0001015328us-gaap:PerformanceSharesMember2021-09-30
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 March 31,September 30, 2021
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
Series D Preferred Stock, no par valueWTFCMThe NASDAQ Global Select Market
Depositary Shares, Each Representing a 1/1,000th Interest in a Share of
WTFCPThe NASDAQ Global Select Market
 6.875% Fixed-Rate Reset Non-Cumulative Perpetual 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, 57,039,67457,007,314 shares, as of April 30,October 31, 2021


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)March 31,
2021
December 31,
2020
March 31,
2020
(In thousands, except share data)September 30,
2021
December 31,
2020
September 30,
2020
AssetsAssetsAssets
Cash and due from banksCash and due from banks$426,325 $322,415 $349,118 Cash and due from banks$462,244 $322,415 $308,639 
Federal funds sold and securities purchased under resale agreementsFederal funds sold and securities purchased under resale agreements52 59 309 Federal funds sold and securities purchased under resale agreements55 59 56 
Interest-bearing deposits with banksInterest-bearing deposits with banks3,348,794 4,802,527 1,943,743 Interest-bearing deposits with banks5,232,315 4,802,527 3,825,823 
Available-for-sale securities, at fair valueAvailable-for-sale securities, at fair value2,430,749 3,055,839 3,570,959 Available-for-sale securities, at fair value2,373,478 3,055,839 2,946,459 
Held-to-maturity securities, at amortized cost, net of allowance for credit losses of $99, $59 and $70 at March 31, 2021, December 31, 2020 and March 31, 2020, respectively ($2.1 billion, $593.8 million and $879.2 million fair value at March 31, 2021, December 31, 2020 and March 31, 2020, respectively)2,166,419 579,138 865,376 
Held-to-maturity securities, at amortized cost, net of allowance for credit losses of $83, $59 and $63 at September 30, 2021, December 31, 2020 and September 30, 2020, respectively ($2.7 billion, $593.8 million and $575.9 million fair value at September 30, 2021, December 31, 2020 and September 30, 2020, respectively)Held-to-maturity securities, at amortized cost, net of allowance for credit losses of $83, $59 and $63 at September 30, 2021, December 31, 2020 and September 30, 2020, respectively ($2.7 billion, $593.8 million and $575.9 million fair value at September 30, 2021, December 31, 2020 and September 30, 2020, respectively)2,736,722 579,138 560,267 
Trading account securitiesTrading account securities951 671 2,257 Trading account securities1,103 671 1,720 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value90,338 90,862 47,310 Equity securities with readily determinable fair value88,193 90,862 54,398 
Federal Home Loan Bank and Federal Reserve Bank stockFederal Home Loan Bank and Federal Reserve Bank stock135,881 135,588 134,546 Federal Home Loan Bank and Federal Reserve Bank stock135,408 135,588 135,568 
Brokerage customer receivablesBrokerage customer receivables19,056 17,436 16,293 Brokerage customer receivables26,378 17,436 16,818 
Mortgage loans held-for-sale, at fair valueMortgage loans held-for-sale, at fair value1,260,193 1,272,090 656,934 Mortgage loans held-for-sale, at fair value925,312 1,272,090 959,671 
Loans, net of unearned incomeLoans, net of unearned income33,171,233 32,079,073 27,807,321 Loans, net of unearned income33,264,043 32,079,073 32,135,555 
Allowance for loan lossesAllowance for loan losses(277,709)(319,374)(216,050)Allowance for loan losses(248,612)(319,374)(325,959)
Net loansNet loans32,893,524 31,759,699 27,591,271 Net loans33,015,431 31,759,699 31,809,596 
Premises and equipment, net760,522 768,808 764,583 
Premises, software and equipment, netPremises, software and equipment, net748,872 768,808 774,288 
Lease investments, netLease investments, net238,984 242,434 207,147 Lease investments, net243,933 242,434 230,373 
Accrued interest receivable and other assetsAccrued interest receivable and other assets1,230,362 1,351,455 1,460,168 Accrued interest receivable and other assets1,166,917 1,351,455 1,424,728 
Trade date securities receivable0 502,207 
GoodwillGoodwill646,017 645,707 643,441 Goodwill645,792 645,707 644,644 
Other intangible assetsOther intangible assets34,035 36,040 44,185 Other intangible assets30,118 36,040 38,670 
Total assetsTotal assets$45,682,202 $45,080,768 $38,799,847 Total assets$47,832,271 $45,080,768 $43,731,718 
Liabilities and Shareholders’ EquityLiabilities and Shareholders’ EquityLiabilities and Shareholders’ Equity
Deposits:Deposits:Deposits:
Non-interest-bearingNon-interest-bearing$12,297,337 $11,748,455 $7,556,755 Non-interest-bearing$13,255,417 $11,748,455 $10,409,747 
Interest-bearingInterest-bearing25,575,315 25,344,196 23,904,905 Interest-bearing26,697,141 25,344,196 25,434,675 
Total depositsTotal deposits37,872,652 37,092,651 31,461,660 Total deposits39,952,558 37,092,651 35,844,422 
Federal Home Loan Bank advancesFederal Home Loan Bank advances1,228,436 1,228,429 1,174,894 Federal Home Loan Bank advances1,241,071 1,228,429 1,228,422 
Other borrowingsOther borrowings516,877 518,928 487,503 Other borrowings504,527 518,928 507,395 
Subordinated notesSubordinated notes436,595 436,506 436,179 Subordinated notes436,811 436,506 436,385 
Junior subordinated debenturesJunior subordinated debentures253,566 253,566 253,566 Junior subordinated debentures253,566 253,566 253,566 
Trade date securities payableTrade date securities payable995 200,907 Trade date securities payable1,348 200,907 — 
Accrued interest payable and other liabilitiesAccrued interest payable and other liabilities1,120,570 1,233,786 1,285,652 Accrued interest payable and other liabilities1,032,073 1,233,786 1,387,439 
Total liabilitiesTotal liabilities41,429,691 40,964,773 35,099,454 Total liabilities43,421,954 40,964,773 39,657,629 
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 March 31, 2021, December 31, 2020 and March 31, 2020125,000 125,000 125,000 
Series E - $25,000 liquidation value; 11,500 shares issued and outstanding at March 31, 2021 and December 31, 2020 and 0 shares issued at March 31, 2020287,500 287,500 
Common stock, no par value; $1.00 stated value; 100,000,000 shares authorized at March 31, 2021, December 31, 2020 and March 31, 2020; 58,726,900 shares issued at March 31, 2021, 58,473,252 shares issued at December 31, 2020 and 58,266,136 shares issued at March 31, 202058,727 58,473 58,266 
Series D - $25 liquidation value; 5,000,000 shares issued and outstanding at September 30, 2021, December 31, 2020 and September 30, 2020Series D - $25 liquidation value; 5,000,000 shares issued and outstanding at September 30, 2021, December 31, 2020 and September 30, 2020125,000 125,000 125,000 
Series E - $25,000 liquidation value; 11,500 shares issued and outstanding at September 30, 2021, December 31, 2020 and September 30, 2020Series E - $25,000 liquidation value; 11,500 shares issued and outstanding at September 30, 2021, December 31, 2020 and September 30, 2020287,500 287,500 287,500 
Common stock, no par value; $1.00 stated value; 100,000,000 shares authorized at September 30, 2021, December 31, 2020 and September 30, 2020; 58,793,715 shares issued at September 30, 2021, 58,473,252 shares issued at December 31, 2020 and 58,322,775 shares issued at September 30, 2020Common stock, no par value; $1.00 stated value; 100,000,000 shares authorized at September 30, 2021, December 31, 2020 and September 30, 2020; 58,793,715 shares issued at September 30, 2021, 58,473,252 shares issued at December 31, 2020 and 58,322,775 shares issued at September 30, 202058,794 58,473 58,323 
SurplusSurplus1,663,008 1,649,990 1,652,063 Surplus1,674,062 1,649,990 1,647,049 
Treasury stock, at cost, 1,703,627 shares at March 31, 2021 and December 31, 2020, and 720,784 shares at March 31, 2020(100,363)(100,363)(44,891)
Treasury stock, at cost, 1,837,689 shares at September 30, 2021 and 1,703,627 shares at December 31, 2020, and 720,784 shares at September 30, 2020Treasury stock, at cost, 1,837,689 shares at September 30, 2021 and 1,703,627 shares at December 31, 2020, and 720,784 shares at September 30, 2020(109,903)(100,363)(44,891)
Retained earningsRetained earnings2,208,535 2,080,013 1,917,558 Retained earnings2,373,447 2,080,013 2,001,949 
Accumulated other comprehensive income (loss)Accumulated other comprehensive income (loss)10,104 15,382 (7,603)Accumulated other comprehensive income (loss)1,417 15,382 (841)
Total shareholders’ equityTotal shareholders’ equity4,252,511 4,115,995 3,700,393 Total shareholders’ equity4,410,317 4,115,995 4,074,089 
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$45,682,202 $45,080,768 $38,799,847 Total liabilities and shareholders’ equity$47,832,271 $45,080,768 $43,731,718 
See accompanying notes to unaudited consolidated financial statements.
1

Table of Contents
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF INCOME (UNAUDITED)
Three Months EndedThree Months EndedNine Months Ended
(In thousands, except per share data)(In thousands, except per share data)March 31,
2021
March 31,
2020
(In thousands, except per share data)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Interest incomeInterest incomeInterest income
Interest and fees on loansInterest and fees on loans$274,100 $301,839 Interest and fees on loans$285,587 $280,479 $844,388 $877,064 
Mortgage loans held-for-saleMortgage loans held-for-sale9,036 3,165 Mortgage loans held-for-sale7,716 5,791 24,935 13,720 
Interest-bearing deposits with banksInterest-bearing deposits with banks1,199 4,768 Interest-bearing deposits with banks2,000 1,181 4,352 7,259 
Federal funds sold and securities purchased under resale agreementsFederal funds sold and securities purchased under resale agreements0 86 Federal funds sold and securities purchased under resale agreements —  102 
Investment securitiesInvestment securities19,264 32,467 Investment securities25,189 21,819 68,076 81,391 
Trading account securitiesTrading account securities2 Trading account securities3 6 26 
Federal Home Loan Bank and Federal Reserve Bank stockFederal Home Loan Bank and Federal Reserve Bank stock1,745 1,577 Federal Home Loan Bank and Federal Reserve Bank stock1,777 1,774 5,291 5,116 
Brokerage customer receivablesBrokerage customer receivables123 158 Brokerage customer receivables185 106 457 361 
Total interest incomeTotal interest income305,469 344,067 Total interest income322,457 311,156 947,505 985,039 
Interest expenseInterest expenseInterest expense
Interest on depositsInterest on deposits27,944 67,435 Interest on deposits19,305 39,084 71,547 156,576 
Interest on Federal Home Loan Bank advancesInterest on Federal Home Loan Bank advances4,840 3,360 Interest on Federal Home Loan Bank advances4,931 4,947 14,658 13,241 
Interest on other borrowingsInterest on other borrowings2,609 3,546 Interest on other borrowings2,501 3,012 7,678 9,994 
Interest on subordinated notesInterest on subordinated notes5,477 5,472 Interest on subordinated notes5,480 5,474 16,469 16,452 
Interest on junior subordinated debenturesInterest on junior subordinated debentures2,704 2,811 Interest on junior subordinated debentures2,744 2,703 8,172 8,266 
Total interest expenseTotal interest expense43,574 82,624 Total interest expense34,961 55,220 118,524 204,529 
Net interest incomeNet interest income261,895 261,443 Net interest income287,496 255,936 828,981 780,510 
Provision for credit lossesProvision for credit losses(45,347)52,961 Provision for credit losses(7,916)25,026 (68,562)213,040 
Net interest income after provision for credit lossesNet interest income after provision for credit losses307,242 208,482 Net interest income after provision for credit losses295,412 230,910 897,543 567,470 
Non-interest incomeNon-interest incomeNon-interest income
Wealth managementWealth management29,309 25,941 Wealth management31,531 24,957 91,530 73,534 
Mortgage bankingMortgage banking113,494 48,326 Mortgage banking55,794 108,544 219,872 259,194 
Service charges on deposit accountsService charges on deposit accounts12,036 11,265 Service charges on deposit accounts14,149 11,497 39,434 33,182 
Gains (losses) on investment securities, net1,154 (4,359)
(Losses) gains on investment securities, net(Losses) gains on investment securities, net(2,431)411 8 (3,140)
Fees from covered call optionsFees from covered call options0 2,292 Fees from covered call options1,157 — 2,545 2,292 
Trading gains (losses), netTrading gains (losses), net419 (451)Trading gains (losses), net58 183 39 (902)
Operating lease income, netOperating lease income, net14,440 11,984 Operating lease income, net12,807 11,717 39,487 35,486 
OtherOther15,654 18,244 Other23,409 13,284 59,438 46,182 
Total non-interest incomeTotal non-interest income186,506 113,242 Total non-interest income136,474 170,593 452,353 445,828 
Non-interest expenseNon-interest expenseNon-interest expense
Salaries and employee benefitsSalaries and employee benefits180,809 136,762 Salaries and employee benefits170,912 164,042 524,538 454,960 
Equipment20,912 14,834 
Software and equipmentSoftware and equipment22,029 17,251 63,807 47,931 
Operating lease equipment depreciationOperating lease equipment depreciation10,771 9,260 Operating lease equipment depreciation10,013 9,425 30,733 27,977 
Occupancy, netOccupancy, net19,996 17,547 Occupancy, net18,158 15,830 55,841 50,270 
Data processingData processing6,048 8,373 Data processing7,104 5,689 20,072 24,468 
Advertising and marketingAdvertising and marketing8,546 10,862 Advertising and marketing13,443 7,880 33,294 26,446 
Professional feesProfessional fees7,587 6,721 Professional fees7,052 6,488 21,943 20,896 
Amortization of other intangible assetsAmortization of other intangible assets2,007 2,863 Amortization of other intangible assets1,877 2,701 5,923 8,384 
FDIC insuranceFDIC insurance6,558 4,135 FDIC insurance6,750 6,772 19,713 17,988 
OREO expense, netOREO expense, net(251)(876)OREO expense, net(1,531)(168)(1,013)(807)
OtherOther23,906 24,160 Other26,337 28,309 74,294 79,715 
Total non-interest expenseTotal non-interest expense286,889 234,641 Total non-interest expense282,144 264,219 849,145 758,228 
Income before taxesIncome before taxes206,859 87,083 Income before taxes149,742 137,284 500,751 255,070 
Income tax expenseIncome tax expense53,711 24,271 Income tax expense40,605 29,969 133,357 63,284 
Net incomeNet income$153,148 $62,812 Net income$109,137 $107,315 $367,394 $191,786 
Preferred stock dividendsPreferred stock dividends6,991 2,050 Preferred stock dividends6,991 10,286 20,973 14,386 
Net income applicable to common sharesNet income applicable to common shares$146,157 $60,762 Net income applicable to common shares$102,146 $97,029 $346,421 $177,400 
Net income per common share—BasicNet income per common share—Basic$2.57 $1.05 Net income per common share—Basic$1.79 $1.68 $6.08 $3.08 
Net income per common share—DilutedNet income per common share—Diluted$2.54 $1.04 Net income per common share—Diluted$1.77 $1.67 $6.00 $3.06 
Cash dividends declared per common shareCash dividends declared per common share$0.31 $0.28 Cash dividends declared per common share$0.31 $0.28 $0.93 $0.84 
Weighted average common shares outstandingWeighted average common shares outstanding56,904 57,620 Weighted average common shares outstanding57,000 57,597 56,985 57,595 
Dilutive potential common sharesDilutive potential common shares681 575 Dilutive potential common shares753 449 728 469 
Average common shares and dilutive common sharesAverage common shares and dilutive common shares57,585 58,195 Average common shares and dilutive common shares57,753 58,046 57,713 58,064 
See accompanying notes to unaudited consolidated financial statements.
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Table of Contents
WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (UNAUDITED)
 
Three Months EndedThree Months EndedNine Months Ended
(In thousands)(In thousands)March 31,
2021
March 31,
2020
(In thousands)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Net incomeNet income$153,148 $62,812 Net income$109,137 $107,315 $367,394 $191,786 
Unrealized (losses) gains on available-for-sale securitiesUnrealized (losses) gains on available-for-sale securitiesUnrealized (losses) gains on available-for-sale securities
Before taxBefore tax(60,726)91,354 Before tax(14,141)(14,563)(68,555)81,859 
Tax effectTax effect16,207 (24,347)Tax effect3,767 3,881 18,290 (21,816)
Net of taxNet of tax(44,519)67,007 Net of tax(10,374)(10,682)(50,265)60,043 
Reclassification of net gains on available-for-sale securities included in net incomeReclassification 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 tax210 491 Before tax350 50 1,144 200 
Tax effectTax effect(56)(132)Tax effect(94)(14)(307)(54)
Net of taxNet of tax154 359 Net of tax256 36 837 146 
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 tax57 78 Before tax54 54 158 178 
Tax effectTax effect(15)(21)Tax effect(14)(14)(42)(47)
Net of taxNet of tax42 57 Net of tax40 40 116 131 
Net unrealized (losses) gains on available-for-sale securitiesNet unrealized (losses) gains on available-for-sale securities(44,715)66,591 Net unrealized (losses) gains on available-for-sale securities(10,670)(10,758)(51,218)59,766 
Unrealized gains (losses) on derivative instrumentsUnrealized gains (losses) on derivative instrumentsUnrealized gains (losses) on derivative instruments
Before taxBefore tax50,792 (38,693)Before tax9,004 10,393 51,008 (31,167)
Tax effectTax effect(13,535)10,322 Tax effect(2,400)(2,770)(13,594)8,325 
Net unrealized gains (losses) on derivative instrumentsNet unrealized gains (losses) on derivative instruments37,257 (28,371)Net unrealized gains (losses) on derivative instruments6,604 7,623 37,414 (22,842)
Foreign currency adjustmentForeign currency adjustmentForeign currency adjustment
Before taxBefore tax2,734 (14,333)Before tax(5,858)3,716 (248)(3,939)
Tax effectTax effect(554)3,188 Tax effect1,208 (825)87 852 
Net foreign currency adjustmentNet foreign currency adjustment2,180 (11,145)Net foreign currency adjustment(4,650)2,891 (161)(3,087)
Total other comprehensive (loss) incomeTotal other comprehensive (loss) income(5,278)27,075 Total other comprehensive (loss) income(8,716)(244)(13,965)33,837 
Comprehensive incomeComprehensive income$147,870 $89,887 Comprehensive income$100,421 $107,071 $353,429 $225,623 
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)Preferred
stock
Common
stock
SurplusTreasury
stock
Retained
earnings
Accumulated other
comprehensive (loss) income
Total shareholders’ equity
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)
(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
Balance at June 30, 2020Balance at June 30, 2020$412,500 $58,294 $1,643,864 $(44,891)$1,921,048 $(597)$3,990,218 
Net incomeNet income— — — — 62,812 — 62,812 Net income— — — — 107,315 — 107,315 
Other comprehensive income, net of tax— — — — — 27,075 27,075 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax— — — — — (244)(244)
Cash dividends declared on common stock, $0.28 per shareCash dividends declared on common stock, $0.28 per share— — — — (16,117)— (16,117)Cash dividends declared on common stock, $0.28 per share— — — — (16,128)— (16,128)
Dividends on preferred stock, $0.41 per share— — — — (2,050)— (2,050)
Common stock repurchases under authorized program— — — (37,116)— — (37,116)
Dividends on Series D preferred stock, $0.41 per share and Series E preferred stock, $716.15 per shareDividends on Series D preferred stock, $0.41 per share and Series E preferred stock, $716.15 per share— — — — (10,286)— (10,286)
Stock-based compensationStock-based compensation— — (2,819)— — — (2,819)Stock-based compensation— — 1,255 — — — 1,255 
Common stock issued for:Common stock issued for:Common stock issued for:
Exercise of stock options and warrantsExercise of stock options and warrants— 95 3,543 (92)— — 3,546 Exercise of stock options and warrants— 490 — — — 497 
Restricted stock awardsRestricted stock awards— 190 (190)(752)— — (752)Restricted stock awards— (2)— — — — 
Employee stock purchase planEmployee stock purchase plan— 10 699 — — — 709 Employee stock purchase plan— 20 827 — — — 847 
Director compensation planDirector compensation plan— 20 552 — — — 572 Director compensation plan— — 615 — — — 615 
Balance at March 31, 2020$125,000 $58,266 $1,652,063 $(44,891)$1,917,558 $(7,603)$3,700,393 
Balance at September 30, 2020Balance at September 30, 2020$412,500 $58,323 $1,647,049 $(44,891)$2,001,949 $(841)$4,074,089 
Balance at January 1, 2020Balance 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 taxCumulative effect adjustment from the adoption of ASU 2016-13, net of tax— — — — (26,717)— (26,717)
Net incomeNet income— — — — 191,786 — 191,786 
Other comprehensive income, net of taxOther comprehensive income, net of tax— — — — — 33,837 33,837 
Cash dividends declared on common stock, $0.84 per shareCash dividends declared on common stock, $0.84 per share— — — — (48,364)— (48,364)
Dividends on Series D preferred stock, $1.23 per share and Series E preferred stock, $716.15 per shareDividends on Series D preferred stock, $1.23 per share and Series E preferred stock, $716.15 per share— — — — (14,386)— (14,386)
Common stock repurchases under authorized programCommon stock repurchases under authorized program— — — (37,116)— — (37,116)
Stock-based compensationStock-based compensation— — (1,023)— — — (1,023)
Issuance of Series E preferred stockIssuance of Series E preferred stock287,500 — (9,857)— — — 277,643 
Common stock issued for:Common stock issued for:
Exercise of stock options and warrantsExercise of stock options and warrants— 105 3,923 (92)— — 3,936 
Restricted stock awardsRestricted stock awards— 195 (195)(752)— — (752)
Employee stock purchase planEmployee stock purchase plan— 52 2,180 — — — 2,232 
Director compensation planDirector compensation plan— 20 1,743 — — — 1,763 
Balance at September 30, 2020Balance at September 30, 2020$412,500 $58,323 $1,647,049 $(44,891)$2,001,949 $(841)$4,074,089 
Balance at January 1, 2021$412,500 $58,473 $1,649,990 $(100,363)$2,080,013 $15,382 $4,115,995 
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 
Net incomeNet income    153,148  153,148 Net income    109,137  109,137 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax     (5,278)(5,278)Other comprehensive loss, net of tax     (8,716)(8,716)
Cash dividends declared on common stock, $0.31 per shareCash dividends declared on common stock, $0.31 per share    (17,635) (17,635)Cash dividends declared on common stock, $0.31 per share    (17,668) (17,668)
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)
Common stock repurchases under authorized programCommon stock repurchases under authorized program   (9,540)  (9,540)
Stock-based compensationStock-based compensation  2,862    2,862 Stock-based compensation  3,243    3,243 
Common stock issued for:Common stock issued for:Common stock issued for:
Exercise of stock options and warrantsExercise of stock options and warrants 209 8,752    8,961 Exercise of stock options and warrants 8 310    318 
Restricted stock awardsRestricted stock awards 7 (7)    Restricted stock awards 3 (3)    
Employee stock purchase planEmployee stock purchase plan 14 801    815 Employee stock purchase plan 13 915    928 
Director compensation planDirector compensation plan 24 610    634 Director compensation plan  595    595 
Balance at March 31, 2021$412,500 $58,727 $1,663,008 $(100,363)$2,208,535 $10,104 $4,252,511 
Balance at September 30, 2021Balance at September 30, 2021$412,500 $58,794 $1,674,062 $(109,903)$2,373,447 $1,417 $4,410,317 
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 
Net incomeNet income    367,394  367,394 
Other comprehensive loss, net of taxOther comprehensive loss, net of tax     (13,965)(13,965)
Cash dividends declared on common stock, $0.93 per shareCash dividends declared on common stock, $0.93 per share    (52,987) (52,987)
Dividends on Series D preferred stock, $1.23 per share and Series E preferred stock, $1,289.07 per shareDividends on Series D preferred stock, $1.23 per share and Series E preferred stock, $1,289.07 per share    (20,973) (20,973)
Common stock repurchased under authorized programCommon stock repurchased under authorized program   (9,540)  (9,540)
Stock-based compensationStock-based compensation  9,437    9,437 
Common stock issued for:Common stock issued for:
Exercise of stock options and warrantsExercise of stock options and warrants 246 10,313    10,559 
Restricted stock awardsRestricted stock awards 13 (13)    
Employee stock purchase planEmployee stock purchase plan 38 2,510    2,548 
Director compensation planDirector compensation plan 24 1,825    1,849 
Balance at September 30, 2021Balance at September 30, 2021$412,500 $58,794 $1,674,062 $(109,903)$2,373,447 $1,417 $4,410,317 

