss. As a result, comprehensive income (loss) totaled comprehensive losses of credit reserves attributable$32.5 million for the second quarter of 2022 compared to positive changes incomprehensive income of $105.1 million for the macroeconomic forecasts in addition to improvement in portfolio characteristics.second quarter of 2021. Comprehensive loss includes 1) net income as presented on the Company’s Consolidated Statements of Income and 2) other comprehensive income or loss from unrealized gains and losses on the Company’s available-for-sale investment securities portfolios and derivative contracts designated as cash flow hedges as well as foreign currency translation adjustments.

The Company increased its loan portfolio from $31.4 billion at June 30, 2020 and $32.1 billion at December 31, 2020 to $32.9 billion at June 30, 2021.2021 and $34.8 billion at December 31, 2021 to $37.1 billion at June 30, 2022. The increase in the current period compared to the prior periods was primarily a result of organic growth in several portfolios, including the commercial, industrial and other (excluding PPP loans), commercial real estate, residential real estate loans held for investment, commercialproperty and casualty insurance premium finance receivable and life insurance premium finance receivables portfolios. For more information regarding changes in the Company’s loan portfolio, see Financial Condition – Interest Earning Assets and Note 56 - Loans of the Consolidated Financial Statements in Item 1 of this report.

The Company recorded net interest income of $337.8 million in the second quarter of 2022 compared to $279.6 million in the second quarter of 2021 compared to $263.1 million in the second quarter of 2020.2021. This increase in net interest income recorded in the second quarter of 20212022 compared to the second quarter of 20202021 resulted primarily from growth in earning assets, specifically a $ $2.7$2.8 billion increase in average loans. Theloans, and an increase in average earnings assets was partially offset by a reduced net interest margin between periods.margin. Net interest margin of 2.92% (2.93% on a fully taxable-equivalent basis, non-GAAP) in the second quarter of 2022 compared favorably to 2.62% (2.63% on a fully taxable-equivalent basis, non-GAAP) in the second quarter of 2021, compared to 2.73% (2.74% on a fully taxable-equivalent basis, non-GAAP) in the second quarter of 2020 was primarily due to lower ratesrepricing on time deposits and a shift in earning assets in the first quarterasset mix through liquidity deployment with increasing loans and investment securities and decreasing levels of 2021 from the declining interest rate environmentlower yielding liquidity management assets (see "Net Interest Income" for further detail).

Non-interest income totaled $102.9 million in the second quarter of 2022 compared to $129.4 million in the second quarter of 2021 compared to $162.0 million in the second quarter of 2020.2021. This decrease was primarily the result of lowerdue to decreases in mortgage banking revenuerevenues due to origination volumes declining from historically elevated levels experienced in early 2021 as well as losses on investment securities (see “Non-Interest Income” for further detail).

Non-interest expense totaled $280.1$288.7 million in the second quarter of 2021, increasing $20.72022, an increase of $8.6 million, or 8%3%, compared to the second quarter of 2020.2021. The increase compared to the second quarter of 20202021 was primarily attributable to higher salariesadvertising and employee benefitsmarketing expense related to seasonal media advertising and sponsorship costs and miscellaneous expense partially offset by lower commissions due to lower mortgage loan originations (see “Non-Interest Expense” for further detail).

Management considers the maintenance of adequate liquidity to be important to the management of risk. Accordingly, during the second quarter of 2021,2022, the Company continued its practice of maintaining appropriate funding capacity to provide the Company with adequate liquidity for its ongoing operations. In this regard, the Company benefited from its strong deposit base, a liquid short-term investment portfolio and its access to funding from a variety of external funding sources. At June 30, 2021,2022, the Company had approximately $5.1$3.8 billion in overnight liquid funds and interest-bearing deposits with banks.

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RESULTS OF OPERATIONS

Earnings Summary

The Company’s key operating measures and growth rates for the three and six months ended June 30, 2021,2022, as compared to the same period last year, are shown below:
Three months endedThree months ended
(Dollars in thousands, except per share data)(Dollars in thousands, except per share data)June 30,
2021
June 30,
2020
Percentage (%) or
Basis Point (bp) Change
(Dollars in thousands, except per share data)June 30,
2022
June 30,
2021
Percentage (%) or
Basis Point (bp) Change
Net incomeNet income$105,109 $21,659 385 %Net income$94,513 $105,109 (10)%
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)(1)
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)(1)
128,851 165,756 (22)
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)(1)
152,078 128,851 18 
Pre-tax income, excluding provision for credit losses, adjusted for changes in fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies (non-GAAP) (1)
Pre-tax income, excluding provision for credit losses, adjusted for changes in fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies (non-GAAP) (1)
151,633 134,391 13 
Net income per common share—DilutedNet income per common share—Diluted1.70 0.34 400 Net income per common share—Diluted1.49 1.70 (12)
Net revenue (1)
408,963 425,124 (4)
Net revenue (2)
Net revenue (2)
440,746 408,963 
Net interest incomeNet interest income279,590 263,131 Net interest income337,804 279,590 21 
Net interest marginNet interest margin2.62 %2.73 %(11)bpsNet interest margin2.92 %2.62 %30 bps
Net interest margin - fully taxable-equivalent (non-GAAP) (2)
2.63 2.74 (11)
Net interest margin - fully taxable-equivalent (non-GAAP) (1)
Net interest margin - fully taxable-equivalent (non-GAAP) (1)
2.93 2.63 30 
Net overhead ratio (3)
Net overhead ratio (3)
1.32 0.93 39 
Net overhead ratio (3)
1.51 1.32 19 
Return on average assetsReturn on average assets0.92 0.21 71 Return on average assets0.77 0.92 (15)
Return on average common equityReturn on average common equity10.24 2.17 807 Return on average common equity8.53 10.24 (171)
Return on average tangible common equity (non-GAAP) (2)
12.62 2.95 967 
Return on average tangible common equity (non-GAAP) (1)
Return on average tangible common equity (non-GAAP) (1)
10.36 12.62 (226)
Six months endedSix months ended
(Dollars in thousands, except per share data)(Dollars in thousands, except per share data)June 30,
2021
June 30,
2020
Percentage (%) or
Basis Point (bp) Change
(Dollars in thousands, except per share data)June 30,
2022
June 30,
2021
Percentage (%) or
Basis Point (bp) Change
Net incomeNet income$258,257 $84,471 206   %Net income$221,904 $258,257 (14)  %
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)(1)
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)(1)
290,363 305,800 (5)
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)(1)
329,864 290,363 14 
Pre-tax income, excluding provision for credit losses, adjusted for changes in fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies (non-GAAP) (1)
Pre-tax income, excluding provision for credit losses, adjusted for changes in fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies (non-GAAP) (1)
286,054 277,858 
Net income per common share—DilutedNet income per common share—Diluted4.24 1.38 206 Net income per common share—Diluted3.56 4.24 (16)
Net revenue (1)
857,364 799,809 
Net revenue (2)
Net revenue (2)
902,830 857,364 
Net interest incomeNet interest income541,485 524,574 Net interest income637,098 541,485 18 
Net interest marginNet interest margin2.58 %2.91 %(33)bpsNet interest margin2.76 %2.58 %18 bps
Net interest margin - fully taxable equivalent (non-GAAP) (2)
2.59 %2.93 %(34)
Net interest margin - fully taxable equivalent (non-GAAP) (1)
Net interest margin - fully taxable equivalent (non-GAAP) (1)
2.77 2.59 18 
Net overhead ratio (3)
Net overhead ratio (3)
1.11 %1.12 %(1)
Net overhead ratio (3)
1.25 1.11 14 
Return on average assetsReturn on average assets1.15 %0.43 %72 Return on average assets0.91 1.15 (24)
Return on average common equityReturn on average common equity12.97 %4.48 %849 Return on average common equity10.22 12.97 (275)
Return on average tangible common equity (non-GAAP) (2)
15.99 %5.81 %1,018 
Return on average tangible common equity (non-GAAP) (1)
Return on average tangible common equity (non-GAAP) (1)
12.40 15.99 (359)
At end of periodAt end of periodAt end of period
Total assetsTotal assets$46,738,450 $43,540,017 %Total assets$50,969,332 $46,738,450 %
Total loans, excluding loans held-for-saleTotal loans, excluding loans held-for-sale32,911,187 31,402,903 Total loans, excluding loans held-for-sale37,053,103 32,911,187 13 
Total loans, including loans held-for-saleTotal loans, including loans held-for-sale33,896,181 32,236,066 Total loans, including loans held-for-sale37,566,335 33,896,181 11 
Total depositsTotal deposits38,804,616 35,651,874 Total deposits42,593,326 38,804,616 10 
Total shareholders’ equityTotal shareholders’ equity4,339,011 3,990,218 Total shareholders’ equity4,727,623 4,339,011 
Book value per common share (2)
$68.81 $62.14 11 
Tangible common book value per share (2)
56.92 50.23 13 
Book value per common share (1)
Book value per common share (1)
$71.06 $68.81 
Tangible common book value per share (1)
Tangible common book value per share (1)
59.87 56.92 
Market price per common shareMarket price per common share75.63 43.62 73 Market price per common share80.15 75.63 
Allowance for loan and unfunded lending-related commitment losses to total loansAllowance for loan and unfunded lending-related commitment losses to total loans0.92 %1.19 %(27)bpsAllowance for loan and unfunded lending-related commitment losses to total loans0.84 %0.92 %(8) bps
(1)Net revenue is net interest income plus non-interest income.
(2)See following section titled, “Supplemental Non-GAAP Financial Measures/Ratios” for additional information on this performance measure/ratio.
(2)Net revenue is net interest income plus non-interest income.
(3)The net overhead ratio is calculated by netting total non-interest expense and total non-interest income, annualizing this amount, and dividing by that period’s total average assets. A lower ratio indicates a higher degree of efficiency.

Certain returns, yields, performance ratios, and quarterly growth rates are “annualized” throughout this report to represent an annual time period. This is done for analytical purposes to better discern for decision-making purposes underlying performance trends when compared to full-year or year-over-year amounts. For example, balance sheet growth rates are most often expressed in terms of an annual rate. As such, 5% growth during a quarter would represent an annualized growth rate of 20%.
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SUPPLEMENTAL NON-GAAP FINANCIAL MEASURES/RATIOS

The accounting and reporting policies of the Company conform to generally accepted accounting principles (“GAAP”) in the United States and prevailing practices in the banking industry. However, certain non-GAAP performance measures and ratios are used by management to evaluate and measure the Company’s performance. These include taxable-equivalent net interest income (including its individual components), taxable-equivalent net interest margin (including its individual components), the taxable-equivalent efficiency ratio, tangible common equity ratio, tangible book value per common share, return on average tangible common equity, pre-tax income, excluding provision for credit losses and pre-tax income, excluding provision for credit losses.losses, adjusted for changes in the fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies. Management believes that these measures and ratios provide users of the Company’s financial information a more meaningful view of the performance of the Company's interest-earning assets and interest-bearing liabilities and of the Company’s operating efficiency. Other financial holding companies may define or calculate these measures and ratios differently.

Management reviews yields on certain asset categories and the net interest margin of the Company and its banking subsidiaries on a fully taxable-equivalent (“FTE”) basis. In this non-GAAP presentation, net interest income is adjusted to reflect tax-exempt interest income on an equivalent before-tax basis using tax rates effective as of the end of the period. This measure ensures comparability of net interest income arising from both taxable and tax-exempt sources. Net interest income on a fully taxable-equivalent basis is also used in the calculation of the Company’s efficiency ratio. The efficiency ratio, which is calculated by dividing non-interest expense by total taxable-equivalent net revenue (less securities gains or losses), measures how much it costs to produce one dollar of revenue. Securities gains or losses are excluded from this calculation to better match revenue from daily operations to operational expenses. Management considers the tangible common equity ratio and tangible book value per common share as useful measurements of the Company’s equity. The Company references the return on average tangible common equity as a measurement of profitability. Management considers pre-tax income, excluding provision for credit losses, and pre-tax income, excluding provision for credit losses, adjusted for changes in the fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies, as useful measurements of the Company'sCompany’s core net income.

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A reconciliation of certain non-GAAP performance measures and ratios used by the Company to evaluate and measure the Company’s performance to the most directly comparable GAAP financial measures is shown below:
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
June 30,June 30,June 30,June 30, June 30,March 31,June 30,June 30,June 30,
(Dollars and shares in thousands)(Dollars and shares in thousands)2021202020212020(Dollars and shares in thousands)20222021202120222021
Reconciliation of Non-GAAP Net Interest Margin and Efficiency Ratio
Reconciliation of Non-GAAP Net Interest Margin and Efficiency Ratio:Reconciliation of Non-GAAP Net Interest Margin and Efficiency Ratio:
(A) Interest Income (GAAP)(A) Interest Income (GAAP)$319,579 $329,816 $625,048 $673,883 (A) Interest Income (GAAP)$371,968 $328,252 $319,579 $700,220 $625,048 
Taxable-equivalent adjustment:Taxable-equivalent adjustment:Taxable-equivalent adjustment:
- Loans - Loans415 576 799 1,436  - Loans568 427 415 995 799 
- Liquidity management assets - Liquidity management assets494 538 994 1,089  - Liquidity management assets472 465 494 937 994 
- Other earning assets - Other earning assets   - Other earning assets1 — 3 — 
(B) Interest Income (non-GAAP)(B) Interest Income (non-GAAP)$320,488 $330,933 $626,841 $676,413 (B) Interest Income (non-GAAP)$373,009 $329,146 $320,488 $702,155 $626,841 
(C) Interest Expense (GAAP)(C) Interest Expense (GAAP)39,989 66,685 83,563 149,309 (C) Interest Expense (GAAP)34,164 28,958 39,989 63,122 83,563 
(D) Net Interest Income (GAAP) (A minus C)(D) Net Interest Income (GAAP) (A minus C)279,590 263,131 541,485 524,574 (D) Net Interest Income (GAAP) (A minus C)$337,804 $299,294 $279,590 $637,098 $541,485 
(E) Net Interest Income, fully taxable-equivalent (non-GAAP) (B minus C)(E) Net Interest Income, fully taxable-equivalent (non-GAAP) (B minus C)280,499 264,248 543,278 527,104 (E) Net Interest Income, fully taxable-equivalent (non-GAAP) (B minus C)$338,845 $300,188 $280,499 $639,033 $543,278 
Net interest margin (GAAP)Net interest margin (GAAP)2.62 %2.73 %2.58 %2.91 %Net interest margin (GAAP)2.92 %2.60 %2.62 %2.76 %2.58 %
Net interest margin, fully taxable-equivalent (non-GAAP)Net interest margin, fully taxable-equivalent (non-GAAP)2.63 2.74 2.59 2.93 Net interest margin, fully taxable-equivalent (non-GAAP)2.93 2.61 2.63 2.77 2.59 
(F) Non-interest income(F) Non-interest income$129,373 $161,993 $315,879 $275,235 (F) Non-interest income$102,942 $162,790 $129,373 $265,732 $315,879 
(G) Gains (losses) on investment securities, net1,285 808 2,439 (3,551)
(G) (Losses) gains on investment securities, net(G) (Losses) gains on investment securities, net(7,797)(2,782)1,285 (10,579)2,439 
(H) Non-interest expense(H) Non-interest expense280,112 259,368 567,001 494,009 (H) Non-interest expense288,668 284,298 280,112 572,966 567,001 
Efficiency ratio (H/(D+F-G))Efficiency ratio (H/(D+F-G))68.71 %61.13 %66.32 %61.49 %Efficiency ratio (H/(D+F-G))64.36 %61.16 %68.71 %62.73 %66.32 %
Efficiency ratio (non-GAAP) (H/(E+F-G))Efficiency ratio (non-GAAP) (H/(E+F-G))68.56 %60.97 %66.18 %61.30 %Efficiency ratio (non-GAAP) (H/(E+F-G))64.21 61.04 68.56 62.60 66.18 
Reconciliation of Non-GAAP Tangible Common Equity ratio
Reconciliation of Non-GAAP Tangible Common Equity Ratio:Reconciliation of Non-GAAP Tangible Common Equity Ratio:
Total shareholders’ equity (GAAP)Total shareholders’ equity (GAAP)$4,339,011 $3,990,218 Total shareholders’ equity (GAAP)$4,727,623 $4,492,256 $4,339,011 
Less: Non-convertible preferred stock (GAAP)Less: Non-convertible preferred stock (GAAP)(412,500)(412,500)Less: Non-convertible preferred stock (GAAP)(412,500)(412,500)(412,500)
Less: Intangible assets (GAAP)(678,333)(685,581)
Less: Acquisition-related intangible assets (GAAP)Less: Acquisition-related intangible assets (GAAP)(679,827)(682,101)(678,333)
(I) Total tangible common shareholders’ equity (non-GAAP)(I) Total tangible common shareholders’ equity (non-GAAP)$3,248,178 $2,892,137 (I) Total tangible common shareholders’ equity (non-GAAP)$3,635,296 $3,397,655 $3,248,178 
(J) Total assets (GAAP)(J) Total assets (GAAP)$46,738,450 $43,540,017 (J) Total assets (GAAP)$50,969,332 $50,250,661 $46,738,450 
Less: Intangible assets (GAAP)(678,333)(685,581)
Less: Acquisition-related intangible assets (GAAP)Less: Acquisition-related intangible assets (GAAP)(679,827)(682,101)(678,333)
(K) Total tangible assets (non-GAAP)(K) Total tangible assets (non-GAAP)$46,060,117 $42,854,436 (K) Total tangible assets (non-GAAP)$50,289,505 $49,568,560 $46,060,117 
Common equity to assets ratio (GAAP) (L/J)Common equity to assets ratio (GAAP) (L/J)8.4 %8.2 %Common equity to assets ratio (GAAP) (L/J)8.5 %8.1 %8.4 %
Tangible common equity ratio (non-GAAP) (I/K)Tangible common equity ratio (non-GAAP) (I/K)7.1 %6.7 %Tangible common equity ratio (non-GAAP) (I/K)7.2 6.9 7.1 
Reconciliation of tangible book value per common share
Reconciliation of Non-GAAP Tangible Book Value per Common Share:Reconciliation of Non-GAAP Tangible Book Value per Common Share:
Total shareholders’ equityTotal shareholders’ equity$4,339,011 $3,990,218 Total shareholders’ equity$4,727,623 $4,492,256 $4,339,011 
Less: Preferred stockLess: Preferred stock(412,500)(412,500)Less: Preferred stock(412,500)(412,500)(412,500)
(L) Total common equity(L) Total common equity$3,926,511 $3,577,718 (L) Total common equity$4,315,123 $4,079,756 $3,926,511 
(M) Actual common shares outstanding(M) Actual common shares outstanding57,067 57,574 (M) Actual common shares outstanding60,722 57,253 57,067 
Book value per common share (L/M)Book value per common share (L/M)$68.81 $62.14 Book value per common share (L/M)$71.06 $71.26 $68.81 
Tangible book value per common share (non-GAAP) (I/M)Tangible book value per common share (non-GAAP) (I/M)$56.92 $50.23 Tangible book value per common share (non-GAAP) (I/M)59.87 59.34 56.92 
Reconciliation of non-GAAP return on average tangible common equity
Reconciliation of Non-GAAP Return on Average Tangible Common Equity:Reconciliation of Non-GAAP Return on Average Tangible Common Equity:
(N) Net income applicable to common shares(N) Net income applicable to common shares$98,118 $19,609 $244,275 $80,371 (N) Net income applicable to common shares$87,522 $120,400 $98,118 $207,922 $244,275 
Add: Intangible asset amortization2,039 2,820 4,046 5,683 
Less: Tax effect of intangible asset amortization(553)(832)(1,068)(1,608)
After-tax intangible asset amortization$1,486 $1,988 2,978 4,075 
Add: Acquisition-related intangible asset amortizationAdd: Acquisition-related intangible asset amortization1,579 1,609 2,039 3,188 4,046 
Less: Tax effect of acquisition-related intangible asset amortizationLess: Tax effect of acquisition-related intangible asset amortization(445)(430)(553)(870)(1,068)
After-tax acquisition-related intangible asset amortizationAfter-tax acquisition-related intangible asset amortization$1,134 $1,179 $1,486 $2,318 $2,978 
(O) Tangible net income applicable to common shares (non-GAAP)(O) Tangible net income applicable to common shares (non-GAAP)99,604 21,597 247,253 84,446 (O) Tangible net income applicable to common shares (non-GAAP)$88,656 $121,579 $99,604 $210,240 $247,253 
Total average shareholders' equityTotal average shareholders' equity4,256,778 3,908,846 4,211,088 3,809,508 Total average shareholders' equity$4,526,110 $4,500,460 $4,256,778 $4,513,356 $4,211,088 
Less: Average preferred stockLess: Average preferred stock(412,500)(273,489)(412,500)(199,245)Less: Average preferred stock(412,500)(412,500)(412,500)(412,500)(412,500)
(P) Total average common shareholders' equity(P) Total average common shareholders' equity$3,844,278 $3,635,357 3,798,588 3,610,263 (P) Total average common shareholders' equity$4,113,610 $4,087,960 $3,844,278 $4,100,856 $3,798,588 
Less: Average intangible assets(679,535)(686,526)(680,166)(688,652)
Less: Average acquisition-related intangible assetsLess: Average acquisition-related intangible assets(681,091)(682,603)(679,535)(681,843)(680,166)
(Q) Total average tangible common shareholders’ equity (non-GAAP)(Q) Total average tangible common shareholders’ equity (non-GAAP)$3,164,743 $2,948,831 3,118,422 2,921,611 (Q) Total average tangible common shareholders’ equity (non-GAAP)$3,432,519 $3,405,357 $3,164,743 $3,419,013 $3,118,422 
Return on average common equity, annualized (N/P)Return on average common equity, annualized (N/P)10.24 %2.17 %12.97 %4.48 %Return on average common equity, annualized (N/P)8.53 %11.94 %10.24 %10.22 %12.97 %
Return on average tangible common equity, annualized (non-GAAP) (O/Q)Return on average tangible common equity, annualized (non-GAAP) (O/Q)12.62 2.95 15.99 %5.81 %Return on average tangible common equity, annualized (non-GAAP) (O/Q)10.36 14.48 12.62 12.40 15.99 
Reconciliation of Non-GAAP Pre-Tax, Pre-Provision Income:
Income before taxes$144,150 $30,703 $351,009 $117,786 
Add: Provision for credit losses(15,299)135,053 (60,646)188,014 
Pre-tax income, excluding provision for credit losses (non-GAAP)$128,851 $165,756 $290,363 $305,800 

Reconciliation of Non-GAAP Pre-Tax, Pre-Provision Income, Adjusted for Changes in Fair Value of MSRs and Early Buy-out Loans Guaranteed by U.S. Government Agencies:
Income before taxes$131,661 $173,680 $144,150 $305,341 $351,009 
Add: Provision for credit losses20,417 4,106 (15,299)24,523 (60,646)
Pre-tax income, excluding provision for credit losses (non-GAAP)$152,078 $177,786 $128,851 $329,864 $290,363 
Less: Changes in fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies(445)(43,365)5,540 (43,810)(12,505)
Pre-tax income, excluding provision for credit losses, adjusted for changes in fair value of MSRs and early buy-out loans guaranteed by U.S. government agencies (non-GAAP)$151,633 $134,421 $134,391 $286,054 $277,858 
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Critical Accounting Policies

The Company’s Consolidated Financial Statements are prepared in accordance with GAAP in the United States and prevailing practices of the banking industry. Application of these principles requires management to make estimates, assumptions, and judgments that affect the amounts reported in the financial statements and accompanying notes. Certain policies and accounting principles inherently have a greater reliance on the use of estimates, assumptions and judgments, and as such have a greater possibility that changes in those estimates and assumptions could produce financial results that are materially different than originally reported. Estimates, assumptions and judgments are necessary when assets and liabilities are required to be recorded at fair value, when a decline in the value of an asset not carried on the financial statements at fair value warrants an impairment write-down or valuation reserve to be established, or when an asset or liability needs to be recorded contingent upon a future event, are based on information available as of the date of the financial statements; accordingly, as information changes, the financial statements could reflect different estimates and assumptions. Management views critical accounting policies to be those which are highly dependent on subjective or complex judgments, estimates and assumptions, and where changes in those estimates and assumptions could have a significant impact on the financial statements. Management currently views critical accounting policies to include the determination of the allowance for credit losses, including the allowance for loan losses, the allowance for unfunded commitment losses and the allowance for held-to-maturity securities losses, estimations of fair value, the valuations required for impairment testing of goodwill, the valuation and accounting for derivative instruments and income taxes as the accounting areas that require the most subjective and complex judgments, and as such could be the most subject to revision as new information becomes available. For a more detailed discussion on these critical accounting policies, see “Summary of Critical Accounting Policies”Estimates” beginning on page 5955 of the Company’s 20202021 Form 10-K.

The COVID-19 pandemic, specifically the uncertainty related to the ultimate magnitude of impact on the economy and banking industry, is expected to impact many of the estimates, assumptions and judgments noted above that are used by management. This could result in volatility in the related accounting estimates, which will directly impact the Company's financial results. Please refer to Management's Discussion and Analysis of Financial Condition and Results of Operation - Overview section of this report for additional discussion of the impact of the COVID-19 pandemic.

Net Income

Net income for the quarter ended June 30, 20212022 totaled $105.1$94.5 million, an increasedecrease of $83.5$10.6 million, or 385%10%, compared to the quarter ended June 30, 2020.2021. On a per share basis, net income for the second quarter of 20212022 totaled $1.70$1.49 per diluted common share compared to $0.34$1.70 for the second quarter of 2020.2021.