See accompanying notes to unaudited consolidated financial statements.
4



WINTRUST FINANCIAL CORPORATION AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CASH FLOWS (UNAUDITED)
Three Months EndedNine Months Ended
(In thousands)(In thousands)March 31,
2021
March 31,
2020
(In thousands)September 30,
2021
September 30,
2020
Operating Activities:Operating Activities:Operating Activities:
Net incomeNet income$153,148 $62,812 Net income$367,394 $191,786 
Adjustments to reconcile net income to net cash provided by (used for) operating activitiesAdjustments to reconcile net income to net cash provided by (used for) operating activitiesAdjustments to reconcile net income to net cash provided by (used for) operating activities
Provision for credit lossesProvision for credit losses(45,347)52,961 Provision for credit losses(68,562)213,040 
Depreciation, amortization and accretion, netDepreciation, amortization and accretion, net25,561 23,376 Depreciation, amortization and accretion, net75,389 71,295 
Stock-based compensation expense (benefit)Stock-based compensation expense (benefit)2,862 (2,819)Stock-based compensation expense (benefit)9,437 (1,023)
Net amortization of premium on securities2,000 1,762 
Amortization of premium on securities, netAmortization of premium on securities, net5,188 8,079 
Accretion of discount and deferred fees on loans, netAccretion of discount and deferred fees on loans, net(21,335)(10,730)Accretion of discount and deferred fees on loans, net(68,413)(60,451)
Mortgage servicing rights fair value changes, netMortgage servicing rights fair value changes, net(7,877)21,580 Mortgage servicing rights fair value changes, net15,685 49,097 
Non-designated derivatives fair value changes, netNon-designated derivatives fair value changes, net(723)(4,707)Non-designated derivatives fair value changes, net(378)(600)
Originations and purchases of mortgage loans held-for-saleOriginations and purchases of mortgage loans held-for-sale(2,221,967)(1,216,101)Originations and purchases of mortgage loans held-for-sale(5,504,906)(5,653,486)
Early buy-out exercises of mortgage loans held-for-sale guaranteed by U.S. Government Agencies, net of subsequent paydown or payoff(24,362)
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 payoffs(9,747)(71,625)
Proceeds from sales of mortgage loans held-for-saleProceeds from sales of mortgage loans held-for-sale2,336,246 961,842 Proceeds from sales of mortgage loans held-for-sale6,014,689 5,280,587 
Bank owned life insurance ("BOLI") incomeBank owned life insurance ("BOLI") income(1,124)1,284 Bank owned life insurance ("BOLI") income(4,620)(1,884)
Increase in trading securities, netIncrease in trading securities, net(280)(1,189)Increase in trading securities, net(432)(652)
Net (increase) decrease in brokerage customer receivables(1,620)280 
Increase in brokerage customer receivables, netIncrease in brokerage customer receivables, net(8,942)(245)
Gains on mortgage loans soldGains on mortgage loans sold(85,200)(51,134)Gains on mortgage loans sold(178,927)(260,622)
(Gains) losses on investment securities, net(Gains) losses on investment securities, net(1,154)4,359 (Gains) losses on investment securities, net(8)3,140 
Losses (gains) on sales of premises and equipment, net29 (4)
Net gains on sales and fair value adjustments of other real estate owned(604)(1,001)
(Gains) losses on sales of premises and equipment, net, and sale of related deposit liabilities(Gains) losses on sales of premises and equipment, net, and sale of related deposit liabilities(3,649)192 
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(2,134)(933)
Decrease (increase) in accrued interest receivable and other assets, netDecrease (increase) in accrued interest receivable and other assets, net109,554 (214,552)Decrease (increase) in accrued interest receivable and other assets, net121,657 (154,912)
Decrease in accrued interest payable and other liabilities, netDecrease in accrued interest payable and other liabilities, net(1,026)(7,829)Decrease in accrued interest payable and other liabilities, net(27,720)(33,935)
Net Cash Provided by (Used for) Operating ActivitiesNet Cash Provided by (Used for) Operating Activities216,781 (379,810)Net Cash Provided by (Used for) Operating Activities731,001 (423,152)
Investing Activities:Investing Activities:Investing Activities:
Proceeds from maturities and calls of available-for-sale securitiesProceeds from maturities and calls of available-for-sale securities595,248 162,824 Proceeds from maturities and calls of available-for-sale securities1,101,149 1,005,968 
Proceeds from maturities and calls of held-to-maturity securitiesProceeds from maturities and calls of held-to-maturity securities106,535 393,148 Proceeds from maturities and calls of held-to-maturity securities177,668 698,305 
Proceeds from sales of available-for-sale securitiesProceeds from sales of available-for-sale securities0 Proceeds from sales of available-for-sale securities192,227 502,676 
Proceeds from sales of equity securities with readily determinable fair valueProceeds from sales of equity securities with readily determinable fair value1,509 30 Proceeds from sales of equity securities with readily determinable fair value9,759 6,530 
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 value386 288 Proceeds from sales and capital distributions of equity securities without readily determinable fair value2,467 1,691 
Purchases of available-for-sale securitiesPurchases of available-for-sale securities(31,524)(1,039,817)Purchases of available-for-sale securities(682,172)(1,273,798)
Purchases of held-to-maturity securitiesPurchases of held-to-maturity securities(1,894,837)(124,575)Purchases of held-to-maturity securities(2,537,242)(125,220)
Purchases of equity securities with readily determinable fair valuePurchases of equity securities with readily determinable fair value0 (46)Purchases of equity securities with readily determinable fair value(6,000)(11,367)
Purchases of equity securities without readily determinable fair valuePurchases of equity securities without readily determinable fair value(2,360)(893)Purchases of equity securities without readily determinable fair value(7,295)(3,666)
Purchases of Federal Home Loan Bank and Federal Reserve Bank stock, netPurchases of Federal Home Loan Bank and Federal Reserve Bank stock, net(293)(33,807)Purchases of Federal Home Loan Bank and Federal Reserve Bank stock, net180 (34,829)
Distributions from (contributions to) investments in partnerships, net60 (355)
Contributions to investments in partnerships, netContributions to investments in partnerships, net(2,757)(606)
Proceeds from sales of other real estate ownedProceeds from sales of other real estate owned2,162 4,793 Proceeds from sales of other real estate owned7,263 6,937 
Net decrease in interest-bearing deposits with banks1,454,501 216,944 
Net increase in loans(1,082,709)(1,006,031)
Increase in interest-bearing deposits with banks, netIncrease in interest-bearing deposits with banks, net(428,917)(1,662,172)
Increase in loans, netIncrease in loans, net(1,169,636)(5,174,163)
Purchases of premises and equipment, netPurchases of premises and equipment, net(4,388)(21,385)Purchases of premises and equipment, net(23,434)(54,392)
Net Cash Used for Investing ActivitiesNet Cash Used for Investing Activities(855,710)(1,448,882)Net Cash Used for Investing Activities(3,366,740)(6,118,106)
Financing Activities:Financing Activities:Financing Activities:
Increase in deposit accounts, netIncrease in deposit accounts, net780,009 1,354,778 Increase in deposit accounts, net2,863,778 5,737,721 
(Decrease) increase in other borrowings, net(Decrease) increase in other borrowings, net(6,378)88,073 (Decrease) increase in other borrowings, net(15,716)91,823 
Increase in Federal Home Loan Bank advances, netIncrease in Federal Home Loan Bank advances, net0 500,000 Increase in Federal Home Loan Bank advances, net12,629 553,500 
Proceeds from the issuance of preferred stock, netProceeds from the issuance of preferred stock, net 277,643 
Cash payments to settle contingent consideration liabilities recognized in business combinationsCash payments to settle contingent consideration liabilities recognized in business combinations(16,583)Cash payments to settle contingent consideration liabilities recognized in business combinations(16,583)(4,523)
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 warrants10,410 4,919 Issuance of common shares resulting from the exercise of stock options, employee stock purchase plan and conversion of common stock warrants14,956 8,023 
Common stock repurchases under authorized programCommon stock repurchases under authorized program0 (37,041)Common stock repurchases under authorized program(9,540)(37,116)
Common stock repurchases for tax withholdings related to stock-based compensationCommon stock repurchases for tax withholdings related to stock-based compensation0 (919)Common stock repurchases for tax withholdings related to stock-based compensation (844)
Dividends paidDividends paid(24,626)(18,167)Dividends paid(73,960)(62,750)
Net Cash Provided by Financing ActivitiesNet Cash Provided by Financing Activities742,832 1,891,643 Net Cash Provided by Financing Activities2,775,564 6,563,477 
Net Increase in Cash and Cash EquivalentsNet Increase in Cash and Cash Equivalents103,903 62,951 Net Increase in Cash and Cash Equivalents139,825 22,219 
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 Period322,474 286,476 
Cash and Cash Equivalents at End of PeriodCash and Cash Equivalents at End of Period$426,377 $349,427 Cash and Cash Equivalents at End of Period$462,299 $308,695 
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, 2020 (“2020 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 - “Summary of Significant Accounting Policies” of the 2020 Form 10-K.

(2) Recent Accounting Developments

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

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 LIBORLondon Interbank Offered Rate (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.

In August 2021, the FASB issued ASU No. 2021-06, "Presentation of Financial Statements (Topic 206), Financial Services - Depository and Lending (Topic 942), and Financial Services - Investment Companies (Topic 946)" which amends certain SEC paragraphs in the codification in response to SEC final rule over Financial Disclosures about Acquired and Disposed Businesses by amending ASC Topic 946 by providing additional guidance on financial statement requirements related to Regulation S-X Rule 6-11, Financial Statements of Funds Acquired or to be Acquired. This guidance was effective upon issuance on August 9, 2021. Adoption of this standard did not 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 does 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.
In August 2021, the FASB issued ASU No. 2021-06, "Presentation of Financial Statements (Topic 206), Financial Services - Depository and Lending (Topic 942), and Financial Services - Investment Companies (Topic 946)" which amends certain SEC paragraphs in the codification in response to the SEC final rule on the Update of Statistical Disclosures for Banks and Savings and Loan Registrants by removing the disclosure requirements for various categories of loans contained in ASC
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Topic 942. This guidance was effective upon issuance on August 9, 2021. Adoption of this standard did not 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 does not expect this guidance to have a material impact on the Company’s consolidated financial statements.
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. This guidance is effective for fiscal years beginning after December 15, 2021, including interim periods therein, with early adoption permitted. As the Company has adopted ASC Topic 842, this guidance is to be applied retrospectively to leases that commenced or were modified after adoption or prospectively to leases that will commence or be modified after the application of these amendments. The Company does not expect this guidance to have a material impact on the Company's consolidated financial statements.

(3) 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.

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(4) Investment Securities

The following tables are a summary of the investment securities portfolios as of the dates shown:
March 31, 2021September 30, 2021
(Dollars in thousands)(Dollars in thousands)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(Dollars 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$64,999 $2 $0 $65,001 U.S. Treasury$6,000 $ $ $6,000 
U.S. Government agenciesU.S. Government agencies77,908 3,618 0 81,526 U.S. Government agencies50,163 3,112  53,275 
MunicipalMunicipal143,711 4,761 (172)148,300 Municipal170,612 4,202 (214)174,600 
Corporate notes:Corporate notes:Corporate notes:
Financial issuersFinancial issuers91,806 461 (935)91,332 Financial issuers98,848 500 (1,241)98,107 
OtherOther1,000 17 0 1,017 Other1,000 11  1,011 
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed securitiesMortgage-backed securities2,007,092 52,855 (26,038)2,033,909 Mortgage-backed securities1,913,139 44,931 (25,434)1,932,636 
Collateralized mortgage obligationsCollateralized mortgage obligations9,411 253 0 9,664 Collateralized mortgage obligations107,657 192  107,849 
Total available-for-sale securitiesTotal available-for-sale securities$2,395,927 $61,967 $(27,145)$2,430,749 Total available-for-sale securities$2,347,419 $52,948 $(26,889)$2,373,478 
Held-to-maturity securitiesHeld-to-maturity securitiesHeld-to-maturity securities
U.S. Government agenciesU.S. Government agencies$176,160 $1,644 $(7,230)$170,574 U.S. Government agencies$176,143 $482 $(2,878)$173,747 
MunicipalMunicipal197,865 10,713 (535)208,043 Municipal190,662 10,321 (334)200,649 
Mortgage-backed securitiesMortgage-backed securities1,737,115 265 (49,114)1,688,266 Mortgage-backed securities2,318,309 1,924 (46,102)2,274,131 
Corporate notesCorporate notes55,378 0 (1,196)54,182 Corporate notes51,691  (738)50,953 
Total held-to-maturity securitiesTotal held-to-maturity securities$2,166,518 $12,622 $(58,075)$2,121,065 Total held-to-maturity securities$2,736,805 $12,727 $(50,052)$2,699,480 
Less: Allowance for credit lossesLess: Allowance for credit losses(99)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$2,166,419 Held-to-maturity securities, net of allowance for credit losses$2,736,722 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value$86,121 $5,362 $(1,145)$90,338 Equity securities with readily determinable fair value$83,909 $5,678 $(1,394)$88,193 
(1)Consisting entirely of residential mortgage-backed securities, none of which are subprime.

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December 31, 2020December 31, 2020
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(Dollars in thousands)(Dollars in thousands)(Dollars in thousands)
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. TreasuryU.S. Treasury$304,956 $15 $$304,971 U.S. Treasury$304,956 $15 $— $304,971 
U.S. Government agenciesU.S. Government agencies80,074 4,439 84,513 U.S. Government agencies80,074 4,439 — 84,513 
MunicipalMunicipal141,244 5,707 (41)146,910 Municipal141,244 5,707 (41)146,910 
Corporate notes:Corporate notes:Corporate notes:
Financial issuersFinancial issuers91,786 1,363 (2,764)90,385 Financial issuers91,786 1,363 (2,764)90,385 
OtherOther1,000 20 1,020 Other1,000 20 — 1,020 
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed securitiesMortgage-backed securities2,330,332 86,721 (15)2,417,038 Mortgage-backed securities2,330,332 86,721 (15)2,417,038 
Collateralized mortgage obligationsCollateralized mortgage obligations10,689 313 11,002 Collateralized mortgage obligations10,689 313 — 11,002 
Total available-for-sale securitiesTotal available-for-sale securities$2,960,081 $98,578 $(2,820)$3,055,839 Total available-for-sale securities$2,960,081 $98,578 $(2,820)$3,055,839 
Held-to-maturity securitiesHeld-to-maturity securitiesHeld-to-maturity securities
U.S. Government agenciesU.S. Government agencies$177,959 $2,552 $$180,511 U.S. Government agencies$177,959 $2,552 $— $180,511 
MunicipalMunicipal200,707 12,232 (214)212,725 Municipal200,707 12,232 (214)212,725 
Mortgage-backed securitiesMortgage-backed securities200,531 200,531 Mortgage-backed securities200,531 — — 200,531 
Total held-to-maturity securitiesTotal held-to-maturity securities$579,197 $14,784 $(214)$593,767 Total held-to-maturity securities$579,197 $14,784 $(214)$593,767 
Less: Allowance for credit lossesLess: Allowance for credit losses(59)Less: Allowance for credit losses(59)
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$579,138 
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$87,618 $3,674 $(430)$90,862 
(1)Consisting entirely of residential mortgage-backed securities, none of which are subprime.

March 31, 2020September 30, 2020
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(Dollars in thousands)(Dollars in thousands)(Dollars in thousands)
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. TreasuryU.S. Treasury$120,404 $1,266 $$121,670 U.S. Treasury$279,903 $206 $(1)$280,108 
U.S. Government agenciesU.S. Government agencies362,969 5,674 368,643 U.S. Government agencies172,951 5,715 — 178,666 
MunicipalMunicipal143,273 3,571 (235)146,609 Municipal150,333 3,996 (134)154,195 
Corporate notes:Corporate notes:Corporate notes:
Financial issuersFinancial issuers111,718 90 (11,821)99,987 Financial issuers106,764 455 (4,110)103,109 
OtherOther1,000 31 1,031 Other1,000 26 — 1,026 
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed: (1)
Mortgage-backed securitiesMortgage-backed securities2,697,264 111,275 (4)2,808,535 Mortgage-backed securities2,121,423 94,543 (11)2,215,955 
Collateralized mortgage obligationsCollateralized mortgage obligations24,077 416 (9)24,484 Collateralized mortgage obligations13,036 365 (1)13,400 
Total available-for-sale securitiesTotal available-for-sale securities$3,460,705 $122,323 $(12,069)$3,570,959 Total available-for-sale securities$2,845,410 $105,306 $(4,257)$2,946,459 
Held-to-maturity securitiesHeld-to-maturity securitiesHeld-to-maturity securities
U.S. Government agenciesU.S. Government agencies$646,976 $5,996 $(4)$652,968 U.S. Government agencies$349,415 $4,396 $— $353,811 
MunicipalMunicipal$218,470 7,909 (155)226,224 Municipal$210,915 11,339 (118)222,136 
Total held-to-maturity securitiesTotal held-to-maturity securities$865,446 $13,905 $(159)$879,192 Total held-to-maturity securities$560,330 $15,735 $(118)$575,947 
Less: Allowance for credit lossesLess: Allowance for credit losses(70)Less: Allowance for credit losses(63)
Held-to-maturity securities, net of allowance for credit lossesHeld-to-maturity securities, net of allowance for credit losses$865,376 Held-to-maturity securities, net of allowance for credit losses$560,267 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value$48,060 $781 $(1,531)$47,310 Equity securities with readily determinable fair value$53,250 $1,537 $(389)$54,398 
(1)Consisting entirely of residential mortgage-backed securities, NaNnone of which are subprime.

Equity securities without readily determinable fair values totaled $33.3$35.2 million as of March 31,September 30, 2021. 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 nine months ended March 31,September 30, 2021. 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. DuringThe Company recorded $2.1 million of impairment of equity securities without readily determinable fair values for the three months ended March 31,September 30, 2021. For the nine months ended September 30, 2021, the Company recorded $30,000$2.2 million of impairment of equity securities without readily determinable fair values.

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 March 31,September 30, 2021:
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)(Dollars in thousands)Fair ValueUnrealized LossesFair ValueUnrealized LossesFair ValueUnrealized Losses(Dollars in thousands)Fair ValueUnrealized LossesFair ValueUnrealized LossesFair ValueUnrealized Losses
Available-for-sale securitiesAvailable-for-sale securitiesAvailable-for-sale securities
U.S. TreasuryU.S. Treasury$0 $0 $0 $0 $0 $0 U.S. Treasury$ $ $ $ $ $ 
U.S. Government agenciesU.S. Government agencies0 0 0 0 0 0 U.S. Government agencies      
MunicipalMunicipal24,326 (168)110 (4)24,436 (172)Municipal54,995 (210)111 (4)55,106 (214)
Corporate notes:Corporate notes:Corporate notes:
Financial issuersFinancial issuers14,850 (150)48,196 (785)63,046 (935)Financial issuers24,778 (223)45,975 (1,018)70,753 (1,241)
OtherOther0 0 0 0 0 0 Other      
Mortgage-backed:Mortgage-backed:Mortgage-backed:
Mortgage-backed securitiesMortgage-backed securities571,821 (26,037)61 (1)571,882 (26,038)Mortgage-backed securities850,161 (25,434)  850,161 (25,434)
Collateralized mortgage obligationsCollateralized mortgage obligations0 0 0 0 0 0 Collateralized mortgage obligations      
Total available-for-sale securitiesTotal available-for-sale securities$610,997 $(26,355)$48,367 $(790)$659,364 $(27,145)Total available-for-sale securities$929,934 $(25,867)$46,086 $(1,022)$976,020 $(26,889)

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 March 31,September 30, 2021 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.

See Note 6—Allowance for Credit Losses for further discussion regarding any credit losses associated with held-to-maturity securities at March 31,September 30, 2021.

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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 March 31,Three months ended September 30,Nine months ended September 30,
(Dollars in thousands)(Dollars in thousands)20212020(Dollars in thousands)2021202020212020
Realized gains on investment securitiesRealized gains on investment securities$216 $496 Realized gains on investment securities$355 $78 $1,184 $725 
Realized losses on investment securitiesRealized losses on investment securities(6)(5)Realized losses on investment securities(5)(28)(40)(525)
Net realized gains on investment securitiesNet realized gains on investment securities210 491 Net realized gains on investment securities350 50 1,144 200 
Unrealized gains on equity securities with readily determinable fair valueUnrealized gains on equity securities with readily determinable fair value1,875 Unrealized gains on equity securities with readily determinable fair value1 471 2,627 2,118 
Unrealized losses on equity securities with readily determinable fair valueUnrealized losses on equity securities with readily determinable fair value(901)(3,546)Unrealized losses on equity securities with readily determinable fair value(634)(110)(1,585)(3,766)
Net unrealized gains (losses) on equity securities with readily determinable fair value974 (3,546)
Net unrealized (losses) gains on equity securities with readily determinable fair valueNet unrealized (losses) gains on equity securities with readily determinable fair value(633)361 1,042 (1,648)
Upward adjustments of equity securities without readily determinable fair valuesUpward adjustments of equity securities without readily determinable fair values0 393 Upward adjustments of equity securities without readily determinable fair values —  393 
Downward adjustments of equity securities without readily determinable fair valuesDownward adjustments of equity securities without readily determinable fair values0 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 values(30)(1,697)Impairment of equity securities without readily determinable fair values(2,148)— (2,178)(2,085)
Adjustment and impairment, net, of equity securities without readily determinable fair valuesAdjustment and impairment, net, of equity securities without readily determinable fair values(30)(1,304)Adjustment and impairment, net, of equity securities without readily determinable fair values(2,148)— (2,178)(1,692)
Gains (losses) on investment securities, net$1,154 $(4,359)
(Losses) gains on investment securities, net(Losses) gains on investment securities, net$(2,431)$411 $8 $(3,140)
Proceeds from sales of available-for-sale securities(1)
Proceeds from sales of available-for-sale securities(1)
$0 $
Proceeds from sales of available-for-sale securities(1)
$189,851 $— $192,227 $502,676 
Proceeds from sales of equity securities with readily determinable fair valueProceeds from sales of equity securities with readily determinable fair value1,509 30 Proceeds from sales of equity securities with readily determinable fair value3,500 2,500 9,759 6,530 
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 value386 288 Proceeds from sales and capital distributions of equity securities without readily determinable fair value1,330 1,247 2,467 1,691 
(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 March 31,September 30, 2021, December 31, 2020 and March 31,September 30, 2020, 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:
March 31, 2021December 31, 2020March 31, 2020September 30, 2021December 31, 2020September 30, 2020
(Dollars in thousands)(Dollars in thousands)Amortized CostFair ValueAmortized CostFair ValueAmortized CostFair Value(Dollars 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$100,140 $100,361 $343,601 $343,846 $186,538 $187,789 Due in one year or less$45,459 $45,549 $343,601 $343,846 $338,702 $338,954 
Due in one to five yearsDue in one to five years76,104 78,291 67,901 70,334 70,812 71,825 Due in one to five years92,457 94,134 67,901 70,334 76,843 78,843 
Due in five to ten yearsDue in five to ten years110,125 110,928 111,886 112,178 174,262 164,479 Due in five to ten years121,099 121,650 111,886 112,178 108,688 105,968 
Due after ten yearsDue after ten years93,055 97,596 95,672 101,441 307,752 313,847 Due after ten years67,608 71,660 95,672 101,441 186,718 193,339 
Mortgage-backedMortgage-backed2,016,503 2,043,573 2,341,021 2,428,040 2,721,341 2,833,019 Mortgage-backed2,020,796 2,040,485 2,341,021 2,428,040 2,134,459 2,229,355 
Total available-for-sale securitiesTotal available-for-sale securities$2,395,927 $2,430,749 $2,960,081 $3,055,839 $3,460,705 $3,570,959 Total available-for-sale securities$2,347,419 $2,373,478 $2,960,081 $3,055,839 $2,845,410 $2,946,459 
Held-to-maturity securitiesHeld-to-maturity securitiesHeld-to-maturity securities
Due in one year or lessDue in one year or less$6,812 $6,863 $7,138 $7,186 $5,310 $5,333 Due in one year or less$5,466 $5,493 $7,138 $7,186 $6,911 $6,942 
Due in one to five yearsDue in one to five years50,318 50,734 22,217 23,068 23,801 24,158 Due in one to five years75,724 76,173 22,217 23,068 21,392 21,999 
Due in five to ten yearsDue in five to ten years184,677 191,539 150,621 159,293 143,783 148,746 Due in five to ten years150,908 157,282 150,621 159,293 144,468 151,175 
Due after ten yearsDue after ten years187,596 183,663 198,690 203,689 692,552 700,955 Due after ten years186,398 186,401 198,690 203,689 387,559 395,831 
Mortgage-backedMortgage-backed1,737,115 1,688,266 200,531 200,531 — Mortgage-backed2,318,309 2,274,131 200,531 200,531 — — 
Total held-to-maturity securitiesTotal held-to-maturity securities$2,166,518 $2,121,065 $579,197 $593,767 $865,446 $879,192 Total held-to-maturity securities$2,736,805 $2,699,480 $579,197 $593,767 $560,330 $575,947 
Less: Allowance for credit lossesLess: Allowance for credit losses(99)(59)(70)Less: Allowance for credit losses(83)(59)(63)
Held-to-maturity securities, net of allowance for credit lossesHeld-to-maturity securities, net of allowance for credit losses$2,166,419 $579,138 $865,376 Held-to-maturity securities, net of allowance for credit losses$2,736,722 $579,138 $560,267 

Securities having a carrying value of $2.1$2.5 billion at March 31,September 30, 2021 as well as securities having a carrying value of $2.4 billion and $1.5$3.0 billion at December 31, 2020 and March 31,September 30, 2020, respectively, were pledged as collateral for public deposits, trust deposits, Federal Home Loan Bank ("FHLB"(“FHLB”) advances and available lines of credit, securities sold under repurchase
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agreements and derivatives. At March 31,September 30, 2021, there were 0no securities of a single issuer, other than U.S. Government-sponsored agency securities, which exceeded 10% of shareholders’ equity.

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(5) Loans

The following table shows the Company’s loan portfolio by category as of the dates shown:
March 31,December 31,March 31,September 30,December 31,September 30,
(Dollars in thousands)(Dollars in thousands)202120202020(Dollars in thousands)202120202020
Balance:Balance:Balance:
CommercialCommercial$12,708,207 $11,955,967 $9,025,886 Commercial$11,187,972 $11,955,967 $12,276,999 
Commercial real estateCommercial real estate8,544,779 8,494,132 8,185,531 Commercial real estate8,885,714 8,494,132 8,423,142 
Home equityHome equity390,253 425,263 494,655 Home equity347,662 425,263 446,274 
Residential real estateResidential real estate1,421,973 1,259,598 1,377,389 Residential real estate1,547,736 1,259,598 1,384,810 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insuranceCommercial insurance3,958,543 4,054,489 3,465,055 Commercial insurance4,616,977 4,054,489 4,060,144 
Life insuranceLife insurance6,111,495 5,857,436 5,221,639 Life insurance6,655,453 5,857,436 5,488,832 
Consumer and otherConsumer and other35,983 32,188 37,166 Consumer and other22,529 32,188 55,354 
Total loans, net of unearned income Total loans, net of unearned income$33,171,233 $32,079,073 $27,807,321  Total loans, net of unearned income$33,264,043 $32,079,073 $32,135,555 
Mix:Mix:Mix:
CommercialCommercial38 %37 %32 %Commercial33 %37 %39 %
Commercial real estateCommercial real estate26 26 29 Commercial real estate27 26 26 
Home equityHome equity1 Home equity1 
Residential real estateResidential real estate4 Residential real estate5 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insuranceCommercial insurance12 13 13 Commercial insurance14 13 13 
Life insuranceLife insurance19 18 19 Life insurance20 18 17 
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"), an expansion of guaranteed lending under Section 7(a) of the Small Business Act within the CARES Act. As of March 31,September 30, 2021, the Company's commercial portfolio included approximately $3.3$1.1 billion 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 $114.4$124.0 million at March 31,September 30, 2021, $113.1 million at December 31, 2020 and $115.2$108.5 million at March 31,September 30, 2020.

Total loans, excluding PCD loans, include net deferred loan fees and costs and fair value purchase accounting adjustments totaling $(32.2)$13.1 million at March 31,September 30, 2021, $(3.2) million at December 31, 2020 and $11.1$(42.3) million at March 31,September 30, 2020. Net deferred fees as of March 31,September 30, 2021 includes $64.6$24.8 million of net deferred fees paid by the Small Business Administration ("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 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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(6) 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 assetassets 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.

The Company also originatesoriginated loans through the PPP. Administered by the SBA, the PPP providesprovided short-term relief primarily related to the disruption from COVID-19 to companies and non-profits that meetmet 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 are used for qualifying expenses. If all or a portion of the loan is not forgiven, the borrower is responsible for repayment. PPP loans are fully guaranteed by the SBA, including any portion not forgiven. The SBA guarantee existsexisted 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. 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 assessedassesses 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: The Company's residential real estate portfolio includes one- to four-family fixed and adjustable rate mortgages with repricing terms generally from one to threeover five years, construction loans to individuals and bridge financing loans for qualifying customers. 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 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 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. 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.

Premium finance receivables: The Company makes loans to businesses to finance the insurance premiums they pay on their commercial 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 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.

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 include bond issues 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, 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 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 Condition and totaled $128.8$119.2 million at March 31,September 30, 2021, $121.9 million at December 31, 2020, and $116.4$116.9 million at March 31,September 30, 2020.