The increasedecrease in net income for the second quarter of 20212022 as compared to the same period in the prior year is primarily attributable to a release of credit reserves attributable to positive changes in the second quarter of 2021 compared to an increase in credit reserves in the second quarter of 2022 due to the Company’s macroeconomic forecastsstrong loan growth as well as lower mortgage banking revenue in addition to improvement in portfolio characteristics andthe quarter, partially offset by higher net interest income, partially offset by decreased mortgage banking revenue as well as increased salariesincome. See “Net Interest Income”, “Non-interest Income”, “Non-interest Expense” and employee benefits expense. See "Net Interest Income", "Non-interest Income", "Non-interest Expense" and "Loan“Loan Portfolio and Asset Quality"Quality” for further detail.

Net Interest Income

The primary source of the Company’s revenue is net interest income. Net interest income is the difference between interest income and fees on earning assets, such as loans and securities, and interest expense on the liabilities to fund those assets, including interest bearinginterest-bearing deposits and other borrowings. The amount of net interest income is affected by both changes in the level of interest rates, and the amount and composition of earning assets and interest bearing liabilities.
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Quarter Ended June 30, 20212022 compared to the Quarters Ended March 31, 20212022 and June 30, 20202021

The following table presents a summary of the Company’s average balances, net interest income and related net interest margins, including a calculation on a fully taxable equivalenttaxable-equivalent basis, for the second quarter of 20212022 as compared to the first quarter of 20212022 (sequential quarters) and second quarter of 20202021 (linked quarters):
Average Balance
for three months ended,
Interest
for three months ended,
Yield/Rate
for three months ended,
Average Balance
for three months ended,
Interest
for three months ended,
Yield/Rate
for three months ended,
(Dollars in thousands)(Dollars in thousands)Jun 30,
2021
Mar 31,
2021
Jun 30,
2020
Jun 30,
2021
Mar 31,
2021
Jun 30,
2020
Jun 30,
2021
Mar 31,
2021
Jun 30,
2020
(Dollars in thousands)Jun 30,
2022
Mar 31,
2022
Jun 30,
2021
Jun 30,
2022
Mar 31,
2022
Jun 30,
2021
Jun 30,
2022
Mar 31,
2022
Jun 30,
2021
Interest-bearing deposits with banks and cash equivalents(1)
$3,844,355 $4,230,886 $3,240,167 $1,153 $1,199 $1,326 0.12 %0.11 %0.16 %
Interest-bearing deposits with banks, securities purchased under resale agreements and cash equivalents(1)
Interest-bearing deposits with banks, securities purchased under resale agreements and cash equivalents(1)
$3,265,607 $4,563,726 $3,844,355 $7,154 $2,118 $1,153 0.88 %0.19 %0.12 %
Investment securities (2)
Investment securities (2)
4,771,403 3,944,676 4,309,471 24,117 19,764 27,643 2.03 2.03 2.58 
Investment securities(2)
6,589,947 6,378,022 4,771,403 37,013 32,863 24,117 2.25 2.09 2.03 
FHLB and FRB stockFHLB and FRB stock136,324 135,758 135,360 1,769 1,745 1,765 5.20 5.21 5.24 FHLB and FRB stock136,930 135,912 136,324 1,823 1,772 1,769 5.34 5.29 5.20 
Liquidity management assets(3)(8)
Liquidity management assets(3)(8)
$8,752,082 $8,311,320 $7,684,998 $27,039 $22,708 $30,734 1.24 %1.11 %1.61 %
Liquidity management assets(3)(8)
$9,992,484 $11,077,660 $8,752,082 $45,990 $36,753 $27,039 1.85 %1.35 %1.24 %
Other earning assets(3)(4)(8)
Other earning assets(3)(4)(8)
23,354 20,370 16,917 150 125 113 2.59 2.50 2.71 
Other earning assets(3)(4)(8)
24,059 25,192 23,354 210 181 150 3.49 2.91 2.59 
Mortgage loans held-for-saleMortgage loans held-for-sale991,011 1,151,848 705,702 8,183 9,036 4,764 3.31 3.18 2.72 Mortgage loans held-for-sale560,707 664,019 991,011 5,740 6,087 8,183 4.11 3.72 3.31 
Loans, net of unearned
income(3)(5)(8)
Loans, net of unearned
income(3)(5)(8)
33,085,174 32,442,927 30,336,626 285,116 274,484 295,322 3.46 3.43 3.92 
Loans, net of unearned
income(3)(5)(8)
35,860,329 34,830,520 33,085,174 321,069 286,125 285,116 3.59 3.33 3.46 
Total earning assets(8)
Total earning assets(8)
$42,851,621 $41,926,465 $38,744,243 $320,488 $306,353 $330,933 3.00 %2.96 %3.44 %
Total earning assets(8)
$46,437,579 $46,597,391 $42,851,621 $373,009 $329,146 $320,488 3.22 %2.86 %3.00 %
Allowance for loan and investment security lossesAllowance for loan and investment security losses(285,686)(327,080)(222,485)Allowance for loan and investment security losses(260,547)(253,080)(285,686)
Cash and due from banksCash and due from banks470,566 366,413 352,423 Cash and due from banks476,741 481,634 470,566 
Other assetsOther assets2,910,250 3,022,935 3,168,548 Other assets2,699,653 2,675,899 2,910,250 
Total assetsTotal assets$45,946,751 $44,988,733 $42,042,729 Total assets$49,353,426 $49,501,844 $45,946,751 
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits$3,626,424 $3,493,451 $3,323,124 $736 $901 $1,561 0.08 %0.10 %0.19 %NOW and interest-bearing demand deposits$5,230,702 $4,788,272 $3,829,023 $2,553 $1,990 $1,886 0.20 %0.17 %0.20 %
Wealth management depositsWealth management deposits4,369,998 4,156,398 4,380,996 7,686 7,351 7,244 0.71 0.72 0.67 Wealth management deposits2,835,267 2,505,800 2,226,612 3,685 918 958 0.52 0.15 0.17 
Money market accountsMoney market accounts9,547,167 9,335,920 8,727,966 2,795 2,865 13,140 0.12 0.12 0.61 Money market accounts11,892,948 12,773,805 11,487,954 8,559 7,648 8,373 0.29 0.24 0.29 
Savings accountsSavings accounts3,728,271 3,587,566 3,394,480 402 430 3,840 0.04 0.05 0.45 Savings accounts3,882,856 3,904,299 3,728,271 347 336 402 0.04 0.03 0.04 
Time depositsTime deposits4,632,796 4,875,392 5,104,701 12,679 16,397 24,272 1.10 1.36 1.91 Time deposits3,687,778 3,861,371 4,632,796 3,841 3,962 12,679 0.42 0.42 1.10 
Interest-bearing depositsInterest-bearing deposits$25,904,656 $25,448,727 $24,931,267 $24,298 $27,944 $50,057 0.38 %0.45 %0.81 %Interest-bearing deposits$27,529,551 $27,833,547 $25,904,656 $18,985 $14,854 $24,298 0.28 %0.22 %0.38 %
Federal Home Loan Bank advancesFederal Home Loan Bank advances1,235,142 1,228,433 1,214,375 4,887 4,840 4,934 1.59 1.60 1.63 Federal Home Loan Bank advances1,197,390 1,241,071 1,235,142 4,878 4,816 4,887 1.63 1.57 1.59 
Other borrowingsOther borrowings525,924 518,188 493,350 2,568 2,609 3,436 1.96 2.04 2.80 Other borrowings489,779 494,267 525,924 2,734 2,239 2,568 2.24 1.84 1.96 
Subordinated notesSubordinated notes436,644 436,532 436,226 5,512 5,477 5,506 5.05 5.02 5.05 Subordinated notes437,084 436,966 436,644 5,517 5,482 5,512 5.05 5.02 5.05 
Junior subordinated debenturesJunior subordinated debentures253,566 253,566 253,566 2,724 2,704 2,752 4.25 4.27 4.29 Junior subordinated debentures253,566 253,566 253,566 2,050 1,567 2,724 3.20 2.47 4.25 
Total interest-bearing liabilitiesTotal interest-bearing liabilities$28,355,932 $27,885,446 $27,328,784 $39,989 $43,574 $66,685 0.56 %0.63 %0.98 %Total interest-bearing liabilities$29,907,370 $30,259,417 $28,355,932 $34,164 $28,958 $39,989 0.46 %0.39 %0.56 %
Non-interest-bearing depositsNon-interest-bearing deposits12,246,274 11,811,194 9,607,528 Non-interest-bearing deposits13,805,128 13,734,064 12,246,274 
Other liabilitiesOther liabilities1,087,767 1,127,203 1,197,571 Other liabilities1,114,818 1,007,903 1,087,767 
EquityEquity4,256,778 4,164,890 3,908,846 Equity4,526,110 4,500,460 4,256,778 
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$45,946,751 $44,988,733 $42,042,729 Total liabilities and shareholders’ equity$49,353,426 $49,501,844 $45,946,751 
Interest rate spread(6)(8)
Interest rate spread(6)(8)
2.44 %2.33 %2.46 %
Interest rate spread(6)(8)
2.76 %2.47 %2.44 %
Less: Fully taxable-equivalent adjustmentLess: Fully taxable-equivalent adjustment(909)(884)(1,117)(0.01)(0.01)(0.01)Less: Fully taxable-equivalent adjustment(1,041)(894)(909)(0.01)(0.01)(0.01)
Net free funds/contribution(7)
Net free funds/contribution(7)
$14,495,689 $14,041,019 $11,415,459 0.19 0.21 0.28 
Net free funds/contribution(7)
$16,530,209 $16,337,974 $14,495,689 0.17 0.14 0.19 
Net interest income/margin (GAAP)(8)
Net interest income/margin (GAAP)(8)
$279,590 $261,895 $263,131 2.62 %2.53 %2.73 %
Net interest income/margin (GAAP)(8)
$337,804 $299,294 $279,590 2.92 %2.60 %2.62 %
Fully taxable-equivalent adjustmentFully taxable-equivalent adjustment909 884 1,117 0.01 0.01 0.01 Fully taxable-equivalent adjustment1,041 894 909 0.01 0.01 0.01 
Net interest income/margin, fully taxable-equivalent (non-GAAP)(8)
Net interest income/margin, fully taxable-equivalent (non-GAAP)(8)
$280,499 $262,779 $264,248 2.63 %2.54 %2.74 %
Net interest income/margin, fully taxable-equivalent (non-GAAP)(8)
$338,845 $300,188 $280,499 2.93 %2.61 %2.63 %
(1)Includes interest-bearing deposits with banks and securities purchased under resale agreements with original maturities of greater than three months. Cash equivalents include federal funds sold and securities purchased under resale agreements.agreements with original maturities of three months or less.
(2)Investment securities includes investment securities classified as available-for-sale and held-to-maturity, and equity securities with readily determinable fair values. Equity securities without readily determinable fair values are included within other assets.
(3)Interest income on tax-advantaged loans, trading securities and investment securities reflects a tax-equivalent adjustment based on the marginal federal corporate tax rate in effect as of the applicable period. The total adjustments for the three months ended June 30, 2021,2022, March 31, 20212022 and June 30, 20202021 were $909,000, $884,000$1,041,000, $894,000 and $1.1$909,000, respectively.
(4)Other earning assets include brokerage customer receivables and trading account securities.
(5)Loans, net of unearned income, include nonaccrual loans.
(6)Interest rate spread is the difference between the yield earned on earning assets and the rate paid on interest-bearing liabilities.
(7)Net free funds are the difference between total average earning assets and total average interest-bearing liabilities. The estimated contribution to net interest margin from net free funds is calculated using the rate paid for total interest-bearing liabilities.
(8)See “Supplemental Non-GAAP Financial Measures/Ratios” for additional information on this performance measure/ratio.
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For the second quarter of 2022, net interest income totaled $337.8 million, an increase of $38.5 million as compared to the first quarter of 2022, and an increase of $58.2 million as compared to the second quarter of 2021. Net interest margin was 2.92% (2.93% on a FTE basis, non-GAAP) during the second quarter of 2022 compared to 2.60% (2.61% on a FTE basis, non-GAAP) during the first quarter of 2022, and 2.62% (2.63% on a FTE basis, non-GAAP) during the second quarter of 2021.

Six months endedJune 30, 2022 compared to six months ended June 30, 2021

The following table presents a summary of the Company’s net interest income and related net interest margin, including a calculation on a fully taxable-equivalent basis, for the six months ended June 30, 2022 compared to the six months ended June 30, 2021:
 
Average Balance
for six months ended,
Interest
for six months ended,
Yield/Rate
for six months ended,
(Dollars in thousands)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Interest-bearing deposits with banks, securities purchased under resale agreements and cash equivalents(1)
$3,911,080 $4,036,553 $9,272 $2,352 0.48 %0.12 %
Investment securities (2)
6,484,570 4,360,323 69,876 43,881 2.17 2.03 
FHLB and FRB stock136,424 136,043 3,595 3,514 5.31 5.21 
Liquidity management assets (3)(8)
$10,532,074 $8,532,919 $82,743 $49,747 1.58 %1.18 %
Other earning assets (3)(4)(8)
24,622 21,870 391 275 3.20 2.55 
Mortgage loans held-for-sale612,078 1,070,985 11,827 17,219 3.90 3.24 
Loans, net of unearned income (3)(5)(8)
35,348,269 32,765,825 607,194 559,600 3.46 3.44 
Total earning assets (8)
$46,517,043 $42,391,599 $702,155 $626,841 3.04 %2.98 %
Allowance for loan and investment security losses(256,834)(306,268)
Cash and due from banks479,174 418,777 
Other assets2,687,842 2,966,281 
Total assets$49,427,225 $45,470,389 
NOW and interest-bearing demand deposits$5,010,709 $3,761,614 $4,543 $3,909 0.18 %0.21 %
Wealth management deposits2,671,444 2,220,223 4,603 1,957 0.35 0.18 
Money market accounts12,330,943 11,284,383 16,207 16,468 0.27 0.29 
Savings accounts3,893,519 3,658,307 683 832 0.04 0.05 
Time deposits3,774,095 4,753,424 7,803 29,076 0.42 1.23 
Interest-bearing deposits$27,680,710 $25,677,951 $33,839 $52,242 0.25 %0.41 %
Federal Home Loan Bank advances1,219,110 1,231,806 9,694 9,727 1.60 1.59 
Other borrowings492,011 522,078 4,973 5,177 2.04 2.00 
Subordinated notes437,025 436,588 10,999 10,989 5.03 5.03 
Junior subordinated debentures253,566 253,566 3,617 5,428 2.84 4.26 
Total interest-bearing liabilities$30,082,422 $28,121,989 $63,122 $83,563 0.42 %0.60 %
Non-interest-bearing deposits13,769,792 12,029,936 
Other liabilities1,061,655 1,107,376 
Equity4,513,356 4,211,088 
Total liabilities and shareholders’ equity$49,427,225 $45,470,389 
Interest rate spread (6)(8)
2.62 %2.38 %
Less: Fully taxable-equivalent adjustment(1,935)(1,793)(0.01)(0.01)
Net free funds/contribution (7)
$16,434,621 $14,269,610 0.15 0.21 
Net interest income/margin (GAAP) (8)
$637,098 $541,485 2.76 %2.58 %
Fully taxable-equivalent adjustment1,935 1,793 0.01 0.01 
Net interest income/margin, fully taxable-equivalent (non-GAAP) (8)
$639,033 $543,278 2.77 %2.59 %
(1)Includes interest-bearing deposits with banks and securities purchased under resale agreements with original maturities of greater than three months. Cash equivalents include federal funds sold and securities purchased under resale agreements with original maturities of three months or less.
(2)Investment securities includes investment securities classified as available-for-sale and held-to-maturity, and equity securities with readily determinable fair values. Equity securities without readily determinable fair values are included within other assets.
(3)Interest income on tax-advantaged loans, trading securities and investment securities reflects a taxable-equivalent adjustment based on a marginal federal corporate tax rate in effect as of the applicable period. The total adjustments for the six months ended ended June 30, 2022 and June 30, 2021 were $1.9 million and $1.8 million, respectively.
(4)Other earning assets include brokerage customer receivables and trading account securities.
(5)Loans, net of unearned income, include non-accrualnonaccrual loans.
(6)Interest rate spread is the difference between the yield earned on earning assets and the rate paid on interest-bearing liabilities.
(7)Net free funds are the difference between total average earning assets and total average interest-bearing liabilities. The estimated contribution to net interest margin from net free funds is calculated using the rate paid for total interest-bearing liabilities.
(8)See “Supplemental Non-GAAP Financial Measures/Ratios” for additional information on this performance ratio.
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For the second quarter of 2021, net interest income totaled $279.6 million, an increase of $17.7 million as compared to the first quarter of 2021, and an increase of $16.5 million as compared to the second quarter of 2020. Net interest margin was 2.62% (2.63% on a fully taxable-equivalent basis, non-GAAP) during the second quarter of 2021 compared to 2.53% (2.54% on a fully taxable-equivalent basis, non-GAAP) during the first quarter of 2021, and 2.73% (2.74% on a fully taxable-equivalent basis, non-GAAP) during the second quarter of 2020.

Six months endedJune 30, 2021 compared to six months ended June 30, 2020

The following table presents a summary of the Company’s net interest income and related net interest margin, including a calculation on a fully taxable equivalent basis, for the six months ended June 30, 2021 compared to the six months ended June 30, 2020:
 Average Balance
for six months ended,
Interest
for six months ended,
Yield/Rate
for six months ended,
(Dollars in thousands)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
Interest-bearing deposits with banks and cash equivalents (1)
$4,036,553 $2,329,488 $2,352 $6,180 0.12 %0.53 %
Investment securities (2)
4,360,323 4,545,090 43,881 60,661 2.03 2.68 
FHLB and FRB stock136,043 125,094 3,514 3,342 5.21 5.37 
Liquidity management assets (3)(8)
$8,532,919 $6,999,672 $49,747 $70,183 1.18 %2.02 %
Other earning assets (3)(4)(8)
21,870 18,041 275 280 2.55 3.13 
Mortgage loans held-for-sale1,070,985 554,482 17,219 7,929 3.24 2.88 
Loans, net of unearned income (3)(5)(8)
32,765,825 28,636,678 559,600 598,021 3.44 4.20 
Total earning assets (8)
$42,391,599 $36,208,873 $626,841 $676,413 2.98 %3.76 %
Allowance for loan and investment security losses(306,268)(199,388)
Cash and due from banks418,777 337,202 
Other assets2,966,281 2,987,422 
Total assets$45,470,389 $39,334,109 
NOW and interest-bearing demand deposits$3,560,305 $3,218,429 $1,637 $5,227 0.09 %0.33 %
Wealth management deposits4,263,788 3,609,857 15,037 14,179 0.71 0.79 
Money market accounts9,442,127 8,359,370 5,660 35,503 0.12 0.85 
Savings accounts3,658,307 3,292,158 832 9,630 0.05 0.59 
Time deposits4,753,424 5,315,554 29,076 52,953 1.23 2.00 
Interest-bearing deposits$25,677,951 $23,795,368 $52,242 $117,492 0.41 %0.99 %
Federal Home Loan Bank advances1,231,806 1,082,994 9,727 8,294 1.59 1.54 
Other borrowings522,078 481,463 5,177 6,982 2.00 2.92 
Subordinated notes436,588 436,173 10,989 10,978 5.03 5.03 
Junior subordinated debentures253,566 253,566 5,428 5,563 4.26 4.34 
Total interest-bearing liabilities$28,121,989 $26,049,564 $83,563 $149,309 0.60 %1.15 %
Non-interest-bearing deposits12,029,936 8,421,353 
Other liabilities1,107,376 1,053,684 
Equity4,211,088 3,809,508 
Total liabilities and shareholders’ equity$45,470,389 $39,334,109 
Interest rate spread (6)(8)
2.38 %2.61 %
Less: Fully taxable-equivalent adjustment(1,793)(2,530)(0.01)(0.02)
Net free funds/contribution (7)
$14,269,610 $10,159,309 0.21 0.32 
Net interest income/margin (GAAP) (8)
$541,485 $524,574 2.58 %2.91 %
Fully taxable-equivalent adjustment1,793 2,530 0.01 0.02 
Net interest income/margin, fully taxable-equivalent (non-GAAP) (8)
$543,278 $527,104 2.59 %2.93 %
(1)Includes interest-bearing deposits from banks, federal funds sold and securities purchased under resale agreements.
(2)Investment securities includes investment securities classified as available-for-sale and held-to-maturity, and equity securities with readily determinable fair values. Equity securities without readily determinable fair values are included within other assets.
(3)Interest income on tax-advantaged loans, trading securities and investment securities reflects a taxable-equivalent adjustment based on a marginal federal corporate tax rate in effect as of the applicable period. The total adjustments for the six months ended June 30, 2021 and June 30, 2020 were $1.8 million and $2.5 million, respectively.
(4)Other earning assets include brokerage customer receivables and trading account securities.
(5)Loans, net of unearned income, include non-accrual loans.
(6)Interest rate spread is the difference between the yield earned on earning assets and the rate paid on interest-bearing liabilities.
(7)Net free funds are the difference between total average earning assets and total average interest-bearing liabilities. The estimated contribution to net interest margin from net free funds is calculated using the rate paid for total interest-bearing liabilities.
(8)See “Supplemental Non-GAAP Financial Measures/Ratios” for additional information on this performance ratio.

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Analysis of Changes in Net Interest Income (GAAP)on a FTE basis (non-GAAP)

The following table presents an analysis of the changes in the Company’s net interest income on a FTE basis (non-GAAP) comparing the three month period ended June 30, 20212022 to each of the three month periods ended March 31, 20212022 and June 30, 2020,2021, and six month periods ended June 30, 20212022 and 2020.2021. The reconciliations set forth the changes in the GAAP-derived net interest income on a FTE basis (non-GAAP) as a result of changes in volumes, changes in rates and differing number of days in each period:
Second Quarter
of 2021
Compared to
First Quarter
of 2021
Second Quarter
of 2021
Compared to
Second Quarter
of 2020
First Six
Months of 2021
Compared to
First Six
Months of 2020
Second Quarter
of 2022
Compared to
First Quarter
of 2022
Second Quarter
of 2022
Compared to
Second Quarter
of 2021
First Six
Months of 2022
Compared to
First Six
Months of 2021
(In thousands)(In thousands)(In thousands)
Net interest income (GAAP) for comparative period$261,895 $263,131 $524,574 
Net interest income, FTE basis (non-GAAP)(1) for comparative period
Net interest income, FTE basis (non-GAAP)(1) for comparative period
$300,188 $280,499 $543,278 
Change due to mix and growth of earning assets and interest-bearing liabilities (volume)Change due to mix and growth of earning assets and interest-bearing liabilities (volume)4,764 29,617 90,268 Change due to mix and growth of earning assets and interest-bearing liabilities (volume)4,410 23,783 47,371 
Change due to interest rate fluctuations (rate)Change due to interest rate fluctuations (rate)10,052 (13,158)(70,459)Change due to interest rate fluctuations (rate)30,949 34,563 48,384 
Change due to number of days in each periodChange due to number of days in each period2,879 — (2,898)Change due to number of days in each period3,298 — — 
Net interest income (GAAP) for the period ended June 30, 2021$279,590 $279,590 $541,485 
Fully taxable-equivalent adjustment909 909 1,793 
Net interest income, fully taxable-equivalent (non-GAAP)$280,499 $280,499 $543,278 
Less: FTE adjustmentLess: FTE adjustment(1,041)(1,041)(1,935)
Net interest income (GAAP)(1) for the period ended June 30, 2022
Net interest income (GAAP)(1) for the period ended June 30, 2022
$337,804 $337,804 $637,098 
FTE adjustmentFTE adjustment1,041 1,041 1,935 
Net interest income, FTE basis (non-GAAP)(1)
Net interest income, FTE basis (non-GAAP)(1)
$338,845 $338,845 $639,033 
(1) See “Supplemental Non-GAAP Financial Measures/Ratios” for additional information on this performance measure/ratio.

Non-interest Income

The following table presents non-interest income by category for the periods presented:
Three Months Ended$
Change
%
Change
Three Months Ended$
Change
%
Change
(Dollars in thousands)(Dollars in thousands)June 30,
2021
June 30,
2020
(Dollars in thousands)June 30,
2022
June 30,
2021
BrokerageBrokerage$5,148 $4,147 $1,001 24 %Brokerage$4,272 $5,148 $(876)(17)%
Trust and asset managementTrust and asset management25,542 18,489 7,053 38 Trust and asset management27,097 25,542 1,555 
Total wealth managementTotal wealth management30,690 22,636 8,054 36 Total wealth management31,369 30,690 679 
Mortgage bankingMortgage banking50,584 102,324 (51,740)(51)Mortgage banking33,314 50,584 (17,270)(34)
Service charges on deposit accountsService charges on deposit accounts13,249 10,420 2,829 27 Service charges on deposit accounts15,888 13,249 2,639 20 
Gains on investment securities, net1,285 808 477 59 
(Losses) gains on investment securities, net(Losses) gains on investment securities, net(7,797)1,285 (9,082)NM
Fees from covered call optionsFees from covered call options1,388 — 1,388 NMFees from covered call options1,069 1,388 (319)(23)
Trading losses, net(438)(634)196 (31)
Trading gains (losses), netTrading gains (losses), net176 (438)614 NM
Operating lease income, netOperating lease income, net12,240 11,785 455 Operating lease income, net15,007 12,240 2,767 23 
Other:Other:Other:
Interest rate swap feesInterest rate swap fees2,820 5,693 (2,873)(50)Interest rate swap fees3,300 2,820 480 17 
BOLIBOLI1,342 1,950 (608)(31)BOLI(884)1,342 (2,226)NM
Administrative servicesAdministrative services1,228 933 295 32 Administrative services1,591 1,228 363 30 
Foreign currency remeasurement losses(782)(208)(574)NM
Foreign currency remeasurement gains (losses)Foreign currency remeasurement gains (losses)97 (782)879 NM
Early pay-offs of capital leasesEarly pay-offs of capital leases195 275 (80)(29)Early pay-offs of capital leases160 195 (35)(18)
MiscellaneousMiscellaneous15,572 6,011 9,561 NMMiscellaneous9,652 15,572 (5,920)(38)
Total OtherTotal Other20,375 14,654 5,721 39 Total Other13,916 20,375 (6,459)(32)
Total Non-interest IncomeTotal Non-interest Income$129,373 $161,993 $(32,620)(20)%Total Non-interest Income$102,942 $129,373 $(26,431)(20)%
NM - Not meaningful.
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Six Months Ended$
Change
%
Change
Six Months Ended$
Change
%
Change
(Dollars in thousands)(Dollars in thousands)June 30,
2021
June 30,
2020
(Dollars in thousands)June 30,
2022
June 30,
2021
BrokerageBrokerage$10,188 $9,428 $760 %Brokerage$8,904 $10,188 $(1,284)(13)%
Trust and asset managementTrust and asset management49,811 39,149 10,662 27 Trust and asset management53,859 49,811 4,048 
Total wealth managementTotal wealth management59,999 48,577 11,422 24 Total wealth management62,763 59,999 2,764 
Mortgage bankingMortgage banking164,078 150,650 13,428 Mortgage banking110,545 164,078 (53,533)(33)
Service charges on deposit accountsService charges on deposit accounts25,285 21,685 3,600 17 Service charges on deposit accounts31,171 25,285 5,886 23 
Gains (losses) on investment securities, net2,439 (3,551)5,990 NM
(Losses) gains on investment securities, net(Losses) gains on investment securities, net(10,579)2,439 (13,018)NM
Fees from covered call optionsFees from covered call options1,388 2,292 (904)(39)Fees from covered call options4,811 1,388 3,423 NM
Trading losses, net(19)(1,085)1,066 (98)
Trading gains (losses), netTrading gains (losses), net4,065 (19)4,084 NM
Operating lease income, netOperating lease income, net26,680 23,769 2,911 12 Operating lease income, net30,482 26,680 3,802 14 
Other:Other:Other:
Interest rate swap feesInterest rate swap fees5,308 11,759 (6,451)(55)Interest rate swap fees7,869 5,308 2,561 48 
BOLIBOLI2,466 666 1,800 NMBOLI(836)2,466 (3,302)NM
Administrative servicesAdministrative services2,484 2,045 439 21 Administrative services3,444 2,484 960 39 
Foreign currency remeasurement losses(683)(359)(324)90 
Foreign currency remeasurement gains (losses)Foreign currency remeasurement gains (losses)108 (683)791 NM
Early pay-offs of capital leasesEarly pay-offs of capital leases143 349 (206)(59)Early pay-offs of capital leases425 143 282 NM
MiscellaneousMiscellaneous26,311 18,438 7,873 43 Miscellaneous21,464 26,311 (4,847)(18)
Total OtherTotal Other36,029 32,898 3,131 10 Total Other32,474 36,029 (3,555)(10)
Total Non-interest IncomeTotal Non-interest Income$315,879 $275,235 $40,644 15 %Total Non-interest Income$265,732 $315,879 $(50,147)(16)%
NM - Not meaningful.

Notable contributions to the change in non-interest income are as follows:

Wealth management revenue increased in the second quarter of 20212022 as compared to the second quarter of 20202021 due to an increase in trust and asset management fees. Trust and asset management fees are based primarily on the market value of the assets under management or administration as well as the volume of tax-deferred like-kind exchange services provided during a period. Such revenue increased in the second quarter of 20212022 primarily as a result of market appreciation related to managed money accounts with fees based on assets under management and higher asset levels from new customers and new financial advisors as compared to the second quarter of 2020.2021. Wealth management revenue is comprised of the trust and asset management revenue of The Chicago Trust Company and Great Lakes Advisors, the brokerage commissions, managed money fees and insurance product commissions of Wintrust Investments and fees from tax-deferred like-kind exchange services provided by the Chicago Deferred Exchange Company.

Service charges on deposits increased in the second quarter of 2021 as compared to the second quarter of 2020 as a result of higher account analysis fees on deposit accounts which increased as a result of the Company’s commercial banking initiatives.

Interest rate swap fees decreased in the second quarter of 2021 as compared to the second quarter of 2020. For more information on these interest rate swap fees, see Note 14 - Derivative Financial Instruments in Item 1 of this report.

Mortgage banking revenue decreased in the second quarter of 20212022 as compared to the second quarter of 20202021 as a result of a decrease in loans originated for sale and lower gain on saleproduction margins, and an unfavorablepartially offset by more favorable fair value adjustments of mortgage servicing rights portfolio fair value adjustment.rights. Mortgage loans originated for sale totaled $821.0 million in the second quarter of 2022 as compared to $1.7 billion in the second quarter of 2021 as compared2021. The decrease in originations was primarily due to $2.2 billion in the second quarter of 2020.rising interest rates reducing refinance incentives for borrowers. Mortgage banking revenue includes revenue from activities related to originating, selling and servicing residential real estate loans for the secondary market. A main factor in the mortgage banking revenue recognized by the Company is the volume of mortgage loans originated or purchased for sale. Mortgage revenue is also impacted by changes in the fair value of MSRs. The Company records MSRs at fair value on a recurring basis.

During the second quarter of 2021,2022, the fair value of the mortgage servicing rightsMSRs portfolio increased due to increased capitalization of $17.5 million during the first quarter, partially offset by an unfavorableas a favorable fair value adjustment of $5.5$9.1 million andwas recorded as well as retained servicing rights led to capitalization of $11.2 million, partially offset by a reduction in value of $8.5$6.8 million due to payoffs and paydowns of the existing portfolio. Starting in 2019, the Company purchased options and entered into interest rate swaps to economically hedge a portion of the fair value changes recorded in earnings related to its MSRs portfolio. During the second quarter of 2020, the Company terminated these interest rate swaps. There were no such options or interest rate swaps outstanding as of June 30, 2021.
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The table below presents additional selected information regarding mortgage banking for the respective periods.
Three Months Ended Six Months EndedThree Months Ended Six Months Ended
(Dollars in thousands)(Dollars in thousands)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
(Dollars in thousands)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Originations:Originations:Originations:
Retail originationsRetail originations$1,328,721 $1,588,932 $2,970,385 $2,362,076 Retail originations$595,601 $1,328,721 $1,243,386 $2,970,385 
Veterans First originationsVeterans First originations395,290 621,878 975,593 1,064,835 Veterans First originations225,378 395,290 473,116 975,593 
Total originations for sale (A)Total originations for sale (A)$1,724,011 $2,210,810 $3,945,978 $3,426,911 Total originations for sale (A)$820,979 $1,724,011 $1,716,502 $3,945,978 
Originations for investmentOriginations for investment249,749 56,954 571,607 130,681 Originations for investment297,713 249,749 572,341 571,607 
Total originationsTotal originations$1,973,760 $2,267,764 $4,517,585 $3,557,592 Total originations$1,118,692 $1,973,760 $2,288,843 $4,517,585 
Retail originations as percentage of originations for saleRetail originations as percentage of originations for sale77 %72 %75 %69 %Retail originations as percentage of originations for sale73 %77 %72 %75 %
Veterans First originations as a percentage of originations for saleVeterans First originations as a percentage of originations for sale23 28 25 31 Veterans First originations as a percentage of originations for sale27 23 28 25 
Purchases as a percentage of originations for salePurchases as a percentage of originations for sale53 %30 %38 %32 %Purchases as a percentage of originations for sale78 %53 %65 %38 %
Refinances as a percentage of originations for saleRefinances as a percentage of originations for sale47 70 62 68 Refinances as a percentage of originations for sale22 47 35 62 
Production Margin:Production Margin:Production Margin:
Production revenue (B) (1)
Production revenue (B) (1)
$37,531 $93,433 $108,813 $142,760 
Production revenue (B) (1)
$17,511 $37,531 $32,096 $108,813 
Production margin (B/A)2.18 %4.23 %2.76 %4.17 %
Total originations for sale (A)Total originations for sale (A)$820,979 $1,724,011 $1,716,502 $3,945,978 
Add: Current period end mandatory interest rate lock commitments to fund originations for sale (2)
Add: Current period end mandatory interest rate lock commitments to fund originations for sale (2)
301,322 605,400 301,322 605,400 
Less: Prior period end mandatory interest rate lock commitments to fund originations for sale (2)
Less: Prior period end mandatory interest rate lock commitments to fund originations for sale (2)
330,196 798,534 353,509 1,072,717 
Total mortgage production volume (C)Total mortgage production volume (C)$792,105 $1,530,877 $1,664,315 $3,478,661 
Production margin (B/C)Production margin (B/C)2.21 %2.45 %1.93 %3.13 %
Mortgage Servicing:Mortgage Servicing:Mortgage Servicing:
Loans serviced for others (C)$12,307,337 $9,188,285 
MSRs, at fair value (D)127,604 77,203 
Percentage of MSRs to loans serviced for others (D/C)1.04 %0.84 %
Loans serviced for others (D)Loans serviced for others (D)$13,643,623 $12,307,337 
MSRs, at fair value (E)MSRs, at fair value (E)212,664 127,604 
Percentage of MSRs to loans serviced for others (E/D)Percentage of MSRs to loans serviced for others (E/D)1.56 %1.04 %
Servicing incomeServicing income$9,830 $6,908 $19,466 $13,939 Servicing income$10,979 $9,830 $21,830 $19,466 
Components of MSR:Components of MSR:Components of MSR:
MSR - current period capitalizationMSR - current period capitalization$17,512 $20,351 $42,128 $29,798 MSR - current period capitalization$11,210 $17,512 $25,611 $42,128 
MSR - collection of expected cash flow - paydownsMSR - collection of expected cash flow - paydowns(991)(419)(1,719)(966)MSR - collection of expected cash flow - paydowns(1,598)(991)(2,813)(1,719)
MSR - collection of expected cash flow - payoffsMSR - collection of expected cash flow - payoffs(7,549)(8,252)(16,989)(14,728)MSR - collection of expected cash flow - payoffs(5,240)(7,549)(10,041)(16,989)
Valuation:
MSR - changes in fair value model assumptionsMSR - changes in fair value model assumptions(5,540)(7,982)12,505 (22,539)MSR - changes in fair value model assumptions9,147 (5,540)52,512 12,505 
Gain on derivative contract held as an economic hedge, net 589  4,749 
MSR valuation adjustment, net of gain on derivative contract held as an economic hedge$(5,540)$(7,393)$12,505 $(17,790)
Summary of Mortgage Banking Revenue:Summary of Mortgage Banking Revenue:Summary of Mortgage Banking Revenue:
Production revenue (1)
Production revenue (1)
$37,531 $93,433 $108,813 $142,760 
Production revenue (1)
$17,511 $37,531 $32,096 $108,813 
Servicing incomeServicing income9,830 6,908 19,466 13,939 Servicing income10,979 9,830 21,830 19,466 
MSR activityMSR activity3,432 4,287 35,925 (3,686)MSR activity13,519 3,432 65,269 35,925 
Other(209)(2,304)(126)(2,363)
Changes in fair value on early buy-out loans guaranteed by U.S. government agencies and other revenueChanges in fair value on early buy-out loans guaranteed by U.S. government agencies and other revenue(8,695)(209)(8,650)(126)
Total mortgage banking revenueTotal mortgage banking revenue$50,584 $102,324 $164,078 $150,650 Total mortgage banking revenue$33,314 $50,584 $110,545 $164,078 
(1)Production revenue represents revenue earned from the origination and subsequent sale of mortgages, including gains on loans sold and fees from originations, changes in other related financial instruments carried at fair value, processing and other related activities, and excludes servicing fees, changes in the fair value of servicing rights and changes to the mortgage recourse obligation and other non-production revenue.
(2)Certain volume adjusted for the estimated pull-through rate of the loan, which represents the Company’s best estimate of the likelihood that a committed loan will ultimately fund.

Service charges on deposits increased in the second quarter of 2022 as compared to the second quarter of 2021 as a result of higher account analysis fees on deposit accounts which increased as a result of the Company’s commercial banking initiatives. Service charges on deposit accounts include fees charged to deposit customers for various services, including account analysis services, and are based on factors such as the size and type of customer, type of product and number of transactions. The fees are based on a standard schedule of fees and, depending on the nature of the service performed, the service is performed at a point in time or over a period of a month.

The Company recognized net losses on investment securities of $7.8 million in the second quarter of 2022 compared to net gains of $1.3 million in the second quarter of 2021. Net losses in the second quarter of 2022 were primarily the result of unrealized losses on equity investments.

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The Company has typically written call options with terms of less than three months against certain U.S. Treasury and agency securities held in its portfolio for liquidity and other purposes. Management has entered into these transactions with the goal of economically hedging security positions and enhancing its overall return on its investment portfolio by using fees generated from these options to compensate for net interest margin compression. These option transactions are designed to mitigate overall interest rate risk and do not qualify as hedges pursuant to accounting guidance. There were no outstanding call option contracts at June 30, 20212022 and June 30, 2020.2021.

Miscellaneous revenue increasedThe Company recognized $176,000 of trading gains in the second quarter of 20212022 compared to trading losses of $438,000 in second quarter of 2021. Trading gains and losses recorded by the Company primarily result from fair value adjustments related to interest rate derivatives not designated as hedges.

Interest rate swap fee revenue totaled $3.3 million in the second quarter of 2022 and $2.8 million in second quarter of 2021. Swap fee revenues result from interest rate swap transactions related to both customer-based trades and the related matched trades with inter-bank dealer counterparties. The revenue recognized on this customer-based activity is sensitive to the pace of organic loan growth, the shape of the yield curve and the customers’ expectations of interest rates.

Miscellaneous income decreased $5.9 million in the second quarter of 2022 as compared to the second quarter of 20202021 primarily asdue to $2.5 million of losses recorded in the second quarter of 2022 relating to the sale of a resultproperty no longer considered for future expansion and losses on the anticipated sale of a former data processing facility and the $4.0 million net gain recorded on the previously announced sale of three branches recorded in southwestern Wisconsin and an increase in partnership income.the second quarter of 2021.

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Non-interest Expense

The following table presents non-interest expense by category for the periods presented:

Three months ended$
Change
%
Change
(Dollars in thousands)June 30,
2021
June 30,
2020
Salaries and employee benefits:
Salaries$91,089 $87,105 $3,984 %
Commissions and incentive compensation53,751 46,151 7,600 16 
Benefits27,977 20,900 7,077 34 
Total salaries and employee benefits172,817 154,156 18,661 12 
Equipment20,866 15,846 5,020 32 
Operating lease equipment depreciation9,949 9,292 657 
Occupancy, net17,687 16,893 794 
Data processing6,920 10,406 (3,486)(33)
Advertising and marketing11,305 7,704 3,601 47 
Professional fees7,304 7,687 (383)(5)
Amortization of other intangible assets2,039 2,820 (781)(28)
FDIC insurance6,405 7,081 (676)(10)
OREO expense, net769 237 532 NM
Other:
Commissions—3rd party brokers889 707 182 26 
Postage1,900 1,591 309 19 
Miscellaneous21,262 24,948 (3,686)(15)
Total other24,051 27,246 (3,195)(12)
Total Non-interest Expense$280,112 $259,368 $20,744 %
NM - Not meaningful.
Six Months Ended$
Change
%
Change
Three months ended$
Change
%
Change
(Dollars in thousands)(Dollars in thousands)June 30,
2021
June 30,
2020
(Dollars in thousands)June 30,
2022
June 30,
2021
Salaries and employee benefits:Salaries and employee benefits:Salaries and employee benefits:
SalariesSalaries$182,142 $168,391 $13,751 %Salaries$92,414 $91,089 $1,325 %
Commissions and incentive compensationCommissions and incentive compensation115,118 77,726 37,392 48 Commissions and incentive compensation46,131 53,751 (7,620)(14)
BenefitsBenefits56,366 44,801 11,565 26 Benefits28,781 27,977 804 
Total salaries and employee benefitsTotal salaries and employee benefits353,626 290,918 62,708 22 Total salaries and employee benefits167,326 172,817 (5,491)(3)
Equipment41,778 30,680 11,098 36 
Software and equipmentSoftware and equipment24,250 20,866 3,384 16 
Operating lease equipment depreciationOperating lease equipment depreciation20,720 18,552 2,168 12 Operating lease equipment depreciation8,774 9,949 (1,175)(12)
Occupancy, netOccupancy, net37,683 34,440 3,243 Occupancy, net17,651 17,687 (36)
Data processingData processing12,968 18,779 (5,811)(31)Data processing8,010 6,920 1,090 16 
Advertising and marketingAdvertising and marketing19,851 18,566 1,285 Advertising and marketing16,615 11,305 5,310 47 
Professional feesProfessional fees14,891 14,408 483 Professional fees7,876 7,304 572 
Amortization of other intangible assets4,046 5,683 (1,637)(29)
Amortization of other acquisition-related intangible assetsAmortization of other acquisition-related intangible assets1,579 2,039 (460)(23)
FDIC insuranceFDIC insurance12,963 11,216 1,747 16 FDIC insurance6,949 6,405 544 
OREO expense, netOREO expense, net518 (639)1,157 NMOREO expense, net294 769 (475)(62)
Other:Other:Other:
Commissions—3rd party brokers1,735 1,572 163 10 
Postage3,643 3,540 103 
Lending expenses, net of deferred originations costsLending expenses, net of deferred originations costs4,270 6,717 (2,447)(36)
Travel and entertainmentTravel and entertainment3,897 1,918 1,979 NM
MiscellaneousMiscellaneous42,579 46,294 (3,715)(8)Miscellaneous21,177 15,416 5,761 37 
Total otherTotal other47,957 51,406 (3,449)(7)Total other29,344 24,051 5,293 22 
Total Non-interest ExpenseTotal Non-interest Expense$567,001 $494,009 $72,992 15 %Total Non-interest Expense$288,668 $280,112 $8,556 %
NM - Not meaningful.

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Six Months Ended$
Change
%
Change
(Dollars in thousands)June 30,
2022
June 30,
2021
Salaries and employee benefits:
Salaries$184,530 $182,142 $2,388 %
Commissions and incentive compensation97,924 115,118 (17,194)(15)
Benefits57,227 56,366 861 
Total salaries and employee benefits339,681 353,626 (13,945)(4)
Software and equipment47,060 41,778 5,282 13 
Operating lease equipment depreciation18,482 20,720 (2,238)(11)
Occupancy, net35,475 37,683 (2,208)(6)
Data processing15,515 12,968 2,547 20 
Advertising and marketing28,539 19,851 8,688 44 
Professional fees16,277 14,891 1,386 
Amortization of other acquisition-related intangible assets3,188 4,046 (858)(21)
FDIC insurance14,678 12,963 1,715 13 
OREO expense, net(738)518 (1,256)NM
Other:
Lending expenses, net of deferred originations costs11,091 11,270 (179)(2)
Travel and entertainment6,573 2,598 3,975 NM
Miscellaneous37,145 34,089 3,056 
Total other54,809 47,957 6,852 14 
Total Non-interest Expense$572,966 $567,001 $5,965 %
NM - Not meaningful.

Notable contributions to the change in non-interest expense are as follows:

Total salaries and employee benefits expense increaseddecreased in the second quarter of 20212022 compared to the second quarter of 20202021 primarily due to increased salaries andreduced commissions and incentive compensation expense. Salaries increased as a result of increased staffing costs to support mortgage origination and investment in technology related services to satisfy customer demands and create efficiencies in operations. Commissions and incentive compensation increaseddecreased primarily due to higher expenses associated with the Company’s long term incentive program and higher commissions relatedlower commission expense due to itsdeclining mortgage and wealth management businesses.production.

EquipmentSoftware and equipment expense increased in the second quarter of 20212022 compared to the second quarter of 20202021 as a result of higher software license fees as well as higher computer and software depreciation expense.

Data processing expense decreasedas the Company invests in the second quarter of 2021 comparedenhancements to the second quarter of 2020 as the majority of conversion charges relateddigital customer experience, upgrades to previously completed acquisitions was recognized in 2020.infrastructure and enhancements to information security capabilities.

Advertising and marketing expenses increased in the second quarter of 20212022 compared to the second quarter of 20202021 as a result of higher digital advertising costs as well as increased sponsorship activity. Sponsorship activity was lower in the second quarter of 2020 due to the cancellation of events, including sports sponsorships, as a result of the COVID-19 pandemic. Marketing costs are incurred to promote the Company's brand, commercial banking capabilities and various products, and to attract loans and deposits and announce new branch openings as well as the expansion of the Company's non-bank businesses. The level of marketing expenditures depends on the timingtype of sponsorshipmarketing programs utilized, which are determined based on the market area, targeted audience, competition and various other factors.

Miscellaneous expense decreasedincreased in the second quarter of 20212022 compared to the second quarter of 20202021 as a result of increased contingent consideration expense accruedvarious other operational costs including a $1.3 million increase in the second quarter of 2020 related to previous acquisitions of mortgage operationspostage compared to a reversal of a portion of such contingent consideration expense in the second quarter of 2021. The liability for contingent consideration expense related to the previous acquisition of mortgage operations is based upon forward looking mortgage origination volumes and the estimated profitability of that operation. Should those assumptions change going forward, the liability may need to be increased or decreased. The contractual period covering contingent consideration ends in January 2023 and the final two years of the contract contemplate a lower ratio of contingent consideration relative to financial performance. Miscellaneous expense also includes ATM expenses, correspondent bank charges, directors fees, telephone, travel and entertainment,postage, corporate insurance, dues and subscriptions, problem loan expenses and lending origination costs that are not deferred.other miscellaneous operational losses and costs.

Income Taxes

The Company recorded income tax expense of $37.1 million in the second quarter of 2022 compared to $39.0 million in the second quarter of 2021 compared to $9.0 million2021. The effective tax rates were 28.21% in the second quarter of 2020. The effective tax rates were2022 compared to 27.08% in the second quarter of 2021 compared to 29.46% in the second quarter of 2020.2021. During the first six months of 2021,2022, the Company recorded income tax expense of $92.8$83.4 million compared to $33.3$92.8 million for the first six months of 2020.2021. The effective tax rates were 27.33% for the first six months of 2022 and 26.42% for the first six months of 2021 and 28.28% for the first six months of 2020.2021.

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The effective tax rates were impacted by an overall lower level of pretax net income in the 2020 periodsthree months and six months ended June 30, 2022 period as well as the tax effects related to share-based compensation which fluctuate based on the Company’s stock price and timing of employee stock option exercises and vesting of other share-basedshared-based awards. The Company recorded excess tax benefits of $2.3 million in the first six months of 2022, compared to excess tax benefits of $1.5 million in the first six months of 2021 and additional tax expense of $521,000 in the first six months of 2020 related to share-based compensation, most of which was recorded in the first quarter of each year.

Operating Segment Results

As described in Note 1314 - Segment Information to the Consolidated Financial Statements in Item 1 of this report, the Company’s operations consist of three primary segments: community banking, specialty finance and wealth management. The Company’s profitability is primarily dependent on the net interest income, provision for credit losses, non-interest income and operating expenses of its community banking segment. For purposes of internal segment profitability, management allocates certain intersegment and parent company balances. Management allocates a portion of revenues to the specialty finance segment related to loans and leases originated by the specialty finance segment and sold or assigned to the community banking segment. Similarly, for purposes of analyzing the contribution from the wealth management segment, management allocates a portion of the net interest income earned by the community banking segment on deposit balances of customers of the wealth management segment to the wealth management
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segment. Finally, expenses incurred at the Wintrust parent company are allocated to each segment based on each segment's risk-weighted assets.

The community banking segment’s net interest income for the quarter ended June 30, 20212022 totaled $219.7$261.7 million as compared to $205.7$219.7 million for the same period in 2020,2021, an increase of $14.0$42.0 million, or 7%19%. On a year-to-date basis, net interest income for the segment increased by $10.7$67.2 million from $412.5 million for the six months ended June 30, 2020 to $423.2 million for the six months ended June 30, 2021.2021 to $490.3 million for the six months ended June 30, 2022. The increase in the three month and six month periods was primarily attributable to earning asset growth PPP loan fee income, and lower deposits rates. The community banking segment’s non-interest income totaled $90.4$62.7 million in the second quarter of 2021,2022, a decrease of $39.3$27.7 million, or 30%31%, when compared to the second quarter of 20202021 total of $129.7$90.4 million. On a year-to-date basis, non-interest income totaled $237.7$184.6 million for the six months ended June 30, 2021, an increase2022, a decrease of $27.0$53.1 million, or 13%22%, compared to $210.7$237.7 million for the six months ended June 30, 2020.2021. The decrease in the three and six month periodperiods was primarily the result of reduced mortgage banking revenue due to lower originations for sale and lower gain on sale margin. Themargin, partially offset by the increase in the six month period was primarily attributable to the favorable fair value of MSRs related to changes in fair value model assumptions. The community banking segment recorded provision for credit losses of $20.2 million and $24.3 million, respectively, for the mortgage servicing rights portfolio three and six months ended June 30, 2022, compared to the unfavorable fair value for the same period in 2020. Aa release of credit reserves of $15.2 million and $61.7 million, was recordedrespectively, for the same periods in the community banking segment’s2021. The increase in provision for credit losses for the three and six months ended June 30, 2021, respectively, compared to a provision for credit losses of $132.1 million and $183.8 million, respectively, for the same periods in 2020. The decrease in provision for credit losses for both the three and six month periods wasprimarily attributable to positive changes in the Company’s macroeconomic forecasts in the same periods of 2021, in addition to improvement in portfolio characteristics.characteristics, resulting in a significant release of reserves at that time. The community banking segment’s net income for the quarter ended June 30, 20212022 totaled $72.8$54.6 million, an increasea decrease of $80.1$18.1 million as compared to net lossincome in the second quarter of 20202021 of $7.3$72.8 million.