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

As of March 31, 202190+ days and still accruing60-89 days past due30-59 days past due
As of September 30, 2021As of September 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$22,459 $0 $13,292 $35,535 $9,343,939 $9,415,225 Commercial, industrial and other, excluding PPP loans$26,468 $ $9,768 $24,086 $10,045,662 $10,105,984 
Commercial PPP loansCommercial PPP loans0 0 0 6 3,292,976 3,292,982 Commercial PPP loans   1,138 1,080,850 1,081,988 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development2,673 0 499 23,967 1,326,185 1,353,324 Construction and development1,030   12,631 1,330,054 1,343,715 
Non-constructionNon-construction31,707 0 7,657 46,201 7,105,890 7,191,455 Non-construction22,676  5,395 67,187 7,446,741 7,541,999 
Home equityHome equity5,536 0 492 780 383,445 390,253 Home equity3,449 164 340 867 342,842 347,662 
Residential real estateResidential real estate21,553 0 944 13,768 1,385,708 1,421,973 Residential real estate22,633  1,540 1,076 1,522,487 1,547,736 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loansCommercial insurance loans9,690 4,592 5,113 16,552 3,922,596 3,958,543 Commercial insurance loans7,300 5,811 10,642 14,614 4,578,610 4,616,977 
Life insurance loansLife insurance loans0 191 0 14,821 6,096,483 6,111,495 Life insurance loans  5,162 7,040 6,643,251 6,655,453 
Consumer and otherConsumer and other497 161 8 74 35,243 35,983 Consumer and other384 126 16 125 21,878 22,529 
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$83,940 $6,101 $32,863 $128,764 $33,012,375 $33,264,043 
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As of December 31, 2020As of December 31, 202090+ days and still accruing60-89 days past due30-59 days past dueAs of December 31, 202090+ days and still accruing60-89 days past due30-59 days past due
(In thousands)(In thousands)NonaccrualCurrentTotal 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$21,743 $307 $6,900 $44,345 $9,166,751 $9,240,046 
Commercial PPP loansCommercial PPP loans36 2,715,885 2,715,921 Commercial PPP loans— — — 36 2,715,885 2,715,921 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development5,633 5,344 1,360,825 1,371,802 Construction and development5,633 — — 5,344 1,360,825 1,371,802 
Non-constructionNon-construction40,474 5,178 26,772 7,049,906 7,122,330 Non-construction40,474 — 5,178 26,772 7,049,906 7,122,330 
Home equityHome equity6,529 47 637 418,050 425,263 Home equity6,529 — 47 637 418,050 425,263 
Residential real estateResidential real estate26,071 1,635 12,584 1,219,308 1,259,598 Residential real estate26,071 — 1,635 12,584 1,219,308 1,259,598 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loansCommercial insurance loans13,264 12,792 6,798 18,809 4,002,826 4,054,489 Commercial insurance loans13,264 12,792 6,798 18,809 4,002,826 4,054,489 
Life insurance loansLife insurance loans21,003 30,465 5,805,968 5,857,436 Life insurance loans— — 21,003 30,465 5,805,968 5,857,436 
Consumer and otherConsumer and other436 264 24 136 31,328 32,188 Consumer and other436 264 24 136 31,328 32,188 
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$114,150 $13,363 $41,585 $139,128 $31,770,847 $32,079,073 

As of March 31, 202090+ days and still accruing60-89 days past due30-59 days past due
As of September 30, 2020As of September 30, 202090+ 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$49,916 $1,241 $8,873 $86,129 $8,879,727 $9,025,886 Commercial, industrial and other, excluding PPP loans$42,036 $— $2,168 $48,271 $8,805,511 $8,897,986 
Commercial PPP loansCommercial PPP loansCommercial PPP loans— — — — 3,379,013 3,379,013 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development7,422 147 1,859 16,938 1,274,987 1,301,353 Construction and development10,980 — — 12,150 1,310,019 1,333,149 
Non-constructionNon-construction55,408 369 8,353 58,130 6,761,918 6,884,178 Non-construction57,835 — 8,299 41,312 6,982,547 7,089,993 
Home equityHome equity7,243 214 2,096 485,102 494,655 Home equity6,329 — 70 1,148 438,727 446,274 
Residential real estateResidential real estate18,965 605 345 28,983 1,328,491 1,377,389 Residential real estate22,069 — 814 2,443 1,359,484 1,384,810 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loansCommercial insurance loans21,058 16,505 10,327 32,811 3,384,354 3,465,055 Commercial insurance loans21,080 12,177 7,495 18,839 4,000,553 4,060,144 
Life insurance loansLife insurance loans2,403 37,374 5,181,862 5,221,639 Life insurance loans— — 30,791 61,893 5,396,148 5,488,832 
Consumer and otherConsumer and other403 78 625 207 35,853 37,166 Consumer and other422 175 273 493 53,991 55,354 
Total loans, net of unearned incomeTotal loans, net of unearned income$160,415 $18,945 $32,999 $262,668 $27,332,294 $27,807,321 Total loans, net of unearned income$160,751 $12,352 $49,910 $186,549 $31,725,993 $32,135,555 

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 our 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. 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, 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.

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 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 loans with credit risk ratings of 6 through 9. This system is designed to provide an on-going 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, 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-accrual 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.

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The table below shows the Company’s loan portfolio by credit quality indicator and year of origination at March 31,September 30, 2021:
As of March 31, 2021Year of OriginationRevolvingTotal
As of September 30, 2021As of September 30, 2021Year of OriginationRevolvingTotal
(In thousands)(In thousands)20212020201920182017PriorRevolvingto TermLoans(In thousands)20212020201920182017PriorRevolvingto TermLoans
Loan Balances:Loan Balances:Loan Balances:
Commercial, industrial and otherCommercial, industrial and otherCommercial, industrial and other
PassPass$574,195 $1,951,426 $1,158,699 $840,181 $611,479 $742,116 $2,908,239 $4,925 $8,791,260 Pass$1,876,457 $1,567,410 $1,005,156 $711,177 $481,140 $620,202 $3,301,541 $10,236 $9,573,319 
Special mentionSpecial mention965 27,786 83,315 38,930 33,116 24,760 86,729 36 295,637 Special mention18,468 52,692 67,528 42,470 31,785 22,358 106,454 5,841 347,596 
Substandard accrualSubstandard accrual22,738 19,675 65,902 71,312 25,052 61,313 39,766 111 305,869 Substandard accrual17,805 5,246 21,901 33,886 8,712 41,590 28,641 820 158,601 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful1,887 1,770 2,117 2,078 14,074 533 22,459 Substandard nonaccrual/doubtful5,227 3,803 5,008 4,206 2,189 5,503 532 — 26,468 
Total commercial, industrial and otherTotal commercial, industrial and other$597,898 $2,000,774 $1,309,686 $952,540 $671,725 $842,263 $3,035,267 $5,072 $9,415,225 Total commercial, industrial and other$1,917,957 $1,629,151 $1,099,593 $791,739 $523,826 $689,653 $3,437,168 $16,897 $10,105,984 
Commercial PPPCommercial PPPCommercial PPP
PassPass$1,242,766 $2,049,342 $$$$$$$3,292,108 Pass$909,139 $171,213 $— $— $— $— $— $— $1,080,352 
Special mentionSpecial mention874 874 Special mention— 1,356 — — — — — — 1,356 
Substandard accrualSubstandard accrualSubstandard accrual— 280 — — — — — — 280 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful— — — — — — — — — 
Total commercial PPPTotal commercial PPP$1,243,640 $2,049,342 $$$$$$$3,292,982 Total commercial PPP$909,139 $172,849 $— $— $— $— $— $— $1,081,988 
Construction and developmentConstruction and developmentConstruction and development
PassPass$40,266 $346,452 $433,184 $196,502 $89,377 $109,596 $29,747 $$1,245,124 Pass$214,644 $403,619 $326,654 $131,600 $79,752 $88,452 $24,382 $2,688 $1,271,791 
Special mentionSpecial mention282 11,935 16,864 21,075 24,465 4,068 78,689 Special mention282 8,475 12,144 17,685 23,435 3,234 — — 65,255 
Substandard accrualSubstandard accrual1,207 21,872 2,929 678 152 26,838 Substandard accrual— — 316 2,558 2,132 478 155 — 5,639 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful1,571 1,102 2,673 Substandard nonaccrual/doubtful— — — — — 1,030 — — 1,030 
Total construction and developmentTotal construction and development$40,548 $358,387 $451,255 $241,020 $116,771 $115,444 $29,899 $$1,353,324 Total construction and development$214,926 $412,094 $339,114 $151,843 $105,319 $93,194 $24,537 $2,688 $1,343,715 
Non-constructionNon-constructionNon-construction
PassPass$249,241 $1,295,535 $1,030,111 $816,725 $772,702 $2,189,960 $184,304 $244 $6,538,822 Pass$1,039,349 $1,215,988 $997,258 $796,708 $752,951 $2,053,618 $185,418 $4,979 $7,046,269 
Special mentionSpecial mention3,875 9,905 65,413 66,860 69,759 220,549 436,361 Special mention3,517 10,307 51,203 61,392 44,193 155,150 — — 325,762 
Substandard accrualSubstandard accrual2,023 42,238 9,358 21,352 109,584 10 184,565 Substandard accrual— 1,960 33,544 20,725 21,345 69,718 — — 147,292 
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Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful266 1,221 2,131 28,089 31,707 Substandard nonaccrual/doubtful— — — 112 169 22,395 — — 22,676 
Total non-constructionTotal non-construction$253,116 $1,307,463 $1,138,028 $894,164 $865,944 $2,548,182 $184,314 $244 $7,191,455 Total non-construction$1,042,866 $1,228,255 $1,082,005 $878,937 $818,658 $2,300,881 $185,418 $4,979 $7,541,999 
Home equityHome equityHome equity
PassPass$$44 $$47 $28 $7,082 $356,197 $$363,398 Pass$$— $— $— $28 $7,050 $319,725 $— $326,811 
Special mentionSpecial mention2,103 4,905 245 7,253 Special mention— — — — — 614 5,355 242 6,211 
Substandard accrualSubstandard accrual317 11,953 1,053 743 14,066 Substandard accrual— — — 184 67 9,341 949 650 11,191 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful157 3,799 1,580 5,536 Substandard nonaccrual/doubtful— — — 47 81 2,794 527 — 3,449 
Total home equityTotal home equity$$44 $$364 $185 $24,937 $363,735 $988 $390,253 Total home equity$$— $— $231 $176 $19,799 $326,556 $892 $347,662 
Residential real estateResidential real estateResidential real estate
PassPass$301,904 $346,823 $265,543 $100,023 $115,609 $240,205 $$$1,370,107 Pass$672,993 $299,739 $193,715 $79,703 $87,361 $162,230 $— $— $1,495,741 
Special mentionSpecial mention80 302 237 2,017 2,163 8,467 13,266 Special mention884 269 459 2,123 1,848 8,331 — — 13,914 
Substandard accrualSubstandard accrual291 2,304 1,025 897 2,300 10,230 17,047 Substandard accrual1,129 2,234 731 887 2,033 8,434 — — 15,448 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful186 1,121 745 5,034 14,467 21,553 Substandard nonaccrual/doubtful— 994 1,554 859 4,807 14,419 — — 22,633 
Total residential real estateTotal residential real estate$302,275 $349,615 $267,926 $103,682 $125,106 $273,369 $$$1,421,973 Total residential real estate$675,006 $303,236 $196,459 $83,572 $96,049 $193,414 $— $— $1,547,736 
Premium finance receivables - commercialPremium finance receivables - commercialPremium finance receivables - commercial
PassPass$2,001,412 $1,896,547 $27,366 $2,961 $54 $$$$3,928,340 Pass$4,453,036 $106,802 $13,179 $1,429 $49 $— $— $— $4,574,495 
Special mentionSpecial mention8,051 11,093 19,152 Special mention31,671 1,693 — — — — 33,374 
Substandard accrualSubstandard accrual1,267 13 80 1,361 Substandard accrual1,153 608 45 — — — — 1,808 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful512 7,898 1,252 28 9,690 Substandard nonaccrual/doubtful4,620 2,601 67 12 — — — — 7,300 
Total premium finance receivables - commercialTotal premium finance receivables - commercial$2,009,976 $1,916,805 $28,639 $3,069 $54 $$$$3,958,543 Total premium finance receivables - commercial$4,490,480 $111,704 $13,257 $1,486 $50 $— $— $— $4,616,977 
Premium finance receivables - lifePremium finance receivables - lifePremium finance receivables - life
PassPass$112,896 $636,815 $658,163 $620,034 $678,197 $3,404,823 $$$6,110,928 Pass$340,318 $782,936 $734,280 $673,416 $699,250 $3,424,672 $— $— $6,654,872 
Special mentionSpecial mention567 567 Special mention— — — — 581 — — — 581 
Substandard accrualSubstandard accrualSubstandard accrual— — — — — — — — — 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful— — — — — — — — — 
Total premium finance receivables - lifeTotal premium finance receivables - life$112,896 $636,815 $658,163 $620,034 $678,764 $3,404,823 $$$6,111,495 Total premium finance receivables - life$340,318 $782,936 $734,280 $673,416 $699,831 $3,424,672 $— $— $6,655,453 
Consumer and otherConsumer and otherConsumer and other
PassPass$1,204 $1,955 $1,749 $1,389 $179 $14,366 $14,206 $$35,048 Pass$2,769 $1,120 $1,254 $1,230 $84 $4,595 $10,647 $— $21,699 
Special mentionSpecial mention10 19 86 91 215 Special mention— 17 — 80 82 — 189 
Substandard accrualSubstandard accrual215 223 Substandard accrual— — — 250 — 257 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful104 392 497 Substandard nonaccrual/doubtful— — 100 — 280 — — 384 
Total consumer and otherTotal consumer and other$1,207 $1,970 $1,769 $1,493 $265 $15,064 $14,215 $$35,983 Total consumer and other$2,769 $1,131 $1,272 $1,330 $164 $5,207 $10,656 $— $22,529 
Total loans (1)
Total loans (1)
Total loans (1)
PassPass$4,523,884 $8,524,939 $3,574,815 $2,577,862 $2,267,625 $6,708,148 $3,492,693 $5,169 $31,675,135 Pass$9,508,713 $4,548,827 $3,271,496 $2,395,263 $2,100,615 $6,360,819 $3,841,713 $17,903 $32,045,349 
Special mentionSpecial mention14,130 61,031 165,856 128,882 130,156 260,038 91,640 281 852,014 Special mention54,822 74,796 131,360 123,670 101,923 189,769 111,815 6,083 794,238 
Substandard accrualSubstandard accrual23,030 25,273 110,386 103,836 51,633 193,973 40,984 854 549,969 Substandard accrual20,087 10,331 56,495 58,285 34,289 129,811 29,748 1,470 340,516 
Substandard nonaccrual/doubtfulSubstandard nonaccrual/doubtful512 9,972 4,409 5,786 9,400 61,923 2,113 94,115 Substandard nonaccrual/doubtful9,847 7,402 6,629 5,336 7,246 46,421 1,059 — 83,940 
Total loansTotal loans$4,561,556 $8,621,215 $3,855,466 $2,816,366 $2,458,814 $7,224,082 $3,627,430 $6,304 $33,171,233 Total loans$9,593,469 $4,641,356 $3,465,980 $2,582,554 $2,244,073 $6,726,820 $3,984,335 $25,456 $33,264,043 
(1)Includes $164.7$37.5 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 March 31,September 30, 2021. These loans were further qualitatively evaluated as a part of the measurement of the allowance for credit losses as of March 31,September 30, 2021.

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 March 31, 2021Year of OriginationTotal
As of September 30, 2021As of September 30, 2021Year of OriginationTotal
(In thousands)(In thousands)20212020201920182017PriorBalance(In thousands)20212020201920182017PriorBalance
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$97,786 $25,000 $$50,000 $$3,374 $176,160 1-4 internal grade$97,790 $25,000 $— $50,000 $— $3,353 $176,143 
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$97,786 $25,000 $$50,000 $$3,374 $176,160 Total U.S. government agencies$97,790 $25,000 $— $50,000 $— $3,353 $176,143 
MunicipalMunicipalMunicipal
1-4 internal grade1-4 internal grade$1,377 $$161 $7,549 $43,603 $145,175 $197,865 1-4 internal grade$1,371 $— $161 $7,508 $43,358 $138,264 $190,662 
5-7 internal grade5-7 internal grade5-7 internal grade— — — — — — — 
8-10 internal grade8-10 internal grade8-10 internal grade— — — — — — — 
Total municipalTotal municipal$1,377 $$161 $7,549 $43,603 $145,175 $197,865 Total municipal$1,371 $— $161 $7,508 $43,358 $138,264 $190,662 
Mortgage-backed securitiesMortgage-backed securitiesMortgage-backed securities
1-4 internal grade1-4 internal grade$1,737,115 $$$$$$1,737,115 1-4 internal grade$2,318,309 $— $— $— $— $— $2,318,309 
5-7 internal grade5-7 internal grade5-7 internal grade— — — — — — — 
8-10 internal grade8-10 internal grade8-10 internal grade— — — — — — — 
Total mortgage-backed securitiesTotal mortgage-backed securities$1,737,115 $$$$$$1,737,115 Total mortgage-backed securities$2,318,309 $— $— $— $— $— $2,318,309 
Corporate notesCorporate notesCorporate notes
1-4 internal grade1-4 internal grade$$13,661 $7,462 $3,325 $3,282 $27,648 $55,378 1-4 internal grade$— $13,578 $7,419 $3,285 $3,237 $24,172 $51,691 
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$$13,661 $7,462 $3,325 $3,282 $27,648 $55,378 Total corporate notes$— $13,578 $7,419 $3,285 $3,237 $24,172 $51,691 
Total held-to-maturity securitiesTotal held-to-maturity securities$2,166,518 Total held-to-maturity securities$2,736,805 
Less: Allowance for credit lossesLess: Allowance for credit losses(99)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$2,166,419 Held-to-maturity securities, net of allowance for credit losses$2,736,722 

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.

March 31,December 31,March 31,September 30,December 31,September 30,
(In thousands)(In thousands)202120202020(In thousands)202120202020
Allowance for loan lossesAllowance for loan losses$277,709 $319,374 $216,050 Allowance for loan losses$248,612 $319,374 $325,959 
Allowance for unfunded lending-related commitments lossesAllowance for unfunded lending-related commitments losses43,500 60,536 37,362 Allowance for unfunded lending-related commitments losses47,443 60,536 62,949 
Allowance for loan losses and unfunded lending-related commitments lossesAllowance for loan losses and unfunded lending-related commitments losses321,209 379,910 253,412 Allowance for loan losses and unfunded lending-related commitments losses296,055 379,910 388,908 
Allowance for held-to-maturity securities lossesAllowance for held-to-maturity securities losses99 59 70 Allowance for held-to-maturity securities losses83 59 63 
Allowance for credit lossesAllowance for credit losses$321,308 $379,969 $253,482 Allowance for credit losses$296,138 $379,969 $388,971 

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-partythird 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 March 31,September 30, 2021, excluding loans carried at fair value, substandard nonaccrual loans totaling $56.8$47.3 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, loans identified as being reasonably expected to be modified into TDRs in the future totaled $198,000$335,000 as of March 31,September 30, 2021.

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 nine months ended March 31,September 30, 2021 and 2020 is as follows.
Three months ended March 31, 2021Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
Three months ended September 30, 2021Three months ended September 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$94,212 $243,603 $11,437 $12,459 $17,777 $422 $379,910 Allowance for credit losses at beginning of period$98,507 $158,522 $11,207 $15,684 $19,899 $212 $304,031 
Other adjustmentsOther adjustments0 0 0 0 30 0 30 Other adjustments0   (65) (65)
Charge-offsCharge-offs(11,781)(980)0 (2)(3,239)(114)(16,116)Charge-offs(1,352)(406)(59)(10)(1,390)(112)(3,329)
RecoveriesRecoveries452 200 101 204 1,782 32 2,771 Recoveries816 373 313 5 1,728 92 3,327 
Provision for credit lossesProvision for credit losses12,757 (61,031)(156)1,581 1,127 336 (45,386)Provision for credit losses11,811 (18,454)(522)593 (1,597)260 (7,909)
Allowance for credit losses at period endAllowance for credit losses at period end$95,640 $181,792 $11,382 $14,242 $17,477 $676 $321,209 Allowance for credit losses at period end$109,782 $140,035 $10,939 $16,272 $18,575 $452 $296,055 
Individually measuredIndividually measured$5,046 $2,042 $338 $822 $0 $81 $8,329 Individually measured$8,222 $1,308 $221 $940 $ $68 $10,759 
Collectively measuredCollectively measured90,594 179,750 11,044 13,420 17,477 595 312,880 Collectively measured101,560 138,727 10,718 15,332 18,575 384 285,296 
Loans at period endLoans at period endLoans at period end
Individually measuredIndividually measured$30,144 $43,858 $21,167 $28,675 $0 $560 $124,404 Individually measured$31,001 $32,091 $16,486 $28,966 $ $467 $109,011 
Collectively measuredCollectively measured12,678,063 8,500,921 369,086 1,341,382 10,070,038 35,423 32,994,913 Collectively measured11,156,971 8,853,623 331,176 1,487,791 11,272,430 22,062 33,124,053 
Loans held at fair valueLoans held at fair value0 0 0 51,916 0 0 51,916 Loans held at fair value   30,979   30,979 
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Three months ended March 31, 2020CommercialCommercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
Three months ended September 30, 2020Three months ended September 30, 2020CommercialCommercial 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$64,920 $68,511 $3,878 $9,800 $9,647 $1,705 $158,461 Allowance for credit losses at beginning of period$133,597 $197,126 $12,189 $11,915 $17,592 $690 $373,109 
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(73)(73)Other adjustments— — — — 55 — 55 
Charge-offsCharge-offs(2,153)(570)(1,001)(401)(3,184)(128)(7,437)Charge-offs(5,270)(1,529)(138)(83)(4,640)(103)(11,763)
RecoveriesRecoveries384 263 294 60 1,110 41 2,152 Recoveries428 175 111 25 1,720 20 2,479 
Provision for credit lossesProvision for credit losses35,156 12,528 162 89 5,339 (309)52,965 Provision for credit losses(15,861)38,238 (485)(67)3,129 74 25,028 
Allowance for credit losses at period endAllowance for credit losses at period end$107,346 $112,796 $12,394 $12,550 $7,880 $446 $253,412 Allowance for credit losses at period end$112,894 $234,010 $11,677 $11,790 $17,856 $681 $388,908 
Individually measuredIndividually measured$12,524 $9,108 $290 $466 $$104 $22,492 Individually measured$10,642 $4,741 $196 $680 $— $108 $16,367 
Collectively measuredCollectively measured94,822 103,688 12,104 12,084 7,880 342 230,920 Collectively measured102,252 229,269 11,481 11,110 17,856 573 372,541 
Loans at period endLoans at period endLoans at period end
Individually measuredIndividually measured$56,416 $80,873 $23,060 $27,854 $$537 $188,740 Individually measured$49,900 $79,661 $22,962 $30,596 $— $548 $183,667 
Collectively measuredCollectively measured8,969,470 8,104,658 471,595 1,207,268 8,686,694 36,629 27,476,314 Collectively measured12,227,099 8,343,481 423,312 1,100,699 9,548,976 54,806 31,698,373 
Loans held at fair valueLoans held at fair value142,267 142,267 Loans held at fair value— — — 253,515 — — 253,515 

Nine months ended September 30, 2021Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
(In thousands)Commercial
Allowance for credit losses at beginning of period$94,212 $243,603 $11,437 $12,459 $17,777 $422 $379,910 
Other adjustments    (2) (2)
Charge-offs(16,370)(2,798)(201)(15)(6,706)(330)(26,420)
Recoveries2,170 1,087 742 245 6,749 158 11,151 
Provision for credit losses29,770 (101,857)(1,039)3,583 757 202 (68,584)
Allowance for credit losses at period end$109,782 $140,035 $10,939 $16,272 $18,575 $452 $296,055 

Nine months ended September 30, 2020Commercial Real EstateHome  EquityResidential Real EstatePremium Finance ReceivablesConsumer and OtherTotal Loans
(In thousands)Commercial
Allowance for credit losses at beginning of period$64,920 $68,511 $3,878 $9,800 $9,647 $1,705 $158,461 
Cumulative effect adjustment from the adoption of ASU 2016-139,039 32,064 9,061 3,002 (4,959)(863)47,344 
Other adjustments— — — — 24 — 24 
Charge-offs(13,109)(9,323)(1,378)(777)(11,258)(330)(36,175)
Recoveries924 931 451 115 3,663 119 6,203 
Provision for credit losses51,120 141,827 (335)(350)20,739 50 213,051 
Allowance for credit losses at period end$112,894 $234,010 $11,677 $11,790 $17,856 $681 $388,908 

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 monthsand nine month periods ended March 31,September 30, 2021, and 2020, the Company recognized approximately $(45.4)$(7.9) million and $53.0$(68.6) million of provision for credit losses, respectively, related to loans and lending agreements. The decreasednegative provision for such periods was primarily the result of improvements in the forecasted macroeconomic conditions created by the COVID-19 pandemic, and the resulting impact onforecast, specifically 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 remain regarding expected economic recovery,performance, macroeconomic forecasts as of March 31,September 30, 2021 assume that the impact of those uncertainties is less severe compared to that assumed at December 31, 2020. Other key drivers of provision for credit losses in
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these portfolios include, but are not limited to, net newdecreases to COVID-19 related loan growthmodifications and positive loan risk rating migration. Net charge-offs in the three and nine month periodperiods ending March 31,September 30, 2021, totaled $13.3$2,000 and $15.3 million.

Held-to-maturity debt securities

At January 1, 2020, the Company established an 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 nine month periodperiods ended March 31,September 30, 2021, the Company recognized approximately $39,000$(7,000) and $22,000 of provision for credit losses related to held-to-maturity securities.securities, respectively.

TDRs

At March 31,September 30, 2021, the Company had $56.6$48.5 million in loans modified in TDRs. The $56.6$48.5 million in TDRs represents 273254 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
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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 March 31,September 30, 2021 and approximately $2.5$2.3 million of reserve was present and appropriately reserved for through the Company’s reserving methodology in the Company’s allowance for credit losses.

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, 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 March 31,September 30, 2021, the Company had $4.0$2.5 million of foreclosed residential real estate properties included within OREO. Furthermore, the recorded investment in residential mortgage loans secured by residential real estate properties for which foreclosure proceedings are in process totaled $13.8$14.3 million and $10.6$17.7 million at March 31,September 30, 2021 and 2020, respectively.

The tables below present a summary of the post-modification balance of loans restructured during the three and nine months ended March 31,September 30, 2021 and 2020, respectively, which represent TDRs:
Three months ended March 31, 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 September 30, 2021
(Dollars in thousands)
Three months ended September 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 other2 $151 2 $151 0 $0 0 $0 0 $0 Commercial, industrial and other1 $1 1 $1  $  $  $ 
Commercial real estateCommercial real estateCommercial real estate
Non-constructionNon-construction2 237 2 237 1 113 1 113 0 0 Non-construction          
Residential real estate and otherResidential real estate and other16 1,738 16 1,738 9 1,290 0 0 0 0 Residential real estate and other8 558 7 441 2 202     
Total loansTotal loans20 $2,126 20 $2,126 10 $1,403 1 $113 0 $0 Total loans9 $559 8 $442 2 $202  $  $ 
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Three months ended March 31, 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 September 30, 2020
(Dollars in thousands)
Three months ended September 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
CommercialCommercialCommercial
Commercial, industrial and otherCommercial, industrial and other$5,602 $4,316 $$$432 Commercial, industrial and other$1,013 $1,013 — $— — $— — $— 
Commercial real estateCommercial real estateCommercial real estate
Non-constructionNon-construction13 16,053 11 13,511 921 3,463 Non-construction1,045 1,045 — — 207 — — 
Residential real estate and otherResidential real estate and other20 2,142 12 1,890 786 Residential real estate and other28 5,538 21 5,281 13 1,829 190 — — 
Total loansTotal loans38 $23,797 26 $19,717 $1,707 $3,463 $432 Total loans36 $7,596 29 $7,339 13 $1,829 $397 — $— 
(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 March 31,September 30, 2021, 209 loans totaling $2.1 million$559,000 were determined to be TDRs, compared to 3836 loans totaling $23.8$7.6 million during the three months ended March 31,September 30, 2020. Of these loans extended at below market terms, the weighted average extension had a term of approximately 110105 months during the quarter ended March 31,September 30, 2021 compared to eight26 months for the quarter ended March 31,September 30, 2020. Further, the weighted average decrease in the stated interest rate for loans with a reduction of interest rate during the period was approximately 127129 basis points and 173116 basis points during the three months ended March 31,September 30, 2021 and 2020, respectively. Interest-only payment terms were approximately five months during the three months ended September 30, 2020. Additionally, no principal balances were forgiven during the quarters ended September 30, 2021 and 2020.

Nine months ended September 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
Commercial
Commercial, industrial and other6 $547 6 $547  $  $  $ 
Commercial real estate
Non-construction5 2,944 4 2,401 2 656 1 113   
Residential real estate and other34 3,393 33 3,276 13 2,108     
Total loans45 $6,884 43 $6,224 15 $2,764 1 $113  $ 
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Nine months ended September 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
Commercial
Commercial, industrial and other17 $10,046 13 $5,772 — $— $3,257 $432 
Commercial real estate
Non-construction17 19,180 14 14,556 921 5,752 — — 
Residential real estate and other69 11,184 54 10,676 28 4,205 190 — — 
Total loans103 $40,410 81 $31,004 31 $5,126 12 $9,199 $432 
(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 nine months ended September 30, 2021, 45 loans totaling $6.9 million were determined to be TDRs, compared to 103 loans totaling $40.4 million during the nine months ended September 30, 2020. Of these loans extended at below market terms, the weighted average extension had a term of approximately 108 months during the nine months ended September 30, 2021 compared to 14 months for the nine months ended September 30, 2020. Further, the weighted average decrease in the stated interest rate for loans with a reduction of interest rate during the period was approximately 151 basis points and 143 basis points for the year-to-date periods ended September 30, 2021 and 2020, respectively. Interest-only payment terms were approximately six months and 2113 months during the threenine months ended March 31,September 30, 2021 and 2020, respectively. Additionally, 0 principalno balances were forgiven duringin the quarter ended March 31,first nine months of 2021 andcompared to $453,000 of principal balances were forgiven in the quarter ended March 31,same period of 2020.