The specialty finance segment’s net interest income totaled $45.2$58.7 million for the quarter ended June 30, 2021,2022, compared to $42.4$45.2 million for the same period in 2020,2021, an increase of $2.8$13.5 million, or 7%30%. On a year-to-date basis, net interest income for the segment increased $7.0$24.0 million, or 8%27% compared to the same period in 2020.2021. The increase for both the three and six month periods was primarily attributable to growth in earning assets on the premium finance receivables portfolios. The specialty finance segment’s non-interest income totaled $22.5$25.0 million and $21.8$22.5 million for the three month periodsmonths ended June 30, 20212022 and 2020,2021, respectively, and $45.6$49.1 million and $43.1$45.6 million for the six month periods ended June 30, 20212022 and 2020,2021, respectively. The increase in non-interest income for both the three and six month perioperiods ds was primarily the result of higher originations and increased balances related to the commercialproperty and casualty insurance premium finance portfolio and growth in business from the Company’s leasing division. Our commercialproperty and casualty insurance premium finance operations, life insurance finance operations, lease financing operations and accounts receivable finance operations accounted for 41%42%, 29%, 26%25% and 4%, respectively, of the total revenues of our specialty finance business for the six month period ended June 30, 2021.2022. The net income of the specialty finance segment for the quarter ended June 30, 20212022 totaled $23.9$30.6 million as compared to $22.7$23.9 million for the quarter ended June 30, 2020.2021. On a year-to-date basis, the net income of the specialty finance segment for the six months ended June 30, 20212022 totaled $47.8$60.2 million as compared to $44.8$47.8 million for the six months ended June 30, 2020.2021.

The wealth management segment reported net interest income of $7.8$9.5 million for the second quarter of 20212022 compared to $8.6$7.8 million in the same quarter of 2020, a decrease2021, an increase of $0.8$1.8 million, or 10%23%. On a year-to-date basis, net interest income totaled $17.9 million for the first six months of 2022, as compared to $15.2 million for the first six months of 2021 as compared to $16.4 million for the first six months of 2020.2021. Net interest income for this segment is primarily comprised of an allocation of the net interest income earned by the community banking segment on non-interest-bearing and interest-bearing wealth management customer account balances on deposit at the banks. Wealth management customer account balances on deposit at the banks averaged $2.2$2.7 billion and $2.0$2.2 billion in the first six months of 20212022 and 2020,2021, respectively. This segment recorded non-interest income of $30.2 million for the second quarter of 2022
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compared to $31.8 million for the second quarter of 2021 compared to $24.5 million for the second quarter of 2020.2021. On a year-to-date basis, this segment recorded non-interest income of $62.1 million as compared to $48.6$60.8 million for the first six months of 2020.2022 as compared to $62.1 million for the first six months of 2021. Distribution of wealth management services through each bank continues to be a focus of the Company. The Company is committed to growing the wealth management segment in order to better service its customers and create a more diversified revenue stream. The wealth management segment’s net income totaled $9.3 million for the second quarter of 2022 compared to $8.5 million for the second quarter of 2021 compared to $6.3 million for the second quarter of 2020.2021. On a year-to-date basis, the wealth management segment’s net income totaled $16.0$17.0 million and $12.4$16.0 million for the six month period ended June 30, 20212022 and 2020,2021, respectively.

Financial Condition

Total assets were $46.7$51.0 billion at June 30, 2021,2022, representing an increase of $3.2$4.2 billion, or 7%9%, when compared to June 30, 20202021 and an increase of approximately $1.1 billion,$718.7 million, or 9%6% on an annualized basis, when compared to March��March 31, 2021.2022. Total funding, which includes deposits, all notes and advances, including secured borrowings and the junior subordinated debentures, was $44.9 billion at June 30, 2022, $44.6 billion at March 31, 2022, and $41.3 billion at June 30, 2021, $40.3 billion at March 31, 2021, and $38.1 billion at June 30, 2020.2021. See Notes 4, 5, 9,6, 10, 11 and 1112 of the Consolidated Financial Statements presented under Item 1 of this report for additional period-end detail on the Company’s interest-earning assets and funding liabilities.
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Interest-Earning Assets

The following table sets forth, by category, the composition of average earning asset balances and the relative percentage of total average earning assets for the periods presented:
Three Months EndedThree Months Ended
June 30, 2021March 31, 2021June 30, 2020June 30, 2022March 31, 2022June 30, 2021
(Dollars in thousands)(Dollars in thousands)BalancePercentBalancePercentBalancePercent(Dollars in thousands)BalancePercentBalancePercentBalancePercent
Mortgage loans held-for-saleMortgage loans held-for-sale$991,011 2 %$1,151,848 %$705,702 %Mortgage loans held-for-sale$560,707 1 %$664,019 %$991,011 %
Loans, net of unearned incomeLoans, net of unearned incomeLoans, net of unearned income
Commercial, excluding PPPCommercial, excluding PPP$9,377,392 22 %$9,180,308 22 %$8,685,218 22 %Commercial, excluding PPP$11,537,091 25 %$11,221,409 24 %$9,377,392 22 %
Commercial - PPPCommercial - PPP2,877,731 7 3,087,825 2,679,662 Commercial - PPP166,183 0 382,572 2,877,731 
Commercial real estateCommercial real estate8,573,493 20 8,497,091 20 8,177,259 21 Commercial real estate9,298,567 20 9,133,587 20 8,573,493 20 
Home equityHome equity379,853 1 408,565 478,302 Home equity323,687 1 328,817 379,853 
Residential real estateResidential real estate1,453,072 3 1,300,871 1,223,635 Residential real estate1,876,166 4 1,658,884 1,453,072 
Premium finance receivablesPremium finance receivables10,383,218 24 9,910,388 24 9,014,719 23 Premium finance receivables12,588,284 27 12,056,395 25 10,383,218 24 
Other loansOther loans40,415 1 57,879 — 77,831 Other loans70,351 0 48,856 40,415 
Total average loans (1)
Total average loans (1)
$33,085,174 78 %$32,442,927 77 %$30,336,626 78 %
Total average loans (1)
$35,860,329 77 %$34,830,520 75 %$33,085,174 78 %
Liquidity management assets (2)
Liquidity management assets (2)
8,752,082 20 8,311,320 20 7,684,998 20 
Liquidity management assets (2)
9,992,484 22 11,077,660 24 8,752,082 20 
Other earning assets (3)
Other earning assets (3)
23,354  20,370 — 16,917 — 
Other earning assets (3)
24,059 0 25,192 23,354 
Total average earning assetsTotal average earning assets$42,851,621 100 %$41,926,465 100 %$38,744,243 100 %Total average earning assets$46,437,579 100 %$46,597,391 100 %$42,851,621 100 %
Total average assetsTotal average assets$45,946,751 $44,988,733 $42,042,729 Total average assets$49,353,426 $49,501,844 $45,946,751 
Total average earning assets to total average assetsTotal average earning assets to total average assets93 %93 %92 %Total average earning assets to total average assets94 %94 %93 %
(1)Includes non-accrualnonaccrual loans.
(2)Liquidity management assets include investment securities, other securities, interest earning deposits with banks, federal funds sold and securities purchased under resale agreements.
(3)Other earning assets include brokerage customer receivables and trading account securities.

Mortgage loans held-for-sale. Average mortgage loans held-for-sale totaled $560.7 million in the second quarter of 2022, compared to $664.0 million in the first quarter of 2022 and $991.0 million in the second quarter of 2021, compared to $1.2 billion in the first quarter of 2021 and $705.7 million in the second quarter of 2020.2021. These balances represent mortgage loans awaiting subsequent sale in the secondary market with such sales eliminating the interest-rate risk associated with these loans, as they are predominantly long-term fixed rate loans, and providesprovide a source of non-interest revenue. The increasedecrease in average balance from 20202021 to 20212022 was primarily due to lower mortgage origination production in the first quarter of 2020 prior to the current low interest rate environment as well as higher balancesthe transfer to held-for-investment classification of certain loans previously repurchased by the Company under the early buyout option available for loans sold to GNMA with servicing retained. See “Loan Portfolio and Asset Quality” section below in this Item 2 for additional discussion of these early buyout options.

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Loans, net of unearned income. Average total loans, net of unearned income, totaled $33.1$35.9 billion in the second quarter of 2021,2022, increasing $2.7$2.8 billion, or 9%8%, from the second quarter of 20202021 and $642.2 million,increasing $1.0 billion, or 8%12% on an annualized basis, from the first quarter of 2021.2022. Average commercial loans, excluding PPP loans, totaled $9.4$11.5 billion in the firstsecond quarter of 2021,2022, and increased $692.2 million,$2.2 billion, or 8%23%, over the average balance in the second quarter of 20202021 and $197.1$315.7 million, or 9%11% on an annualized basis, over the average balance in the first quarter of 2021.2022. Average commercial PPP loans totaled $2.9 billion$166.2 million in the second quarter of 2021,2022, and increased $198.1 million,decreased $2.7 billion, or 7%94%, overfrom the average balance in the second quarter of 20202021 and decreased $210.1$216.4 million or 27% on an annualized basis, overfrom the average balance in the first quarter of 2021.2022. The decrease in average commercial PPP loans in the second quarter of 20212022 compared to the first quarter of 2022 and second quarter of 2021 iswas primarily the result of significant payoffs in the portfolio through the forgiveness process.process administered by the SBA. Average commercial real estate loans totaled $8.6$9.3 billion in the firstsecond quarter of 2021,2022, increasing $396.2$725.1 million, or 5%8%, over the second quarter of 2020.2021. Combined, the commercial and commercial real estate loan categories comprised 63%59% of the average loan portfolio in the second quarter of 20212022 as compared to 64%60% in the first quarter of 20212022 and 64%63% in the second quarter of 2020.2021. Excluding the impact of PPP loans, growth realized in these aggregated categories for the second quarter of 20212022 as compared to the sequential and prior year periods is primarily attributable to increased business development efforts.

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Home equity loan portfolio averaged $379.9$323.7 million in the second quarter of 2021,2022, and decreased $98.4$56.2 million, or 21%15% from the average balance of $478.3$379.9 million in same period of 2020.2021. The decrease in the home equity loan portfolio is primarily the result of borrowers preferring to finance through longer term, low rate mortgage loans. The Company has been actively managing its home equity portfolio to ensure that diligent pricing, appraisal and other underwriting activities continue to exist.

Residential real estate loans averaged $1.5$1.9 billion in the second quarter of 2021,2022, and increased $229.4$423.1 million, or 19%29% from the average balance of $1.2$1.5 billion in same period of 2020.2021. Additionally, compared to the quarter ended March 31, 2021,2022, the average balance increased $152.2$217.3 million, or 47%53% on an annualized basis. The increase in average balance compared to both periods was partially due to the Company deciding to allocate more balances from its mortgage production for investment instead of for subsequent sale and servicing in the secondary market.

Average premium finance receivables totaled $10.4$12.6 billion in the second quarter of 2021,2022, and accounted for 31%35% of the Company’s average total loans. In the second quarter of 2022, average premium finance receivables increased $2.2 billion, or 21%, from the same period of 2021. The increase during the second quarter of 20212022 compared to the second quarter of 20202021 was the result of continued originations within the portfolio due to hardening insurance market conditions driving a higher average size of new commercialproperty and casualty insurance premium finance receivables as well as effective marketing and customer servicing. Approximately $3.4$3.9 billion of premium finance receivables were originated in the second quarter of 20212022 compared to $3.1$3.4 billion during the same period of 2020.2021. Premium finance receivables consist of a commercialproperty and casualty portfolio and a life portfolio comprising approximately 40%41% and 60%59%, respectively, of the average total balance of premium finance receivables for the second quarter of 2021,2022, and 41%40% and 59%60%, respectively, for the second quarter of 2020.2021.

Other loans represent a wide variety of personal and consumer loans to individuals. Consumer loans generally have shorter terms and higher interest rates than mortgage loans but generally involve more credit risk due to the type and nature of the collateral.

Liquidity management assets. Funds that are not utilized for loan originations are used to purchase investment securities and short term money market investments, to sell as federal funds and to maintain in interest bearing deposits with banks. Average liquidity management assets accounted for 20%22% and 20% of total average earning assets in the second quarter of 20212022 and 2020,2021, respectively. Average liquidity management assets increased $1.1$1.2 billion in the second quarter of 20212022 compared to the same period of 2020.2021. The balances of these assets can fluctuate based on management’s ongoing effort to manage liquidity and for asset liability management purposes. The Company will continue to prudently evaluate and utilize liquidity sources as needed, including the management of availability with the FHLB and FRB and utilization of the revolving credit facility with unaffiliated banks. Please refer to Management's Discussion and Analysis of Financial Condition and Results of Operation - Overview and - Liquidity sections of this report for additional discussion of the impact of the COVID-19 pandemic.

Other earning assets. Other earning assets include brokerage customer receivables and trading account securities. In the normal course of business, Wintrust Investments' activities involve the execution, settlement, and financing of various securities transactions. Wintrust Investments customer securities activities are transacted on either a cash or margin basis. In margin transactions, Wintrust Investments, under an agreement with an out-sourced securities firm, extends credit to its customers, subject to various regulatory and internal margin requirements, collateralized by cash and securities in customers’ accounts. In connection with these activities, Wintrust Investments executes and the out-sourced firm clears customer transactions relating to the sale of securities not yet purchased, substantially all of which are transacted on a margin basis subject to individual exchange regulations. Such transactions may expose Wintrust Investments to off-balance-sheet risk, particularly in volatile trading markets, in the event margin requirements are not sufficient to fully cover losses that customers may incur. In the event a customer fails to satisfy its obligations, Wintrust Investments under the agreement with the outsourced securities firm, may be
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required to purchase or sell financial instruments at prevailing market prices to fulfill the customers’ obligations. Wintrust Investments seeks to control the risks associated with its customers’ activities by requiring customers to maintain margin collateral in compliance with various regulatory and internal guidelines. Wintrust Investments monitors required margin levels daily and, pursuant to such guidelines, requires customers to deposit additional collateral or to reduce positions when necessary.


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The following table sets forth, by category, the composition of average earning asset balances and the relative percentage of total average earning assets for the periods presented:
Six Months EndedSix Months Ended
June 30, 2021June 30, 2020June 30, 2022June 30, 2021
(Dollars in thousands)(Dollars in thousands)BalancePercentBalancePercent(Dollars in thousands)BalancePercentBalancePercent
Mortgage loans held-for-saleMortgage loans held-for-sale$1,070,985 3 %$554,482 %Mortgage loans held-for-sale$612,078 1 %$1,070,985 %
Loans:Loans:Loans:
Commercial, excluding PPPCommercial, excluding PPP$9,279,395 22 %$8,549,767 24 %Commercial, excluding PPP$11,380,122 24 %$9,279,395 22 %
Commercial - PPPCommercial - PPP2,982,197 7 1,339,831 Commercial - PPP273,779 1 2,982,197 
Commercial real estateCommercial real estate8,535,503 20 8,151,543 23 Commercial real estate9,216,533 20 8,535,503 20 
Home equityHome equity394,130 1 488,836 Home equity326,238 1 394,130 
Residential real estateResidential real estate1,377,392 3 1,233,333 Residential real estate1,768,125 4 1,377,392 
Premium finance receivablesPremium finance receivables10,148,109 24 8,803,350 24 Premium finance receivables12,323,809 26 10,148,109 24 
Other loansOther loans49,099 0 70,018 Other loans59,663 0 49,099 
Total average loans(1)
Total average loans(1)
$32,765,825 77 %$28,636,678 79 %
Total average loans(1)
$35,348,269 76 %$32,765,825 77 %
Liquidity management assets (2)
Liquidity management assets (2)
8,532,919 20 6,999,672 19 
Liquidity management assets (2)
10,532,074 23 8,532,919 20 
Other earning assets (3)
Other earning assets (3)
21,870 0 18,041 
Other earning assets (3)
24,622 0 21,870 
Total average earning assetsTotal average earning assets$42,391,599 100 %$36,208,873 100 %Total average earning assets$46,517,043 100 %$42,391,599 100 %
Total average assetsTotal average assets$45,470,389 $39,334,109 Total average assets$49,427,225 $45,470,389 
Total average earning assets to total average assetsTotal average earning assets to total average assets93 %92 %Total average earning assets to total average assets94 %93 %
(1)Includes non-accrual loansnonaccrual loans.
(2)Liquidity management assets include investment securities, other securities, interest earning deposits with banks, federal funds sold and securities purchased under resale agreementsagreements.
(3)Other earning assets include brokerage customer receivables and trading account securitiessecurities.


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LOAN PORTFOLIO AND ASSET QUALITY

Loan Portfolio

The following table shows the Company’s loan portfolio by category as of the dates shown:
June 30, 2021December 31, 2020June 30, 2020June 30, 2022December 31, 2021June 30, 2021
% of% of% of% of% of% of
(In thousands)AmountTotalAmountTotalAmountTotal
(Dollars in thousands)(Dollars in thousands)AmountTotalAmountTotalAmountTotal
CommercialCommercial$11,442,276 35 %$11,955,967 37 %$11,859,232 38 %Commercial$12,047,105 32 %$11,904,068 34 %$11,442,276 35 %
Commercial real estateCommercial real estate8,678,369 26 8,494,132 26 8,200,745 26 Commercial real estate9,407,205 25 8,990,286 26 8,678,369 26 
Home equityHome equity369,806 1 425,263 466,596 Home equity325,826 1 335,155 369,806 
Residential real estateResidential real estate1,530,285 5 1,259,598 1,427,429 Residential real estate2,078,907 6 1,637,099 1,530,285 
Premium finance receivables—commercial4,521,871 14 4,054,489 13 3,999,774 13 
Premium finance receivables—property and casualtyPremium finance receivables—property and casualty5,541,447 15 4,855,487 14 4,521,871 14 
Premium finance receivables—life insurancePremium finance receivables—life insurance6,359,556 19 5,857,436 18 5,400,802 17 Premium finance receivables—life insurance7,608,433 21 7,042,810 20 6,359,556 19 
Consumer and otherConsumer and other9,024 0 32,188 48,325 Consumer and other44,180 0 24,199 9,024 
Total loans, net of unearned incomeTotal loans, net of unearned income$32,911,187 100 %$32,079,073 100 %$31,402,903 100 %Total loans, net of unearned income$37,053,103 100 %$34,789,104 100 %$32,911,187 100 %

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Commercial and commercial real estate loans. Our commercial and commercial real estate loan portfolios are comprised primarily of lines of credit for working capital purposes and commercial real estate loans. The table below sets forth information regarding the types and amounts of our loans within these portfolios as of June 30, 20212022 and 2020:2021:
As of June 30, 2021As of June 30, 2020
AllowanceAllowance
% ofFor Credit% ofFor Credit
TotalLossesTotalLosses
(Dollars in thousands)BalanceBalanceAllocationBalanceBalanceAllocation
Commercial:
Commercial, industrial, and other, excluding commercial PPP$9,562,869 47.5 %$98,505 $8,523,864 42.5 %$133,593 
Commercial PPP1,879,407 9.3 2 3,335,368 16.6 
Total commercial$11,442,276 56.8 %$98,507 $11,859,232 59.1 %$133,597 
Commercial Real Estate:
Construction and development$1,385,249 6.9 %$38,550 $1,340,048 6.7 %$73,316 
Non-construction7,293,120 36.3 119,972 6,860,697 34.2 123,810 
Total commercial real estate$8,678,369 43.2 %$158,522 $8,200,745 40.9 %$197,126 
Total commercial and commercial real estate$20,120,645 100.0 %$257,029 $20,059,977 100.0 %$330,723 
Commercial real estate - collateral location by state:
Illinois$6,328,851 72.9 %$6,198,486 75.6 %
Wisconsin770,366 8.9 760,839 9.3 
Total primary markets$7,099,217 81.8 %$6,959,325 84.9 %
Indiana295,103 3.4 249,423 3.0 
Florida113,222 1.3 133,810 1.6 
Arizona85,684 1.0 78,135 1.0 
California108,836 1.3 81,634 1.0 
Texas111,775 1.2 48,082 0.6 
Other864,532��10.0 650,336 7.9 
Total commercial real estate$8,678,369 100.0 %$8,200,745 100.0 %

As of June 30, 2022As of June 30, 2021
AllowanceAllowance
% ofFor Credit% ofFor Credit
TotalLossesTotalLosses
(Dollars in thousands)BalanceBalanceAllocationBalanceBalanceAllocation
Commercial:
Commercial, industrial, and other, excluding commercial PPP$11,965,016 55.8 %$142,916 $9,562,869 47.5 %$98,505 
Commercial PPP82,089 0.4 3 1,879,407 9.3 
Total commercial$12,047,105 56.2 %$142,919 $11,442,276 56.8 %$98,507 
Commercial Real Estate:
Construction and development$1,506,318 7.0 %$45,522 $1,385,249 6.9 %$38,550 
Non-construction7,900,887 36.8 98,210 7,293,120 36.3 119,972 
Total commercial real estate$9,407,205 43.8 %$143,732 $8,678,369 43.2 %$158,522 
Total commercial and commercial real estate$21,454,310 100.0 %$286,651 $20,120,645 100.0 %$257,029 
Commercial real estate - collateral location by state:
Illinois$6,525,160 69.4 %$6,328,851 72.9 %
Wisconsin789,738 8.4 770,366 8.9 
Total primary markets$7,314,898 77.8 %$7,099,217 81.8 %
Indiana320,495 3.4 295,103 3.4 
Florida221,174 2.4 113,222 1.3 
Arizona100,705 1.1 85,684 1.0 
California156,077 1.7 108,836 1.3 
Texas153,535 1.6 111,775 1.2 
Other1,140,321 12.0 864,532 10.0 
Total commercial real estate$9,407,205 100.0 %$8,678,369 100.0 %
We make commercial loans for many purposes, including working capital lines, which are generally renewable annually and supported by business assets, personal guarantees and additional collateral. Such loans may vary in size based on customer need. In addition, the Company has participated in the PPP starting in 2020. As of June 30, 2022 the second quartercarrying balance of 2020.such loans was reduced to approximately $82.1 million primarily resulting from forgiveness by the SBA. Commercial business lending
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is generally considered to involve a slightly higher degree of risk than traditional consumer bank lending. Primarily as a result of improvementsgrowth in the Company’s macroeconomic forecasts and changes incommercial loan portfolio, characteristics,excluding PPP, our allowance for credit losses in our commercial loan portfolio decreasedincreased to $142.9 million as of June 30, 2022 compared to $98.5 million as of June 30, 2021 compared to $133.6 million as of June 30, 2020.2021.

Our commercial real estate loans are generally secured by a first mortgage lien and assignment of rents on the property. Since most of our bank branches are located in the Chicago metropolitan area and southern Wisconsin, 81.8%77.8% of our commercial real estate loan portfolio is located in this region as of June 30, 2021.2022. We have been able to effectively manage our total non-performing commercial real estate loans.loans, aided by our credit management process. As of June 30, 2021,2022, our allowance for credit losses related to this portfolio was $158.5$143.7 million compared to $197.1$158.5 million as of June 30, 20202021. The decrease in the allowance for credit losses in our commercial real estate portfolio is primarily due to the impact on the Company’s loan loss modeling from improving macroeconomic conditions and expectations between the two reporting dates primarily related to the Commercial Real Estate Price Index.

The Company also participates in mortgage warehouse lending, which is included above within commercial, industrial and other, by providing interim funding to unaffiliated mortgage bankers to finance residential mortgages originated by such bankers for sale into the secondary market. The Company’s loans to the mortgage bankers are secured by the business assets of the mortgage companies as well as the specific mortgage loans funded by the Company, after they have been pre-approved for purchase by third party end lenders. The Company may also provide interim financing for packages of mortgage loans on a bulk basis in circumstances where the mortgage bankers desire to competitively bid on a number of mortgages for sale as a package in the secondary market. Amounts advanced with respect to any particular mortgage loan are usually required to be repaid within 21 days.

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Home equity loans. Our home equity loans and lines of credit are originated by each of our banks in their local markets where we have a strong understanding of the underlying real estate value. Our banks monitor and manage these loans, and we conduct an automated review of all home equity loans and lines of credit at least twice per year. This review collects current credit performance for each home equity borrower and identifies situations where the credit strength of the borrower is declining, or where there are events that may influence repayment, such as tax liens or judgments. Our banks use this information to manage loans that may be higher risk and to determine whether to obtain additional credit information or updated property valuations.

The rates we offer on new home equity lending are based on several factors, including appraisals and valuation due diligence, in order to reflect inherent risk, and we place additional scrutiny on larger home equity requests. In a limited number of cases, we issue home equity credit together with first mortgage financing, and requests for such financing are evaluated on a combined basis. It is not our practice to advance more than 85% of the appraised value of the underlying asset, which ratio we refer to as the loan-to-value ratio, or LTV ratio, and a majority of the credit we previously extended, when issued, had an LTV ratio of less than 80%. Our home equity loan portfolio has performed well in light of the ongoing volatility in the overall residential real estate market.

Residential real estate. Our residential real estate portfolio includes one- to four-family adjustable rate mortgages, construction loans to individuals and bridge financing loans for qualifying customers as well as certain long-term fixed rate loans. As of June 30, 2021,2022, our residential loan portfolio totaled $1.5$2.1 billion, or 5%6% of our total outstanding loans.

Our adjustable rate mortgages relate to properties located principally in the Chicago metropolitan area and southern Wisconsin or vacation homes owned by local residents. These adjustable rate mortgages are often non-agency conforming. Adjustable rate mortgage loans decrease the interest rate risk we face on our mortgage portfolio. However, this risk is not eliminated due to the fact that such loans generally provide for periodic and lifetime limits on the interest rate adjustments among other features. Additionally, adjustable rate mortgages may pose a higher risk of delinquency and default because they require borrowers to make larger payments when interest rates rise. As of June 30, 2021, $23.12022, $32.1 million of our residential real estate mortgages,portfolio, including early buyout loans guaranteed by U.S. government agencies, or 1.5% of our residential real estate loan portfolio, were classified as nonaccrual, no$50.3 million in loans were 90 or more days past due and still accruing, $3.7 million$953,000 were 30 to 89 days past due or 0.2%, and $1.5$2.0 billion were current, or 98.3%96.0%. We believe that since our loan portfolio consists primarily of locally originated loans, and since the majority of our borrowers are longer-term customers with lower LTV ratios, we face a relatively low risk of borrower default and delinquency.

Due to interest rate risk considerations, we generally sell in the secondary market loans originated with long-term fixed rates, for which we receive fee income. We may also selectively retain certain of these loans within our banks’ own portfolios where they are non-agency conforming, or where the terms of the loans make them favorable to retain. A portion of the loans we sold into the secondary market were sold with the servicing of those loans retained. The amount of loans serviced for others as of June 30, 2022 and 2021 and 2020 was $12.3$13.6 billion and $9.2$12.3 billion, respectively. All other mortgage loans sold into the secondary market were sold without the retention of servicing rights.

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The Government National Mortgage Association ("GNMA") optional repurchase programs allow financial institutions acting as servicers to buyout individual delinquent mortgage loans that meet certain criteria from the securitized loan pool for which the institution was the original transferor of such loans. At the option of the servicer and without prior authorization from GNMA, the servicer may repurchase such delinquent loans for an amount equal to the remaining principal balance of the loan. Under FASB ASC Topic 860, “Transfers and Servicing,” this early buyout option is considered a conditional option until the delinquency criteria are met, at which time the option becomes unconditional. When the Company is deemed to have regained effective control over these loans under the unconditional repurchase option and the expected benefit of the potential repurchase is more than trivial, the loans can no longer be reported as sold and must be brought back onto the balance sheet as loans at fair value, regardless of whether the Company intends to exercise the early buyout option. These rebooked loans are reported as loans held-for-investment, part of the residential real estate portfolio, with the offsetting liability being reported in accrued interest payable and other liabilities. Rebooked GNMA loans held-for-investment amounted to $44.3 million at June 30, 2021, compared to $240.7 million balance at June 30, 2020. The decrease in balance from June 30, 2020 to June 30, 2021 was the result of the Company increasing its exercise of such early buyout options subsequent to June 30, 2020 and continuing such practice into 2021. When the early buyout option on these rebooked GNMA loans is exercised, the repurchased loans continue to be carried at fair value. Additionally, such loans typically transfer to mortgage loans held-for-sale at the time of early buyout as the Company’s intent is to cure and resell such loans subsequent to repurchase from GNMA. If such intent to cure and resell changes subsequent to early buyout, the Company reclassifies such loans as held-for-investment. Early buyout loans classified as held-for-investment totaled $113.9 million at June 30, 2022 compared to $50.8 million at June 30, 2021. Such loans consist of both the rebooked GNMA loans and the early buyout exercised loans classified as held-for-investment discussed above. Rebooked GNMA loans held-for-investment amounted to $34.8 million at June 30, 2022, compared to $44.3 million balance at June 30, 2021. The decrease in balance from June 30, 2021 to June 30, 2022 was the result of declining delinquencies between periods. As of June 30, 2021,2022, early buyout exercised loans held-for-investment totaled $79.1 million compared to $6.4 million as of June 30, 2021. As of June 30, 2022, early buyout exercised mortgage loans held-for-sale totaled $352.0$218.5 million compared to $18.5$352.0 million as of June 30, 2020.2021.

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It is not our current practice to underwrite, and we have no plans to underwrite, subprime, Alt A, no or little documentation loans, or option ARM loans.

Premium finance receivables – commercial.property and casualty. FIRST Insurance Funding and FIFC Canada originated approximately $3.0$3.6 billion in commercialproperty and casualty insurance premium finance receivables in the second quarter of 20212022 as compared to $2.8$3.0 billion of originations in the second quarter of 2020.2021. During the six months ended June 30, 20212022 and 2020,2021, FIRST Insurance Funding and FIFC Canada originated approximately $5.5$6.5 billion and $4.9$5.5 billion, respectively, in commercialproperty and casualty insurance premium finance receivables. FIRST Insurance Funding and FIFC Canada make loans to businesses to finance the insurance premiums they pay on their commercialproperty and casualty insurance policies. The loans are originated by working through independent medium and large insurance agents and brokers located throughout the United States and Canada. The insurance premiums financed are primarily for commercial customers’ purchases of liability, property and casualty and other commercial insurance.

This lending involves relatively rapid turnover of the loan portfolio and high volume of loan originations. Because of the indirect nature of this lending through third party agents and brokers and because the borrowers are located nationwide and in Canada, this segment is more susceptible to third party fraud than relationship lending. The Company performs ongoing credit and other reviews of the agents and brokers, and performs various internal audit steps to mitigate against the risk of any fraud. The majority of these loans are purchased by the banks in order to more fully utilize their lending capacity as these loans generally provide the banks with higher yields than alternative investments.

Premium finance receivables—life insurance. Wintrust Life Finance originated approximately $360.0$369.7 million in life insurance premium finance receivables in the second quarter of 20212022 as compared to $354.3$360.0 million of originations in the second quarter of 2020.2021. During the six months ended June 30, 20212022 and 2020,2021, Wintrust Life Finance originated approximately $690.3$743.7 million and $645.2$690.3 million, respectively, in life insurance premium finance receivables. The Company continues to experience increaseda high level of competition and pricing pressure within the current market. These loans are originated directly with the borrowers with assistance from life insurance carriers, independent insurance agents, financial advisors and legal counsel. The life insurance policy is the primary form of collateral. In addition, these loans often are secured with a letter of credit, marketable securities or certificates of deposit. In some cases, Wintrust Life Finance may make a loan that has a partially unsecured position.

Consumer and other. Included in the consumer and other loan category is a wide variety of personal and consumer loans to individuals. The banks originate consumer loans in order to provide a wider range of financial services to their customers. Consumer loans generally have shorter terms and higher interest rates than mortgage loans but generally involve more credit risk than mortgage loans due to the type and nature of the collateral.

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Maturities and Sensitivities of Loans to Changes in Interest Rates

The following table classifies the loan portfolio at June 30, 20212022 by date at which the loans reprice or mature, and the type of rate exposure:
As of June 30, 2021One year or lessFrom one to five yearsOver five years
As of June 30, 2022As of June 30, 2022One year or lessFrom one to five yearsFrom five to fifteen yearsAfter fifteen years
(In thousands)(In thousands)One year or lessFrom one to five yearsOver five yearsTotal(In thousands)Total
CommercialCommercialCommercial
Fixed rateFixed rate$420,948 $1,976,100 $796,227 $3,193,275 Fixed rate$464,118 $2,246,393 $1,395,019 $12,365 $4,117,895 
Fixed rate - PPPFixed rate - PPP597,356 1,282,051  1,879,407 Fixed rate - PPP9,032 73,057��  82,089 
Variable rateVariable rate6,365,838 3,694 62 6,369,594 Variable rate7,843,285 3,783 53  7,847,121 
Total commercialTotal commercial$7,384,142 $3,261,845 $796,289 $11,442,276 Total commercial$8,316,435 $2,323,233 $1,395,072 $12,365 $12,047,105 
Commercial real estateCommercial real estateCommercial real estate
Fixed rateFixed rate509,777 2,127,633 437,944 3,075,354 Fixed rate425,615 2,542,948 599,290 40,377 3,608,230 
Variable rateVariable rate5,578,790 24,225  5,603,015 Variable rate5,780,969 18,006   5,798,975 
Total commercial real estateTotal commercial real estate$6,088,567 $2,151,858 $437,944 $8,678,369 Total commercial real estate$6,206,584 $2,560,954 $599,290 $40,377 $9,407,205 
Home equityHome equityHome equity
Fixed rateFixed rate14,613 7,095 47 21,755 Fixed rate12,945 3,571 2,124 39 18,679 
Variable rateVariable rate348,051   348,051 Variable rate307,147    307,147 
Total home equityTotal home equity$362,664 $7,095 $47 $369,806 Total home equity$320,092 $3,571 $2,124 $39 $325,826 
Residential real estateResidential real estateResidential real estate
Fixed rateFixed rate20,305 10,381 777,239 807,925 Fixed rate15,003 4,731 31,471 984,504 1,035,709 
Variable rateVariable rate60,029 273,717 388,614 722,360 Variable rate62,764 206,163 774,271  1,043,198 
Total residential real estateTotal residential real estate$80,334 $284,098 $1,165,853 $1,530,285 Total residential real estate$77,767 $210,894 $805,742 $984,504 $2,078,907 
Premium finance receivables - commercial
Premium finance receivables - property & casualtyPremium finance receivables - property & casualty
Fixed rateFixed rate4,398,271 123,600  4,521,871 Fixed rate5,380,040 161,407   5,541,447 
Variable rateVariable rate    Variable rate     
Total premium finance receivables - commercial$4,398,271 $123,600 $ $4,521,871 
Total premium finance receivables - property & casualtyTotal premium finance receivables - property & casualty$5,380,040 $161,407 $ $ $5,541,447 
Premium finance receivables - life insurancePremium finance receivables - life insurancePremium finance receivables - life insurance
Fixed rateFixed rate10,030 374,736 20,394 405,160 Fixed rate16,346 497,654 21,784  535,784 
Variable rateVariable rate5,954,396   5,954,396 Variable rate7,072,649    7,072,649 
Total premium finance receivables - life insuranceTotal premium finance receivables - life insurance$5,964,426 $374,736 $20,394 $6,359,556 Total premium finance receivables - life insurance$7,088,995 $497,654 $21,784 $ $7,608,433 
Consumer and otherConsumer and otherConsumer and other
Fixed rateFixed rate2,269 1,748 388 4,405 Fixed rate10,538 5,276 97 490 16,401 
Variable rateVariable rate4,619   4,619 Variable rate27,779    27,779 
Total consumer and otherTotal consumer and other$6,888 $1,748 $388 $9,024 Total consumer and other$38,317 $5,276 $97 $490 $44,180 
Total per categoryTotal per categoryTotal per category
Fixed rateFixed rate5,376,213 4,621,293 2,032,239 12,029,745 Fixed rate6,324,605 5,461,980 2,049,785 1,037,775 14,874,145 
Fixed rate - PPPFixed rate - PPP597,356 1,282,051  1,879,407 Fixed rate - PPP9,032 73,057   82,089 
Variable rateVariable rate18,311,723 301,636 388,676 19,002,035 Variable rate21,094,593 227,952 774,324  22,096,869 
Total loans, net of unearned incomeTotal loans, net of unearned income$24,285,292 $6,204,980 $2,420,915 $32,911,187 Total loans, net of unearned income$27,428,230 $5,762,989 $2,824,109 $1,037,775 $37,053,103 
Variable Rate Loan Pricing by Index:Variable Rate Loan Pricing by Index:Variable Rate Loan Pricing by Index:
PrimePrime$2,573,945 Prime$3,699,801 
One- month LIBOROne- month LIBOR9,384,417 One- month LIBOR6,534,892 
Three- month LIBORThree- month LIBOR374,067 Three- month LIBOR237,028 
Twelve- month LIBORTwelve- month LIBOR6,359,426 Twelve- month LIBOR6,747,889 
U.S. Treasury tenorsU.S. Treasury tenors130,698 
SOFR tenorsSOFR tenors3,586,073 
Ameribor tenorsAmeribor tenors332,768 
BSBY tenorsBSBY tenors29,945 
OtherOther310,180 Other797,775 
Total variable rateTotal variable rate$19,002,035 Total variable rate$22,096,869 
LIBOR - London Interbank Offered Rate.
SOFR - Secured Overnight Financing Rate.
Ameribor - American Interbank Offered Rate.
BSBY - Bloomberg Short Term Bank Yield Index.

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With its ongoing transition from LIBOR, the Company increased the portion of its loan portfolio with interest rate indices that are an alternative to LIBOR during that period, including emerging indices such as SOFR, Ameribor and BSBY. As shown above, at June 30, 2022, variable rate loans with loans priced at SOFR, Ameribor and BSBY totaled $3.6 billion, $332.8 million and $29.9 million, respectively. Additionally, the percentage of the Company’s variable rate loans indexed to LIBOR decreased to 61% at June 30, 2022 compared to 85% at June 30, 2021. The Company continues its transition of its loan portfolio from LIBOR for both loans existing at June 30, 2022 and future new originations.

Past Due Loans and Non-Performing Assets

Our ability to manage credit risk depends in large part on our ability to properly identify and manage problem loans. To do so, the Company operates a credit risk rating system under which our credit management personnel assigns a credit risk rating to each loan at the time of origination and review loans on a regular basis to determine each loan’s credit risk rating on a scale of 1 through 10 with higher scores indicating higher risk. The credit risk rating structure used is shown below:
 
1 Rating —Minimal Risk (Loss Potential – none or extremely low) (Superior asset quality, excellent liquidity, minimal leverage)
2 Rating —Modest Risk (Loss Potential demonstrably low) (Very good asset quality and liquidity, strong leverage capacity)
3 Rating —Average Risk (Loss Potential low but no longer refutable) (Mostly satisfactory asset quality and liquidity, good leverage capacity)
4 Rating —Above Average Risk (Loss Potential variable, but some potential for deterioration) (Acceptable asset quality, little excess liquidity, modest leverage capacity)
5 Rating —Management Attention Risk (Loss Potential moderate if corrective action not taken) (Generally acceptable asset quality, somewhat strained liquidity, minimal leverage capacity)
6 Rating —Special Mention (Loss Potential moderate if corrective action not taken) (Assets in this category are currently protected, potentially weak, but not to the point of substandard classification)
7 Rating —Substandard Accrual (Loss Potential distinct possibility that the bank may sustain some loss, but no discernablediscernible impairment) (Must have well defined weaknesses that jeopardize the liquidation of the debt)
8 Rating —Substandard Non-accrualNonaccrual (Loss Potential well documented probability of loss, including potential impairment) (Must have well defined weaknesses that jeopardize the liquidation of the debt)
9 Rating —Doubtful (Loss Potential extremely high) (These assets have all the weaknesses in those classified “substandard” with the added characteristic that the weaknesses make collection or liquidation in full, on the basis of current existing facts, conditions, and values, highly improbable)
10 Rating —Loss (fully charged-off) (Loans in this category are considered fully uncollectible.)
EachGenerally, each loan officer is responsible for monitoring his or her loan portfolio, recommending a credit risk rating for each loan in his or hertheir portfolio and ensuring the credit risk ratings are appropriate. These credit risk ratings are then ratified by the bank’s chief credit officer and/or concurrence credit officer. Credit risk ratings are determined by evaluating a number of factors including a borrower’s financial strength, cash flow coverage, collateral protection and guarantees. The Company maintains an internal loan review function as well as utilizes a third-party loan review provider to independently review a portion of the loan portfolio to evaluate the appropriateness of management-assigned credit risk ratings. These ratings are subject to further review at each of our bank subsidiaries by the applicable regulatory authority, including the FRB of Chicago and the Office of the Comptroller of the Currency ("OCC"), and are also reviewed by our internal audit staff.

The Company’s Problem Loan Reporting system includes all such loans described above with credit risk ratings of 6 through 9. This system is designed to provide an on-goingongoing detailed tracking mechanism for each problem loan. Once management determines that a loan has deteriorated to a point where it has a credit risk rating of 6 or worse, the Company’s Managed Asset Division performs an overall credit and collateral review. As part of this review, all underlying collateral is identified and the valuation methodology is analyzed and tracked. As a result of this initial review by the Company’s Managed Asset Division, the credit risk rating is reviewed and a portion of the outstanding loan balance may be deemed uncollectible and, as a result, no longer share similar risk characteristics as its related pool. If that is the case, the individual loan is considered collateral dependent and individually assessed for an allowance for credit loss. The Company’s individual assessment utilizes an independent re-appraisal of the collateral (unless such a third-party evaluation is not possible due to the unique nature of the collateral, such as a closely-held business or thinly traded securities). In the case of commercial real estate collateral, an
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independent third party appraisal is ordered by the Company’s Real Estate Services Group to determine if there has been any change in the underlying collateral value. These independent appraisals are reviewed by the Real Estate Services Group and sometimes by independent third party valuation experts and may be adjusted depending upon market conditions.

Through the credit risk rating process, such loans are reviewed to determine if they are performing in accordance with the original contractual terms. If the borrower has failed to comply with the original contractual terms, further action may be required by the Company, including a downgrade in the credit risk rating, movement to non-accrualnonaccrual status or a charge-off. If the Company
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determines that a loan amount or portion thereof is uncollectible, the loan’s credit risk rating is immediately downgraded to an 8 or 9 and the uncollectible amount is charged-off. Any loan that has a partial charge-off continues to be assigned a credit risk rating of an 8 or 9 for the duration of time that a balance remains outstanding. The Company undertakes a thorough and ongoing analysis to determine if additional impairment and/or charge-offs are appropriate and to begin a workout plan for the credit to minimize actual losses. In determining the appropriate charge-off for collateral-dependent loans, the Company considers the results of appraisals for the associated collateral.

The Company’s approach to workout plans and restructuring loans is built on the credit-risk rating process. A modification of a loan with an existing credit risk rating of 6 or worse or a modification of any other credit, which will result in a restructured credit risk rating of 6 or worse must be reviewed for TDR classification. In that event, our Managed Assets Division conducts an overall credit and collateral review. A modification of a loan is considered to be a TDR if both (1) the borrower is experiencing financial difficulty and (2) for economic or legal reasons, the bank grants a concession to a borrower that it would not otherwise consider. The modification of a loan where the credit risk rating is 5 or better both before and after such modification is not considered to be a TDR. Based on the Company’s credit risk rating system, it considers that borrowers whose credit risk rating is 5 or better are not experiencing financial difficulties and therefore, are not considered TDRs.

TDRs are individually assessed at the time of the modification and on a quarterly basis to measure an allowance for credit loss. The carrying amount of the loan is compared to the expected payments to be received, discounted at the loan's original rate, or for collateral dependent loans, to the fair value of the collateral. Any shortfall is recorded as a reserve.

For non-TDR loans, if based on current information and events, it is probable that the Company will be unable to collect all amounts due to it according to the contractual terms of the loan agreement, a loan is individually assessed for measuring the allowance for credit losses and if necessary, a reserve is established. In determining the appropriate reserve for collateral-dependent loans, the Company considers the results of appraisals for the associated collateral.


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Non-performing Assets(1)

The following table sets forth the Company's non-performing assets and TDRs performing under the contractual terms of the loan agreement as of the dates shown.
(Dollars in thousands)(Dollars in thousands)June 30,
2021
March 31,
2021
December 31,
2020
June 30,
2020
(Dollars in thousands)June 30,
2022
March 31,
2022
December 31,
2021
June 30,
2021
Loans past due greater than 90 days and still accruing (1):
Loans past due greater than 90 days and still accruing (1):
Loans past due greater than 90 days and still accruing (1):
CommercialCommercial$1,244 $— $307 $1,374 Commercial$ $— $15 $1,244 
Commercial real estateCommercial real estate — — — Commercial real estate — — — 
Home equityHome equity — — — Home equity — — — 
Residential real estateResidential real estate — — — Residential real estate — — — 
Premium finance receivables—commercial3,570 4,592 12,792 35,638 
Premium finance receivables—property and casualtyPremium finance receivables—property and casualty6,447 12,363 7,210 3,570 
Premium finance receivables—life insurancePremium finance receivables—life insurance 191 — — Premium finance receivables—life insurance — — 
Consumer and otherConsumer and other178 161 264 156 Consumer and other25 43 137 178 
Total loans past due greater than 90 days and still accruingTotal loans past due greater than 90 days and still accruing4,992 4,944 13,363 37,168 Total loans past due greater than 90 days and still accruing6,472 12,406 7,369 4,992 
Non-accrual loans:
Nonaccrual loans:Nonaccrual loans:
CommercialCommercial23,232 22,459 21,743 42,882 Commercial32,436 16,878 20,399 23,232 
Commercial real estateCommercial real estate26,035 34,380 46,107 64,557 Commercial real estate10,718 12,301 21,746 26,035 
Home equityHome equity3,478 5,536 6,529 7,261 Home equity1,084 1,747 2,574 3,478 
Residential real estateResidential real estate23,050 21,553 26,071 19,529 Residential real estate8,330 7,262 16,440 23,050 
Premium finance receivables—commercial6,418 9,690 13,264 16,445 
Premium finance receivables—property and casualtyPremium finance receivables—property and casualty13,303 6,707 5,433 6,418 
Premium finance receivables—life insurancePremium finance receivables—life insurance — — 15 Premium finance receivables—life insurance — — — 
Consumer and otherConsumer and other485 497 436 427 Consumer and other8 477 485 
Total non-accrual loans82,698 94,115 114,150 151,116 
Total nonaccrual loansTotal nonaccrual loans65,879 44,899 67,069 82,698 
Total non-performing loans:Total non-performing loans:Total non-performing loans:
CommercialCommercial24,476 22,459 22,050 44,256 Commercial32,436 16,878 20,414 24,476 
Commercial real estateCommercial real estate26,035 34,380 46,107 64,557 Commercial real estate10,718 12,301 21,746 26,035 
Home equityHome equity3,478 5,536 6,529 7,261 Home equity1,084 1,747 2,574 3,478 
Residential real estateResidential real estate23,050 21,553 26,071 19,529 Residential real estate8,330 7,262 16,440 23,050 
Premium finance receivables—commercial9,988 14,282 26,056 52,083 
Premium finance receivables—property and casualtyPremium finance receivables—property and casualty19,750 19,070 12,643 9,988 
Premium finance receivables—life insurancePremium finance receivables—life insurance 191 — 15 Premium finance receivables—life insurance — — 
Consumer and otherConsumer and other663 658 700 583 Consumer and other33 47 614 663 
Total non-performing loansTotal non-performing loans$87,690 $99,059 $127,513 $188,284 Total non-performing loans$72,351 $57,305 $74,438 $87,690 
Other real estate ownedOther real estate owned10,510 8,679 9,711 2,409 Other real estate owned5,574 4,978 1,959 10,510 
Other real estate owned—from acquisitionsOther real estate owned—from acquisitions5,062 7,134 6,847 7,788 Other real estate owned—from acquisitions1,265 1,225 2,312 5,062 
Other repossessed assetsOther repossessed assets — — — Other repossessed assets — — — 
Total non-performing assetsTotal non-performing assets103,262 $114,872 $144,071 $198,481 Total non-performing assets79,190 $63,508 $78,709 $103,262 
Accruing TDRs not included within non-performing assetsAccruing TDRs not included within non-performing assets$44,019 $46,151 $47,023 $48,609 Accruing TDRs not included within non-performing assets$36,184 $35,922 $37,486 $44,019 
Total non-performing loans by category as a percent of its own respective category’s period-end balance:Total non-performing loans by category as a percent of its own respective category’s period-end balance:Total non-performing loans by category as a percent of its own respective category’s period-end balance:
CommercialCommercial0.21 %0.18 %0.18 %0.37 %Commercial0.27 %0.15 %0.17 %0.21 %
Commercial real estateCommercial real estate0.30 0.40 0.54 0.79 Commercial real estate0.11 0.13 0.24 0.30 
Home equityHome equity0.94 1.42 1.54 1.56 Home equity0.33 0.54 0.77 0.94 
Residential real estateResidential real estate1.51 1.52 2.07 1.37 Residential real estate0.40 0.40 1.00 1.51 
Premium finance receivables—commercial0.22 0.36 0.64 1.30 
Premium finance receivables—property and casualtyPremium finance receivables—property and casualty0.36 0.39 0.26 0.22 
Premium finance receivables—life insurancePremium finance receivables—life insurance 0.00 — 0.00 Premium finance receivables—life insurance — 0.00 — 
Consumer and otherConsumer and other7.35 1.83 2.17 1.21 Consumer and other0.07 0.10 2.54 7.35 
Total non-performing loansTotal non-performing loans0.27 %0.30 %0.40 %0.60 %Total non-performing loans0.20 %0.16 %0.21 %0.27 %
Total non-performing assets, as a percentage of total assetsTotal non-performing assets, as a percentage of total assets0.22 %0.25 %0.32 %0.46 %Total non-performing assets, as a percentage of total assets0.16 %0.13 %0.16 %0.22 %
Total nonaccrual loans as a percentage of total loansTotal nonaccrual loans as a percentage of total loans0.18 %0.13 %0.19 %0.25 %
Allowance for credit losses as a percentage of nonaccrual loansAllowance for credit losses as a percentage of nonaccrual loans367.64 %341.29 %332.82 %246.90 %Allowance for credit losses as a percentage of nonaccrual loans473.76 %670.77 %446.78 %367.64 %
(1)Excludes early buy-out loans guaranteed by U.S. government agencies. Early buy-out loans are insured or guaranteed by the FHA or the U.S. Department of Veterans Affairs, subject to indemnifications and insurance limits for certain loans.
(2)As of June 30, 2022, approximately $541,000 of TDRs were past due greater than 90 days and still accruing interest. As of March 31, 2022, December 31, 2021, and June 30, 2021, approximately $320,000 of TDRs were past due greater than 90 days and still accruing interest. No TDRs were past due greater than 90 days and still accruing interest as of March 31, 2021, December 31, 2020 and June 30, 2020.

At this time, management believes reserves are appropriate to absorb losses that are expected upon the ultimate resolution of these credits. While the ultimate effect of the COVID-19 pandemic on non-performing assets still remains unknown, significant increases may occur in subsequent periods.periods due to ongoing macroeconomic uncertainty and related impacts on borrowers. Management will continue to actively review and monitor its loan portfolios, in an effort to identify problem credits in a timely
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manner. Please refer to Management's Discussion and Analysis of Financial Condition and Results of Operation - Overview section of this report for additional discussion of the impact of the COVID-19 pandemic.