The following table presents a summary of all loans restructured in TDRs during the twelve months ended March 31,September 30, 2021 and 2020, 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 March 31, 2021Three Months Ended
March 31, 2021
As of March 31, 2020Three Months Ended
March 31, 2020
(Dollars in thousands)As of September 30, 2021
Three Months Ended
September 30, 2021
Nine months ended
September 30, 2021
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)
CountBalanceCountBalanceCountBalanceCountBalance(Dollars in thousands)CountBalanceCountBalanceCountBalance
CommercialCommercial
Commercial, industrial and otherCommercial, industrial and other18 $6,910 5 $1,496 20 $13,013 $4,836 10 $2,863 1 $199 4 $1,524 
Commercial real estateCommercial real estateCommercial real estate
Non-constructionNon-construction7 3,466 3 3,121 19 22,770 758 Non-construction6 3,045 3 2,275 3 2,275 
Residential real estate and otherResidential real estate and other81 13,825 5 596 145 17,863 11 2,510 Residential real estate and other50 6,437 2 116 2 116 
Total loansTotal loans106 $24,201 13 $5,213 184 $53,646 22 $8,104 Total loans66 $12,345 6 $2,590 9 $3,915 
(Dollars in thousands)As of September 30, 2020
Three Months Ended
September 30, 2020
Nine months ended
September 30, 2020
Total (1)(3)
Payments in Default  (2)(3)
Payments in Default  (2)(3)
CountBalanceCountBalanceCountBalance
Commercial
Commercial, industrial and other22 $11,476 $4,607 $4,607 
Commercial real estate
Non-construction18 19,432 13 14,595 13 14,595 
Residential real estate and other112 16,265 11 2,131 14 2,582 
Total loans152 $47,173 31 $21,333 34 $21,784 
(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-duepast 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) Goodwill and Other 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,
2020
Goodwill
Acquired
Impairment
Loss
Goodwill AdjustmentsMarch 31,
2021
(In thousands)December 31, 2020Goodwill
Acquired
Impairment
Loss
Goodwill AdjustmentsSeptember 30,
2021
Community bankingCommunity banking$536,396 $$$$536,396 Community banking$536,396 $— $— $— $536,396 
Specialty financeSpecialty finance39,938 310 40,248 Specialty finance39,938 — — 85 40,023 
Wealth managementWealth management69,373 69,373 Wealth management69,373 — — — 69,373 
Total Total$645,707 $$$310 $646,017  Total$645,707 $— $— $85 $645,792 

The specialty finance unit’s goodwill increased $310,000$85,000 in the first threenine months of 2021 as a result of foreign currency translation adjustments related to the Canadian acquisitions.

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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, 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. ImpairmentPotential 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. The Company further considered the amount by which fair value exceeded book value for each reporting unit in its most recent quantitative analysis and sensitivities performed.

At the conclusion of this assessment of all reporting units, the Company determined that as of March 31,September 30, 2021, 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 intangible assets as of the dates shown and the expected amortization of finite-lived intangible assets as of March 31,September 30, 2021 is as follows:
(In thousands)(In thousands)March 31,
2021
December 31,
2020
March 31,
2020
(In thousands)September 30,
2021
December 31,
2020
September 30,
2020
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(34,099)(32,680)(28,024)Accumulated amortization(36,840)(32,680)(31,209)
Net carrying amount Net carrying amount$21,107 $22,526 $27,182  Net carrying amount$18,366 $22,526 $23,997 
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$26,907 $28,326 $32,982 Total net carrying amount$24,166 $28,326 $29,797 
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$1,968 $1,966 $1,956 Gross carrying amount$1,967 $1,966 $1,962 
Accumulated amortizationAccumulated amortization(1,665)(1,644)(1,574)Accumulated amortization(1,705)(1,644)(1,624)
Net carrying amount Net carrying amount$303 $322 $382  Net carrying amount$262 $322 $338 
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(13,605)(13,038)(9,609)Accumulated amortization(14,740)(13,038)(11,895)
Net carrying amount Net carrying amount$6,825 $7,392 $10,821  Net carrying amount$5,690 $7,392 $8,535 
Total intangible assets:Total intangible assets:Total intangible assets:
Gross carrying amountGross carrying amount$83,404 $83,402 $83,392 Gross carrying amount$83,403 $83,402 $83,398 
Accumulated amortizationAccumulated amortization(49,369)(47,362)(39,207)Accumulated amortization(53,285)(47,362)(44,728)
Total intangible assets, netTotal intangible assets, net$34,035 $36,040 $44,185 Total intangible assets, net$30,118 $36,040 $38,670 
Estimated amortization
Actual in threenine months ended March 31,September 30, 2021$2,0075,923 
Estimated remaining in 20215,6851,809 
Estimated—20226,1356,115 
Estimated—20234,6704,658 
Estimated—20243,2633,259 
Estimated—20252,552 

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
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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 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 intangibles totaled approximately $2.0$5.9 million and $2.9$8.4 million for the threenine months ended March 31,September 30, 2021 and 2020, respectively.

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(8) 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 EndedThree Months EndedNine Months Ended
March 31,March 31,September 30,September 30,September 30,September 30,
(In thousands)(In thousands)20212020(In thousands)2021202020212020
Balance at beginning of the periodBalance at beginning of the period$92,081 $85,638 Balance at beginning of the period$127,604 $77,203 $92,081 $85,638 
Additions from loans sold with servicing retainedAdditions from loans sold with servicing retained24,616 9,447 Additions from loans sold with servicing retained15,546 20,936 57,674 50,734 
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(258)Early buyout options (“EBO”) exercised(116)(367)(518)(367)
Payoffs and paydownsPayoffs and paydowns(10,168)(7,024)Payoffs and paydowns(8,594)(7,863)(27,302)(23,557)
Changes in valuation inputs or assumptionsChanges in valuation inputs or assumptions18,045 (14,557)Changes in valuation inputs or assumptions(888)(3,002)11,617 (25,541)
Fair value at end of the periodFair value at end of the period$124,316 $73,504 Fair value at end of the period$133,552 $86,907 $133,552 $86,907 
Unpaid principal balance of mortgage loans serviced for othersUnpaid principal balance of mortgage loans serviced for others$11,530,676 $8,314,634 Unpaid principal balance of mortgage loans serviced for others$12,720,126 $10,139,878 

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 March 31,September 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.

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(9) Deposits

The following table is a summary of deposits as of the dates shown: 
(Dollars in thousands)(Dollars in thousands)March 31,
2021
December 31,
2020
March 31,
2020
(Dollars in thousands)September 30,
2021
December 31,
2020
September 30,
2020
Balance:Balance:Balance:
Non-interest-bearingNon-interest-bearing$12,297,337 $11,748,455 $7,556,755 Non-interest-bearing$13,255,417 $11,748,455 $10,409,747 
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits3,562,312 3,349,021 3,181,159 NOW and interest-bearing demand deposits3,769,825 3,349,021 3,294,071 
Wealth management depositsWealth management deposits4,274,527 4,138,712 3,936,968 Wealth management deposits4,177,820 4,138,712 4,235,583 
Money marketMoney market9,236,434 9,348,806 8,114,659 Money market10,757,654 9,348,806 9,423,653 
SavingsSavings3,690,892 3,531,029 3,282,340 Savings3,861,296 3,531,029 3,415,073 
Time certificates of depositTime certificates of deposit4,811,150 4,976,628 5,389,779 Time certificates of deposit4,130,546 4,976,628 5,066,295 
Total depositsTotal deposits$37,872,652 $37,092,651 $31,461,660 Total deposits$39,952,558 $37,092,651 $35,844,422 
Mix:Mix:Mix:
Non-interest-bearingNon-interest-bearing32 %32 %24 %Non-interest-bearing33 %32 %29 %
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits9 10 NOW and interest-bearing demand deposits9 
Wealth management depositsWealth management deposits11 11 13 Wealth management deposits11 11 12 
Money marketMoney market25 25 26 Money market27 25 26 
SavingsSavings10 10 10 Savings10 10 10 
Time certificates of depositTime certificates of deposit13 13 17 Time certificates of deposit10 13 14 
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”), trust and asset management customers of the Company and brokerage customers from unaffiliated companies.

(10) 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)March 31,
2021
December 31,
2020
March 31,
2020
(In thousands)September 30,
2021
December 31,
2020
September 30,
2020
FHLB advancesFHLB advances$1,228,436 $1,228,429 $1,174,894 FHLB advances$1,241,071 $1,228,429 $1,228,422 
Other borrowings:Other borrowings:Other borrowings:
Notes payableNotes payable96,363 101,710 167,746 Notes payable85,668 101,710 107,056 
Short-term borrowingsShort-term borrowings12,416 11,366 12,127 Short-term borrowings14,051 11,366 7,983 
OtherOther64,659 65,108 66,266 Other63,770 65,108 65,548 
Secured borrowingsSecured borrowings343,439 340,744 241,364 Secured borrowings341,038 340,744 326,808 
Total other borrowingsTotal other borrowings516,877 518,928 487,503 Total other borrowings504,527 518,928 507,395 
Subordinated notesSubordinated notes436,595 436,506 436,179 Subordinated notes436,811 436,506 436,385 
Total FHLB advances, other borrowings and subordinated notesTotal FHLB advances, other borrowings and subordinated notes$2,181,908 $2,183,863 $2,098,576 Total FHLB advances, other borrowings and subordinated notes$2,182,409 $2,183,863 $2,172,202 

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
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an original outstanding balance of $150.0 million and a $50.0 million revolving credit facility ("(“Revolving Credit Facility"Facility”). At March 31,September 30, 2021, the Company had a notes payable balance of $96.4$85.7 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, the Company is required to make quarterly payments of principal plus interest on the Term Facility. At March 31,September 30, 2021, 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; and the addition of a mechanism to replace LIBOR with an alternate benchmark rate. An amendment to the Credit Agreement was executed on and effective as of September 14, 2021. The amendment provided for, among other things, extension of the maturity date under the Revolving Credit Facility to September 13, 2022.

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 federal funds rate plus 50 basis points, (b) the lender's prime rate, or (c) the Eurodollar Rate (as defined below) that would be applicable for an interest period of one month plus 100 basis points. Borrowings under the agreement that are considered “Eurodollar Rate Loans” bear interest at a rate equal to the sum of (1) 135 basis points (in the case of a borrowing under the Revolving Credit Facility) or 125 basis points (in the case of a borrowing under the Term Facility) plus (2) the LIBOR 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'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. InAt September 2020, the required levels to maintain for certain restrictive covenants within the Credit Agreement were amended. At March 31,30, 2021, 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 $12.4$14.1 million at March 31,September 30, 2021 compared to $11.4 million at December 31, 2020 and $12.1$8.0 million at March 31,September 30, 2020. At March 31,September 30, 2021, December 31, 2020 and March 31,September 30, 2020, securities sold under repurchase agreements represent $12.4$14.1 million, $11.4 million and $12.1$8.0 million, respectively, of customer sweep accounts in connection with master repurchase agreements at the banks. 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 March 31,September 30, 2021, the Company had pledged securities related to its customer balances in sweep accounts of $20.6$26.1 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.securities, U.S. Government agencies and collateralized mortgage obligations. 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 March 31,September 30, 2021 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$10,773
Mortgage-backed securities$20,58014,941 
Collateralized mortgage obligations344
Total collateral pledged20,58026,058 
Excess collateral8,16412,007 
Securities sold under repurchase agreements$12,41614,051 

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Other Borrowings

Other borrowings at March 31,September 30, 2021 represent a fixed-rate promissory note issued by the Company in June 2017 and amended in March 2020 ("(“Fixed-Rate Promissory Note"Note”) related to and secured by 3 office buildings owned by the Company. At March 31,September 30, 2021, the Fixed-Rate Promissory Note had a balance of $64.7$63.8 million compared to $65.1 million at December 31, 2020 and $66.3$65.5 million at March 31,September 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%. 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. 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 March 31,September 30, 2021, the Company was in compliance with all such covenants.

Secured Borrowings

Secured borrowings at March 31,September 30, 2021 primarily represents transactions to sell an undivided co-ownership interest in all receivables owed to the Company'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, 2015 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, which increased the total payments to C$420 million. In January 2021, the Receivables Purchase Agreement was amended to effectively extend the maturity date from December 15, 2021 to December 15, 2022. 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 March 31,September 30, 2021, the translated balance of the secured borrowing totaled $334.1$331.0 million compared to $329.9 million at December 31, 2020 and $227.4$315.1 million at March 31,September 30, 2020. Additionally, the interest rate under the Receivables Purchase Agreement at March 31,September 30, 2021 was 1.1015%1.0694%. The remaining $9.4$10.0 million within secured borrowings at March 31,September 30, 2021 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.

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Subordinated Notes

At March 31,September 30, 2021, the Company had outstanding subordinated notes totaling $436.6$436.8 million compared to $436.5 million and $436.2$436.4 million outstanding at December 31, 2020 and March 31,September 30, 2020, 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.

(11) Junior Subordinated Debentures

As of March 31,September 30, 2021, 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
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Illinois 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 March 31,September 30, 2021. 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 3/31/2021
Issue
Date
Maturity
Date
Earliest
Redemption
Date
(Dollars in thousands)Common
Securities
Trust 
Preferred
Securities
Junior
Subordinated
Debentures
Rate
Structure
Contractual Rate
at 9/30/2021
Issue
Date
Maturity
Date
Earliest
Redemption
Date
Wintrust Capital Trust IIIWintrust Capital Trust III$774 $25,000 $25,774 L+3.253.49 %04/200304/203304/2008Wintrust Capital Trust III$774 $25,000 $25,774 L+3.253.38 %04/200304/203304/2008
Wintrust Statutory Trust IVWintrust Statutory Trust IV619 20,000 20,619 L+2.803.00 %12/200312/203312/2008Wintrust Statutory Trust IV619 20,000 20,619 L+2.802.93 %12/200312/203312/2008
Wintrust Statutory Trust VWintrust Statutory Trust V1,238 40,000 41,238 L+2.602.80 %05/200405/203406/2009Wintrust Statutory Trust V1,238 40,000 41,238 L+2.602.73 %05/200405/203406/2009
Wintrust Capital Trust VIIWintrust Capital Trust VII1,550 50,000 51,550 L+1.952.13 %12/200403/203503/2010Wintrust Capital Trust VII1,550 50,000 51,550 L+1.952.07 %12/200403/203503/2010
Wintrust Capital Trust VIIIWintrust Capital Trust VIII1,238 25,000 26,238 L+1.451.65 %08/200509/203509/2010Wintrust Capital Trust VIII1,238 25,000 26,238 L+1.451.58 %08/200509/203509/2010
Wintrust Capital Trust IXWintrust Capital Trust IX1,547 50,000 51,547 L+1.631.81 %09/200609/203609/2011Wintrust Capital Trust IX1,547 50,000 51,547 L+1.631.75 %09/200609/203609/2011
Northview Capital Trust INorthview Capital Trust I186 6,000 6,186 L+3.003.21 %08/200311/203308/2008Northview Capital Trust I186 6,000 6,186 L+3.003.13 %08/200311/203308/2008
Town Bankshares Capital Trust ITown Bankshares Capital Trust I186 6,000 6,186 L+3.003.21 %08/200311/203308/2008Town Bankshares Capital Trust I186 6,000 6,186 L+3.003.13 %08/200311/203308/2008
First Northwest Capital Trust IFirst Northwest Capital Trust I155 5,000 5,155 L+3.003.20 %05/200405/203405/2009First Northwest Capital Trust I155 5,000 5,155 L+3.003.13 %05/200405/203405/2009
Suburban Illinois Capital Trust IISuburban Illinois Capital Trust II464 15,000 15,464 L+1.751.93 %12/200612/203612/2011Suburban Illinois Capital Trust II464 15,000 15,464 L+1.751.87 %12/200612/203612/2011
Community Financial Shares Statutory Trust IICommunity Financial Shares Statutory Trust II109 3,500 3,609 L+1.621.80 %06/200709/203706/2012Community Financial Shares Statutory Trust II109 3,500 3,609 L+1.621.74 %06/200709/203706/2012
TotalTotal$253,566 2.39 %Total$253,566 2.32 %

The junior subordinated debentures totaled $253.6 million at March 31,September 30, 2021, December 31, 2020 and March 31,September 30, 2020.

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 March 31,September 30, 2021, the weighted average contractual interest rate on the junior subordinated debentures was 2.39%2.32%. 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 contractual interest rate on the junior subordinated debentures as of March 31,September 30, 2021, was 3.98%3.96%. 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.

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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 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 March 31,September 30, 2021, 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) 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 Ended(Dollars in thousands)Three Months EndedNine Months Ended
Revenue from contracts with customersRevenue from contracts with customersLocation in income statementMarch 31,
2021
March 31,
2020
Revenue from contracts with customersLocation in income statementSeptember 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Brokerage and insurance product commissionsBrokerage and insurance product commissionsWealth management$5,040 $5,281 Brokerage and insurance product commissionsWealth management$5,230 $4,563 $15,418 $13,991 
TrustTrustWealth management5,017 5,291 TrustWealth management5,369 4,179 15,765 13,718 
Asset managementAsset managementWealth management19,252 15,369 Asset managementWealth management20,932 16,215 60,347 45,825 
Total wealth managementTotal wealth management29,309 25,941 Total wealth management31,531 24,957 91,530 73,534 
Mortgage broker feesMortgage broker feesMortgage banking76 53 Mortgage broker feesMortgage banking270 85 460 312 
Service charges on deposit accountsService charges on deposit accountsService charges on deposit accounts12,036 11,265 Service charges on deposit accountsService charges on deposit accounts14,149 11,497 39,434 33,182 
Administrative servicesAdministrative servicesOther non-interest income1,256 1,112 Administrative servicesOther non-interest income1,359 1,077 3,843 3,122 
Card related feesCard related feesOther non-interest income1,774 2,106 Card related feesOther non-interest income2,513 2,021 6,474 5,506 
Other deposit related feesOther deposit related feesOther non-interest income3,317 3,178 Other deposit related feesOther non-interest income3,397 3,160 9,979 9,252 
Total revenue from contracts with customersTotal revenue from contracts with customers$47,768 $43,655 Total revenue from contracts with customers$53,219 $42,797 $151,720 $124,908 

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 quarter basis in advance or in arrears depending upon the contract. Upfront fees received related to the facilitation of tax-deferred like-kind exchange
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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 product commissions. Trade commissions and any other fees received for additional services are recognized at a point in time once the performance obligation is 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 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 Related Fees

Card related fees include interchange and merchant revenue, and fees related to debit and credit cards. Interchange revenue is related to the Company issued debit cards. Other deposit 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 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 is known. Upfront fees received from certain contracts are recognized on a straight line basis over the term of the contract. Card and deposit 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)March 31,
2021
December 31,
2020
March 31,
2020
(Dollars in thousands)September 30,
2021
December 31,
2020
September 30,
2020
Contract assetsContract assets$0 $$Contract assets$ $— $— 
Contract liabilitiesContract liabilities$1,818 $1,548 $728 Contract liabilities$1,632 $1,548 $1,543 
Mortgage broker fees receivableMortgage broker fees receivable$31 $20 $11 Mortgage broker fees receivable$31 $20 $28 
Administrative services receivableAdministrative services receivable215 64 214 Administrative services receivable185 64 191 
Wealth management receivableWealth management receivable11,315 10,144 8,218 Wealth management receivable12,001 10,144 10,232 
Card related fees receivableCard related fees receivable1,075 783 422 Card related fees receivable462 783 201 
Total receivables from contracts with customerTotal receivables from contracts with customer$12,636 $11,011 $8,865 Total receivables from contracts with customer$12,679 $11,011 $10,652 

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 $414,000$798,000 and $628,000$1.3 million for the threenine months ended March 31,September 30, 2021 and 2020, respectively. Receivables are recognized in the period the Company provides services and when the Company's right to consideration is unconditional. Card related fee receivable is the result of volume based fee 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

For contracts with an original expected length of more than one year, theThe following table presents the estimated future timing of recognition of upfront fees related to card and deposit 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 2021$668291 
Estimated—2022400591 
Estimated—2023400 
Estimated—2024250 
Estimated—2025100 
Total$1,8181,632 

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) 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 — 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 2020 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)March 31,
2021
March 31,
2020
(Dollars in thousands)September 30,
2021
September 30,
2020
Net interest income:Net interest income:Net interest income:
Community BankingCommunity Banking$203,489 $206,835 $(3,346)(2)%Community Banking$220,007 $196,803 $23,204 12 %
Specialty FinanceSpecialty Finance44,899 40,712 4,187 10 Specialty Finance52,659 46,454 6,205 13 
Wealth ManagementWealth Management7,449 7,792 (343)(4)Wealth Management7,983 6,894 1,089 16 
Total Operating SegmentsTotal Operating Segments255,837 255,339 498 Total Operating Segments280,649 250,151 30,498 12 
Intersegment EliminationsIntersegment Eliminations6,058 6,104 (46)(1)Intersegment Eliminations6,847 5,785 1,062 18 
Consolidated net interest incomeConsolidated net interest income$261,895 $261,443 $452 %Consolidated net interest income$287,496 $255,936 $31,560 12 %
Provision for credit losses:Provision for credit losses:Provision for credit losses:
Community BankingCommunity Banking$(46,572)$51,677 $(98,249)(190)%Community Banking$(7,433)$23,342 $(30,775)NM
Specialty FinanceSpecialty Finance1,225 1,284 (59)(5)Specialty Finance(483)1,684 (2,167)NM
Wealth ManagementWealth Management0 Wealth Management — — — %
Total Operating SegmentsTotal Operating Segments(45,347)52,961 (98,308)(186)Total Operating Segments(7,916)25,026 (32,942)NM
Intersegment EliminationsIntersegment Eliminations0 Intersegment Eliminations — — — 
Consolidated provision for credit lossesConsolidated provision for credit losses$(45,347)$52,961 $(98,308)(186)%Consolidated provision for credit losses$(7,916)$25,026 $(32,942)NM
Non-interest income:Non-interest income:Non-interest income:
Community BankingCommunity Banking$147,268 $81,003 $66,265 82 %Community Banking$94,292 $136,996 $(42,704)(31)%
Specialty FinanceSpecialty Finance23,109 21,308 1,801 Specialty Finance24,426 21,409 3,017 14 
Wealth ManagementWealth Management30,251 24,130 6,121 25 Wealth Management33,557 26,152 7,405 28 
Total Operating SegmentsTotal Operating Segments200,628 126,441 74,187 59 Total Operating Segments152,275 184,557 (32,282)(17)
Intersegment EliminationsIntersegment Eliminations(14,122)(13,199)(923)Intersegment Eliminations(15,801)(13,964)(1,837)13 
Consolidated non-interest incomeConsolidated non-interest income$186,506 $113,242 $73,264 65 %Consolidated non-interest income$136,474 $170,593 $(34,119)(20)%
Net revenue:Net revenue:Net revenue:
Community BankingCommunity Banking$350,757 $287,838 $62,919 22 %Community Banking$314,299 $333,799 $(19,500)(6)%
Specialty FinanceSpecialty Finance68,008 62,020 5,988 10 Specialty Finance77,085 67,863 9,222 14 
Wealth ManagementWealth Management37,700 31,922 5,778 18 Wealth Management41,540 33,046 8,494 26 
Total Operating SegmentsTotal Operating Segments456,465 381,780 74,685 20 Total Operating Segments432,924 434,708 (1,784)
Intersegment EliminationsIntersegment Eliminations(8,064)(7,095)(969)14 Intersegment Eliminations(8,954)(8,179)(775)
Consolidated net revenueConsolidated net revenue$448,401 $374,685 $73,716 20 %Consolidated net revenue$423,970 $426,529 $(2,559)(1)%
Segment profit:Segment profit:Segment profit:
Community BankingCommunity Banking$121,801 $34,589 $87,212 252 %Community Banking$68,790 $70,584 $(1,794)(3)%
Specialty FinanceSpecialty Finance23,903 22,133 1,770 Specialty Finance30,202 29,859 343 %
Wealth ManagementWealth Management7,444 6,090 1,354 22 Wealth Management10,145 6,872 3,273 48 
Consolidated net incomeConsolidated net income$153,148 $62,812 $90,336 144 %Consolidated net income$109,137 $107,315 $1,822 %
Segment assets:Segment assets:Segment assets:
Community BankingCommunity Banking$37,102,603 $31,499,899 $5,602,704 18 %Community Banking$38,464,169 $35,729,021 $2,735,148 %
Specialty FinanceSpecialty Finance7,174,269 6,133,548 1,040,721 17 Specialty Finance7,918,933 6,732,765 1,186,168 18 
Wealth ManagementWealth Management1,405,330 1,166,400 238,930 20 Wealth Management1,449,169 1,269,932 179,237 14 
Consolidated total assetsConsolidated total assets$45,682,202 $38,799,847 $6,882,355 18 %Consolidated total assets$47,832,271 $43,731,718 $4,100,553 %
NM - Not meaningful





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Nine Months Ended$ Change in
Contribution
% Change  in
Contribution
(Dollars in thousands)September 30,
2021
September 30,
2020
Net interest income:
Community Banking$643,175 $609,316 $33,859 %
Specialty Finance142,752 129,581 13,171 10 
Wealth Management23,197 23,272 (75)
Total Operating Segments809,124 762,169 46,955 
Intersegment Eliminations19,857 18,341 1,516 
Consolidated net interest income$828,981 $780,510 $48,471 %
Provision for credit losses:
Community Banking$(69,168)$207,168 $(276,336)NM
Specialty Finance606 5,872 (5,266)(90)%
Wealth Management — — — 
Total Operating Segments(68,562)213,040 (281,602)NM
Intersegment Eliminations — — — 
Consolidated provision for credit losses$(68,562)$213,040 $(281,602)NM
Non-interest income:
Community Banking$331,970 $347,697 $(15,727)(5)%
Specialty Finance69,999 64,548 5,451 
Wealth Management95,651 74,747 20,904 28 
Total Operating Segments497,620 486,992 10,628 
Intersegment Eliminations(45,267)(41,164)(4,103)10 
Consolidated non-interest income$452,353 $445,828 $6,525 %
Net revenue:
Community Banking$975,145 $957,013 $18,132 %
Specialty Finance212,751 194,129 18,622 10 
Wealth Management118,848 98,019 20,829 21 
Total Operating Segments1,306,744 1,249,161 57,583 
Intersegment Eliminations(25,410)(22,823)(2,587)11 
Consolidated net revenue$1,281,334 $1,226,338 $54,996 %
Segment profit:
Community Banking$263,343 $97,858 $165,485 NM
Specialty Finance77,955 74,680 3,275 %
Wealth Management26,096 19,248 6,848 36 
Consolidated net income$367,394 $191,786 $175,608 92 %
NM - Not meaningful

(14) 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
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fair value adjustments related to the Company'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 March 31,September 30, 2021, December 31, 2020 and March 31,September 30, 2020:
Derivative AssetsDerivative LiabilitiesDerivative AssetsDerivative Liabilities
(In thousands)(In thousands)March 31,
2021
December 31,
2020
March 31,
2020
March 31,
2021
December 31,
2020
March 31,
2020
(In thousands)September 30,
2021
December 31,
2020
September 30,
2020
September 30,
2021
December 31,
2020
September 30,
2020
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$50,420 $8,182 $$31,161 $39,715 $57,274 Interest rate derivatives designated as Cash Flow Hedges$37,529 $8,182 $— $18,054 $39,715 $49,110 
Interest rate derivatives designated as Fair Value HedgesInterest rate derivatives designated as Fair Value Hedges121 9,569 14,520 16,123 Interest rate derivatives designated as Fair Value Hedges839 — — 8,427 14,520 16,213 
Total derivatives designated as hedging instruments under ASC 815Total derivatives designated as hedging instruments under ASC 815$50,541 $8,182 $$40,730 $54,235 $73,397 Total derivatives designated as hedging instruments under ASC 815$38,368 $8,182 $— $26,481 $54,235 $65,323 
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$155,695 $221,205 $259,986 $155,361 $221,608 $256,193 Interest rate derivatives$130,947 $221,205 $253,238 $131,097 $221,608 $253,530 
Interest rate lock commitmentsInterest rate lock commitments44,313 48,925 39,816 1,342 1,105 Interest rate lock commitments16,795 48,925 68,201 753 — — 
Forward commitments to sell mortgage loansForward commitments to sell mortgage loans2,920 1,514 3,283 12,510 36,872 Forward commitments to sell mortgage loans5,260 — — 2,740 12,510 8,088 
Foreign exchange contractsForeign exchange contracts40 111 52 42 112 53 Foreign exchange contracts242 111 49 243 112 49 
Total derivatives not designated as hedging instruments under ASC 815Total derivatives not designated as hedging instruments under ASC 815$202,968 $270,241 $301,368 $160,028 $234,230 $294,223 Total derivatives not designated as hedging instruments under ASC 815$153,244 $270,241 $321,488 $134,833 $234,230 $261,667 
Total DerivativesTotal Derivatives$253,509 $278,423 $301,368 $200,758 $288,465 $367,620 Total Derivatives$191,612 $278,423 $321,488 $161,314 $288,465 $326,990 

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.