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Loan Portfolio Aging

The tables below show the aging of the Company’s loan portfolio at June 30, 20212022 and March 31, 2021:2022:
Nonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal LoansNonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal Loans
As of June 30, 2021
As of June 30, 2022As of June 30, 2022
(Dollars in thousands)(Dollars in thousands)Nonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal Loans(Dollars in thousands)Nonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal Loans
Loan Balances:Loan Balances:Loan Balances:
CommercialCommercialCommercial
Commercial, industrial and other, excluding PPP loansCommercial, industrial and other, excluding PPP loans$23,232 $1,244 $5,204 $18,468 $9,514,721 $9,562,869 Commercial, industrial and other, excluding PPP loans$32,436 $ $7,756 $13,897 $11,910,927 $11,965,016 
Commercial PPP loansCommercial PPP loans   10 1,879,397 1,879,407 Commercial PPP loans  9,033 223 72,833 82,089 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development1,030   2,207 1,382,012 1,385,249 Construction and development889   1,144 1,504,285 1,506,318 
Non-constructionNon-construction25,005  4,382 17,491 7,246,242 7,293,120 Non-construction9,829  6,771 33,076 7,851,211 7,900,887 
Home equityHome equity3,478  301 777 365,250 369,806 Home equity1,084  154 930 323,658 325,826 
Residential real estate23,050  1,584 2,139 1,503,512 1,530,285 
Residential real estate, excluding early buy-out loansResidential real estate, excluding early buy-out loans8,330  534 147 1,956,040 1,965,051 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loans6,418 3,570 7,759 8,793 4,495,331 4,521,871 
Property and casualty insurance loansProperty and casualty insurance loans13,303 6,447 15,299 23,313 5,483,085 5,541,447 
Life insurance loansLife insurance loans   23,965 6,335,591 6,359,556 Life insurance loans  1,796 65,155 7,541,482 7,608,433 
Consumer and otherConsumer and other485 178 22 75 8,264 9,024 Consumer and other8 25 8 119 44,020 44,180 
Total loans, net of unearned income, excluding early buy-out loansTotal loans, net of unearned income, excluding early buy-out loans$65,879 $6,472 $41,351 $138,004 $36,687,541 $36,939,247 
Early buy-out loans guaranteed by U.S. government agencies (1)
Early buy-out loans guaranteed by U.S. government agencies (1)
23,815 50,314 272  39,455 113,856 
Total loans, net of unearned incomeTotal loans, net of unearned income$82,698 $4,992 $19,252 $73,925 $32,730,320 $32,911,187 Total loans, net of unearned income$89,694 $56,786 $41,623 $138,004 $36,726,996 $37,053,103 
Nonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal LoansNonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal Loans
As of March 31, 2021
As of March 31, 2022As of March 31, 2022
(Dollars in thousands)(Dollars in thousands)Nonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal Loans(Dollars in thousands)Nonaccrual90+ days
and still
accruing
60-89
days past
due
30-59
days past
due
CurrentTotal Loans
Loan Balances:Loan Balances:Loan Balances:
CommercialCommercialCommercial
Commercial, industrial and other, excluding PPP loansCommercial, industrial and other, excluding PPP loans$22,459 $— $13,292 $35,535 $9,343,939 $9,415,225 Commercial, industrial and other, excluding PPP loans$16,878 $— $1,294 $31,873 $11,279,954 $11,329,999 
Commercial PPP loansCommercial PPP loans— — — 3,292,976 3,292,982 Commercial PPP loans— — — 16 253,948 253,964 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development2,673 — 499 23,967 1,326,185 1,353,324 Construction and development1,054 — — 1,409 1,393,943 1,396,406 
Non-constructionNon-construction31,707 — 7,657 46,201 7,105,890 7,191,455 Non-construction11,247 — 2,648 28,732 7,796,041 7,838,668 
Home equityHome equity5,536 — 492 780 383,445 390,253 Home equity1,747 — 199 545 318,944 321,435 
Residential real estate21,553 — 944 13,768 1,385,708 1,421,973 
Residential real estate, excluding early buy-out loansResidential real estate, excluding early buy-out loans7,262 — 293 18,808 1,723,526 1,749,889 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loans9,690 4,592 5,113 16,552 3,922,596 3,958,543 
Property and casualty insurance loansProperty and casualty insurance loans6,707 12,363 8,890 21,278 4,888,170 4,937,408 
Life insurance loansLife insurance loans— 191 — 14,821 6,096,483 6,111,495 Life insurance loans— — 22,401 15,522 7,316,240 7,354,163 
Consumer and otherConsumer and other497 161 74 35,243 35,983 Consumer and other43 221 48,246 48,519 
Total loans, net of unearned income, excluding early buy-out loansTotal loans, net of unearned income, excluding early buy-out loans$44,899 $12,406 $35,730 $118,404 $35,019,012 $35,230,451 
Early buy-out loans guaranteed by U.S. government agencies (1)
Early buy-out loans guaranteed by U.S. government agencies (1)
4,661 28,958 — 185 16,292 50,096 
Total loans, net of unearned incomeTotal loans, net of unearned income$94,115 $4,944 $28,005 $151,704 $32,892,465 $33,171,233 Total loans, net of unearned income$49,560 $41,364 $35,730 $118,589 $35,035,304 $35,280,547 
(1)Early buy-out loans are insured or guaranteed by the FHA or the U.S. Department of Veterans Affairs, subject to indemnifications and insurance limits for certain loans.

As of June 30, 2021, $19.32022, $41.4 million of all loans, excluding early buy-out loans guaranteed by U.S. government agencies, or 0.1% were 60 to 89 days (or two payments) past due and $138.0 million of all loans or 0.4% were 30 to 59 days (or one payment) past due. As of March 31, 2022, $35.7 million of all loans, excluding early buy-out loans guaranteed by U.S. government agencies, or 0.1%, were 60 to 89 days (or two payments) past due and $73.9 million of all loans or 0.2%, were 30 to 59 days (or one payment) past due. As of March 31, 2021, $28.0 million of all loans or 0.1%, were 60 to 89 days (or two payments) past due and $151.7$118.4 million, or 0.5%0.3%, were 30 to 59 days (or one payment) past due. Many of the commercial and commercial real estate loans shown as 60 to 89 days and 30 to 59 days past due are included on the Company’s internal problem loan reporting system. Loans on this system are closely monitored by management on a monthly basis.
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The Company's home equity and residential loan portfolios continue to exhibit low delinquency ratios. Home equity loans at June 30, 20212022 that were current with regard to the contractual terms of the loan agreement represent 98.8%99.3% of the total home equity portfolio. Residential real estate loans, excluding early buy-out loans guaranteed by U.S. government agencies, at June 30, 20212022 that were current with regards to the contractual terms of the loan agreements comprise 98.3%99.5% of total residential real estate loans outstanding.

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Non-performing Loans Rollforward, excluding early buy-out loans guaranteed by U.S. government agencies

The table below presents a summary of non-performing loans for the periods presented:     
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
June 30,June 30,June 30,June 30,June 30,June 30,June 30,June 30,
(In thousands)(In thousands)2021202020212020(In thousands)2022202120222021
Balance at beginning of periodBalance at beginning of period$99,059 $179,360 $127,513 $117,588 Balance at beginning of period$57,305 $99,059 $74,438 $127,513 
Additions from becoming non-performing in the respective periodAdditions from becoming non-performing in the respective period12,762 20,803 22,656 52,998 Additions from becoming non-performing in the respective period22,841 12,762 26,982 22,656 
Additions from the adoption of ASU 2016-13— —  37,285 
Return to performing statusReturn to performing status (2,566)(654)(3,052)Return to performing status(1,000)— (1,729)(654)
Payments receivedPayments received(12,312)(11,201)(35,043)(19,150)Payments received(4,029)(12,312)(24,168)(35,043)
Transfer to OREO and other repossessed assetsTransfer to OREO and other repossessed assets(3,660)— (5,032)(1,297)Transfer to OREO and other repossessed assets(1,611)(3,660)(5,988)(5,032)
Charge-offsCharge-offs(4,684)(12,884)(7,636)(15,435)Charge-offs(1,969)(4,684)(4,323)(7,636)
Net change for niche loans (1)
Net change for niche loans (1)
(3,475)14,772 (14,114)19,347 
Net change for niche loans (1)
814 (3,475)7,139 (14,114)
Balance at end of periodBalance at end of period$87,690 $188,284 $87,690 $188,284 Balance at end of period$72,351 $87,690 $72,351 $87,690 
(1)This includes activity for premium finance receivables and indirect consumer loans.

Prior to January 1, 2020, PCI loans were excluded from non-performing loans as they continued to earn interest income from the related accretable yield, independent of performance with contractual terms of the loan. As a result of the adoption of ASU 2016-13 effective January 1, 2020, the Company transitioned all previously classified PCI loans to PCD loans, which no longer maintain the prior pools and related accounting concepts. Specifically, recognition of interest income on PCD loans is considered at the individual asset level following the Company's accrual policies, instead of based upon the entire pool of loans. As such, after adoption, the Company includes PCD loans in total non-performing loans.

Allowance for Credit Losses

The allowance for credit losses, specifically the allowance for loans losses and the allowance for unfunded commitment losses, represents management’s estimate of lifetime expected credit losses in the loan portfolio. The allowance for credit losses is determined quarterly using a methodology that incorporates important risk characteristics of each loan, as described below under “How We Determine the Allowance for Credit Losses” in this Item 2.

Management determined that the allowance for credit losses was appropriate at June 30, 2021,2022, and that the loan portfolio is well diversified and well secured, without undue concentration in any specific risk area. While this process involves a high degree of management judgment, the allowance for credit losses is based on a comprehensive, well documented, and consistently applied analysis of the Company’s loan portfolio. This analysis takes into consideration all available information existing as of the financial statement date, including environmental factors such as economic, industry, geographical and political factors, when considered applicable. The relative level of allowance for credit losses is reviewed and compared to industry peers. This review encompasses levels of total non-performing loans, portfolio mix, portfolio concentrations and overall levels of net charge-off. Historical trending of both the Company’s results and the industry peers is also reviewed to analyze comparative significance.

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Allowance for Credit Losses

The following table summarizes the activity in our allowance for credit losses, specifically related to loans and unfunded lending-related commitments, during the periods indicated.
 
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
(Dollars in thousands)(Dollars in thousands)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
(Dollars in thousands)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Allowance for credit losses at beginning of periodAllowance for credit losses at beginning of period$321,209 $253,412 $379,910 $158,461 Allowance for credit losses at beginning of period$301,168 $321,209 $299,653 $379,910 
Cumulative effect adjustment from the adoption of ASU 2016-13 —  47,344 
Provision for credit lossesProvision for credit losses(15,289)135,058 (60,675)188,023 Provision for credit losses20,493 (15,289)24,518 (60,675)
Other adjustmentsOther adjustments33 42 63 (31)Other adjustments(56)33 (34)63 
Charge-offs:Charge-offs:Charge-offs:
CommercialCommercial3,237 5,686 15,018 7,839 Commercial8,928 3,237 10,342 15,018 
Commercial real estateCommercial real estate1,412 7,224 2,392 7,794 Commercial real estate40 1,412 817 2,392 
Home equityHome equity142 239 142 1,240 Home equity192 142 389 142 
Residential real estateResidential real estate3 293 5 694 Residential real estate 466 
Premium finance receivablesPremium finance receivables2,077 3,434 5,316 6,618 Premium finance receivables2,903 2,077 4,581 5,316 
Consumer and otherConsumer and other104 99 218 227 Consumer and other253 104 446 218 
Total charge-offsTotal charge-offs6,975 16,975 23,091 24,412 Total charge-offs12,316 6,975 17,041 23,091 
Recoveries:Recoveries:Recoveries:
CommercialCommercial902 112 1,354 496 Commercial996 902 1,534 1,354 
Commercial real estateCommercial real estate514 493 714 756 Commercial real estate553 514 585 714 
Home equityHome equity328 46 429 340 Home equity123 328 216 429 
Residential real estateResidential real estate36 30 240 90 Residential real estate6 36 11 240 
Premium finance receivablesPremium finance receivables3,239 833 5,021 1,943 Premium finance receivables1,119 3,239 2,595 5,021 
Consumer and otherConsumer and other34 58 66 99 Consumer and other23 34 72 66 
Total recoveriesTotal recoveries5,053 1,572 7,824 3,724 Total recoveries2,820 5,053 5,013 7,824 
Net charge-offsNet charge-offs(1,922)(15,403)(15,267)(20,688)Net charge-offs(9,496)(1,922)(12,028)(15,267)
Allowance for credit losses at period endAllowance for credit losses at period end$304,031 $373,109 $304,031 $373,109 Allowance for credit losses at period end$312,109 $304,031 $312,109 $304,031 
Annualized net charge-offs by category as a percentage of its own respective category’s average:Annualized net charge-offs by category as a percentage of its own respective category’s average:Annualized net charge-offs by category as a percentage of its own respective category’s average:
CommercialCommercial0.08 %0.20 %0.22 %0.15 %Commercial0.27 %0.08 %0.15 %0.22 %
Commercial real estateCommercial real estate0.04 0.33 0.04 0.17 Commercial real estate(0.02)0.04 0.01 0.04 
Home equityHome equity(0.20)0.16 (0.15)0.37 Home equity0.09 (0.20)0.11 (0.15)
Residential real estateResidential real estate(0.01)0.09 (0.03)0.10 Residential real estate0.00 (0.01)0.05 (0.03)
Premium finance receivablesPremium finance receivables(0.04)0.12 0.01 0.11 Premium finance receivables0.06 (0.04)0.03 0.01 
Consumer and otherConsumer and other0.69 0.25 0.62 0.39 Consumer and other1.31 0.69 1.26 0.62 
Total loans, net of unearned incomeTotal loans, net of unearned income0.02 %0.20 %0.09 %0.15 %Total loans, net of unearned income0.11 %0.02 %0.07 %0.09 %
Loans at period-endLoans at period-end$32,911,187 $31,402,903 Loans at period-end$37,053,103 $32,911,187 
Allowance for loan losses as a percentage of loans at period endAllowance for loan losses as a percentage of loans at period end0.79 %1.00 %Allowance for loan losses as a percentage of loans at period end0.68 %0.79 %
Allowance for loan and unfunded loan-related commitment losses as a percentage of loans at period endAllowance for loan and unfunded loan-related commitment losses as a percentage of loans at period end0.92 %1.19 Allowance for loan and unfunded loan-related commitment losses as a percentage of loans at period end0.84 0.92 
Allowance for loan and unfunded loan-related commitment losses as a percentage of loans at period end, excluding PPP loansAllowance for loan and unfunded loan-related commitment losses as a percentage of loans at period end, excluding PPP loans0.98 %1.33 Allowance for loan and unfunded loan-related commitment losses as a percentage of loans at period end, excluding PPP loans0.84 0.98 

The allowance for credit losses, as related to loans and lending-related commitments, is comprised of an allowance for loan losses, which is determined with respect to loans that we have originated, and an allowance for unfunded commitment losses. A separate allowance for held-to-maturity securities losses is measured related to such debt securities portfolio. Our allowance for unfunded commitment losses is determined with respect to funds that we have committed to lend but for which funds have not yet been disbursed and is computed using a methodology similar to that used to determine the allowance for loan losses. The allowance for unfunded lending-related commitments totaled $42.9$60.3 million and $59.6$42.9 million as of June 30, 20212022 and June 30, 2020,2021, respectively.

Additions to the allowance for credit losses are charged to earnings through the provision for credit losses. Charge-offs represent the amount of loans that have been determined to be uncollectible during a given period, and are deducted from the allowance for credit losses, and recoveries represent the amount of collections received from loans that had previously been charged off, and are credited to the allowance for credit losses. See Note 67 - Allowance for Credit Losses of the Consolidated Financial Statements presented
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Financial Statements presented under Item 1 of this report for further discussion of activity within the allowance for credit losses during the period and the relationship with respective loan balances for each loan category and the total loan portfolio.

How We Determine the Allowance for Credit Losses

The allowance for credit losses is measured on a collective or pooled basis by loans that share similar risk characteristics. If the loan no longer exhibits risk characteristics similar to that of a pool, typically due to credit deterioration of the related borrower, the Company analyzes the loan for purposes of individually assessing a specific allowance for credit loss as part of the Problem Loan Reporting system review. A separate reserve is collectively measured for loans continuing to share risk characteristics and, as a result, remaining in the pools. See Note 67 - Allowance for Credit Losses of the Consolidated Financial Statements presented under Item 1 of this report for further discussion of the allowance for credit losses measurement process.

Collective Measurement

The allowance for credit losses is measured on a collective or pooled basis when similar risk characteristics exist, based upon the segmentation discussed above. The Company utilizes modeling methodologies that estimate lifetime credit loss rates on each pool, including methodologies estimating the probability of default and loss given default on specific segments. Historical credit loss history is adjusted for reasonable and supportable forecasts developed by the Company on a quantitative or qualitative basis and incorporates third party economic forecasts. Reasonable and supportable forecasts consider the macroeconomic factors that are most relevant to evaluating and predicting expected credit losses in the Company's financial assets. Currently, the Company utilizes an eight quarter forecast period using a single macroeconomic scenario provided by a third party and reviewed within the Company's governance structure. For periods beyond the ability to develop reasonable and supportable forecasts, the Company reverts to historical loss rates at an input level, straight-line over a four quarter reversion period. Expected credit losses are measured over the contractual term of the financial asset with consideration of expected prepayments. Expected extensions, renewals or modifications of the financial asset are only considered when either 1) the expected extension, renewal or modification is contained within the existing agreement and is not unconditionally cancelable, or 2) the expected extension, renewal or modification is reasonably expected to result in a TDR. The methodologies discussed above are applied to both current asset balances on the Company's Consolidated Statements of Condition and off-balance sheet commitments (i.e. unfunded lending-related commitments).

Individual Assessment

Loans with a credit risk rating of a 6 through 9 are reviewed on a monthly basis to determine if (a) an amount is deemed uncollectible (a charge-off) or (b) it is probable that the Company will be unable to collect amounts due in accordance with the original contractual terms of the loan. In cases in which collectability is not probable, the loan is considered to no longer exhibit shared risk characteristics of a pool and as a result, is individually assessed for allowance for credit losses measurement purposes. If a loan is individually assessed, the carrying amount of the loan is compared to the expected payments to be received, discounted at the loan’s original rate, or for foreclosure-probable and collateral dependent loans, to the fair value of the collateral less the estimated cost to sell, when appropriate under accounting rules. Any shortfall is recorded as a specific reserve within the allowance for credit losses.

Home Equity, Residential Real Estate and Consumer Loans

The determination of the appropriate allowance for credit losses for home equity, residential real estate and consumer loans differs from the process used for commercial and commercial real estate loans. These portfolios utilize the weighted-average remaining maturity ("WARM") methodology. The WARM methodology is an assumption-based approach that utilizes historical loss and prepayment information as the basis to estimate prepayment and credit adjusted contractual cash flows. The Company considers a qualitative factor to adjust historical information for current conditions and reasonable and supportable forecasts. The same credit risk rating system and Problem Loan Reporting systems are used. The only significant difference is in how the credit risk ratings are assigned to these loans.

The home equity loan portfolio is reviewed on a loan by loan basis by analyzing current FICO scores of the borrowers, line availability, recent line usage, an approaching maturity and the aging status of the loan. Certain of these factors, or combination of these factors, may cause a portion of the credit risk ratings of home equity loans across all banks to be downgraded. Similar to commercial and commercial real estate loans, once a home equity loan’s credit risk rating is downgraded to a 6 through 9, the Company’s Managed Asset Division reviews and advises the subsidiary banks as to collateral valuations and as to the ultimate resolution of the credits that deteriorate to a non-accrualnonaccrual status to minimize losses.

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Residential real estate loans that are downgraded to a credit risk rating of 6 through 9 also enter the problem loan reporting system and have the underlying collateral evaluated by the Managed Assets Division.

Premium Finance Receivables

The determination of the appropriate allowance for credit losses for premium finance receivables is an assumption-based approach focusing on historical loss rates in the portfolio, adjusted qualitatively for current macroeconomic conditions and reasonable and supportable forecasts.

Methodology in Assessing Impairment and Charge-off Amounts

In determining the amount of reserves or charge-offs associated with collateral dependent loans, the Company values the loan generally by starting with a valuation obtained from an appraisal of the underlying collateral and then deducting estimated selling costs, if appropriate, to arrive at a net appraised value. We obtain the appraisals of the underlying collateral typically on an annual basis from one of a pre-approved list of independent, third party appraisal firms. Types of appraisal valuations include “as-is,” “as-complete,” “as-stabilized,” bulk, fair market, liquidation and “retail sellout” values.

In many cases, the Company simultaneously values the underlying collateral by marketing the property to market participants interested in purchasing properties of the same type. If the Company receives offers or indications of interest, we will analyze the price and review market conditions to assess whether in light of such information the appraised value overstates the likely price and that a lower price would be a better assessment of the market value of the property and would enable us to liquidate the collateral. Additionally, the Company takes into account the strength of any guarantees or other credit enhancements, and the ability of the borrower to provide value related to those guarantees in determining the ultimate charge-off or reserve associated with any individually assessed loans. Accordingly, the Company may charge-off a loan to a value below the net appraised value if it believes that an expeditious liquidation is desirable in the circumstance and it has legitimate offers or other indications of interest to support a value that is less than the net appraised value. Alternatively, the Company may carry a loan at a value that is in excess of the appraised value if the Company has a guarantee from a borrower or other credit enhancements that the Company believes has realizable value. In evaluating the strength of any guarantee, the Company evaluates the financial wherewithal of the guarantor, the guarantor’s reputation, and the guarantor’s willingness and desire to work with the Company. The Company then conducts a review of the strength of a guarantee on a frequency established as the circumstances and conditions of the borrower warrant.

In circumstances where the Company has received an appraisal but has no third party offers or indications of interest, the Company may enlist the input of realtors in the local market as to the highest valuation that the realtor believes would result in a liquidation of the property given a reasonable marketing period of approximately 90 days. To the extent that the realtors’ indication of market clearing price under such scenario is less than the net appraised valuation, the Company may take a charge-off on the loan to a valuation that is less than the net appraised valuation.

The Company may also charge-off a loan below the net appraised valuation if the Company holds a junior mortgage position in a piece of collateral whereby the risk to acquiring control of the property through the purchase of the senior mortgage position is deemed to potentially increase the risk of loss upon liquidation due to the amount of time to ultimately market the property and the volatile market conditions. In such cases, the Company may abandon its junior mortgage and charge-off the loan balance in full.

In other cases, the Company may allow the borrower to conduct a “short sale,” which is a sale where the Company allows the borrower to sell the property at a value less than the amount of the loan. Many times, it is possible for the current owner to receive a better price than if the property is marketed by a financial institution which the market place perceives to have a greater desire to liquidate the property at a lower price. To the extent that we allow a short sale at a price below the value indicated by an appraisal, we may take a charge-off beyond the value that an appraisal would have indicated.

Other market conditions may require a reserve to bring the carrying value of the loan below the net appraised valuation such as litigation surrounding the borrower and/or property securing our loan or other market conditions impacting the value of the collateral.

Having determined the net value based on the factors such as those noted above and compared that value to the book value of the loan, the Company arrives at a charge-off amount or a specific reserve included in the allowance for credit losses. In summary, for collateral dependent loans, appraisals are used as the fair value starting point in the estimate of net value. Estimated costs to sell are deducted from the appraised value, when appropriate under current accounting rules, to arrive at the net appraised value. Although an external appraisal is the primary source of valuation utilized for charge-offs on collateral
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dependent loans, alternative sources of valuation may become available between appraisal dates. As a result, we may utilize values obtained through these alternative sources, which include purchase and sale agreements, legitimate indications of interest, negotiated short sales, realtor price opinions, sale of the note or support from guarantors, as the basis for charge-offs. These alternative sources of value are used only if deemed to be more representative of value based on updated information regarding collateral resolution. In addition, if an appraisal is not deemed current, a discount to appraised value may be utilized. Any adjustments from appraised value to net value are detailed and justified in an impairment analysis, which is reviewed and approved by the Company’s Managed Assets Division.

TDRs

At June 30, 2021,2022, the Company had $55.7$45.4 million in loans modified in TDRs. The $55.7$45.4 million in TDRs represents 273227 credits in which economic concessions were granted to certain borrowers to better align the terms of their loans with their current ability to pay. The balance increased from $44.9 million representing 227 credits at March 31, 2022 and decreased slightly from $56.6$55.7 million representing 273 credits at March 31, 2021 and decreased from $83.5 million representing 278 credits at June 30, 2020.2021.

Concessions were granted on a case-by-case basis working with these borrowers to find modified terms that would assist them in retaining their businesses or their homes and attempt to keep these loans in an accruing status for the Company. Typical concessions include reduction of the interest rate on the loan to a rate considered lower than market and other modification of terms including forgiveness of a portion of the loan balance, extension of the maturity date, and/or modifications from principal and interest payments to interest-only payments for a certain period. See Note 67 - Allowance for Credit Losses of the Consolidated Financial Statements in Item 1 of this report for further discussion regarding the effectiveness of these modifications in keeping the modified loans current based upon contractual terms.

Subsequent to its restructuring, any TDR that becomes nonaccrual or more than 90 days past-due and still accruing interest will be included in the Company’s non-performing loans. Each TDR was individually assessed when measuring the allowance for credit losses at June 30, 20212022 and approximately $2.5$2.3 million was appropriately reserved for through the Company’s normal reserving methodology in the Company’s allowance for credit losses. Additionally, at June 30, 2021,2022, the Company was committed to lend an additional $112,000$545,000 of funds to borrowers under the contractual terms of TDRs.