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As of March 31,September 30, 2021, the Company had 27 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 expense as interest payments are made on such variable rate deposits. The changes in fair value (net of tax) are separately disclosed in the Consolidated Statements of Comprehensive Income.
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The table below provides details on these cash flow hedges, summarized by derivative type and maturity, as of March 31,September 30, 2021:
March 31, 2021September 30, 2021
(In thousands)(In thousands)NotionalFair Value(In thousands)NotionalFair Value
Maturity DateMaturity DateAmountAsset (Liability)Maturity DateAmountAsset (Liability)
Interest Rate Swaps:Interest Rate Swaps:Interest Rate Swaps:
October 2021October 2021$25,000 $(286)October 2021$25,000 $(9)
November 2021November 202120,000 (287)November 202120,000 (65)
December 2021December 2021165,000 (2,614)December 2021165,000 (812)
March 2022March 2022500,000 (220)March 2022500,000 (110)
May 2022May 2022370,000 (7,884)May 2022370,000 (4,335)
June 2022June 2022160,000 (3,652)June 2022160,000 (2,156)
July 2022July 2022230,000 (5,359)July 2022230,000 (3,218)
August 2022August 2022235,000 (5,944)August 2022235,000 (3,795)
March 2023March 2023250,000 (300)March 2023250,000 (133)
April 2024April 2024250,000 598 April 2024250,000 784 
July 2027 (1)
July 2027 (1)
1,000,000 49,823 
July 2027 (1)
1,000,000 36,745 
Interest Rate Collars:Interest Rate Collars:Interest Rate Collars:
September 2023September 202396,429 (4,616)September 202385,714 (3,421)
Total Cash Flow HedgesTotal Cash Flow Hedges$3,301,429 $19,259 Total Cash Flow Hedges$3,290,714 $19,475 
(1)Interest rate swaps effective starting in July 2022.
A rollforward of the amounts in accumulated other comprehensive income or loss related to interest rate derivatives designated as cash flow hedges follows:
Three Months EndedThree Months EndedNine Months Ended
(In thousands)(In thousands)March 31,
2021
March 31,
2020
(In thousands)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Unrealized loss at beginning of period$(31,533)$(17,943)
Unrealized gain (loss) at beginning of periodUnrealized gain (loss) at beginning of period$10,471 $(59,503)$(31,533)$(17,943)
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 debentures6,696 1,090 Amount reclassified from accumulated other comprehensive income to interest expense on deposits, other borrowings and junior subordinated debentures6,780 5,667 20,342 12,208 
Amount of income (loss) recognized in other comprehensive incomeAmount of income (loss) recognized in other comprehensive income44,096 (39,783)Amount of income (loss) recognized in other comprehensive income2,224 4,726 30,666 (43,375)
Unrealized gain (loss) at end of periodUnrealized gain (loss) at end of period$19,259 $(56,636)Unrealized gain (loss) at end of period$19,475 $(49,110)$19,475 $(49,110)

As of March 31,September 30, 2021, the Company estimates that during the next twelve months $19.9$14.9 million will be reclassified from accumulated other comprehensive income or loss as an increase to interest expense.

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 March 31,September 30, 2021, the Company has 1715 interest rate swaps with an aggregate notional amount of $167.5$229.6 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 September 30, 2021.

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 March 31,September 30, 2021:
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March 31, 2021September 30, 2021
(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$175,605 $9,262 $(157)Interest rate swapsLoans, net of unearned income$162,775 $7,815 $(138)
Available-for-sale debt securities1,303 94 Available-for-sale debt securities1,229 84 — 

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
Location of (Loss)/Gain Recognized
in Income on Derivative
Three Months Ended
March 31, 2021
Interest rate swapsInterest and fees on loans$(13)
Interest income - investment securities
(In thousands)
Derivatives in Fair Value Hedging Relationships
Location of (Loss)/Gain Recognized
in Income on Derivative
Three Months EndedNine Months Ended
September 30, 2021September 30, 2021
Interest rate swapsInterest and fees on loans$31 $61 
Interest 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 March 31,September 30, 2021, the Company held interest rate caps with an aggregate 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 March 31,September 30, 2021, the Company had interest rate derivative transactions with an aggregate notional amount of approximately $9.0$9.2 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 AprilOctober 2021 to February 2045.

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 our 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 March 31,September 30, 2021, the Company had forward commitments to sell mortgage loans with an aggregate notional amount of approximately $2.3$1.3 billion and interest rate lock commitments with an aggregate notional amount of approximately $1.1 billion.$624.8 million. The fair values of these derivatives were
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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 March 31,September 30, 2021, the Company held foreign currency derivatives with an aggregate notional amount of approximately $3.8$19.3 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 fair value of these contracts are recognized as other non-interest income. There were 0no covered call options outstanding as of March 31,September 30, 2021, December 31, 2020 or March 31,September 30, 2020.

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 MarchSeptember 30, 2021, December 31, 2021.2020 or September 30, 2020.

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 Ended(In thousands)Three Months EndedNine Months Ended
DerivativeDerivativeLocation in income statementMarch 31,
2021
March 31,
2020
DerivativeLocation in income statementSeptember 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Interest rate swaps and capsInterest rate swaps and capsTrading gains (losses), net$428 $(428)Interest rate swaps and capsTrading gains (losses), net$55 $135 $(56)$(996)
Mortgage banking derivativesMortgage banking derivativesMortgage banking revenue(17,479)17,267 Mortgage banking derivativesMortgage banking revenue(4,201)11,202 (32,160)71,761 
Foreign exchange contractsForeign exchange contractsTrading gains (losses), net(5)(4)Foreign exchange contractsTrading (losses) gains, net(1)(9)(8)
Covered call optionsCovered call optionsFees from covered call options0 2,292 Covered call optionsFees from covered call options1,157 — 2,545 2,292 
Derivative contract held as economic hedge on MSRsDerivative contract held as economic hedge on MSRsMortgage banking revenue0 4,160 Derivative contract held as economic hedge on MSRsMortgage banking revenue —  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 March 31,September 30, 2021, 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 $131.4$115.7 million. 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 value and would
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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)March 31,
2021
December 31,
2020
March 31,
2020
March 31,
2021
December 31,
2020
March 31,
2020
(In thousands)September 30,
2021
December 31,
2020
September 30,
2020
September 30,
2021
December 31,
2020
September 30,
2020
Gross Amounts RecognizedGross Amounts Recognized$206,236 $229,387 $259,986 $196,091 $275,843 $329,590 Gross Amounts Recognized$169,315 $229,387 $253,238 $157,578 $275,843 $318,853 
Less: Amounts offset in the Statements of Financial ConditionLess: Amounts offset in the Statements of Financial Condition0 0 Less: Amounts offset in the Statements of Financial Condition — —  — — 
Net amount presented in the Statements of Financial ConditionNet amount presented in the Statements of Financial Condition$206,236 $229,387 $259,986 $196,091 $275,843 $329,590 Net amount presented in the Statements of Financial Condition$169,315 $229,387 $253,238 $157,578 $275,843 $318,853 
Gross amounts not offset in the Statements of Financial ConditionGross amounts not offset in the Statements of Financial ConditionGross amounts not offset in the Statements of Financial Condition
Offsetting Derivative PositionsOffsetting Derivative Positions(60,593)(8,647)(1,048)(60,593)(8,647)(1,048)Offsetting Derivative Positions(42,645)(8,647)(353)(42,645)(8,647)(353)
Collateral PostedCollateral Posted0 (125,818)(266,832)(328,542)Collateral Posted — — (110,440)(266,832)(318,071)
Net Credit ExposureNet Credit Exposure$145,643 $220,740 $258,938 $9,680 $364 $Net Credit Exposure$126,670 $220,740 $252,885 $4,493 $364 $429 

(15) 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 fair value 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
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observable market information is being used, versus unobservable inputs. Fair value measurements using 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 March 31,September 30, 2021, the Company classified $101.7$117.7 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 also classified $1.8 million of U.S. Government agency securities as Level 3 at March 31, 2021. 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" was assigned. In the firstthird quarter of 2021, 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 March 31,September 30, 2021 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. To determine the rating for the U.S. Government agency securities, the Investment Operations Department assigned a “AAA” rating as it is guaranteed by the U.S. government.

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

Loans held-for-investment—The fair value for loans in which the Company 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. The Company uses a discount rate based on the actual coupon rate of the underlying loan. At March 31,September 30, 2021, the Company classified $6.4$12.1 million of loans held-for-investment as Level 3. The weighted averageassumed discount rate used as an input to value these loans at March 31,September 30, 2021 was 2.38% with discount rates applied ranging from 2%-3%2.88%. 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 credit losses. The Company included a prepayments speed assumption of 12.99%12.77% at March 31,September 30, 2021. Prepayment speeds are inversely related to the fair value of these loans as an increase in prepayment speeds results in a decreased valuation. Additionally, the weighted average credit discount used as an input to value the specific loans was 0.26%0.51% with credit loss discount ranging from 0%-3% at March 31,September 30, 2021.

MSRs—Fair value for MSRs is determined utilizing a valuation model which calculates the fair value of each servicing rights 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, given current market conditions. At March 31,September 30, 2021, the Company classified $124.3$133.6 million of MSRs as Level 3. The weighted average discount rate used as an input to value the pool of MSRs at March 31,September 30, 2021 was 9.88%9.82% with discount rates applied ranging from 3%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% or a weighted average prepayment speed of 12.99%12.77%. Further, for current and delinquent loans, the Company assumed a weighted average cost of servicing of $76$75 and $354,$287, 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 8 - 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
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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 March 31,September 30, 2021, the Company classified $25.6$14.6 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 March 31,September 30, 2021 was 86% with pull-through rates applied ranging from 14%1% 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:
March 31, 2021September 30, 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$65,001 $65,001 $0 $0 U.S. Treasury$6,000 $6,000 $ $ 
U.S. Government agenciesU.S. Government agencies81,526 0 79,742 1,784 U.S. Government agencies53,275  53,275  
MunicipalMunicipal148,300 0 46,552 101,748 Municipal174,600  56,876 117,724 
Corporate notesCorporate notes92,349 0 92,349 0 Corporate notes99,118  99,118  
Mortgage-backedMortgage-backed2,043,573 0 2,043,573 0 Mortgage-backed2,040,485  2,040,485  
Trading account securitiesTrading account securities951 0 951 0 Trading account securities1,103  1,103  
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value90,338 82,272 8,066 0 Equity securities with readily determinable fair value88,193 80,127 8,066  
Mortgage loans held-for-saleMortgage loans held-for-sale1,260,193 0 1,260,193 0 Mortgage loans held-for-sale925,312  925,312  
Loans held-for-investmentLoans held-for-investment51,916 0 45,508 6,408 Loans held-for-investment30,979  18,847 12,132 
MSRsMSRs124,316 0 0 124,316 MSRs133,552   133,552 
Nonqualified deferred compensation assetsNonqualified deferred compensation assets15,891 0 15,891 0 Nonqualified deferred compensation assets15,797  15,797  
Derivative assetsDerivative assets253,509 0 227,875 25,634 Derivative assets191,612  177,000 14,612 
TotalTotal$4,227,863 $147,273 $3,820,700 $259,890 Total$3,760,026 $86,127 $3,395,879 $278,020 
Derivative liabilitiesDerivative liabilities$200,758 $0 $200,758 $0 Derivative liabilities$161,314 $ $161,314 $ 
 
December 31, 2020 December 31, 2020
(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 $$U.S. Treasury$304,971 $304,971 $— $— 
U.S. Government agenciesU.S. Government agencies84,513 82,547 1,966 U.S. Government agencies84,513 — 82,547 1,966 
MunicipalMunicipal146,910 37,034 109,876 Municipal146,910 — 37,034 109,876 
Corporate notesCorporate notes91,405 91,405 Corporate notes91,405 — 91,405 — 
Mortgage-backedMortgage-backed2,428,040 2,428,040 Mortgage-backed2,428,040 — 2,428,040 — 
Trading account securitiesTrading account securities671 671 Trading account securities671 — 671 — 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value90,862 82,796 8,066 Equity securities with readily determinable fair value90,862 82,796 8,066 — 
Mortgage loans held-for-saleMortgage loans held-for-sale1,272,090 1,272,090 Mortgage loans held-for-sale1,272,090 — 1,272,090 — 
Loans held-for-investmentLoans held-for-investment55,134 44,854 10,280 Loans held-for-investment55,134 — 44,854 10,280 
MSRsMSRs92,081 92,081 MSRs92,081 — — 92,081 
Nonqualified deferred compensation assetsNonqualified deferred compensation assets15,398 15,398 Nonqualified deferred compensation assets15,398 — 15,398 — 
Derivative assetsDerivative assets278,423 230,332 48,091 Derivative assets278,423 — 230,332 48,091 
TotalTotal$4,860,498 $387,767 $4,210,437 $262,294 Total$4,860,498 $387,767 $4,210,437 $262,294 
Derivative liabilitiesDerivative liabilities$288,465 $$288,465 $Derivative liabilities$288,465 $— $288,465 $— 

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March 31, 2020September 30, 2020
(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$121,670 $121,670 $$U.S. Treasury$280,108 $280,108 $— $— 
U.S. Government agenciesU.S. Government agencies368,643 366,186 2,457 U.S. Government agencies178,666 — 176,537 2,129 
MunicipalMunicipal146,609 33,342 113,267 Municipal154,195 — 34,724 119,471 
Corporate notesCorporate notes101,018 101,018 Corporate notes104,135 — 104,135 — 
Mortgage-backedMortgage-backed2,833,019 2,833,019 Mortgage-backed2,229,355 — 2,229,355 — 
Trading account securitiesTrading account securities2,257 2,257 Trading account securities1,720 — 1,720 — 
Equity securities with readily determinable fair valueEquity securities with readily determinable fair value47,310 39,244 8,066 Equity securities with readily determinable fair value54,398 46,332 8,066 — 
Mortgage loans held-for-saleMortgage loans held-for-sale656,934 656,934 Mortgage loans held-for-sale959,671 — 959,671 — 
Loans held-for-investmentLoans held-for-investment142,267 132,699 9,568 Loans held-for-investment253,515 — 240,902 12,613 
MSRsMSRs73,504 73,504 MSRs86,907 — — 86,907 
Nonqualified deferred compensation assetsNonqualified deferred compensation assets12,253 12,253 Nonqualified deferred compensation assets14,197 — 14,197 — 
Derivative assetsDerivative assets301,368 261,552 39,816 Derivative assets321,488 — 254,601 66,887 
TotalTotal$4,806,852 $160,914 $4,407,326 $238,612 Total$4,638,355 $326,440 $4,023,908 $288,007 
Derivative liabilitiesDerivative liabilities$367,620 $$367,620 $Derivative liabilities$326,990 $— $326,990 $— 

The aggregate remaining contractual principal balance outstanding as of March 31,September 30, 2021, December 31, 2020 and March 31,September 30, 2020 for mortgage loans held-for-sale measured at fair value under ASC 825 was $1.2 billion,$900.8 million, $1.2 billion and $618.7$927.1 million, respectively, while the aggregate fair value of mortgage loans held-for-sale was $1.3 billion,$925.3 million, $1.3 billion and $656.9$959.7 million, for the same respective periods, as shown in the above tables. There were $115.2$122.6 million of loans past due greater than 90 days and still accruing in the mortgage loans held-for-sale portfolio as of March��31,September 30, 2021 compared to $134.1 million as of December 31, 2020 and $358,000$27.3 million as of March 31,September 30, 2020. All of the loans past due greater than 90 days and still accruing as of March 31,September 30, 2021 were individual delinquent mortgage loans bought back from GNMA at the unconditional option of the Company as servicer for those loans.

The changes in Level 3 assets measured at fair value on a recurring basis during the three and nine months ended March 31,September 30, 2021 and 2020 are summarized as follows:
U.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assetsU.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assets
(In thousands)(In thousands)MunicipalDerivative assetsMunicipalU.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Balance at January 1, 2021$109,876 $1,966 $10,280 $92,081 $48,091 
Balance at July 1, 2021Balance at July 1, 2021$117,606 $ $11,007 $127,604 $22,570 
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 0 (530)32,235 (22,457)
Net income (1)
  54 5,948 (7,958)
Other comprehensive income (loss)Other comprehensive income (loss)(2,068)(24)0 0 0 Other comprehensive income (loss)(757)    
PurchasesPurchases0 0 0 0 0 Purchases875     
IssuancesIssuances0 0 0 0 0 Issuances     
SalesSales0 0 0 0 0 Sales     
SettlementsSettlements(6,060)(158)(3,918)0 0 Settlements  (588)  
Net transfers into/(out of) Level 3
Net transfers into/(out of) Level 3
0 0 576 0 0 
Net transfers into/(out of) Level 3
  1,659   
Balance at March 31, 2021$101,748 $1,784 $6,408 $124,316 $25,634 
Balance at September 30, 2021Balance at September 30, 2021$117,724 $ $12,132 $133,552 $14,612 
(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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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)
(78)(12,134)37,185 
Other comprehensive income (loss)(1,249)(32)
Purchases5,875 
Issuances
Sales
Settlements(3,309)(157)(96)
Net transfers into/(out of) Level 3122 
Balance at March 31, 2020$113,267 $2,457 $9,568 $73,504 $39,816 
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)
 (4)(309)41,471 (33,479)
Other comprehensive income (loss)(3,199)(24)   
Purchases19,038     
Issuances     
Sales     
Settlements(7,991)(1,938)(4,565)  
Net transfers into/(out of) Level 3
  6,726   
Balance at September 30, 2021$117,724 $ $12,132 $133,552 $14,612 
U.S. Government agenciesLoans held-for- investmentMortgage
servicing rights
Derivative assets
(In thousands)Municipal
Balance at July 1, 2020$117,255 $2,293 $13,953 $77,203 $58,433 
Total net gains (losses) included in:
Net income (1)
— — 47 9,704 8,454 
Other comprehensive income (loss)64 (7)— — — 
Purchases3,221 — — — — 
Issuances— — — — — 
Sales— — — — — 
Settlements(1,069)(157)(7,877)— — 
Net transfers into/(out of) Level 3— — 6,490 — — 
Balance at September 30, 2020$119,471 $2,129 $12,613 $86,907 $66,887 
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)
— — 169 1,269 64,256 
Other comprehensive income (loss)(1,731)(46)— — — 
Purchases16,093 — — — — 
Issuances— — — — — 
Sales— — — — — 
Settlements(6,841)(471)(9,337)— — 
Net transfers into/(out of) Level 3— — 12,161 — — 
Balance at September 30, 2020$119,471 $2,129 $12,613 $86,907 $66,887 
(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 nonrecurring 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 nonrecurring 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 March 31,September 30, 2021:
March 31, 2021Three Months Ended March 31, 2021
Fair Value Losses Recognized, net
September 30, 2021Three Months Ended September 30, 2021
Fair Value Losses Recognized, net
Nine Months Ended September 30, 2021
Fair Value Losses Recognized, net
(In thousands)(In thousands)TotalLevel 1Level 2Level 3(In thousands)TotalLevel 1Level 2Level 3Three Months Ended September 30, 2021
Fair Value Losses Recognized, net
Nine Months Ended September 30, 2021
Fair Value Losses Recognized, net
Individually assessed loans - foreclosure probable and collateral-dependentIndividually assessed loans - foreclosure probable and collateral-dependent$87,757 $$$87,757 $12,548 Individually assessed loans - foreclosure probable and collateral-dependent$78,653 $— $— $78,653 $1,425 $17,956 
Other real estate owned (1)
Other real estate owned (1)
15,813 15,813 170 
Other real estate owned (1)
13,845 — — 13,845 93 1,012 
TotalTotal$103,570 $$$103,570 $12,718 Total$92,498 $— $— $92,498 $1,518 $18,968 
(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'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 6 – Allowance for Credit Losses. At March 31,September 30, 2021, the Company had $124.4$109.0 million of individually assessed loans classified as Level 3. Of the $124.4$109.0 million of individually assessed loans, $87.8$78.7 million were measured at fair value based on the underlying collateral of the loan as shown in the table above. The remaining $36.6$30.3 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.

The Company’s Managed Assets Division is primarily responsible for the valuation of Level 3 inputs for other real estate owned. At March 31,September 30, 2021, the Company had $15.8$13.8 million of other real estate owned classified as Level 3. The unobservable
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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 March 31,September 30, 2021 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$101,748 Bond pricingEquivalent ratingBBB-AA+N/AIncrease
U.S. Government agencies1,784 Bond pricingEquivalent ratingAAAAAAIncrease
Loans held-for-investment6,408 Discounted cash flowsDiscount rate2%-3%2.38%Decrease
Credit discount0%-3%0.26%Decrease
Constant prepayment rate (CPR)12.99%12.99%Decrease
MSRs124,316 Discounted cash flowsDiscount rate3%-19%9.88%Decrease
Constant prepayment rate (CPR)6%-92%12.99%Decrease
Cost of servicing$70-$200$76Decrease
Cost of servicing - delinquent$200-$1,000$354Decrease
Derivatives25,634 Discounted cash flowsPull-through rate14%-100%86.39%Increase
Measured at fair value on a non-recurring basis:
Individually assessed loans - foreclosure probable and collateral-dependent$87,757 Appraisal valueAppraisal adjustment - cost of sale10%10.00%Decrease
Other real estate owned15,813 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$117,724 Bond pricingEquivalent ratingBBB-AA+N/AIncrease
Loans held-for-investment12,132 Discounted cash flowsDiscount rate2.88%2.88%Decrease
Credit discount0%-3%0.51%Decrease
Constant prepayment rate (CPR)12.77%12.77%Decrease
MSRs133,552 Discounted cash flowsDiscount rate7%-19%9.82%Decrease
Constant prepayment rate (CPR)6%-92%12.77%Decrease
Cost of servicing$70-$200$75Decrease
Cost of servicing - delinquent$200-$1,000$287Decrease
Derivatives14,612 Discounted cash flowsPull-through rate1%-100%86.28%Increase
Measured at fair value on a non-recurring basis:
Individually assessed loans - foreclosure probable and collateral-dependent$78,653 Appraisal valueAppraisal adjustment - cost of sale10%10.00%Decrease
Other real estate owned13,845 Appraisal valueAppraisal adjustment - cost of sale10%10.00%Decrease
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 March 31, 2021At December 31, 2020At March 31, 2020
CarryingFairCarryingFairCarryingFair
(In thousands)ValueValueValueValueValueValue
Financial Assets:
Cash and cash equivalents$426,377 $426,377 $322,474 $322,474 $349,427 $349,427 
Interest-bearing deposits with banks3,348,794 3,348,794 4,802,527 4,802,527 1,943,743 1,943,743 
Available-for-sale securities2,430,749 2,430,749 3,055,839 3,055,839 3,570,959 3,570,959 
Held-to-maturity securities2,166,419 2,121,065 579,138 593,767 865,376 879,192 
Trading account securities951 951 671 671 2,257 2,257 
Equity securities with readily determinable fair value90,338 90,338 90,862 90,862 47,310 47,310 
FHLB and FRB stock, at cost135,881 135,881 135,588 135,588 134,546 134,546 
Brokerage customer receivables19,056 19,056 17,436 17,436 16,293 16,293 
Mortgage loans held-for-sale, at fair value1,260,193 1,260,193 1,272,090 1,272,090 656,934 656,934 
Loans held-for-investment, at fair value51,916 51,916 55,134 55,134 142,267 142,267 
Loans held-for-investment, at amortized cost33,119,317 33,066,760 32,023,939 31,871,683 27,665,054 27,469,489 
Nonqualified deferred compensation assets15,891 15,891 15,398 15,398 12,253 12,253 
Derivative assets253,509 253,509 278,423 278,423 301,368 301,368 
Accrued interest receivable and other281,020 281,020 272,339 272,339 275,499 275,499 
Total financial assets$43,600,411 $43,502,500 $42,921,858 $42,784,231 $35,983,286 $35,801,537 
Financial Liabilities
Non-maturity deposits$33,061,502 $33,061,502 $32,116,023 $32,116,023 $26,071,881 $26,071,881 
Deposits with stated maturities4,811,150 4,801,257 4,976,628 4,969,849 5,389,779 5,394,523 
FHLB advances1,228,436 1,121,269 1,228,429 1,172,315 1,174,894 1,130,327 
Other borrowings516,877 516,877 518,928 518,928 487,503 487,503 
Subordinated notes436,595 458,832 436,506 473,093 436,179 487,745 
Junior subordinated debentures253,566 208,132 253,566 204,713 253,566 224,523 
Derivative liabilities200,758 200,758 288,465 288,465 367,620 367,620 
Accrued interest payable19,940 19,940 15,645 15,645 27,696 27,696 
Total financial liabilities$40,528,824 $40,388,567 $39,834,190 $39,759,031 $34,209,118 $34,191,818 

At September 30, 2021At December 31, 2020At September 30, 2020
CarryingFairCarryingFairCarryingFair
(In thousands)ValueValueValueValueValueValue
Financial Assets:
Cash and cash equivalents$462,299 $462,299 $322,474 $322,474 $308,695 $308,695 
Interest-bearing deposits with banks5,232,315 5,232,315 4,802,527 4,802,527 3,825,823 3,825,823 
Available-for-sale securities2,373,478 2,373,478 3,055,839 3,055,839 2,946,459 2,946,459 
Held-to-maturity securities2,736,722 2,699,480 579,138 593,767 560,267 575,947 
Trading account securities1,103 1,103 671 671 1,720 1,720 
Equity securities with readily determinable fair value88,193 88,193 90,862 90,862 54,398 54,398 
FHLB and FRB stock, at cost135,408 135,408 135,588 135,588 135,568 135,568 
Brokerage customer receivables26,378 26,378 17,436 17,436 16,818 16,818 
Mortgage loans held-for-sale, at fair value925,312 925,312 1,272,090 1,272,090 959,671 959,671 
Loans held-for-investment, at fair value30,979 30,979 55,134 55,134 253,515 253,515 
Loans held-for-investment, at amortized cost33,233,064 33,276,688 32,023,939 31,871,683 31,882,040 31,723,559 
Nonqualified deferred compensation assets15,797 15,797 15,398 15,398 14,197 14,197 
Derivative assets191,612 191,612 278,423 278,423 321,488 321,488 
Accrued interest receivable and other272,293 272,293 272,339 272,339 272,940 272,940 
Total financial assets$45,724,953 $45,731,335 $42,921,858 $42,784,231 $41,553,599 $41,410,798 
Financial Liabilities
Non-maturity deposits$35,822,012 $35,822,012 $32,116,023 $32,116,023 $30,778,127 $30,778,127 
Deposits with stated maturities4,130,546 4,124,199 4,976,628 4,969,849 5,066,295 5,063,732 
FHLB advances1,241,071 1,164,168 1,228,429 1,172,315 1,228,422 1,207,203 
Other borrowings504,527 504,527 518,928 518,928 507,395 507,395 
Subordinated notes436,811 474,171 436,506 473,093 436,385 473,825 
Junior subordinated debentures253,566 207,675 253,566 204,713 253,566 208,333 
Derivative liabilities161,314 161,314 288,465 288,465 326,990 326,990 
Accrued interest payable15,030 15,030 15,645 15,645 21,310 21,310 
Total financial liabilities$42,564,877 $42,473,096 $39,834,190 $39,759,031 $38,618,490 $38,586,915 

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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 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-sponsored agency securities and municipal bonds issued by various municipal government entities primarily located in the Chicago metropolitan area and southern Wisconsin. 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 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 scheduled cash flows through the estimated maturity using estimated market discount rates that reflect credit and interest rate
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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) Stock-Based Compensation Plans

In May 2015, the Company’s shareholders approved the 2015 Stock Incentive Plan (“the 2015 Plan”) which provides for the issuance of up to 5,485,000 shares of common stock. The 2015 Plan replaced the 2007 Stock Incentive Plan (“the 2007 Plan”) which replaced the 1997 Stock Incentive Plan (“the 1997 Plan”). The 2015 Plan, the 2007 Plan and the 1997 Plan are collectively referred to as “the Plans.” The 2015 Plan has substantially similar terms to the 2007 Plan and the 1997 Plan. 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 2015 Plan. All grants made after the approval of the 2015 Plan are made pursuant to the 2015 Plan. As of March 31,September 30, 2021, approximately 951,000976,000 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
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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 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 vestedtime-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 vestedtime-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 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 stock awards are entitled to receive, at no cost, the shares earned based on the achievement of the pre-established long-term goals.
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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 $2.9$3.2 million in the firstthird quarter of 2021 and $(2.8)$1.3 million in the firstthird quarter of 2020.2020, and $9.4 million and $(1.0) million in the 2021 and 2020 year-to-date periods, respectively.