The table below presents a summary of TDRs for the respective periods, presented by loan category and accrual status:

June 30,March 31,June 30,June 30,March 31,June 30,
(In thousands)(In thousands)202120212020(In thousands)202220222021
Accruing TDRs:Accruing TDRs:Accruing TDRs:
CommercialCommercial$6,911 $7,536 $5,338 Commercial$2,456 $2,773 $6,911 
Commercial real estateCommercial real estate9,659 9,478 19,106 Commercial real estate9,659 10,068 9,659 
Residential real estate and otherResidential real estate and other27,449 29,137 24,165 Residential real estate and other24,069 23,081 27,449 
Total accruing TDRsTotal accruing TDRs$44,019 $46,151 $48,609 Total accruing TDRs$36,184 $35,922 $44,019 
Non-accrual TDRs: (1)
Nonaccrual TDRs: (1)
Nonaccrual TDRs: (1)
CommercialCommercial$4,104 $5,583 $20,788 Commercial$4,786 $4,935 $4,104 
Commercial real estateCommercial real estate3,434 1,309 8,545 Commercial real estate1,955 2,050 3,434 
Residential real estate and otherResidential real estate and other4,190 3,540 5,606 Residential real estate and other2,453 1,964 4,190 
Total non-accrual TDRs$11,728 $10,432 $34,939 
Total nonaccrual TDRsTotal nonaccrual TDRs$9,194 $8,949 $11,728 
Total TDRs:Total TDRs:Total TDRs:
CommercialCommercial$11,015 $13,119 $26,126 Commercial$7,242 $7,708 $11,015 
Commercial real estateCommercial real estate13,093 10,787 27,651 Commercial real estate11,614 12,118 13,093 
Residential real estate and otherResidential real estate and other31,639 32,677 29,771 Residential real estate and other26,522 25,045 31,639 
Total TDRsTotal TDRs$55,747 $56,583 $83,548 Total TDRs$45,378 $44,871 $55,747 
(1)Included in total non-performing loans.

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TDR Rollforward

The tables below present a summary of TDRs as of June 30, 20212022 and June 30, 2020,2021, and show the change in the balance during those periods:
Three Months Ended June 30, 2021
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Three months ended June 30, 2022
(In thousands)
Three months ended June 30, 2022
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Balance at beginning of periodBalance at beginning of period$13,119 $10,787 $32,677 $56,583 Balance at beginning of period$7,708 $12,118 $25,045 $44,871 
Additions during the periodAdditions during the period395 2,707 1,097 4,199 Additions during the period186  2,235 2,421 
Reductions:Reductions:Reductions:
Charge-offsCharge-offs(888)(23)(7)(918)Charge-offs(191)  (191)
Transferred to OREO and other repossessed assetsTransferred to OREO and other repossessed assets    Transferred to OREO and other repossessed assets    
Removal of TDR loan status (1)
Removal of TDR loan status (1)
  (515)(515)
Removal of TDR loan status (1)
    
Payments receivedPayments received(1,611)(378)(1,613)(3,602)Payments received(461)(504)(758)(1,723)
Balance at period endBalance at period end$11,015 $13,093 $31,639 $55,747 Balance at period end$7,242 $11,614 $26,522 $45,378 
Three Months Ended June 30, 2020
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Three months ended June 30, 2021
(In thousands)
Three months ended June 30, 2021
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Balance at beginning of periodBalance at beginning of period$23,706 $32,463 $27,468 $83,637 Balance at beginning of period$13,119 $10,787 $32,677 $56,583 
Additions during the periodAdditions during the period3,431 2,082 3,504 9,017 Additions during the period395 2,707 1,097 4,199 
Reductions:Reductions:Reductions:
Charge-offsCharge-offs— (6,069)(41)(6,110)Charge-offs(888)(23)(7)(918)
Transferred to OREO and other repossessed assetsTransferred to OREO and other repossessed assets— — — — Transferred to OREO and other repossessed assets— — — — 
Removal of TDR loan status (1)
Removal of TDR loan status (1)
— — — — 
Removal of TDR loan status (1)
— — (515)(515)
Payments receivedPayments received(1,011)(825)(1,160)(2,996)Payments received(1,611)(378)(1,613)(3,602)
Balance at period endBalance at period end$26,126 $27,651 $29,771 $83,548 Balance at period end$11,015 $13,093 $31,639 $55,747 
Six Months Ended June 30, 2021
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Balance at beginning of period$18,190 $16,726 $33,276 $68,192 
Additions during the period546 2,944 2,835 6,325 
Reductions:
Charge-offs(2,297)(23)(7)(2,327)
Transferred to OREO and other repossessed assets(99) (459)(558)
Removal of TDR loan status (1)
 (800)(939)(1,739)
Payments received(5,325)(5,754)(3,067)(14,146)
Balance at period end$11,015 $13,093 $31,639 $55,747 

Six Months Ended June 30, 2020
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Six months ended June 30, 2022
(In thousands)
Six months ended June 30, 2022
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Balance at beginning of periodBalance at beginning of period$18,739 $16,873 $28,224 $63,836 Balance at beginning of period$10,877 $10,471 $27,961 $49,309 
Additions during the periodAdditions during the period9,033 18,135 5,646 32,814 Additions during the period468 1,907 3,143 5,518 
Reductions:Reductions:Reductions:
Charge-offsCharge-offs— (6,069)(386)(6,455)Charge-offs(201)(3)(217)(421)
Transferred to OREO and other repossessed assetsTransferred to OREO and other repossessed assets— — (945)(945)Transferred to OREO and other repossessed assets    
Removal of TDR loan status (1)
Removal of TDR loan status (1)
— — — — 
Removal of TDR loan status (1)
(1,120) (287)(1,407)
Payments receivedPayments received(1,646)(1,288)(2,768)(5,702)Payments received(2,782)(761)(4,078)(7,621)
Balance at period endBalance at period end$26,126 $27,651 $29,771 $83,548 Balance at period end$7,242 $11,614 $26,522 $45,378 
Six months ended June 30, 2021
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Balance at beginning of period$18,190 $16,726 $33,276 $68,192 
Additions during the period546 2,944 2,835 6,325 
Reductions:
Charge-offs(2,297)(23)(7)(2,327)
Transferred to OREO and other repossessed assets(99)— (459)(558)
Removal of TDR loan status (1)
— (800)(939)(1,739)
Payments received(5,325)(5,754)(3,067)(14,146)
Balance at period end$11,015 $13,093 $31,639 $55,747 
(1)Loan was previously classified as a TDR and subsequently performed in compliance with the loan's modified terms for a period of six months (including over a calendar year-end) at a modified interest rate which represented a market rate at the time of restructuring. Per our TDR policy, the TDR classification is removed.

On March 22, 2020, interagency guidance was issued titled "Interagency Statement on Loan Modifications and Reporting for Financial Institutions Working with Customers Affected by the Coronavirus" that encourages financial institutions to work prudently with borrowers who are or may be unable to meet their contractual payment obligations due to the effect of COVID-19. Additionally, Section 4013 of the CARES Act further provides that a qualified loan modification is exempt by law
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from classification as a TDR as defined by GAAP, from the period beginning March 1, 2020 until the earlier of December 31, 2020 (subsequently extended to January 1, 2022 under CAA), or the date that is 60 days after the date on which the national emergency concerning the COVID-19 outbreak declared by the President of the United States under the National Emergencies Act (50 U.S.C. 1601 et seq.) terminates. Accordingly, we are offering short-term modifications made in response to COVID-19 to borrowers who are current and otherwise not past due. These include short-term, 180 days or less, modifications in the form of payment deferrals, fee waivers, extensions of repayment terms, or other delays in payment that are insignificant. Modifications qualifying for the exemption from TDR classification totaled approximately $102.8 million as of June 30, 2021.

The table below presents a summary of all COVID-19 related modified loans, including those not qualifying for the exemption under Section 4013, as of June 30, 2021, presented by loan category and type of modification:
(in thousands)Interest-onlyFull Payment DeferralLine IncreasesOtherTotal
Commercial$3,715 $16,514 $7,295 $25,088 $52,612 
Commercial real estate64,453 24,338 — 3,343 92,134 
Home equity— — — — — 
Residential real estate— — — — — 
Premium finance receivables— 781 — — 781 
Consumer and other— 24 — 25 
Total loans, net of unearned income$68,168 $41,657 $7,296 $28,431 $145,552 

Other Real Estate Owned ("OREO")

In certain circumstances, the Company is required to take action against the real estate collateral of specific loans. The Company uses foreclosure only as a last resort for dealing with borrowers experiencing financial hardships. The Company employs extensive contact and restructuring procedures to attempt to find other solutions for our borrowers. The tables below present a summary of other real estate owned and shows the activity for the respective periods and the balance for each property type:
Three Months EndedSix Months EndedThree Months EndedSix Months Ended
(In thousands)(In thousands)June 30,
2021
June 30,
2020
June 30,
2021
June 30,
2020
(In thousands)June 30,
2022
June 30,
2021
June 30,
2022
June 30,
2021
Balance at beginning of periodBalance at beginning of period$15,813 $11,026 $16,558 $15,171 Balance at beginning of period$6,203 $15,813 $4,271 $16,558 
Disposal/resolvedDisposal/resolved(3,152)(612)(5,314)(5,405)Disposal/resolved(1,172)(3,152)(3,669)(5,314)
Transfers in at fair value, less costs to sellTransfers in at fair value, less costs to sell3,660 — 5,247 954 Transfers in at fair value, less costs to sell2,090 3,660 6,519 5,247 
Fair value adjustmentsFair value adjustments(749)(217)(919)(523)Fair value adjustments(282)(749)(282)(919)
Balance at end of periodBalance at end of period$15,572 $10,197 $15,572 $10,197 Balance at end of period$6,839 $15,572 $6,839 $15,572 
 
Period EndPeriod End
(In thousands)(In thousands)June 30,
2021
March 31,
2021
June 30,
2020
(In thousands)June 30,
2022
March 31,
2022
June 30,
2021
Residential real estateResidential real estate$1,952 $2,713 $1,382 Residential real estate$1,630 $1,127 $1,952 
Residential real estate developmentResidential real estate development1,030 1,287 — Residential real estate development133 — 1,030 
Commercial real estateCommercial real estate12,590 11,813 8,815 Commercial real estate5,076 5,076 12,590 
TotalTotal$15,572 $15,813 $10,197 Total$6,839 $6,203 $15,572 
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Deposits

Total deposits at June 30, 20212022 were $38.8$42.6 billion, an increase of $3.2$3.8 billion, or 9%10%, compared to total deposits at June 30, 2020.2021. See Note 910 - Deposits to the Consolidated Financial Statements in Item 1 of this report for a summary of period end deposit balances.

The following table sets forth, by category, the maturity of time certificates of deposit as of June 30, 2021:2022:
Time Certificates of Deposit
Maturity/Re-pricing Analysis
As of June 30, 2021

(Dollars in thousands)
Total Time
Certificates of
Deposits
Weighted-Average
Rate of Maturing
Time Certificates
of Deposit (1)
Time Certificates of Deposit
Maturity/Re-pricing Analysis
As of June 30, 2022

(Dollars in thousands)
Time Certificates of Deposit
Maturity/Re-pricing Analysis
As of June 30, 2022

(Dollars in thousands)
Total Time
Certificates of
Deposits
Weighted-Average
Rate of Maturing
Time Certificates
of Deposit (1)
1-3 months1-3 months$1,049,387 1.40 %1-3 months$806,666 0.36 %
4-6 months4-6 months844,945 1.08 4-6 months714,444 0.39 
7-9 months7-9 months726,341 0.60 7-9 months600,188 0.39 
10-12 months10-12 months566,664 0.43 10-12 months600,812 0.48 
13-18 months13-18 months601,524 0.59 13-18 months562,331 0.66 
19-24 months19-24 months274,328 0.62 19-24 months241,172 0.45 
24+ months24+ months300,686 0.63 24+ months150,608 1.03 
TotalTotal$4,363,875 0.87 %Total$3,676,221 0.47 %
(1)Weighted-average rate excludes the impact of purchase accounting fair value adjustments.

The following table sets forth, by category, the composition of average deposit balances and the relative percentage of total average deposits for the periods presented:
Three Months EndedThree Months Ended
June 30, 2021March 31, 2021June 30, 2020June 30, 2022March 31, 2022June 30, 2021
(Dollars in thousands)(Dollars in thousands)BalancePercentBalancePercentBalancePercent(Dollars in thousands)BalancePercentBalancePercentBalancePercent
Non-interest-bearingNon-interest-bearing$12,246,274 32 %$11,811,194 32 %$9,607,528 27 %Non-interest-bearing$13,805,128 33 %$13,734,064 34 %$12,246,274 32 %
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits3,626,424 10 3,493,451 3,323,124 10 NOW and interest-bearing demand deposits5,230,702 13 4,788,272 12 3,829,023 10 
Wealth management depositsWealth management deposits4,369,998 11 4,156,398 11 4,380,996 13 Wealth management deposits2,835,267 7 2,505,800 2,226,612 
Money marketMoney market9,547,167 25 9,335,920 25 8,727,966 25 Money market11,892,948 29 12,773,805 30 11,487,954 30 
SavingsSavings3,728,271 10 3,587,566 10 3,394,480 10 Savings3,882,856 9 3,904,299 3,728,271 10 
Time certificates of depositTime certificates of deposit4,632,796 12 4,875,392 13 5,104,701 15 Time certificates of deposit3,687,778 9 3,861,371 4,632,796 12 
Total average depositsTotal average deposits$38,150,930 100 %$37,259,921 100 %$34,538,795 100 %Total average deposits$41,334,679 100 %$41,567,611 100 %$38,150,930 100 %

Total average deposits for the second quarter of 20212022 were $38.2$41.3 billion, an increase of $3.6$3.2 billion, or 10%8%, from the second quarter of 2020.2021. The increase in average deposits is primarily attributable to additional deposits related to PPP lending and organic growth of retail deposits.

Wealth management deposits are funds from the brokerage customers of Wintrust Investments, CDEC and trust and asset management customers of the Company and brokerage customers from unaffiliated companies which have been placed into deposit accounts of the banks (“wealth management deposits” in the table above). Wealth Management deposits consist primarily of money market accounts. Consistent with reasonable interest rate risk parameters, these funds have generally been invested in loan production of the banks as well as other investments suitable for banks.

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Brokered Deposits

While the Company obtains a portion of its total deposits through brokered deposits, the Company does so primarily as an asset-liability management tool to assist in the management of interest rate risk, and the Company does not consider brokered deposits to be a vital component of its current liquidity resources. Historically, brokered deposits have represented a small component of the Company’s total deposits outstanding, as set forth in the table below:
June 30,December 31,June 30,December 31,
(Dollars in thousands)(Dollars in thousands)20212020202020192018(Dollars in thousands)20222021202120202019
Total depositsTotal deposits$38,804,616 $35,651,874 $37,092,651 $30,107,138 $26,094,678 Total deposits$42,593,326 $38,804,616 $42,095,585 $37,092,651 $30,107,138 
Brokered depositsBrokered deposits2,142,346 2,344,851 1,843,227 1,011,404 1,071,562 Brokered deposits1,791,443 2,142,346 1,591,083 1,843,227 1,011,404 
Brokered deposits as a percentage of total depositsBrokered deposits as a percentage of total deposits5.5 %6.6 %5.0 %3.4 %4.1 %Brokered deposits as a percentage of total deposits4.2 %5.5 %3.8 %5.0 %3.4 %

Brokered deposits include certificates of deposit obtained through deposit brokers, deposits received through the Certificate of Deposit Account Registry Program (“CDARS”CDARs”), and wealth managementcertain deposits of brokerage customers from unaffiliated companies which have been placed into deposit accounts of the banks.

Other Funding Sources

Although deposits are the Company’s primary source of funding its interest-earning assets, the Company’s ability to manage the types and terms of deposits is somewhat limited by customer preferences and market competition. As a result, in addition to deposits and the issuance of equity securities and the retention of earnings, the Company uses several other funding sources to support its growth. These sources include short-term borrowings, notes payable, FHLB advances, subordinated debt, secured borrowings and junior subordinated debentures. The Company evaluates the terms and unique characteristics of each source, as well as its asset-liability management position, in determining the use of such funding sources.

The following table sets forth, by category, the composition of the average balances of other funding sources for the quarterly periods presented:
Three Months EndedThree Months Ended
June 30,March 31,June 30,June 30,March 31,June 30,
(In thousands)(In thousands)202120212020(In thousands)202220222021
FHLB advancesFHLB advances$1,235,142 $1,228,433 $1,214,375 FHLB advances$1,197,390 $1,241,071 $1,235,142 
Other borrowings:Other borrowings:Other borrowings:
Notes payableNotes payable96,306 101,653 141,316 Notes payable74,912 80,261 96,306 
Short-term borrowingsShort-term borrowings15,034 11,796 9,881 Short-term borrowings14,791 13,456 15,034 
Secured borrowingsSecured borrowings350,219 339,923 276,030 Secured borrowings337,626 337,590 350,219 
OtherOther64,365 64,816 66,123 Other62,450 62,960 64,365 
Total other borrowingsTotal other borrowings$525,924 $518,188 $493,350 Total other borrowings$489,779 $494,267 $525,924 
Subordinated notesSubordinated notes436,644 436,532 436,226 Subordinated notes437,084 436,966 436,644 
Junior subordinated debenturesJunior subordinated debentures253,566 253,566 253,566 Junior subordinated debentures253,566 253,566 253,566 
Total other funding sourcesTotal other funding sources$2,451,276 $2,436,719 $2,397,517 Total other funding sources$2,377,819 $2,425,870 $2,451,276 
FHLB advances provide the banks with access to fixed-rate funds that are useful in mitigating interest rate risk and achieving an acceptable interest rate spread on fixed-rate loans or securities. Additionally, the banks have the ability to borrow shorter-term, overnight funding from the FHLB for other general purposes. FHLB advances to the banks totaled $1.2 billion at each of June 30, 2021,2022, March 31, 20212022 and June 30, 2020.2021.

Notes payable balances represent the balances on a $200.0 million loan agreement (“Credit Agreement”) with unaffiliated banks consisting of a $50.0$100.0 million revolving credit facility (“Revolving Credit Facility”) and a $150.0 million term facility (“Term Facility”). Both the Revolving Credit Facility and the Term Facility are available for corporate purposes such as to provide capital to fund continued growth at existing bank subsidiaries, possible future acquisitions and for other general corporate matters. In December of 2021, the Revolving Credit Facility was amended to increase the commitment amount by $50.0 million for a total commitment of $100.0 million. At June 30, 20212022 and 2020,2021, the Company had a balance under the Term Facility of $91.0$69.6 million and $112.4$91.0 million, respectively. The Company was contractually required to borrow the entire amount of the Term
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Facility on September 18, 2018 and all such borrowings must be repaid by September 18, 2023. At June 30, 2020,2022, the Company had no outstanding balance under the Revolving Credit Facility.
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Short-term borrowings include securities sold under repurchase agreements and federal funds purchased. These borrowings totaled $15.6 million at June 30, 2021 compared to $12.4 million at March 31, 2021 and $8.5 million at June 30, 2020. Securities sold under repurchase agreements representof customer sweep accounts for certain customers in connection with master repurchase agreements at the banks. These borrowings totaled $16.4 million at June 30, 2022 compared to $9.2 million at December 31, 2021 and $15.6 million at June 30, 2021. This funding category typically fluctuates based on customer preferences and daily liquidity needs of the banks, their customers and the banks’ operating subsidiaries.

The balance of secured borrowings primarily represents a third party Canadian transaction (“Canadian Secured Borrowing”). Under the Canadian Secured Borrowing, the Company, through its subsidiary, FIFC Canada, sells an undivided co-ownership interest in all receivables owed to FIFC Canada to an unrelated third party in exchange for cash payments pursuant to a receivables purchase agreement (“Receivables Purchase Agreement”).

Other borrowings at June 30, 20212022 include a fixed-rate promissory note issued by the Company in June 2017 and amended in March 2020 ("and in October 2021 (“Fixed-Rate Promissory Note"Note”) related to and secured by three office buildings owned by the Company. At June 30, 2021,2022, the Fixed-Rate Promissory Note had a balance of $64.2$62.3 million compared to $64.7$63.3 million at MarchDecember 31, 2021 and $66.0$64.2 million at June 30, 2020. Under the Fixed-Rate Promissory Note, during the three months ended March 31, 2020, the Company made monthly principal payments and paid interest at a fixed rate of 3.36%.2021. An amendment to the Fixed-Rate Promissory Note was executed on and became effective as of March 31, 2020. The amendment increased the principal amount to $66.4 million, reduced the interest rate to 3.00% and extended the maturity date to March 31, 2025. Another amendment to the Fixed-Rate Promissory Note was executed and effective as of October 6, 2021. The amendment reduced the interest rate from 3.00% to 1.70%. Under the Fixed-Rate Promissory Note, during the six months ended June 30, 2022, the Company made monthly principal payments and paid interest at a fixed rate of 1.70%.

At June 30, 2021,2022, the Company had outstanding subordinated notes totaling $436.7$437.2 million compared to $436.6$437.0 million and $436.3$436.7 million outstanding at MarchDecember 31, 2021 and June 30, 2020,2021, respectively. During the second quarter of 2019, the Company issued $300.0 million of subordinated notes, receiving $296.7 million in net proceeds. The notes have a stated interest rate of 4.85% and mature in June 2029. InDuring 2014, the Company issued $140.0 million of subordinated notes receiving $139.1 million in net proceeds. These notes have a stated interest rate of 5.00% and mature in June 2024. Subordinated notes are stated at par adjusted for unamortized costs paid related to the different issuances of such debt.

The Company had $253.6 million of junior subordinated debentures outstanding as of June 30, 2021, March2022, December 31, 2021 and June 30, 2020.2021. The amounts reflected on the balance sheet represent the junior subordinated debentures issued to eleven trusts by the Company and equal the amount of the preferred and common securities issued by the trusts. At June 30, 2021,2022, the Company included $245.5 million of the junior subordinated debentures, net of common securities, in Tier 2 regulatory capital.

In response to the COVID-19 pandemic, the Company will continue to manage funding sources discussed above, including the utilization of availability with theSee Note 11 - FHLB Advances, Other Borrowings and FRBSubordinated Notes and the Revolving Credit Facility with unaffiliated banks, to access needed liquidity in a timely manner. Please refer to Management's Discussion and Analysis of Financial Condition and Results of OperationNote 12 - Overview and - Liquidity sections of this report for additional discussion of the impact of the COVID-19 pandemic.

See Notes 10 and 11Junior Subordinated Debentures of the Consolidated Financial Statements presented under Item 1 of this report for details of period end balances and other information for these various funding sources.
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Shareholders’ Equity

The following tables reflect various consolidated measures of capital as of the dates presented and the capital guidelines established for a bank holding company:
June 30,
2021
March 31,
2021
June 30,
2020
June 30,
2022
March 31,
2022
June 30,
2021
Tier 1 leverage ratioTier 1 leverage ratio8.2 %8.2 %8.1 %Tier 1 leverage ratio8.8 %8.1 %8.2 %
Risk-based capital ratios:Risk-based capital ratios:Risk-based capital ratios:
Tier 1 capital ratioTier 1 capital ratio10.1 10.2 10.1 Tier 1 capital ratio9.9 9.6 10.1 
Common equity tier 1 capital ratioCommon equity tier 1 capital ratio9.0 9.0 8.8 Common equity tier 1 capital ratio9.0 8.6 9.0 
Total capital ratioTotal capital ratio12.4 12.6 12.8 Total capital ratio11.9 11.6 12.4 
Other ratio:Other ratio:Other ratio:
Total average equity-to-total average assets(1)
Total average equity-to-total average assets(1)
9.3 9.3 9.3 
Total average equity-to-total average assets(1)
9.2 9.1 9.3 
(1)Based on quarterly average balances.
Minimum
Capital
Requirements
Minimum Ratio + Capital Conservation Buffer(1)
Minimum Well
Capitalized(2)
Leverage ratio4.0 %N/AN/A
Tier 1 capital to risk-weighted assets6.0 8.50 6.0 
Common equity Tier 1 capital to risk-weighted assets4.5 7.00 N/A
Total capital to risk-weighted assets8.0 10.50 10.0 
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Minimum
Capital
Requirements
Minimum Ratio + Capital Conservation Buffer(1)
Minimum Well
Capitalized(2)
Leverage ratio4.0 %NAN/A
Tier 1 capital to risk-weighted assets6.0 8.5 6.0 
Common equity Tier 1 capital to risk-weighted assets4.5 7.0 N/A
Total capital to risk-weighted assets8.0 10.5 10.0 
(1)Reflects the Capital Conservation Buffer of 2.5%.
(2)Reflects the well-capitalized standard applicable to the Company for purposes of the Federal Reserve’s Regulation Y. The Federal Reserve has not yet revised the well-capitalized standard for BHCsbank holding companies (“BHCs”) to reflect the higher capital requirements imposed under the U.S. Basel III Rule or to add Common Equity Tier 1 capital ratio and Tier 1 leverage ratio requirements to this standard. As a result, the Common Equity Tier 1 capital ratio and Tier 1 leverage ratio are denoted as “N/A” in this column. If the Federal Reserve were to apply the same or a very similar well-capitalized standard to BHCs as the standard applicable to our subsidiary banks, we believe the Company’s capital ratios as of June 30, 20212022 would exceed such revised well-capitalized standard.

In February 2019, the OCC, the Board of Governors of the Federal Reserve System, and the FDICFederal Deposit Insurance Corporation (“FDIC”) issued a final rule to address the changes to the measurement of the allowance for credit losses, including banking organizations’ implementation of CECL. The final rule provides banking organizations the option to phase in over a three-year period the adverse effects on regulatory capital that may result from the adoption of the new accounting standard as of its date of adoption, or January 1, 2020. In March 2020, the OCC, the Board of Governors of the Federal Reserve System, and the FDIC published an interim final rule to delay the estimated impact on regulatory capital stemming from the implementation of CECL. The interim final rule maintains the three-year transition option in the previous rule and provides banks the option to delay for two years an estimate of CECL’s effect on regulatory capital, relative to the incurred loss methodology’s effect on regulatory capital, followed by a three-year transition period (five-year transition option). The Company adopted the capital transition relief over the permissible five-year period.