A summary of the Company's stock option activity for the threenine months ended March 31,September 30, 2021 and March 31,September 30, 2020 is presented below:
Stock OptionsCommon
Shares
Weighted
Average
Strike Price
Remaining
Contractual
Term (1)
Intrinsic
Value (2)
(in thousands)
Outstanding at January 1, 2021520,663 $42.47 
Granted0 0 
Exercised(208,579)42.96 
Forfeited or canceled(590)46.86 
Outstanding at March 31, 2021311,494 $42.14 1.8$10,485 
Exercisable at March 31, 2021309,945 $42.11 1.8$10,441 
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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, 2020755,332 $42.43 
Outstanding at January 1, 2021Outstanding at January 1, 2021520,663 $42.47 
GrantedGrantedGranted  
ExercisedExercised(94,653)38.69 Exercised(245,286)43.05 
Forfeited or canceledForfeited or canceledForfeited or canceled(590)46.86 
Outstanding at March 31, 2020660,679 $42.97 2.5$
Exercisable at March 31, 2020650,456 $42.95 2.4$
Outstanding at September 30, 2021Outstanding at September 30, 2021274,787 $41.95 1.4$10,557 
Exercisable at September 30, 2021Exercisable at September 30, 2021273,238 $41.92 1.4$10,506 
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(104,703)38.71 
Forfeited or canceled(5,608)44.34 
Outstanding at September 30, 2020645,021 $43.02 1.9$52 
Exercisable at September 30, 2020637,120 $43.01 1.8$52 
(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'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.

The aggregate intrinsic value of options exercised during the threenine months ended March 31,September 30, 2021 and March 31,September 30, 2020, was $6.6$7.9 million and $2.7 million, respectively. Cash received from option exercises under the Plans for the threenine months ended March 31,September 30, 2021 and March 31,September 30, 2020 was $9.0$10.6 million and $3.7$4.1 million, respectively.

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A summary of the Plans' restricted share activity for the threenine months ended March 31,September 30, 2021 and March 31,September 30, 2020 is presented below:
Three months ended March 31, 2021Three months ended March 31, 2020Nine months ended September 30, 2021Nine months ended September 30, 2020
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 1234,794 $59.02 144,328 $60.37 
GrantedGranted257,189 62.79 99,963 64.10 Granted268,429 63.22 113,156 61.32 
Vested and issuedVested and issued(7,104)78.13 (9,633)75.69 Vested and issued(13,120)72.01 (13,917)77.77 
Forfeited or canceledForfeited or canceled(849)63.44 (3,538)81.89 Forfeited or canceled(12,624)63.55 (6,547)73.71 
Outstanding at March 31484,030 $60.73 231,120 $61.02 
Vested, but not issuable at March 3194,348 $52.21 92,244 $52.23 
Outstanding at September 30Outstanding at September 30477,479 $60.90 237,020 $59.43 
Vested, but not issuable at September 30Vested, but not issuable at September 3095,215 $52.39 93,514 $52.08 

A summary of the Plans' performance-based stock award activity, based on the target level of the awards, for the threenine months ended March 31,September 30, 2021 and March 31,September 30, 2020 is presented below:
Three months ended March 31, 2021Three months ended March 31, 2020Nine months ended September 30, 2021Nine months ended September 30, 2020
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 1482,608 $71.15 465,515 $74.37 
GrantedGranted206,465 58.85 166,547 64.10 Granted208,732 58.97 169,864 63.62 
Added by performance factor at vestingAdded by performance factor at vesting0 0 48,831 72.59 Added by performance factor at vesting  48,831 72.59 
Vested and issuedVested and issued0 0 (180,596)72.59 Vested and issued  (180,789)72.59 
Expired, canceled or forfeitedExpired, canceled or forfeited(125,622)87.88 (6,071)73.66 Expired, canceled or forfeited(132,998)86.51 (18,727)72.66 
Outstanding at March 31563,451 $62.91 494,226 $71.39 
Vested, but deferred at March 3134,748 $43.28 34,166 $43.27 
Outstanding at September 30Outstanding at September 30558,342 $62.94 484,694 $71.15 
Vested, but deferred at September 30Vested, but deferred at September 3035,040 $43.53 34,441 $43.07 





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(17) Shareholders’ Equity and Earnings Per Share

Series D Preferred Stock

In June 2015, the Company issued and sold 5,000,000 shares of fixed-to-floating 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 on October 15, 2020.

Other

At the January 2021 Board of Directors meeting, a quarterly cash dividend of $0.31 per share ($1.24 on an annualized basis) was declared. It was paid on February 25, 2021 to shareholders of record as of February 11, 2021. At the April 2021 Board of Directors meeting, a quarterly cash dividend of $0.31 per share ($1.24 on an annualized basis) was declared. It was paid on May 20, 2021 to shareholders of record as of May 6, 2021. At the July 2021 Board of Directors meeting, a quarterly cash dividend of $0.31 per share ($1.24 on an annualized basis) was declared. It was paid on August 19, 2021 to shareholders of record as of August 5, 2021.


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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 (Losses) Gains on
Derivative
Instruments
Accumulated
Foreign
Currency
Translation
Adjustments
Total
Accumulated
Other
Comprehensive
Income (Loss)
Balance at January 1, 2021$70,737 $(23,090)$(32,265)$15,382 
Other comprehensive (loss) income during the period, net of tax, before reclassifications(44,519)32,345 2,180 (9,994)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(154)4,912 0 4,758 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(42)0 0 (42)
Net other comprehensive (loss) income during the period, net of tax$(44,715)$37,257 $2,180 $(5,278)
Balance at March 31, 2021$26,022 $14,167 $(30,085)$10,104 
Balance at January 1, 2020$14,982 $(13,141)$(36,519)$(34,678)
Other comprehensive income (loss) during the period, net of tax, before reclassifications67,007 (29,170)(11,145)26,692 
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(359)799 440 
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(57)(57)
Net other comprehensive income (loss) during the period, net of tax$66,591 $(28,371)$(11,145)$27,075 
Balance at March 31, 2020$81,573 $(41,512)$(47,664)$(7,603)
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 July 1, 2021$30,189 $7,720 $(27,776)$10,133 
Other comprehensive (loss) income during the period, net of tax, before reclassifications(10,374)1,631 (4,650)(13,393)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(256)4,973  4,717 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(40)  (40)
Net other comprehensive (loss) income during the period, net of tax$(10,670)$6,604 $(4,650)$(8,716)
Balance at September 30, 2021$19,519 $14,324 $(32,426)$1,417 
Balance at January 1, 2021$70,737 $(23,090)$(32,265)$15,382 
Other comprehensive (loss) income during the period, net of tax, before reclassifications(50,265)22,493 (161)(27,933)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(837)14,921  14,084 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(116)  (116)
Net other comprehensive (loss) income during the period, net of tax$(51,218)$37,414 $(161)$(13,965)
Balance at September 30, 2021$19,519 $14,324 $(32,426)$1,417 
Balance at July 1, 2020$85,506 $(43,606)$(42,497)$(597)
Other comprehensive (loss) income during the period, net of tax, before reclassifications(10,682)3,466 2,891 (4,325)
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(36)4,157 — 4,121 
Amount reclassified from accumulated other comprehensive income (loss) related to amortization of unrealized gains on investment securities transferred to held-to-maturity from available-for-sale, net of tax(40)— — (40)
Net other comprehensive (loss) income during the period, net of tax$(10,758)$7,623 $2,891 $(244)
Balance at September 30, 2020$74,748 $(35,983)$(39,606)$(841)
Balance at January 1, 2020$14,982 $(13,141)$(36,519)$(34,678)
Other comprehensive income (loss) during the period, net of tax, before reclassifications60,043 (31,796)(3,087)25,160 
Amount reclassified from accumulated other comprehensive income (loss) into net income, net of tax(146)8,954 — 8,808 
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(131)— — (131)
Net other comprehensive income (loss) during the period, net of tax$59,766 $(22,842)$(3,087)$33,837 
Balance at September 30, 2020$74,748 $(35,983)$(39,606)$(841)

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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 EndedImpacted Line on the
Consolidated Statements of Income
Details Regarding the Component of Accumulated Other Comprehensive Income (Loss)Three Months EndedNine Months EndedImpacted Line on the
Consolidated Statements of Income
March 31,September 30,September 30,
20212020Details Regarding the Component of Accumulated Other Comprehensive Income (Loss)202120202021Impacted Line on the
Consolidated Statements of Income
Accumulated unrealized gains on securitiesAccumulated unrealized gains on securities
Gains included in net incomeGains included in net income$210 $491 Gains (losses) on investment securities, net$350 $50 $1,144 $200 
210 491 Income before taxes350 50 1,144 200 Income before taxes
Tax effectTax effect(56)(132)Income tax expenseTax effect(94)(14)(307)(54)Income tax expense
Net of taxNet of tax$154 $359 Net incomeNet of tax$256 $36 $837 $146 Net income
Accumulated unrealized gains on derivative instrumentsAccumulated unrealized gains on derivative instrumentsAccumulated unrealized gains on derivative instruments
Amount reclassified to interest expense on depositsAmount reclassified to interest expense on deposits$4,897 $559 Interest on depositsAmount reclassified to interest expense on deposits$4,947 $3,884 $14,898 $8,806 Interest on deposits
Amount reclassified to interest expense on other borrowingsAmount reclassified to interest expense on other borrowings669 292 Interest on other borrowingsAmount reclassified to interest expense on other borrowings636 740 1,958 1,458 Interest on other borrowings
Amount reclassified to interest expense on junior subordinated debenturesAmount reclassified to interest expense on junior subordinated debentures1,130 239 Interest on junior subordinated debenturesAmount reclassified to interest expense on junior subordinated debentures1,197 1043 3,486 1944 Interest on junior subordinated debentures
(6,696)(1,090)Income before taxes(6,780)(5,667)(20,342)(12,208)Income before taxes
Tax effectTax effect1,784 291 Income tax expenseTax effect1,807 1,510 5,421 3,254 Income tax expense
Net of taxNet of tax$(4,912)$(799)Net incomeNet of tax$(4,973)$(4,157)$(14,921)$(8,954)Net income

Earnings per Share

The following table shows the computation of basic and diluted earnings per share for the periods indicated:
Three Months EndedThree Months EndedNine Months Ended
(In thousands, except per share data)(In thousands, except per share data)March 31,
2021
March 31,
2020
(In thousands, except per share data)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Net incomeNet income$153,148 $62,812 Net income$109,137 $107,315 $367,394 $191,786 
Less: Preferred stock dividendsLess: Preferred stock dividends6,991 2,050 Less: Preferred stock dividends6,991 10,286 20,973 14,386 
Net income applicable to common sharesNet income applicable to common shares(A)$146,157 $60,762 Net income applicable to common shares(A)$102,146 $97,029 $346,421 $177,400 
Weighted average common shares outstandingWeighted average common shares outstanding(B)56,904 57,620 Weighted average common shares outstanding(B)57,000 57,597 56,985 57,595 
Effect of dilutive potential common sharesEffect of dilutive potential common sharesEffect of dilutive potential common shares
Common stock equivalentsCommon stock equivalents681 575 Common stock equivalents753 449 728 469 
Weighted average common shares and effect of dilutive potential common sharesWeighted average common shares and effect of dilutive potential common shares(C)57,585 58,195 Weighted average common shares and effect of dilutive potential common shares(C)57,753 58,046 57,713 58,064 
Net income per common share:Net income per common share:Net income per common share:
BasicBasic(A/B)$2.57 $1.05 Basic(A/B)$1.79 $1.68 $6.08 $3.08 
DilutedDiluted(A/C)$2.54 $1.04 Diluted(A/C)$1.77 $1.67 $6.00 $3.06 

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 would reduce the loss per share or increase the income per share.

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(18) Subsequent Events

On April 23,November 1, 2021 the Company and Greenwoods Financial Group, Inc., the parent company of The Greenwood’s State Bank (“Greenwoods”), announced the closing of the previously announced branchthat it had agreed to purchase and assumption transaction for 3 southwestern Wisconsin branch locations of Town Bank, N.A., the Company’s wholly-owned subsidiary. The 3 branches subject to the transaction are located in Albany, Darlington and Monroe, Wisconsin. Through this transaction, Greenwoods assumed approximately $77.4$570 million of deposits and acquiredloans from the branch facilities and various other assets.Allstate Corporation. The loan portfolio is comprised of approximately 1,800 loans to Allstate agents nationally.


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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" or the "Company") as of March 31,September 30, 2021 compared with December 31, 2020 and March 31,September 30, 2020, and the results of operations for the three and nine month period ended March 31,September 30, 2021 and March 31,September 30, 2020, 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 ("2020 Form 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 place 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 vaccines are now being widely distributed, the COVID-19 pandemic, including the emergence of variant strains of the virus, may continue to impact the Company's future results.

The 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. At present, however, the majority of the Company’s workforce continues to work remotely on a nearly daily basis.

On 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 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 March 31,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 $143.1$146.0 million to be recognized over the life of the PPP loanloans 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 March 31,September 30, 2021, loans totaling approximately $253.7$72.0 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 taken a number of actions to help ensure that it has 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 believe the Company currently has adequate liquidity and capital to effectively manage through the COVID-19 pandemic. However, we will continue to prudently evaluate available liquidity sources if necessary.

We continue to monitor the impact of COVID-19 closely; however, the extent to which the COVID-19 pandemic 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.

FirstThird Quarter Highlights

The Company recorded net income of $153.1$109.1 million for the firstthird quarter of 2021 compared to $62.8$107.3 million in the firstthird quarter of 2020. The results for the firstthird quarter of 2021 demonstrate continued momentum on our operating strengths, including strongsignificant organic loan and deposit growth driven bydespite significant payoffs through forgiveness within the Company's continued participation in theCompany’s PPP stableportfolio, increased net interest income despite the current interest rate environment, significant production by the Company's mortgage banking business,as a result of growth in earning assets, record wealth management revenue and a release of credit reserves attributable to positive changes in the macroeconomic forecasts in addition to improvement in portfolio characteristics.characteristics, partially offset by lower production by the Company’s mortgage banking business.

The Company increased its loan portfolio from $27.8$32.1 billion at March 31,September 30, 2020 and $32.1 billion at December 31, 2020 to $33.2$33.3 billion at March 31,September 30, 2021. The increase in the current period compared to the prior periods was primarily a result of the Company’s participation in PPP lending as well asorganic growth in several portfolios, including the commercial, industrial and other (excluding PPP loans), commercial real estate, residential real estate loans held for investment, commercial 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 5 - Loans of the Consolidated Financial Statements in Item 1 of this report.

The Company recorded net interest income of $261.9$287.5 million in the firstthird quarter of 2021 compared to $261.4$255.9 million in the firstthird quarter of 2020. This slight increase in net interest income recorded in the firstthird quarter of 2021 compared to the firstthird quarter of 2020 resulted primarily from growth in earning assets, specifically a $5.5$1.4 billion increase in average loans. The increase in average earnings assets was partially offset byand runoff of higher rate deposits resulted in a reducedstabilized net interest margin between periods. Net interest margin of 2.53% (2.54%2.58% (2.59% on a fully taxable-equivalent basis, non-GAAP) in the firstthird quarter of 2021 compared favorably to 3.12% (3.14%2.56% (2.57% on a fully taxable-equivalent basis, non-GAAP) in the firstthird quarter of 2020, was primarily due to lower rates on earning assets in the first quarter of 2021deposits from the declining interest rate environment (see "Net Interest Income" for further detail).

Non-interest income totaled $186.5$136.5 million in the firstthird quarter of 2021 compared to $113.2$170.6 million in the firstthird quarter of 2020. This increasedecrease was primarily the result of higherlower mortgage banking revenue (see “Non-Interest Income” for further detail).

Non-interest expense totaled $286.9$282.1 million in the firstthird quarter of 2021, increasing $52.2$17.9 million, or 22%7%, compared to the firstthird quarter of 2020. The increase compared to the firstthird quarter of 2020 was primarily attributable to higher expenses associated with the Company's long term incentive programsalaries and higher commissions related to its mortgage business due toemployee benefits, increased origination volumesoftware and equipment costs, and greater advertising and marketing expense (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 firstthird quarter of 2021, 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 March 31,September 30, 2021, the Company had approximately $3.8$5.7 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 nine months ended March 31,September 30, 2021, 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)March 31,
2021
March 31,
2020
Percentage (%) or
Basis Point (bp) Change
(Dollars in thousands, except per share data)September 30,
2021
September 30,
2020
Percentage (%) or
Basis Point (bp) Change
Net incomeNet income$153,148 $62,812 144 %Net income$109,137 $107,315 %
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)
161,512 140,044 15 
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)
141,826 162,310 (13)
Net income per common share—DilutedNet income per common share—Diluted2.54 1.04 144 Net income per common share—Diluted1.77 1.67 
Net revenue (1)
Net revenue (1)
448,401 374,685 20 
Net revenue (1)
423,970 426,529 (1)
Net interest incomeNet interest income261,895 261,443 — Net interest income287,496 255,936 12 
Net interest marginNet interest margin2.53 %3.12 %(59)bpsNet interest margin2.58 %2.56 %bps
Net interest margin - fully taxable-equivalent (non-GAAP) (2)
Net interest margin - fully taxable-equivalent (non-GAAP) (2)
2.54 3.14 (60)
Net interest margin - fully taxable-equivalent (non-GAAP) (2)
2.59 2.57 
Net overhead ratio (3)
Net overhead ratio (3)
0.90 1.33 (43)
Net overhead ratio (3)
1.22 0.87 35 
Return on average assetsReturn on average assets1.38 0.69 69 Return on average assets0.92 0.99 (7)
Return on average common equityReturn on average common equity15.80 6.82 898 Return on average common equity10.31 10.66 (35)
Return on average tangible common equity (non-GAAP) (2)
Return on average tangible common equity (non-GAAP) (2)
19.49 8.73 1,076 
Return on average tangible common equity (non-GAAP) (2)
12.62 13.43 (81)
Nine months ended
(Dollars in thousands, except per share data)(Dollars in thousands, except per share data)September 30,
2021
September 30,
2020
Percentage (%) or
Basis Point (bp) Change
Net incomeNet income$367,394 $191,786 92   %
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)
Pre-tax income, excluding provision for credit losses (non-GAAP) (2)
432,189 468,110 (8)
Net income per common share—DilutedNet income per common share—Diluted6.00 3.06 96 
Net revenue (1)
Net revenue (1)
1,281,334 1,226,338 
Net interest incomeNet interest income828,981 780,510 
Net interest marginNet interest margin2.58 %2.79 %(21)bps
Net interest margin - fully taxable equivalent (non-GAAP) (2)
Net interest margin - fully taxable equivalent (non-GAAP) (2)
2.59 %2.80 %(21)
Net overhead ratio (3)
Net overhead ratio (3)
1.15 %1.03 %12 
Return on average assetsReturn on average assets1.07 %0.63 %44 
Return on average common equityReturn on average common equity12.05 %6.56 %549 
Return on average tangible common equity (non-GAAP) (2)
Return on average tangible common equity (non-GAAP) (2)
14.82 %8.38 %644 
At end of periodAt end of periodAt end of period
Total assetsTotal assets$45,682,202 $38,799,847 18 %Total assets$47,832,271 $43,731,718 %
Total loans, excluding loans held-for-saleTotal loans, excluding loans held-for-sale33,171,233 27,807,321 19 Total loans, excluding loans held-for-sale33,264,043 32,135,555 
Total loans, including loans held-for-saleTotal loans, including loans held-for-sale34,431,426 28,464,255 21 Total loans, including loans held-for-sale34,189,355 33,095,226 
Total depositsTotal deposits37,872,652 31,461,660 20 Total deposits39,952,558 35,844,422 11 
Total shareholders’ equityTotal shareholders’ equity4,252,511 3,700,393 15 Total shareholders’ equity4,410,317 4,074,089 
Book value per common share (2)
Book value per common share (2)
$67.34 $62.13 
Book value per common share (2)
$70.19 $63.57 10 
Tangible common book value per share (2)
Tangible common book value per share (2)
55.42 50.18 10 
Tangible common book value per share (2)
58.32 51.70 13 
Market price per common shareMarket price per common share75.80 32.86 131 Market price per common share80.37 40.05 101 
Allowance for loan and unfunded lending-related commitment losses to total loansAllowance for loan and unfunded lending-related commitment losses to total loans0.97 %0.91 %6 bpsAllowance for loan and unfunded lending-related commitment losses to total loans0.89 %1.21 %(32)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.
(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 and pre-tax income, excluding provision for credit losses. 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 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, as a useful measurementsmeasurement 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 EndedThree Months EndedNine Months Ended
March 31,March 31, September 30,June 30,September 30,September 30,September 30,
(Dollars and shares in thousands)(Dollars and shares in thousands)20212020(Dollars and shares in thousands)20212021202020212020
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)$305,469 $344,067 (A) Interest Income (GAAP)$322,457 $319,579 $311,156 $947,505 $985,039 
Taxable-equivalent adjustment:Taxable-equivalent adjustment:Taxable-equivalent adjustment:
- Loans - Loans384 860  - Loans411 415 481 1,210 1,917 
- Liquidity management assets - Liquidity management assets500 551  - Liquidity management assets492 494 546 1,486 1,635 
- Other earning assets - Other earning assets  - Other earning assets —  
(B) Interest Income (non-GAAP)(B) Interest Income (non-GAAP)$306,353 $345,480 (B) Interest Income (non-GAAP)$323,360 $320,488 $312,184 $950,201 $988,597 
(C) Interest Expense (GAAP)(C) Interest Expense (GAAP)43,574 82,624 (C) Interest Expense (GAAP)34,961 39,989 55,220 118,524 204,529 
(D) Net Interest Income (GAAP) (A minus C)(D) Net Interest Income (GAAP) (A minus C)261,895 261,443 (D) Net Interest Income (GAAP) (A minus C)$287,496 $279,590 $255,936 $828,981 $780,510 
(E) Net Interest Income, fully taxable-equivalent (non-GAAP) (B minus C)(E) Net Interest Income, fully taxable-equivalent (non-GAAP) (B minus C)262,779 262,856 (E) Net Interest Income, fully taxable-equivalent (non-GAAP) (B minus C)$288,399 $280,499 $256,964 $831,677 $784,068 
Net interest margin (GAAP)Net interest margin (GAAP)2.53 %3.12 %Net interest margin (GAAP)2.58 %2.62 %2.56 %2.58 %2.79 %
Net interest margin, fully taxable-equivalent (non-GAAP)Net interest margin, fully taxable-equivalent (non-GAAP)2.54 3.14 Net interest margin, fully taxable-equivalent (non-GAAP)2.59 2.63 2.57 2.59 2.80 
(F) Non-interest income(F) Non-interest income$186,506 $113,242 (F) Non-interest income$136,474 $129,373 $170,593 $452,353 $445,828 
(G) Gains (losses) on investment securities, net1,154 (4,359)
(G) (Losses) gains on investment securities, net(G) (Losses) gains on investment securities, net(2,431)1,285 411 8 (3,140)
(H) Non-interest expense(H) Non-interest expense286,889 234,641 (H) Non-interest expense282,144 280,112 264,219 849,145 758,228 
Efficiency ratio (H/(D+F-G))Efficiency ratio (H/(D+F-G))64.15 %61.90 %Efficiency ratio (H/(D+F-G))66.17 %68.71 %62.01 %66.27 %61.67 %
Efficiency ratio (non-GAAP) (H/(E+F-G))Efficiency ratio (non-GAAP) (H/(E+F-G))64.02 %61.67 %Efficiency ratio (non-GAAP) (H/(E+F-G))66.03 68.56 61.86 66.13 61.49 
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)$4,252,511 $3,700,393 Total shareholders’ equity (GAAP)$4,410,317 $4,339,011 $4,074,089 
Less: Non-convertible preferred stock (GAAP)Less: Non-convertible preferred stock (GAAP)(412,500)(125,000)Less: Non-convertible preferred stock (GAAP)(412,500)(412,500)(412,500)
Less: Intangible assets (GAAP)Less: Intangible assets (GAAP)(680,052)(687,626)Less: Intangible assets (GAAP)(675,910)(678,333)(683,314)
(I) Total tangible common shareholders’ equity (non-GAAP)(I) Total tangible common shareholders’ equity (non-GAAP)$3,159,959 $2,887,767 (I) Total tangible common shareholders’ equity (non-GAAP)$3,321,907 $3,248,178 $2,978,275 
(J) Total assets (GAAP)(J) Total assets (GAAP)$45,682,202 $38,799,847 (J) Total assets (GAAP)$47,832,271 $46,738,450 $43,731,718 
Less: Intangible assets (GAAP)Less: Intangible assets (GAAP)(680,052)(687,626)Less: Intangible assets (GAAP)(675,910)(678,333)(683,314)
(K) Total tangible assets (non-GAAP)(K) Total tangible assets (non-GAAP)$45,002,150 $38,112,221 (K) Total tangible assets (non-GAAP)$47,156,361 $46,060,117 $43,048,404 
Common equity to assets ratio (GAAP) (L/J)Common equity to assets ratio (GAAP) (L/J)8.4 %9.2 %Common equity to assets ratio (GAAP) (L/J)8.4 %8.4 %8.4 %
Tangible common equity ratio (non-GAAP) (I/K)Tangible common equity ratio (non-GAAP) (I/K)7.0 %7.6 %Tangible common equity ratio (non-GAAP) (I/K)7.0 7.1 6.9 
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$4,252,511 $3,700,393 Total shareholders’ equity$4,410,317 $4,339,011 $4,074,089 
Less: Preferred stockLess: Preferred stock(412,500)(125,000)Less: Preferred stock(412,500)(412,500)(412,500)
(L) Total common equity(L) Total common equity$3,840,011 $3,575,393 (L) Total common equity$3,997,817 $3,926,511 $3,661,589 
(M) Actual common shares outstanding(M) Actual common shares outstanding57,023 57,545 (M) Actual common shares outstanding56,956 57,067 57,602 
Book value per common share (L/M)Book value per common share (L/M)$67.34 $62.13 Book value per common share (L/M)$70.19 $68.81 $63.57 
Tangible book value per common share (non-GAAP) (I/M)Tangible book value per common share (non-GAAP) (I/M)$55.42 $50.18 Tangible book value per common share (non-GAAP) (I/M)58.32 56.92 51.70 
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$146,157 $60,762 (N) Net income applicable to common shares$102,146 $98,118 $97,029 $346,421 $177,400 
Add: Intangible asset amortizationAdd: Intangible asset amortization2,007 2,863 Add: Intangible asset amortization1,877 2,039 2,701 5,923 8,384 
Less: Tax effect of intangible asset amortizationLess: Tax effect of intangible asset amortization(522)(799)Less: Tax effect of intangible asset amortization(509)(553)(589)(1,576)(2,079)
After-tax intangible asset amortizationAfter-tax intangible asset amortization$1,485 $2,064 After-tax intangible asset amortization$1,368 $1,486 $2,112 $4,347 $6,305 
(O) Tangible net income applicable to common shares (non-GAAP)(O) Tangible net income applicable to common shares (non-GAAP)147,642 62,826 (O) Tangible net income applicable to common shares (non-GAAP)$103,514 $99,604 $99,141 $350,768 $183,705 
Total average shareholders' equityTotal average shareholders' equity4,164,890 3,710,169 Total average shareholders' equity$4,343,915 $4,256,778 $4,034,902 $4,255,851 $3,885,187 
Less: Average preferred stockLess: Average preferred stock(412,500)(125,000)Less: Average preferred stock(412,500)(412,500)(412,500)(412,500)(270,849)
(P) Total average common shareholders' equity(P) Total average common shareholders' equity$3,752,390 $3,585,169 (P) Total average common shareholders' equity$3,931,415 $3,844,278 $3,622,402 $3,843,351 $3,614,338 
Less: Average intangible assetsLess: Average intangible assets(680,805)(690,777)Less: Average intangible assets(677,201)(679,535)(684,717)(679,167)(687,331)
(Q) Total average tangible common shareholders’ equity (non-GAAP)(Q) Total average tangible common shareholders’ equity (non-GAAP)$3,071,585 $2,894,392 (Q) Total average tangible common shareholders’ equity (non-GAAP)$3,254,214 $3,164,743 $2,937,685 $3,164,184 $2,927,007 
Return on average common equity, annualized (N/P)Return on average common equity, annualized (N/P)15.80 %6.82 %Return on average common equity, annualized (N/P)10.31 %10.24 %10.66 %12.05 %6.56 %
Return on average tangible common equity, annualized (non-GAAP) (O/Q)Return on average tangible common equity, annualized (non-GAAP) (O/Q)19.49 8.73 Return on average tangible common equity, annualized (non-GAAP) (O/Q)12.62 12.62 13.43 14.82 8.38 
Reconciliation of Non-GAAP Pre-Tax, Pre-Provision Income:Reconciliation of Non-GAAP Pre-Tax, Pre-Provision Income:Reconciliation of Non-GAAP Pre-Tax, Pre-Provision Income:
Income before taxesIncome before taxes$206,859 $87,083 Income before taxes$149,742 $144,150 $137,284 $500,751 $255,070 
Add: Provision for credit lossesAdd: Provision for credit losses(45,347)52,961 Add: Provision for credit losses(7,916)(15,299)25,026 (68,562)213,040 
Pre-tax income, excluding provision for credit losses (non-GAAP)Pre-tax income, excluding provision for credit losses (non-GAAP)$161,512 $140,044 Pre-tax income, excluding provision for credit losses (non-GAAP)$141,826 $128,851 $162,310 $432,189 $468,110 

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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” beginning on page 59 of the Company’s 2020 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'sCompany’s financial results. 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.

Net Income

Net income for the quarter ended March 31,September 30, 2021 totaled $153.1$109.1 million, an increase of $90.3$1.8 million, or 144%2%, compared to the quarter ended March 31,September 30, 2020. On a per share basis, net income for the firstthird quarter of 2021 totaled $2.54$1.77 per diluted common share compared to $1.04$1.67 for the firstthird quarter of 2020.

The increase in net income for the firstthird quarter of 2021 as compared to the same period in the prior year is primarily attributable to increased mortgage banking revenue, a release of credit reserves attributable to positive changes in the Company’s macroeconomic forecasts in addition to improvement in portfolio characteristics and higher net interest income, partially offset by decreased mortgage banking revenue as well as increased salaries and employee benefits expense.and other expenses related to continued investment in the Company’s growth. See "Net Interest Income", "Non-interest Income", "Non-interest Expense" and "Loan Portfolio and Asset 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 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 March 31,September 30, 2021 compared to the Quarters Ended December 31, 2020June 30, 2021 and March 31,September 30, 2020

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 equivalent basis, for the firstthird quarter of 2021 as compared to the fourthsecond quarter of 20202021 (sequential quarters) and firstthird quarter of 2020 (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)Mar 31,
2021
Dec 31,
2020
Mar 31,
2020
Mar 31,
2021
Dec 31,
2020
Mar 31,
2020
Mar 31,
2021
Dec 31,
2020
Mar 31,
2020
(Dollars in thousands)Sep 30,
2021
Jun 30,
2021
Sep 30,
2020
Sep 30,
2021
Jun 30,
2021
Sep 30,
2020
Sep 30,
2021
Jun 30,
2021
Sep 30,
2020
Interest-bearing deposits with banks and cash equivalents(1)
Interest-bearing deposits with banks and cash equivalents(1)
$4,230,886 $4,381,040 $1,418,809 $1,199 $1,294 $4,854 0.11 %0.12 %1.38 %
Interest-bearing deposits with banks and cash equivalents(1)
$5,112,720 $3,844,355 $3,411,164 $2,000 $1,153 $1,181 0.16 %0.12 %0.14 %
Investment securities (2)
Investment securities (2)
3,944,676 3,534,594 4,780,709 19,764 18,773 33,018 2.03 2.11 2.78 
Investment securities (2)
5,065,593 4,771,403 3,789,422 25,681 24,117 22,365 2.01 2.03 2.35 
FHLB and FRB stockFHLB and FRB stock135,758 135,569 114,829 1,745 1,775 1,577 5.21 5.21 5.52 FHLB and FRB stock136,001 136,324 135,567 1,777 1,769 1,774 5.18 5.20 5.21 
Liquidity management assets(3)(8)
Liquidity management assets(3)(8)
$8,311,320 $8,051,203 $6,314,347 $22,708 $21,842 $39,449 1.11 %1.08 %2.51 %
Liquidity management assets(3)(8)
$10,314,314 $8,752,082 $7,336,153 $29,458 $27,039 $25,320 1.13 %1.24 %1.37 %
Other earning assets(3)(4)(8)
Other earning assets(3)(4)(8)
20,370 18,716 19,166 125 130 167 2.50 2.79 3.50 
Other earning assets(3)(4)(8)
28,238 23,354 16,656 188 150 113 2.64 2.59 2.71 
Mortgage loans held-for-saleMortgage loans held-for-sale1,151,848 893,395 403,262 9,036 6,357 3,165 3.18 2.83 3.16 Mortgage loans held-for-sale871,824 991,011 822,908 7,716 8,183 5,791 3.51 3.31 2.80 
Loans, net of unearned
income(3)(5)(8)
Loans, net of unearned
income(3)(5)(8)
32,442,927 31,783,279 26,936,728 274,484 280,509 302,699 3.43 3.51 4.52 
Loans, net of unearned
income(3)(5)(8)
32,985,445 33,085,174 31,634,608 285,998 285,116 280,960 3.44 3.46 3.53 
Total earning assets(8)
Total earning assets(8)
$41,926,465 $40,746,593 $33,673,503 $306,353 $308,838 $345,480 2.96 %3.02 %4.13 %
Total earning assets(8)
$44,199,821 $42,851,621 $39,810,325 $323,360 $320,488 $312,184 2.90 %3.00 %3.12 %
Allowance for loan and investment security lossesAllowance for loan and investment security losses(327,080)(336,139)(176,291)Allowance for loan and investment security losses(269,963)(285,686)(321,732)
Cash and due from banksCash and due from banks366,413 344,536 321,982 Cash and due from banks425,000 470,566 345,438 
Other assetsOther assets3,022,935 3,055,015 2,806,296 Other assets2,837,652 2,910,250 3,128,813 
Total assetsTotal assets$44,988,733 $43,810,005 $36,625,490 Total assets$47,192,510 $45,946,751 $42,962,844 
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits$3,493,451 $3,320,527 $3,113,733 $901 $1,074 $3,665 0.10 %0.13 %0.47 %NOW and interest-bearing demand deposits$3,757,677 $3,626,424 $3,435,089 $767 $736 $1,342 0.08 %0.08 %0.16 %
Wealth management depositsWealth management deposits4,156,398 4,066,948 2,838,719 7,351 7,436 6,935 0.72 0.73 0.98 Wealth management deposits4,672,402 4,369,998 4,239,300 7,888 7,686 7,662 0.67 0.71 0.72 
Money market accountsMoney market accounts9,335,920 9,435,344 7,990,775 2,865 3,740 22,363 0.12 0.16 1.13 Money market accounts10,027,424 9,547,167 9,332,668 2,342 2,795 7,245 0.09 0.12 0.31 
Savings accountsSavings accounts3,587,566 3,413,388 3,189,835 430 773 5,790 0.05 0.09 0.73 Savings accounts3,851,523 3,728,271 3,419,586 406 402 2,104 0.04 0.04 0.24 
Time depositsTime deposits4,875,392 5,043,558 5,526,407 16,397 19,579 28,682 1.36 1.54 2.09 Time deposits4,236,317 4,632,796 4,900,839 7,902 12,679 20,731 0.74 1.10 1.68 
Interest-bearing depositsInterest-bearing deposits$25,448,727 $25,279,765 $22,659,469 $27,944 $32,602 $67,435 0.45 %0.51 %1.20 %Interest-bearing deposits$26,545,343 $25,904,656 $25,327,482 $19,305 $24,298 $39,084 0.29 %0.38 %0.61 %
Federal Home Loan Bank advancesFederal Home Loan Bank advances1,228,433 1,228,425 951,613 4,840 4,952 3,360 1.60 1.60 1.42 Federal Home Loan Bank advances1,241,073 1,235,142 1,228,421 4,931 4,887 4,947 1.58 1.59 1.60 
Other borrowingsOther borrowings518,188 510,725 469,577 2,609 2,779 3,546 2.04 2.16 3.04 Other borrowings512,785 525,924 512,787 2,501 2,568 3,012 1.94 1.96 2.34 
Subordinated notesSubordinated notes436,532 436,433 436,119 5,477 5,509 5,472 5.02 5.05 5.02 Subordinated notes436,746 436,644 436,323 5,480 5,512 5,474 5.02 5.05 5.02 
Junior subordinated debenturesJunior subordinated debentures253,566 253,566 253,566 2,704 2,742 2,811 4.27 4.23 4.39 Junior subordinated debentures253,566 253,566 253,566 2,744 2,724 2,703 4.23 4.25 4.17 
Total interest-bearing liabilitiesTotal interest-bearing liabilities$27,885,446 $27,708,914 $24,770,344 $43,574 $48,584 $82,624 0.63 %0.70 %1.34 %Total interest-bearing liabilities$28,989,513 $28,355,932 $27,758,579 $34,961 $39,989 $55,220 0.48 %0.56 %0.79 %
Non-interest-bearing depositsNon-interest-bearing deposits11,811,194 10,874,912 7,235,177 Non-interest-bearing deposits12,834,084 12,246,274 9,988,769 
Other liabilitiesOther liabilities1,127,203 1,175,893 909,800 Other liabilities1,024,998 1,087,767 1,180,594 
EquityEquity4,164,890 4,050,286 3,710,169 Equity4,343,915 4,256,778 4,034,902 
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$44,988,733 $43,810,005 $36,625,490 Total liabilities and shareholders’ equity$47,192,510 $45,946,751 $42,962,844 
Interest rate spread(6)(8)
Interest rate spread(6)(8)
2.33 %2.32 %2.79 %
Interest rate spread(6)(8)
2.42 %2.44 %2.33 %
Less: Fully tax-equivalent adjustment(884)(857)(1,413)(0.01)(0.01)(0.02)
Less: Fully taxable-equivalent adjustmentLess: Fully taxable-equivalent adjustment(903)(909)(1,028)(0.01)(0.01)(0.01)
Net free funds/contribution(7)
Net free funds/contribution(7)
$14,041,019 $13,037,679 $8,903,159 0.21 0.22 0.35 
Net free funds/contribution(7)
$15,210,308 $14,495,689 $12,051,746 0.17 0.19 0.24 
Net interest income/ margin (GAAP)(8)
$261,895 $259,397 $261,443 2.53 %2.53 %3.12 %
Net interest income/margin (GAAP)(8)
Net interest income/margin (GAAP)(8)
$287,496 $279,590 $255,936 2.58 %2.62 %2.56 %
Fully taxable-equivalent adjustmentFully taxable-equivalent adjustment884 857 1,413 0.01 0.01 0.02 Fully taxable-equivalent adjustment903 909 1,028 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)
$262,779 $260,254 $262,856 2.54 %2.54 %3.14 %
Net interest income/margin, fully taxable-equivalent (non-GAAP)(8)
$288,399 $280,499 $256,964 2.59 %2.63 %2.57 %
(1)Includes interest-bearing deposits with 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 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 March 31,September 30, 2021, December 31, 2020June 30, 2021 and March 31,September 30, 2020 were $884,000, $857,000$903,000, $909,000 and $1.4$1.0 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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For the firstthird quarter of 2021, net interest income totaled $261.9$287.5 million, an increase of $2.5$7.9 million as compared to the fourthsecond quarter of 2020,2021, and an increase of $452,000$31.6 million as compared to the firstthird quarter of 2020. Net interest margin was 2.53% (2.54%2.58% (2.59% on a fully taxable-equivalent basis, non-GAAP) during the firstthird quarter of 2021 compared to 2.53% (2.54%2.62% (2.63% on a fully taxable-equivalent basis, non-GAAP) during the fourthsecond quarter of 2020,2021, and 3.12% (3.14%2.56% (2.57% on a fully taxable-equivalent basis, non-GAAP) during the firstthird quarter of 2020.

Nine months endedSeptember 30, 2021 compared to nine months ended September 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 nine months ended September 30, 2021 compared to the nine months ended September 30, 2020:
 Average Balance
for nine months ended,
Interest
for nine months ended,
Yield/Rate
for nine months ended,
(Dollars in thousands)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Interest-bearing deposits with banks and cash equivalents (1)
$4,399,217 $2,692,678 $4,352 $7,361 0.13 %0.37 %
Investment securities (2)
4,597,997 4,291,362 69,562 83,026 2.02 2.58 
FHLB and FRB stock136,028 128,611 5,291 5,116 5.20 5.31 
Liquidity management assets (3)(8)
$9,133,242 $7,112,651 $79,205 $95,503 1.16 %1.79 %
Other earning assets (3)(4)(8)
24,016 17,576 463 393 2.59 2.99 
Mortgage loans held-for-sale1,003,868 644,611 24,935 13,720 3.32 2.84 
Loans, net of unearned income (3)(5)(8)
32,839,837 29,643,281 845,598 878,981 3.44 3.96 
Total earning assets (8)
$43,000,963 $37,418,119 $950,201 $988,597 2.95 %3.53 %
Allowance for loan and investment security losses(294,033)(240,467)
Cash and due from banks420,874 339,968 
Other assets2,922,933 3,034,897 
Total assets$46,050,737 $40,552,517 
NOW and interest-bearing demand deposits$3,626,819 $3,291,176 $2,404 $6,569 0.09 %0.27 %
Wealth management deposits4,401,489 3,821,203 22,925 21,840 0.70 0.76 
Money market accounts9,639,370 8,686,171 8,002 42,748 0.11 0.66 
Savings accounts3,723,420 3,334,944 1,238 11,736 0.04 0.47 
Time deposits4,579,161 5,176,307 36,978 73,683 1.08 1.90 
Interest-bearing deposits$25,970,259 $24,309,801 $71,547 $156,576 0.37 %0.86 %
Federal Home Loan Bank advances1,234,929 1,131,823 14,658 13,241 1.59 1.56 
Other borrowings518,946 491,981 7,678 9,994 1.98 2.71 
Subordinated notes436,641 436,223 16,469 16,452 5.03 5.03 
Junior subordinated debentures253,566 253,566 8,172 8,266 4.25 4.28 
Total interest-bearing liabilities$28,414,341 $26,623,394 $118,524 $204,529 0.56 %1.03 %
Non-interest-bearing deposits12,300,931 8,947,639 
Other liabilities1,079,614 1,096,297 
Equity4,255,851 3,885,187 
Total liabilities and shareholders’ equity$46,050,737 $40,552,517 
Interest rate spread (6)(8)
2.39 %2.50 %
Less: Fully taxable-equivalent adjustment(2,696)(3,558)(0.01)(0.01)
Net free funds/contribution (7)
$14,586,622 $10,794,725 0.20 0.30 
Net interest income/margin (GAAP) (8)
$828,981 $780,510 2.58 %2.79 %
Fully taxable-equivalent adjustment2,696 3,558 0.01 0.01 
Net interest income/margin, fully taxable-equivalent (non-GAAP) (8)
$831,677 $784,068 2.59 %2.80 %
(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 nine months ended September 30, 2021 and September 30, 2020 were $2.7 million and $3.6 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)

The following table presents an analysis of the changes in the Company’s net interest income comparing the three month periodsperiod ended March 31,September 30, 2021 to each of the three month periods ended December 31,June 30, 2021 and September 30, 2020, and March 31,nine month periods ended September 30, 2021 and 2020. The reconciliations set forth the changes in the GAAP-derived net interest income as a result of changes in volumes, changes in rates and differing number of days in each period:
First Quarter
of 2021
Compared to
Fourth Quarter
of 2020
First Quarter
of 2021
Compared to
First Quarter
of 2020
Third Quarter
of 2021
Compared to
Second Quarter
of 2021
Third Quarter
of 2021
Compared to
Third Quarter
of 2020
First Nine
Months of 2021
Compared to
First Nine
Months of 2020
(In thousands)(In thousands)(In thousands)Third Quarter
of 2021
Compared to
Second Quarter
of 2021
Third Quarter
of 2021
Compared to
Third Quarter
of 2020
First Nine
Months of 2021
Compared to
First Nine
Months of 2020
Net interest income (GAAP) for comparative periodNet interest income (GAAP) for comparative period$259,397 $261,443 $279,590 $255,936 $780,510 
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)8,757 61,586 Change due to mix and growth of earning assets and interest-bearing liabilities (volume)2,212 19,747 109,475 
Change due to interest rate fluctuations (rate)Change due to interest rate fluctuations (rate)(494)(58,229)Change due to interest rate fluctuations (rate)2,655 11,813 (58,145)
Change due to number of days in each periodChange due to number of days in each period(5,765)(2,905)Change due to number of days in each period3,039 — (2,859)
Net interest income (GAAP) for the period ended March 31, 2021$261,895 $261,895 
Net interest income (GAAP) for the period ended September 30, 2021Net interest income (GAAP) for the period ended September 30, 2021$287,496 $287,496 $828,981 
Fully taxable-equivalent adjustmentFully taxable-equivalent adjustment884 884 Fully taxable-equivalent adjustment903 903 2,696 
Net interest income, fully taxable-equivalent (non-GAAP)Net interest income, fully taxable-equivalent (non-GAAP)$262,779 $262,779 Net interest income, fully taxable-equivalent (non-GAAP)$288,399 $288,399 $831,677 

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)March 31,
2021
March 31,
2020
(Dollars in thousands)September 30,
2021
September 30,
2020
BrokerageBrokerage$5,040 $5,281 $(241)(5)%Brokerage$5,230 $4,563 $667 15 %
Trust and asset managementTrust and asset management24,269 20,660 3,609 17 Trust and asset management26,301 20,394 5,907 29 
Total wealth managementTotal wealth management29,309 25,941 3,368 13 Total wealth management31,531 24,957 6,574 26 
Mortgage bankingMortgage banking113,494 48,326 65,168 135 Mortgage banking55,794 108,544 (52,750)(49)
Service charges on deposit accountsService charges on deposit accounts12,036 11,265 771 Service charges on deposit accounts14,149 11,497 2,652 23 
Gains (losses) on investment securities, net1,154 (4,359)5,513 NM
(Losses) gains on investment securities, net(Losses) gains on investment securities, net(2,431)411 (2,842)NM
Fees from covered call optionsFees from covered call options 2,292 (2,292)(100)Fees from covered call options1,157 — 1,157 NM
Trading gains (losses), net419 (451)870 NM
Trading gains, netTrading gains, net58 183 (125)(68)
Operating lease income, netOperating lease income, net14,440 11,984 2,456 20 Operating lease income, net12,807 11,717 1,090 
Other:Other:Other:
Interest rate swap feesInterest rate swap fees2,488 6,066 (3,578)(59)Interest rate swap fees4,868 4,029 839 21 
BOLIBOLI1,124 (1,284)2,408 NMBOLI2,154 1,218 936 77 
Administrative servicesAdministrative services1,256 1,112 144 13 Administrative services1,359 1,077 282 26 
Foreign currency remeasurement gains (losses)Foreign currency remeasurement gains (losses)99 (151)250 NMForeign currency remeasurement gains (losses)77 (54)131 NM
Early pay-offs of capital leasesEarly pay-offs of capital leases(52)74 (126)NMEarly pay-offs of capital leases209 165 44 27 
MiscellaneousMiscellaneous10,739 12,427 (1,688)(14)Miscellaneous14,742 6,849 7,893 NM
Total OtherTotal Other15,654 18,244 (2,590)(14)Total Other23,409 13,284 10,125 76 
Total Non-interest IncomeTotal Non-interest Income$186,506 $113,242 $73,264 65 %Total Non-interest Income$136,474 $170,593 $(34,119)(20)%
NM - Not meaningful.
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Nine Months Ended$
Change
%
Change
(Dollars in thousands)September 30,
2021
September 30,
2020
Brokerage$15,418 $13,991 $1,427 10 %
Trust and asset management76,112 59,543 16,569 28 
Total wealth management91,530 73,534 17,996 24 
Mortgage banking219,872 259,194 (39,322)(15)
Service charges on deposit accounts39,434 33,182 6,252 19 
Gains (losses) on investment securities, net8 (3,140)3,148 NM
Fees from covered call options2,545 2,292 253 11 
Trading gains (losses), net39 (902)941 NM
Operating lease income, net39,487 35,486 4,001 11 
Other:
Interest rate swap fees10,176 15,788 (5,612)(36)
BOLI4,620 1,884 2,736 NM
Administrative services3,843 3,122 721 23 
Foreign currency remeasurement losses(606)(413)(193)47 
Early pay-offs of capital leases352 514 (162)(32)
Miscellaneous41,053 25,287 15,766 62 
Total Other59,438 46,182 13,256 29 
Total Non-interest Income$452,353 $445,828 $6,525 %

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

Wealth management revenue increased in the firstthird quarter of 2021 as compared to the firstthird quarter of 2020 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
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revenue increased in the firstthird quarter of 2021 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 firstthird quarter of 2020. 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.

The Company recognized net gainsService charges on investment securities in the first quarter of 2021 and net losses in the first quarter of 2020. This difference was primarily a result of unrealized gains in the first quarter of 2021 compared to unrealized losses in the first quarter of 2020 from market appreciation on market sensitive equity securities with readily determinable fair value.

Operating lease incomedeposits increased in the firstthird quarter of 2021 as compared to the firstthird quarter of 2020. This increase is primarily due to2020 as a $1.5result of higher account analysis fees on deposit accounts which increased as a result of the Company’s commercial banking initiatives.

The Company recognized net losses on investment securities of $2.4 million gain recognized on sale of lease assets in the firstthird quarter of 2021.2021 primarily as a result of a loss on one equity investment.

Mortgage banking revenue increaseddecreased in the firstthird quarter of 2021 as compared to the firstthird quarter of 2020 as a result of an increasea decrease in loans originated for sale resulting in higher production revenue.and lower gain on sale margins, partially offset by more favorable fair value adjustments of mortgage servicing rights. Mortgage loans originated for sale totaled $2.2$1.6 billion in the firstthird quarter of 2021 as compared to $1.2$2.2 billion in the firstthird quarter of 2020. Mortgage banking revenue includes revenue from activities related to originating, selling and servicing residential real estate loans for the secondary market. 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 firstthird quarter of 2021, the fair value of the mortgage servicing rights portfolio increased due to increased capitalization of $24.615.5 million during the firstthird quarter, and a positivepartially offset by an unfavorable fair value adjustment of $18.0 million. This was partially offset due to$888,000 and a reduction in value of $10.2$8.6 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 March 31,September 30, 2021.
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The table below presents additional selected information regarding mortgage banking for the respective periods.
Three Months EndedThree Months Ended Nine Months Ended
(Dollars in thousands)(Dollars in thousands)March 31,
2021
March 31,
2020
(Dollars in thousands)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Originations:Originations:Originations:
Retail originationsRetail originations$1,641,664 $773,144 Retail originations$1,153,265 $1,590,699 $4,123,650 $3,952,775 
Veterans First originationsVeterans First originations580,303 442,957 Veterans First originations405,663 635,876 1,381,256 1,700,711 
Total originations for sale (A)Total originations for sale (A)$2,221,967 $1,216,101 Total originations for sale (A)$1,558,928 $2,226,575 $5,504,906 $5,653,486 
Originations for investmentOriginations for investment321,858 73,727 Originations for investment181,886 73,711 753,493 204,392 
Total originationsTotal originations$2,543,825 $1,289,828 Total originations$1,740,814 $2,300,286 $6,258,399 $5,857,878 
Retail originations as percentage of originations for saleRetail originations as percentage of originations for sale74 %71 %75 %70 %
Veterans First originations as a percentage of originations for saleVeterans First originations as a percentage of originations for sale26 29 25 30 
Purchases as a percentage of originations for salePurchases as a percentage of originations for sale27 %37 %Purchases as a percentage of originations for sale56 %41 %43 %36 %
Refinances as a percentage of originations for saleRefinances as a percentage of originations for sale73 63 Refinances as a percentage of originations for sale44 59 57 64 
Total100 %100 %
Production Margin:Production Margin:Production Margin:
Production revenue (B) (1)
Production revenue (B) (1)
$71,282 $49,327 
Production revenue (B) (1)
$39,247 $94,148 $148,060 $236,908 
Production margin (B/A)3.21 %4.06 %
Total originations for sale (A)Total originations for sale (A)$1,558,928 $2,226,575 $5,504,906 $5,653,486 
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)
510,982 1,544,234 510,982 1,544,234 
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)
605,400 1,275,648 1,072,717 372,357 
Total mortgage production volume (C)Total mortgage production volume (C)$1,464,510 $2,495,161 $4,943,171 $6,825,363 
Production margin (B/C)Production margin (B/C)2.68 %3.77 %3.00 %3.47 %
Mortgage Servicing:Mortgage Servicing:Mortgage Servicing:
Loans serviced for others (C)$11,530,676 $8,314,634 
MSRs, at fair value (D)124,316 73,504 
Percentage of MSRs to loans serviced for others (D/C)1.08 %0.88 %
Loans serviced for others (D)Loans serviced for others (D)$12,720,126 $10,139,878 
MSRs, at fair value (E)MSRs, at fair value (E)133,552 86,907 
Percentage of MSRs to loans serviced for others (E/D)Percentage of MSRs to loans serviced for others (E/D)1.05 %0.86 %
Servicing incomeServicing income$9,636 $7,031 Servicing income$10,454 $8,118 $29,920 $22,057 
Components of MSR:Components of MSR:Components of MSR:
MSR - current period capitalizationMSR - current period capitalization$24,616 $9,447 MSR - current period capitalization$15,546 $20,936 $57,674 $50,734 
MSR - collection of expected cash flow - paydownsMSR - collection of expected cash flow - paydowns(728)(547)MSR - collection of expected cash flow - paydowns(1,036)(590)(2,755)(1,556)
MSR - collection of expected cash flow - payoffsMSR - collection of expected cash flow - payoffs(9,440)(6,476)MSR - collection of expected cash flow - payoffs(7,558)(7,272)(24,547)(22,000)
Valuation:Valuation:Valuation:
MSR - changes in fair value model assumptionsMSR - changes in fair value model assumptions18,045 (14,557)MSR - changes in fair value model assumptions(888)(3,002)11,617 (25,541)
Gain on derivative contract held as an economic hedge, netGain on derivative contract held as an economic hedge, net 4,160 Gain on derivative contract held as an economic hedge, net —  4,749 
MSR valuation adjustment, net of gain on derivative contract held as an economic hedgeMSR valuation adjustment, net of gain on derivative contract held as an economic hedge$18,045 $(10,397)MSR valuation adjustment, net of gain on derivative contract held as an economic hedge$(888)$(3,002)$11,617 $(20,792)
Summary of Mortgage Banking Revenue:Summary of Mortgage Banking Revenue:Summary of Mortgage Banking Revenue:
Production revenue (1)
Production revenue (1)
$71,282 $49,327 
Production revenue (1)
$39,247 $94,148 $148,060 $236,908 
Servicing incomeServicing income9,636 7,031 Servicing income10,454 8,118 29,920 22,057 
MSR activityMSR activity32,493 (7,973)MSR activity6,064 10,072 41,989 6,386 
OtherOther83 (59)Other29 (3,794)(97)(6,157)
Total mortgage banking revenueTotal mortgage banking revenue$113,494 $48,326 Total mortgage banking revenue$55,794 $108,544 $219,872 $259,194 
(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 derivative activity,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.