The Company’s principal sources of funds at the holding company level are dividends from its subsidiaries, borrowings under its loan agreement with unaffiliated banks and proceeds from the issuances of subordinated debt and additional equity. Refer to Notes 10, 11, 12 and 1718 of the Consolidated Financial Statements in Item 1 for further information on these various funding sources. Management is committed to maintaining the Company’s capital levels above the “Well Capitalized” levels established by the FRB for bank holding companies.

The Company’s Board of Directors approves dividends from time to time, however, the ability to declare a dividend is limited by the Company'sCompany’s financial condition, the terms of the Company'sCompany’s Series D and Series E preferred stock,Preferred Stock, the terms of the Company’s Trust Preferred Securities offerings and under certain financial covenants in the Company’s revolving and term facilities. In January and April of 2022, the Company declared a quarterly cash dividend of $0.34 per common share. In January, April, July and October of 2021, the Company declared a quarterly cash dividend of $0.31 per common share. In January, April, July and October of 2020, the Company declared a quarterly cash dividend of $0.28 per common share.

In response to the COVID-19 pandemic, theThe Company continues to leverage its capital management framework to assess and monitor risk when making capital decisions. The Company will continuously evaluate the adequacy of capital as a result of the
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decisions, including uncertainty from the COVID-19 pandemic. Please refer to Management'sManagement’s Discussion and Analysis of Financial Condition and Results of Operation - Overview section of this report for additional discussion of the impact of the COVID-19 pandemic.

See Note 1718 - Shareholders’ Equity and Earnings Per Share of the Consolidated Financial Statements presented under Item 1 of this report for details on the Company’s issuance of Series D Preferred Stock in June 2015, and Series E Preferred Stock and associated Depositary Shares in May 2020.2020, and additional common stock offering in June 2022. The Company hereby incorporates by reference Note 1718 of the Consolidated Financial Statements presented under Item 1 of this report in its entirety.

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LIQUIDITY

The Company manages the liquidity position of its banking operations to ensure that sufficient funds are available to meet customers’ needs for loans and deposit withdrawals. The management process includes the utilization of stress testing processes and other aspects of the Company's liquidity management framework to assess and monitor risk, and inform decision making. The liquidity to meet the demands of customers is provided by maturing assets, liquid assets that can be converted to cash and the ability to attract funds from external sources. Liquid assets refer to money market assets such as Federal funds sold and interest-bearing deposits with banks, as well as available-for-sale debt securities and equity securities with readily determinable fair values which are not pledged to secure public funds. In addition, trade date receivables represent certain sales or calls of available-for-sale securities that await cash settlement, typically in the month following the trade date.

In accordance withaddition to the liquidity management noted above, deposit growth and increases in borrowings from various sources have resulted in accumulating liquidity assets in recent periods.the second quarter of 2022, the Company sold a total of 3,450,000 shares of its common stock through a public offering. Net proceeds to the Company totaled approximately $285.7 million, net of estimated issuance costs. In the second quarter of 2021,2022, we maintained our liquid assets to ensure that we would have the balance sheet strength to serve our clients through the COVID-19 pandemic.clients. As a result, the Company believes that it has sufficient funds and access to funds to effectively manage through the COVID-19 pandemic as well as meet its working capital and other needs.needs as well as manage through the continued COVID-19 pandemic. The Company will continue to prudently evaluate liquidity sources, including the management of availability with the FHLB and FRB and utilization of the revolving credit facility with unaffiliated banks. Please refer to Management'sManagement’s Discussion and Analysis of Financial Condition and Results of Operation -Interest-Earning Assets, -Deposits, -Other Funding Sources and -Shareholders’ Equity sections of this report for additional information regarding the Company’s liquidity position. Please refer to Management'sManagement’s Discussion and Analysis of Financial Condition and Results of Operation -Overview section of this report for additional discussion of the impact of the COVID-19 pandemic.

INFLATION

A banking organization’s assets and liabilities are primarily monetary. Changes in the rate of inflation typically do not have as great an impact on the financial condition of a bank as do changes in interest rates. Moreover, interest rates do not necessarily change at the same percentage as inflation. Accordingly, changes in inflation are not expected to have aas material an impact on the Company.Company’s business as entities operating in other industries. An analysis of the Company’s asset and liability structure provides the best indication of how the organization is positioned to respond to changing interest rates. See “Quantitative and Qualitative Disclosures About Market Risk” section of this report for additional information.

FORWARD-LOOKING STATEMENTS

This document contains forward-looking statements within the meaning of federal securities laws. Forward-looking information can be identified through the use of words such as “intend,” “plan,” “project,” “expect,” “anticipate,” “believe,” “estimate,” “contemplate,” “possible,” “will,” “may,” “should,” “would” and “could.” Forward-looking statements and information are not historical facts, are premised on many factors and assumptions, and represent only management’s expectations, estimates and projections regarding future events. Similarly, these statements are not guarantees of future performance and involve certain risks and uncertainties that are difficult to predict, such as the impacts of the COVID-19 pandemic (including the continued emergence of variant strains), and which may include, but are not limited to, those listed below and the Risk Factors discussed under Item 1A of the 2020Company’s 2021 Annual Report on Form 10-K and in Part II, Item 1A, of this Form 10-Q, and in any of the Company’s subsequent SEC filings. The Company intends such forward-looking statements to be covered by the safe harbor provisions for forward-looking statements contained in the Private Securities Litigation Reform Act of 1995, and is including this statement for purposes of invoking these safe harbor provisions. Such forward-looking statements may be deemed to include, among other things, statements relating to the Company’s future financial performance, the performance of its loan portfolio, the expected amount of future credit reserves and charge-offs, delinquency trends, growth plans, regulatory developments, securities that the Company may offer from time to time, and management’s long-term performance goals, as well as statements relating to the anticipated effects on financial condition and results of operations from expected developments or events, the Company’s business and growth strategies, including future acquisitions of banks, specialty finance or wealth management businesses, internal growth and plans to form additional de novo banks or branch offices. Actual results could differ materially from those addressed in the forward-looking statements as a result of numerous factors, including the following:

the severity, magnitude and duration of the COVID-19 pandemic, including the continued emergence of variant strains, and the direct and indirect impact of such pandemic, as well as responses to the pandemic by the government, businesses and consumers, on our operations and personnel, commercial activity and demand across our business and our customers’ businesses;
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the disruption of global, national, state and local economies associated with the COVID-19 pandemic, which could affect the Company’s liquidity and capital positions, impair the ability of our borrowers to repay outstanding loans, impair collateral values and further increase our allowance for credit losses;
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the impact of the COVID-19 pandemic on our financial results, including possible lost revenue and increased expenses (including the cost of capital), as well as possible goodwill impairment charges;
economic conditions and events that affect the economy, housing prices, the job market and other factors that may adversely affect the Company’s liquidity and the performance of its loan portfolios, particularly in the markets in which it operates;
negative effects suffered by us or our customers resulting from changes in U.S. trade policies;
the extent of defaults and losses on the Company’s loan portfolio, which may require further increases in its allowance for credit losses;
estimates of fair value of certain of the Company’s assets and liabilities, which could change in value significantly from period to period;
the financial success and economic viability of the borrowers of our commercial loans;
commercial real estate market conditions in the Chicago metropolitan area and southern Wisconsin;
the extent of commercial and consumer delinquencies and declines in real estate values, which may require further increases in the Company’s allowance for credit losses;
inaccurate assumptions in our analytical and forecasting models used to manage our loan portfolio;
changes in the level and volatility of interest rates, the capital markets and other market indices (including developments and volatility arising from or related to the COVID-19 pandemic) that may affect, among other things, the Company’s liquidity and the value of its assets and liabilities;
the interest rate environment, including a prolonged period of near zerolow interest rates or potentially negativerising interest rates, either broadly or for some types of instruments, which may affect the Company’s net interest income and net interest margin, and which could materially adversely affect the Company’s profitability;
competitive pressures in the financial services business which may affect the pricing of the Company’s loan and deposit products as well as its services (including wealth management services), which may result in loss of market share and reduced income from deposits, loans, advisory fees and income from other products;
failure to identify and complete favorable acquisitions in the future or unexpected difficulties or developments related to the integration of the Company’s recent or future acquisitions;
unexpected difficulties and losses related to FDIC-assisted acquisitions;
harm to the Company’s reputation;
any negative perception of the Company’s financial strength;
ability of the Company to raise additional capital on acceptable terms when needed;
disruption in capital markets, which may lower fair values for the Company’s investment portfolio;
ability of the Company to use technology to provide products and services that will satisfy customer demands and create efficiencies in operations and to manage risks associated therewith;
failure or breaches of our security systems or infrastructure, or those of third parties;
security breaches, including denial of service attacks, hacking, social engineering attacks, malware intrusion or data corruption attempts and identity theft;
adverse effects on our information technology systems resulting from failures, human error or cyberattacks (including ransomware);
adverse effects of failures by our vendors to provide agreed upon services in the manner and at the cost agreed, particularly our information technology vendors;
increased costs as a result of protecting our customers from the impact of stolen debit card information;
accuracy and completeness of information the Company receives about customers and counterparties to make credit decisions;
ability of the Company to attract and retain senior management experienced in the banking and financial services industries;
environmental liability risk associated with lending activities;
the impact of any claims or legal actions to which the Company is subject, including any effect on our reputation;
losses incurred in connection with repurchases and indemnification payments related to mortgages and increases in reserves associated therewith;
the loss of customers as a result of technological changes allowing consumers to complete their financial transactions without the use of a bank;
the soundness of other financial institutions;
the expenses and delayed returns inherent in opening new branches and de novo banks;
liabilities, potential customer loss or reputational harm related to closings of existing branches;
examinations and challenges by tax authorities, and any unanticipated impact of the Tax Act;
changes in accounting standards, rules and interpretations, and the impact of such changes on the Company’s financial statements;
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the ability of the Company to receive dividends from its subsidiaries;
uncertainty about the discontinued use of LIBOR and transition to an alternative rate;
a decrease in the Company’s capital ratios, including as a result of declines in the value of its loan portfolios, or otherwise;
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legislative or regulatory changes, particularly changes in regulation of financial services companies and/or the products and services offered by financial services companies, including those changes that are in response to the COVID-19 pandemic, including without limitation the CARESCoronavirus Aid, Relief, and Economic Security Act, the Economic Aid to Hard-Hit Small Businesses, Nonprofits and Venues Act, and the rules and regulations that may be promulgated thereunder;
a lowering of our credit rating;
changes in U.S. monetary policy and changes to the Federal Reserve’s balance sheet, including changes in response to the COVID-19 pandemic, persistent inflation or otherwise;
regulatory restrictions upon our ability to market our products to consumers and limitations on our ability to profitably operate our mortgage business;
increased costs of compliance, heightened regulatory capital requirements and other risks associated with changes in regulation and the regulatory environment;
the impact of heightened capital requirements;
increases in the Company’s FDIC insurance premiums, or the collection of special assessments by the FDIC;
delinquencies or fraud with respect to the Company’s premium finance business;
credit downgrades among commercial and life insurance providers that could negatively affect the value of collateral securing the Company’s premium finance loans;
the Company’s ability to comply with covenants under its credit facility; and
fluctuations in the stock market, which may have an adverse impact on the Company’s wealth management business and brokerage operation.operation; and
widespread outages of operational, communication, or other systems, whether internal or provided by third parties, natural or other disasters (including acts of terrorism, armed hostilities and pandemics), and the effects of climate change.

Therefore, there can be no assurances that future actual results will correspond to these forward-looking statements. The reader is cautioned not to place undue reliance on any forward-looking statement made by the Company. Any such statement speaks only as of the date the statement was made or as of such date that may be referenced within the statement. The Company undertakes no obligation to update any forward-looking statement to reflect the impact of circumstances or events after the date of this report. Persons are advised, however, to consult further disclosures management makes on related subjects in its reports filed with the Securities and Exchange Commission and in its press releases.


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ITEM 3
QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK

As an ongoing part of its financial strategy, the Company attempts to manage the impact of fluctuations in market interest rates on net interest income. This effort entails providing a reasonable balance between interest rate risk, credit risk, liquidity risk and maintenance of yield. Asset-liability management policies are established and monitored by management in conjunction with the boards of directors of the banks, subject to general oversight by the Risk Management Committee of the Company’s Board of Directors. The policies establish guidelines for acceptable limits on the sensitivity of the market value of assets and liabilities to changes in interest rates.

Interest rate risk arises when the maturity or re-pricing periods and interest rate indices of the interest earninginterest-earning assets, interest bearinginterest-bearing liabilities, and derivative financial instruments are different. It is the risk that changes in the level of market interest rates will result in disproportionate changes in the value of, and the net earnings generated from, the Company’s interest earninginterest-earning assets, interest bearinginterest-bearing liabilities and derivative financial instruments. The Company continuously monitors not only the organization’s current net interest margin, but also the historical trends of these margins. In addition, management attempts to identify potential adverse changes in net interest income in future years as a result of interest rate fluctuations by performing simulation analysis of various interest rate environments. If a potential adverse change in net interest margin and/or net income is identified, management would take appropriate actions with its asset-liability structure to mitigate these potentially adverse situations.

Since the Company’s primary source of interest bearinginterest-bearing liabilities is from customer deposits, the Company’s ability to manage the types and terms of such deposits is somewhat limited by customer preferences and local competition in the market areas in which the banks operate. The rates, terms and interest rate indices of the Company’s interest earninginterest-earning assets result primarily from the Company’s strategy of investing in loans and securities that permit the Company to limit its exposure to interest rate risk, together with credit risk, while at the same time achieving an acceptable interest rate spread.

The Company’s exposure to interest rate risk is reviewed on a regular basis by management and the Risk Management Committees of the boards of directors of the banks and the Company. The objective of the review is to measure the effect on net income and to adjust balance sheet and derivative financial instruments to minimize the inherent risk while at the same time maximizing net interest income.

The following interest rate scenarios display the percentage change in net interest income over a one-year time horizon assuming increases of 100 and 200 basis points and decreases of 100 basis points. The Static Shock Scenario results incorporate actual cash flows and repricing characteristics for balance sheet instruments following an instantaneous, parallel change in market rates based upon a static (i.e. no growth or constant) balance sheet. Conversely, the Ramp Scenario results incorporate management’s projections of future volume and pricing of each of the product lines following a gradual, parallel change in market rates over twelve months. Actual results may differ from these simulated results due to timing, magnitude, and frequency of interest rate changes as well as changes in market conditions and management strategies. The interest rate sensitivity for both the Static Shock and Ramp Scenarios at June 30, 2021,2022, March 31, 20212022 and June 30, 20202021 is as follows:
Static Shock ScenariosStatic Shock Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
Static Shock Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
June 30, 2022June 30, 202217.0 %9.0 %(12.6)%
March 31, 2022March 31, 202221.4 11.0 (11.3)
June 30, 2021June 30, 202124.6 %11.7 %(6.9)%June 30, 202124.6 11.7 (6.9)
March 31, 202122.0 10.2 (7.2)
June 30, 202025.9 12.6 (8.3)

Ramp ScenariosRamp Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
Ramp Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
June 30, 2022June 30, 202210.2 %5.3 %(6.9)%
March 31, 2022March 31, 202211.2 5.8 (7.1)
June 30, 2021June 30, 202111.4 %5.8 %(3.3)%June 30, 202111.4 5.8 (3.3)
March 31, 202110.7 5.4 (3.6)
June 30, 202013.0 6.7 (3.2)

One method utilized by financial institutions, including the Company, to manage interest rate risk is to enter into derivative financial instruments. Derivative financial instruments include interest rate swaps, interest rate caps, floors and collars, futures, forwards, option contracts and other financial instruments with similar characteristics. Additionally, the Company enters into
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commitments to fund certain mortgage loans (interest rate locks) to be sold into the secondary market and forward commitments for the future delivery of mortgage loans to third party investors. See Note 1415 - Derivative Financial Instruments of the Consolidated Financial Statements in Item 1 of this report for further information on the Company’s derivative financial instruments.

During the first six months of 2020,
Periodically, the Company enteredenters into certain covered call option transactions related to certain securities held by the Company. The Company did not enter into such transactions during the first six months of 2021. The Company uses these option transactions (rather than entering into other derivative interest rate contracts, such as interest rate floors) to economically hedge positions and compensate for net interest margin compression by increasing the total return associated with the related securities through fees generated from these options. Although the revenue received from these options is recorded as non-interest income rather than interest income, the increased return attributable to the related securities from these options contributes to the Company’s overall profitability. The Company’s exposure to interest rate risk may be impacted by these transactions. To further mitigate this risk, the Company may acquire fixed rate term debt or use financial derivative instruments. There were no covered call options outstanding as of June 30, 20212022 and June 30, 2020.

2021. See Note 15 - Derivative Financial Instruments of the Consolidated Financial Statements in Item 1 of this report for further information on the Company’s fees from covered call options for the three and six months ended June 30, 2022 and June 30, 2021.
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ITEM 4
CONTROLS AND PROCEDURES

As of the end of the period covered by this report, the Company’s Chief Executive Officer and Chief Financial Officer carried out an evaluation under their supervision, with the participation of other members of management as they deemed appropriate, of the effectiveness of the design and operation of the Company’s disclosure controls and procedures as contemplated by Exchange Act Rule 13a-15. Based upon, and as of the date of that evaluation, the Chief Executive Officer and Chief Financial Officer concluded that the Company’s disclosure controls and procedures are effective, in all material respects, in timely alerting them to material information relating to the Company (and its consolidated subsidiaries) required to be included in the periodic reports the Company is required to file and submit to the SEC under the Exchange Act.

There were no changes in the Company’s internal control over financial reporting (as defined in Exchange Act Rule 13a-15(f)) during the period that have materially affected, or are reasonably likely to materially affect, our internal controls over financial reporting.
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PART II —

Item 1: Legal Proceedings

In accordance with applicable accounting principles, the Company establishes an accrued liability for litigation and threatened litigation actions and proceedings when those actions present loss contingencies, which are both probable and estimable. In actions for which a loss is reasonably possible in future periods, the Company determines whether it can estimate a loss or range of possible loss. To determine whether a possible loss is estimable, the Company reviews and evaluates its material litigation on an ongoing basis, in conjunction with any outside counsel handling the matter, in light of potentially relevant factual and legal developments. This review may include information learned through the discovery process, rulings on substantive or dispositive motions, and settlement discussions.

Wintrust Mortgage Wage Payment Matter

On October 17, 2018, a former Wintrust Mortgage employee filed a lawsuit in the Superior Court of Los Angeles County, California against Wintrust Mortgage alleging violation of California wage payment statutes on behalf of herself and all other hourly, non-exempt employees of Wintrust Mortgage in California. Wintrust Mortgage received service of the complaint on November 4, 2018. Wintrust Mortgage filed its response to the complaint on February 25, 2019. On November 1, 2019, the plaintiff's counsel filed a letter with the California Department of Labor advising that it was initiating an action under California's Private Attorney General Act statute based on the same alleged violations. In November 2019, the parties reached a settlement agreement. The parties executed a settlement agreement and on February 26, 2020, plaintiff moved the court for approval. A hearing on the motion to approve settlement was originally set for June 16, 2020, but the court continued the motion to September 8, 2020. On September 8, 2020, the court requested the parties make certain changes to the settlement agreement that were immaterial to the parties’ settlement terms. The parties revised the settlement agreement consistent with the court's recommendations and submitted the revised settlement agreement to the court for its approval. On January 27, 2021, the court entered its preliminary approval of the settlement. After no class members opted out or objected to the settlement, the court issued its final approval of the settlement on June 17, 2021 and on June 18, 2021, Wintrust Mortgage tendered the settlement amount to the class claims administrator. Payments to class members have been completed and this matter is closed. The Company had reserved an amount for this settlement that is immaterial to its results of operations or financial condition.

Northbrook BankWintrust Mortgage California PAGA Matter

On October 17, 2018, two individual plaintiffsMay 24, 2022, a former Wintrust Mortgage employee filed a California Private Attorney General Act (“PAGA”) suit, not individually, but as representative of all Wintrust Mortgage’s California hourly employees, against Wintrust Mortgage in the CircuitSuperior Court of CookSan Diego County, IllinoisCalifornia. Plaintiff alleges Wintrust Mortgage failed to provide: (i) accurate sick leave accrual and pay; (ii) overtime wages; (iii) accurately itemized wage statements; (iv) meal breaks and meal premiums; (v) timely payment of earned wages; (vi) payment of all earned wages; and (vii) payment of all vested vacation hours. Wintrust Mortgage disputes the validity of Plaintiff’s claims and believes, to the extent there were defects in complying with California law governing the payment of compensation to Plaintiff, such errors would have been de minimis. Plaintiff also has an arbitration agreement with a collective and class action waiver. We believe plaintiff’s allegations to be legally and factually meritless and otherwise lack sufficient information to estimate the amount of any potential liability.

Wintrust Mortgage Fair Lending Matter

On May 25, 2022, a Wintrust Mortgage customer filed a putative class action and asserted individual claims against Northbrook BankWintrust Mortgage and Tamer Moumen on behalf of themselves and a class of approximately 42 investors in a hedge fund run by defendant Moumen. Plaintiffs allege that defendant Moumen ran a fraudulent Ponzi scheme and ran those funds through deposit accounts at Northbrook Bank. They allege the bank was negligent in failing to close the deposit accounts and that it intentionally aided and abetted defendant MoumenWintrust Financial Corporation in the alleged fraud. They contend that Northbrook Bank is liable for losses in excess of $6 million. Northbrook Bank filed its motion to dismiss the complaint on January 15, 2019, which the court granted on March 5, 2019. On April 3, 2019, the plaintiffs filed an amended complaint based on similar allegations. Northbrook Bank again moved to dismiss. The court heard this motion on July 17, 2019 and once again dismissed the complaint without prejudice. Plaintiffs filed a second amended complaint on August 12, 2019. Northbrook moved to dismiss the second amended complaint. On November 6, 2019, the court dismissed the complaint with prejudice. Plaintiffs filed an appeal on December 2, 2019. After this appeal was fully briefed, on September 4, 2020, the AppellateDistrict Court for the FirstNorthern District of Illinois remandedIllinois. Plaintiff alleges that Wintrust Mortgage discriminated against black/African American borrowers and brings class claims under the case back to the trial court for lack of appellate jurisdiction. The Appellate Court determined it did not have jurisdiction to hear the appeal because the trial court did not dismiss the suit against defendant MoumenEqual Credit Opportunity Act, Sections 1981 and plaintiffs did not obtain the trial court's consent for immediate appeal1982 under Chapter 42 of the dismissal order against Northbrook Bank. On October 29, 2020,United States Code; and the plaintiffs curedFair Housing Act of 1968. Plaintiff also asserts individual claims under theories of promissory estoppel, fraudulent inducement, and breach of contract. We vigorously dispute these allegations, believe them to be legally and factually meritless, and otherwise lack sufficient information to estimate the jurisdictional issue identified by the Appellate Court by dismissing defendant Moumen. Plaintiffs filed their renewed appeal on November 4, 2020. This matter was fully briefed and on July 30, 2021, the Appellate Court issued an opinion affirming the trial court’s dismissalamount of the compliant with prejudice.any potential liability.

Other Matters

In addition, the Company and its subsidiaries, from time to time, are subject to pending and threatened legal action and proceedings arising in the ordinary course of business.

Based on information currently available and upon consultation with counsel, management believes that the eventual outcome of any pending or threatened legal actions and proceedings described above, including our ordinary course litigation, will not have a material adverse effect on the operations or financial condition of the Company. However, it is possible that the ultimate resolution of these matters, if unfavorable, may be material to the results of operations or financial condition for a particular period.
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Item 1A: Risk Factors

There have been no material changes from the risk factors set forth under Part I, Item 1A “Risk Factors” in the 20202021 Form 10-K.

Item 2: Unregistered Sales of Equity Securities and Use of Proceeds

Our previously authorized share repurchase program permitted the repurchase of up to $125 million of our common stock. On October 28, 2021, the Board of Directors of the Company authorized the repurchase of up to $200 million of the Company’s outstanding shares of common stock. This authorization is incremental to the remaining authorization of approximately $23 million under the previous program, which the Board approved in 2019. The repurchase authorization does not have an expiration date. No purchases of the Company’s common shares were made by or on behalf of the Company or any “affiliated purchaser” as defined in Rule 10b-18(a)(3) under the Securities Exchange Act of 1934, as amended, during the three or six months ended June 30, 2021.2022.

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Item 6: Exhibits:

(a)Exhibits (Exhibits
(Exhibits marked with a “*” denote management contracts or compensatory plans or arrangements)
101.INS
The XBRL Instance Document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document (1)
101.SCHXBRL Taxonomy Extension Schema Document
101.CALXBRL Taxonomy Extension Calculation Linkbase Document
101.LABXBRL Taxonomy Extension Label Linkbase Document
101.PREXBRL Taxonomy Extension Presentation Linkbase Document
101.DEFXBRL Taxonomy Extension Definition Linkbase Document
104Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)
(1)Includes the following financial information included in the Company’s Quarterly Report on Form 10-Q for the quarter ended June 30, 2021,2022, formatted in iXBRL (Inline eXtensible Business Reporting Language): (i) the Consolidated Statements of Condition, (ii) the Consolidated Statements of Income, (iii) the Consolidated Statements of Comprehensive Income, (iv) the Consolidated Statements of Changes in Shareholders’ Equity, (v) the Consolidated Statements of Cash Flows, and (vi) Notes to Consolidated Financial Statements


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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.
WINTRUST FINANCIAL CORPORATION
(Registrant)
Date:August 6, 20218, 2022/s/ DAVID L. STOEHR
David L. Stoehr
Executive Vice President and
Chief Financial Officer
(Principal Financial and Accounting Officer)Officer and duly authorized officer)

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