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 March 31,September 30, 2021 and March 31,September 30, 2020.

Miscellaneous revenue decreasedincreased in the firstthird quarter of 2021 as compared to the firstthird quarter of 2020 due toprimarily as a decreaseresult of an increase in syndication fees and other miscellaneous income, partially offset by increased partnership income.

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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
Three months ended$
Change
%
Change
(Dollars in thousands)(Dollars in thousands)March 31,
2021
March 31,
2020
(Dollars in thousands)September 30,
2021
September 30,
2020
Salaries and employee benefits:Salaries and employee benefits:Salaries and employee benefits:
SalariesSalaries$91,053 $81,286 $9,767 12 %Salaries$88,161 $89,849 $(1,688)(2)%
Commissions and incentive compensationCommissions and incentive compensation61,367 31,575 29,792 94 Commissions and incentive compensation57,026 48,475 8,551 18 
BenefitsBenefits28,389 23,901 4,488 19 Benefits25,725 25,718 
Total salaries and employee benefitsTotal salaries and employee benefits180,809 136,762 44,047 32 Total salaries and employee benefits170,912 164,042 6,870 
Equipment20,912 14,834 6,078 41 
Software and equipmentSoftware and equipment22,029 17,251 4,778 28 
Operating lease equipment depreciationOperating lease equipment depreciation10,771 9,260 1,511 16 Operating lease equipment depreciation10,013 9,425 588 
Occupancy, netOccupancy, net19,996 17,547 2,449 14 Occupancy, net18,158 15,830 2,328 15 
Data processingData processing6,048 8,373 (2,325)(28)Data processing7,104 5,689 1,415 25 
Advertising and marketingAdvertising and marketing8,546 10,862 (2,316)(21)Advertising and marketing13,443 7,880 5,563 71 
Professional feesProfessional fees7,587 6,721 866 13 Professional fees7,052 6,488 564 
Amortization of other intangible assetsAmortization of other intangible assets2,007 2,863 (856)(30)Amortization of other intangible assets1,877 2,701 (824)(31)
FDIC insuranceFDIC insurance6,558 4,135 2,423 59 FDIC insurance6,750 6,772 (22)
OREO expense, netOREO expense, net(251)(876)625 (71)OREO expense, net(1,531)(168)(1,363)NM
Other:Other:Other:
Commissions—3rd party brokersCommissions—3rd party brokers846 865 (19)(2)Commissions—3rd party brokers884 778 106 14 
PostagePostage1,743 1,949 (206)(11)Postage2,018 1,529 489 32 
MiscellaneousMiscellaneous21,317 21,346 (29)— Miscellaneous23,435 26,002 (2,567)(10)
Total otherTotal other23,906 24,160 (254)(1)Total other26,337 28,309 (1,972)(7)
Total Non-interest ExpenseTotal Non-interest Expense$286,889 $234,641 $52,248 22 %Total Non-interest Expense$282,144 $264,219 $17,925 %
NM - Not meaningful.
Nine Months Ended$
Change
%
Change
(Dollars in thousands)September 30,
2021
September 30,
2020
Salaries and employee benefits:
Salaries$270,303 $258,240 $12,063 %
Commissions and incentive compensation172,144 126,201 45,943 36 
Benefits82,091 70,519 11,572 16 
Total salaries and employee benefits524,538 454,960 69,578 15 
Software and equipment63,807 47,931 15,876 33 
Operating lease equipment depreciation30,733 27,977 2,756 10 
Occupancy, net55,841 50,270 5,571 11 
Data processing20,072 24,468 (4,396)(18)
Advertising and marketing33,294 26,446 6,848 26 
Professional fees21,943 20,896 1,047 
Amortization of other intangible assets5,923 8,384 (2,461)(29)
FDIC insurance19,713 17,988 1,725 10 
OREO expense, net(1,013)(807)(206)NM
Other:
Commissions—3rd party brokers2,619 2,350 269 11 
Postage5,661 5,069 592 12 
Miscellaneous66,014 72,296 (6,282)(9)
Total other74,294 79,715 (5,421)(7)
Total Non-interest Expense$849,145 $758,228 $90,917 12 %
NM - Not meaningful.

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

Total salaries and employee benefits expense increased in the firstthird quarter of 2021 compared to the firstthird quarter of 2020 primarily due to increased salaries and 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 increased primarily due to higher expenses associated with the Company’s annual bonus and long term incentive program and higher commissions related to its mortgage and wealth management businesses.program.

EquipmentSoftware and equipment expense increased in the firstthird quarter of 2021 compared to the firstthird quarter of 2020 as a result of higher software license fees as well as higher computer and software and computer depreciation expense.

Data processingOccupancy expense decreasedincreased in the firstthird quarter of 2021 compared to the firstthird quarter of 2020 primarily as the majoritya result of conversion charges related to previously completed acquisitions was recognized in 2020.increased real estate tax assessment estimates.

Advertising and marketing expenses decreasedincreased in the firstthird quarter of 2021 compared to the firstthird quarter of 2020 as a result of decreasedincreased sponsorship costsactivity. Sponsorship activity was lower in the third 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 timing of sponsorship programs utilized, which are determined based on the market area, targeted audience, competition and various other factors.

FDIC insuranceMiscellaneous expense increaseddecreased in the firstthird quarter of 2021 compared to the firstthird quarter of 2020 as a result of higher assessment rates impacted by declinesa reversal of a portion of contingent consideration expense in the Tier 1 Leverage Ratio atthird quarter of 2021 related to a previous acquisition of mortgage operations compared to an increase in such contingent consideration expense in the Company'sthird quarter of 2020, partially offset by increased expenses associated with in-person client relationship meetings and conferences as well as some additional expense associated with an all-employee event to celebrate Wintrust’s 30th anniversary and to thank our employees for performing so well during the pandemic. 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 affiliates as a result of asset growth, including PPP loans.charges, directors fees, telephone, travel and entertainment, corporate insurance, dues and subscriptions, problem loan expenses and lending origination costs that are not deferred.


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Income Taxes

The Company recorded income tax expense of $53.7$40.6 million in the firstthird quarter of 2021 compared to $24.3$30.0 million in the firstthird quarter of 2020. The effective tax rates were 25.97%27.12% in the firstthird quarter of 2021 compared to 27.87%21.83% in the third quarter of 2020. During the first quarternine months of 2021, the Company recorded income tax expense of $133.4 million compared to $63.3 million for the first nine months of 2020. The effective tax rates were 26.63% for the first nine months of 2021 and 24.81% for the first nine months of 2020.

The effective tax rates were impacted by the recognition of a $9.0 million state income tax benefit ($7.1 million after federal taxes) related to the settlement of an uncertain tax position in the third quarter of 2020, an overall lower level of pretax net income in the 2020 periods, and 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-based awards. The Company recorded excess tax benefits of $1.3$1.6 million in the first quarternine months of 2021 and additional tax expense of $486,000$597,000 in the first nine months of 2020 related to share-based compensation, most of which was recorded in the first quarter of 2020 related to share-based compensation.each year.

Operating Segment Results

As described in Note 13 to the Consolidated Financial Statements in Item 1, 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 March 31,September 30, 2021 totaled $203.5$220.0 million as compared to $206.8$196.8 million for the same period in 2020, a decreasean increase of $3.3$23.2 million, or 2%12%. On a year-to-date basis, net interest income for the segment increased by $33.9 million from $609.3 million for the nine months ended September 30, 2020 to $643.2 million for the nine months ended September 30, 2021. The decreaseincrease in the three and nine month period isperiods was primarily attributable to compression of the net interest margin attributable to the decrease in interest rates in the environment.earning asset growth, PPP loan fee income, and lower deposits rates. The community banking segment’s non-interest income totaled $147.3$94.3 million in the firstthird quarter of 2021, an increasea decrease of $66.3$42.7 million, or 82%31%, when compared to the firstthird quarter of 2020 total of $81.0$137.0 million. On a year-to-date basis, non-interest income totaled $332.0 million for the nine months ended September 30, 2021, a decrease of $15.7 million, or 5%, compared to $347.7 million for the nine months ended September 30, 2020. The increasedecrease in the three and nine month period isperiods was primarily the result of increasedreduced mortgage banking revenue from significantly increased mortgagedue to lower originations during 2021.for sale and lower gain on sale margin. A release of credit reserves of $46.6$7.4 million and $69.2 million was recorded in the community banking segment’s provision for credit losses for the quarterthree and nine months ended March 31,September 30, 2021, respectively, compared to a provision for credit losses of $51.7$23.3 million and $207.2 million, respectively, for the same periodperiods in 2020. The decrease in provision for credit losses of $98,249for both the three and nine month periods was attributable to positive changes in the macroeconomic forecasts in addition to improvement in portfolio characteristics. The community banking segment’s net income for the quarter ended March 31,September 30, 2021 totaled $121.8$68.8 million, an increasea decrease of $87.2$1.8 million as compared to net income in the firstthird quarter of 2020 of $34.6$70.6 million. On a year-to-date basis, the net income of the community banking segment for the nine months ended September 30, 2021 totaled $263.3 million as compared to $97.9 million for the nine months ended September 30, 2020.

The specialty finance segment'ssegment’s net interest income totaled $44.9$52.7 million for the quarter ended March 31,September 30, 2021, compared to $40.7$46.5 million for the same period in 2020, an increase of $4.2$6.2 million, or 13%. On a year-to-date basis, net interest income for the segment increased $13.2 million, or 10%. compared to the same period in 2020. The increase isfor both the three and nine 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 $23.1$24.4 million and $21.3$21.4 million for the three month periodsmonths ended March 31,September 30, 2021 and 2020, respectively, and $70.0 million and $64.5 million for the nine months ended September 30, 2021 and 2020, respectively. The increase in non-interest income infor both the three and nine month period isperiods was primarily the result of higher originations and increased balances related to the commercial premium finance portfolio and growth in business from the Company'sCompany’s leasing division. Our commercial premium finance operations, life insurance finance operations, lease financing operations and accounts receivable finance operations accounted for 41%42%, 28%29%, 27%25% and 4%, respectively, of the total revenues of our specialty finance business for the threenine month period ended March 31,September 30, 2021. The net income of the specialty finance segment for the quarter ended March 31,September 30, 2021 totaled $23.9$30.2 million as compared to $22.1$29.9 million for the quarter ended March 31,September 30, 2020. On a year-to-date basis, the net income of the specialty finance segment for the nine months ended September 30, 2021 totaled $78.0 million as compared to $74.7 million for the nine months ended September 30, 2020.

The wealth management segment reported net interest income of $7.4$8.0 million for the firstthird quarter of 2021 compared to $7.8$6.9 million in the same quarter of 2020, an increase of $1.1 million, or 16%. On a decreaseyear-to-date basis, net interest income totaled $23.2 million for the first nine months of $343,000, or 4%.2021 as compared to $23.3 million for the first nine months of 2020. 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$2.3 billion and $1.8$2.0 billion in the first threenine months of 2021 and 2020, respectively. This segment recorded non-interest income of $30.3$33.6 million for the firstthird quarter of 2021 compared to $24.1$26.2 million for the third quarter of 2020. On a year-to-date basis, this segment recorded non-interest income of $95.7 million as compared to $74.7 million for the first quarternine months of 2020. 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 $7.4$10.1 million for the firstthird quarter of 2021 compared to $6.1$6.9 million for the firstthird quarter of 2020. On a year-to-date basis, the wealth management segment’s net income totaled $26.1 million and $19.2 million for the nine month periods ended September 30, 2021 and 2020, respectively.

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Financial Condition

Total assets were $45.7$47.8 billion at March 31,September 30, 2021, representing an increase of $6.9$4.1 billion, or 18%9%, when compared to March 31,September 30, 2020 and an increase of approximately $601.4 million,$1.1 billion, or 5%9% on an annualized basis, when compared to December 31, 2020.June 30, 2021. Total funding, which includes deposits, all notes and advances, including secured borrowings and the junior subordinated debentures, was $40.3$42.4 billion at March 31,September 30, 2021, $39.5$41.3 billion at December 31, 2020,June 30, 2021, and $33.8$38.3 billion at March 31,September 30, 2020.
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See Notes 4, 5, 9, 10 and 11 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.

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
March 31, 2021December 31, 2020March 31, 2020September 30, 2021June 30, 2021September 30, 2020
(Dollars in thousands)(Dollars in thousands)BalancePercentBalancePercentBalancePercent(Dollars in thousands)BalancePercentBalancePercentBalancePercent
Mortgage loans held-for-saleMortgage loans held-for-sale$1,151,848 3 %$893,395 %$403,262 %Mortgage loans held-for-sale$871,824 2 %$991,011 %$822,908 %
Loans, net of unearned incomeLoans, net of unearned incomeLoans, net of unearned income
Commercial, excluding PPPCommercial, excluding PPP$9,180,308 22 %$8,904,090 22 %$8,414,315 25 %Commercial, excluding PPP$9,732,838 22 %$9,377,392 22 %$8,647,069 22 %
Commercial - PPPCommercial - PPP3,087,825 7 3,098,424 — — Commercial - PPP1,475,304 3 2,877,731 3,364,890 
Commercial real estateCommercial real estate8,497,091 20 8,481,722 20 8,125,827 24 Commercial real estate8,776,342 20 8,573,493 20 8,329,285 21 
Home equityHome equity408,565 1 434,424 499,369 Home equity355,510 1 379,853 455,589 
Residential real estateResidential real estate1,300,871 3 1,131,728 1,243,031 Residential real estate1,496,847 3 1,453,072 1,173,639 
Premium finance receivablesPremium finance receivables9,910,388 24 9,646,725 24 8,591,980 26 Premium finance receivables11,118,607 26 10,383,218 24 9,596,817 24 
Other loansOther loans57,879  86,166 — 62,206 — Other loans29,997 0 40,415 67,319 
Total average loans (1)
Total average loans (1)
$32,442,927 77 %$31,783,279 78 %$26,936,728 80 %
Total average loans (1)
$32,985,445 75 %$33,085,174 78 %$31,634,608 80 %
Liquidity management assets (2)
Liquidity management assets (2)
8,311,320 20 8,051,203 20 6,314,347 19 
Liquidity management assets (2)
10,314,314 23 8,752,082 20 7,336,153 18 
Other earning assets (3)
Other earning assets (3)
20,370  18,716 — 19,166 — 
Other earning assets (3)
28,238 0 23,354 16,656 
Total average earning assetsTotal average earning assets$41,926,465 100 %$40,746,593 100 %$33,673,503 100 %Total average earning assets$44,199,821 100 %$42,851,621 100 %$39,810,325 100 %
Total average assetsTotal average assets$44,988,733 $43,810,005 $36,625,490 Total average assets$47,192,510 $45,946,751 $42,962,844 
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 %93 %93 %
(1)Includes non-accrual 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 $1.2 billion$871.8 million in the firstthird quarter of 2021, compared to $893.4$991.0 million in the fourthsecond quarter of 20202021 and $403.3$822.9 million in the firstthird quarter of 2020. 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 provides a source of non-interest revenue. The increase in average balance from 2020 to 2021 was primarily due to continued high mortgage production in 2020 and the first quarter of 2021 due to the low interest rate environment as well as higher balances repurchased by the Company under the early buyout option available for loans sold to GNMA with servicing retained.retained, partially offset by lower mortgage origination production. See “Loan Portfolio and Asset Quality” section below in this Item 2 for additional discussion of these early buyout options.

Loans, net of unearned income. Average total loans, net of unearned income, totaled $32.4$33.0 billion in the firstthird quarter of 2021, increasing $5.5$1.4 billion, or 20%4%, from the firstthird quarter of 2020 and $659.6decreasing $99.7 million, or 8%1% on an annualized basis, from the fourthsecond quarter of 2020.2021. Average commercial loans, excluding PPP loans, totaled $9.2$9.7 billion in the firstthird quarter of 2021, and increased $766.0 million,$1.1 billion, or 9%13%, over the average balance in the firstthird quarter of 2020 and $276.2$355.4 million, or 13%15% on an annualized basis, over the average balance in the fourthsecond quarter of 2020.2021. Average commercial PPP loans totaled $3.1$1.5 billion in the firstthird quarter of 2021, relatively unchanged fromand decreased $1.9 billion, or 56%, over the fourthaverage balance in the third quarter of 2020.2020 and decreased $1.4 billion over the average balance in the second quarter of 2021. The decrease in the third quarter of 2021 compared to the second quarter of 2021 and third quarter of 2020 is primarily the result of significant payoffs in the portfolio through the forgiveness process administered by the SBA. Average commercial real estate loans totaled $8.5$8.8 billion in the firstthird quarter of 2021, increasing $371.3$447.1 million, or 5%, over the firstthird quarter of 2020. Combined, the commercial and commercial real estate loan categories comprised 64%61% of the average loan portfolio in the firstthird quarter of 2021 as compared to 63% in the second quarter of 2021 and 64% in the
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fourth quarter of 2020 and 61% in the first third quarter of 2020. GrowthExcluding the impact of PPP loans, growth realized in these aggregated categories for the firstthird quarter of 2021 as compared to the sequential and prior year periods is primarily attributable to PPP lending and increased business development efforts.
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Home equity loan portfolio averaged $408.6$355.5 million in the firstthird quarter of 2021, and decreased $90.8$100.1 million, or 18%22% from the average balance of $499.4$455.6 million in same period of 2020. 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 $1.3$1.5 billion in the firstthird quarter of 2021, and increased $57.8$323.2 million, or 5%28% from the average balance of $1.2 billion in same period of 2020. Additionally, compared to the quarter ended December 31, 2020,June 30, 2021, the average balance increased $169.1$43.8 million, or 61%12% 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 $9.9$11.1 billion in the firstthird quarter of 2021, and accounted for 31%34% of the Company’s average total loans. The increase during the firstthird quarter of 2021 compared to the firstthird quarter of 2020 was the result of continued originations within the portfolio due to hardening insurance market conditions driving a higher average size of new commercial insurance premium finance receivables as well as effective marketing and customer servicing. Approximately $2.8$3.1 billion of premium finance receivables were originated in the firstthird quarter of 2021 compared to $2.5$2.8 billion during the same period of 2020. Premium finance receivables consist of a commercial portfolio and a life portfolio comprising approximately 40%42% and 60%58%, respectively, of the average total balance of premium finance receivables for the firstthird quarter of 2021, and 40%43% and 60%57%, respectively, for the firstthird quarter of 2020.

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%23% and 19%18% of total average earning assets in the firstthird quarter of 2021 and 2020, respectively. Average liquidity management assets increased $2.0$3.0 billion in the firstthird quarter of 2021 compared to the same period of 2020. 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 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:
Nine Months Ended
September 30, 2021September 30, 2020
(Dollars in thousands)BalancePercentBalancePercent
Mortgage loans held-for-sale$1,003,868 2 %$644,611 %
Loans:
Commercial, excluding PPP$9,432,203 22 %$8,582,438 23 %
Commercial - PPP2,474,380 6 2,019,778 
Commercial real estate8,616,665 20 8,211,222 22 
Home equity381,115 1 477,672 
Residential real estate1,417,648 3 1,213,289 
Premium finance receivables10,475,164 25 9,069,770 24 
Other loans42,662 0 69,112 
Total average loans(1)
$32,839,837 77 %$29,643,281 79 %
Liquidity management assets (2)
9,133,242 21 7,112,651 19 
Other earning assets (3)
24,016 0 17,576 
Total average earning assets$43,000,963 100 %$37,418,119 100 %
Total average assets$46,050,737 $40,552,517 
Total average earning assets to total average assets93 %92 %
(1)Includes non-accrual 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.


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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:
March 31, 2021December 31, 2020March 31, 2020
% of% of% of
(In thousands)AmountTotalAmountTotalAmountTotal
Commercial$12,708,207 38 %$11,955,967 37 %$9,025,886 32 %
Commercial real estate8,544,779 26 8,494,132 26 8,185,531 29 
Home equity390,253 1 425,263 494,655 
Residential real estate1,421,973 4 1,259,598 1,377,389 
Premium finance receivables—commercial3,958,543 12 4,054,489 13 3,465,055 13 
Premium finance receivables—life insurance6,111,495 19 5,857,436 18 5,221,639 19 
Consumer and other35,983 0 32,188 37,166 
Total loans, net of unearned income$33,171,233 100 %$32,079,073 100 %$27,807,321 100 %

September 30, 2021December 31, 2020September 30, 2020
% of% of% of
(Dollars in thousands)AmountTotalAmountTotalAmountTotal
Commercial$11,187,972 33 %$11,955,967 37 %$12,276,999 39 %
Commercial real estate8,885,714 27 8,494,132 26 8,423,142 26 
Home equity347,662 1 425,263 446,274 
Residential real estate1,547,736 5 1,259,598 1,384,810 
Premium finance receivables—commercial4,616,977 14 4,054,489 13 4,060,144 13 
Premium finance receivables—life insurance6,655,453 20 5,857,436 18 5,488,832 17 
Consumer and other22,529 0 32,188 55,354 
Total loans, net of unearned income$33,264,043 100 %$32,079,073 100 %$32,135,555 100 %
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 March 31,September 30, 2021 and 2020:
As of March 31, 2021As of March 31, 2020As of September 30, 2021As of September 30, 2020
AllowanceAllowanceAllowanceAllowance
% ofFor Credit% ofFor Credit% ofFor Credit% ofFor Credit
TotalLossesTotalLossesTotalLossesTotalLosses
(Dollars in thousands)(Dollars in thousands)BalanceBalanceAllocationBalanceBalanceAllocation(Dollars in thousands)BalanceBalanceAllocationBalanceBalanceAllocation
Commercial:Commercial:Commercial:
Commercial, industrial, and other, excluding commercial PPPCommercial, industrial, and other, excluding commercial PPP$9,415,225 44.3 %$95,637 $9,025,886 52.4 %$107,346 Commercial, industrial, and other, excluding commercial PPP$10,105,984 50.3 %$109,780 $8,897,986 43.0 %$112,891 
Commercial PPPCommercial PPP3,292,982 15.5 3 — — — Commercial PPP1,081,988 5.4 2 3,379,013 16.3 
Total commercialTotal commercial$12,708,207 59.8 %$95,640 $9,025,886 52.4 %$107,346 Total commercial$11,187,972 55.7 %$109,782 $12,276,999 59.3 %$112,894 
Commercial Real Estate:Commercial Real Estate:Commercial Real Estate:
Construction and developmentConstruction and development$1,353,324 6.4 %$45,327 $1,301,353 7.6 %$33,862 Construction and development$1,343,715 6.7 %$34,101 $1,333,149 6.4 %$77,126 
Non-constructionNon-construction7,191,455 33.8 136,465 6,884,178 40.0 78,934 Non-construction7,541,999 37.6 105,934 7,089,993 34.3 156,884 
Total commercial real estateTotal commercial real estate$8,544,779 40.2 %$181,792 $8,185,531 47.6 %$112,796 Total commercial real estate$8,885,714 44.3 %$140,035 $8,423,142 40.7 %$234,010 
Total commercial and commercial real estateTotal commercial and commercial real estate$21,252,986 100.0 %$277,432 $17,211,417 100.0 %$220,142 Total commercial and commercial real estate$20,073,686 100.0 %$249,817 $20,700,141 100.0 %$346,904 
Commercial real estate - collateral location by state:Commercial real estate - collateral location by state:Commercial real estate - collateral location by state:
IllinoisIllinois$6,256,230 73.2 %$6,171,606 75.4 %Illinois$6,425,279 72.3 %$6,270,584 74.4 %
WisconsinWisconsin771,382 9.0 793,145 9.7 Wisconsin790,477 8.9 783,241 9.3 
Total primary marketsTotal primary markets$7,027,612 82.2 %$6,964,751 85.1 %Total primary markets$7,215,756 81.2 %$7,053,825 83.7 %
IndianaIndiana310,494 3.6 249,680 3.1 Indiana307,631 3.5 265,905 3.2 
FloridaFlorida130,759 1.5 126,786 1.5 Florida117,990 1.3 133,602 1.6 
ArizonaArizona73,892 0.9 72,214 0.9 Arizona81,850 0.9 79,086 0.9 
CaliforniaCalifornia88,514 1.0 63,883 0.8 California107,693 1.2 82,852 1.0 
TexasTexas85,228 1.0 59,647 0.7 Texas108,239 1.2 55,229 0.7 
OtherOther828,280 9.8 648,570 7.9 Other946,555 10.7 752,643 8.9 
Total commercial real estateTotal commercial real estate$8,544,779 100.0 %$8,185,531 100.0 %Total commercial real estate$8,885,714 100.0 %$8,423,142 100.0 %

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 the second quarter of 2020. 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
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of improvements in the Company’s macroeconomic forecasts and improvementchanges in portfolio characteristics, our allowance for credit losses in our commercial loan portfolio decreased to $95.6$109.8 million as of March 31,September 30, 2021 compared to $107.3$112.9 million as of March 31,September 30, 2020.

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, 82.2%81.2% of our commercial real estate loan portfolio is located in this region as of March 31,September 30, 2021. We have been able to effectively manage our total non-performing commercial real estate loans. As of March 31,September 30, 2021, our allowance for credit losses related to this portfolio was $181.8$140.0 million compared to $112.8$234.0 million as of March 31,September 30, 2020. The increasedecrease in the allowance for credit losses in our commercial real estate portfolio is primarily due to decliningthe impact on the Company’s loan loss modeling from improving 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.

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 March 31,September 30, 2021, our residential loan portfolio totaled $1.4$1.5 billion, or 4%5% 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 March 31,September 30, 2021, $21.6$22.6 million of our residential real estate mortgages, or 1.5% of our residential real estate loan portfolio were classified as nonaccrual, no loans were 90 or more days past due and still accruing, $14.7$2.6 million were 30 to 89 days past due, or 1.0%0.2%, and $1.4$1.5 billion were current, or 97.4%98.4%. 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 March 31,September 30, 2021 and 2020 was $11.5$12.7 billion and $8.3$10.1 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 $45.5$18.8 million at March 31,September 30, 2021, compared to $132.7$240.9 million balance at March 31,September 30, 2020. The decrease in balance from March 31,September 30, 2020 to March 31,September 30, 2021 was the result of the Company increasing its exercise of such early buyout options subsequent to March 31,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. As of March 31,September 30, 2021, early buyout exercised mortgage loans held-for-sale totaled $369.4$354.6 million compared to $14.5$96.7 million as of March 31,September 30, 2020.

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. As of March 31, 2021, approximately $550,000 of our mortgage loans consist of interest-only loans.

Premium finance receivables – commercial. FIRST Insurance Funding and FIFC Canada originated approximately $2.4$2.8 billion in commercial insurance premium finance receivables in the firstthird quarter of 2021 as compared to $2.2$2.5 billion of originations in the firstthird quarter of 2020. During the nine months ended September 30, 2021 and 2020, FIRST Insurance Funding and FIFC Canada originated approximately $8.2 billion and $7.4 billion, respectively, in commercial insurance premium finance receivables. FIRST Insurance Funding and FIFC Canada make loans to businesses to finance the insurance premiums they pay on their commercial 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 $330.3$371.9 million in life insurance premium finance receivables in the firstthird quarter of 2021 as compared to $290.9$315.4 million of originations in the firstthird quarter of 2020. During the nine months ended September 30, 2021 and 2020, Wintrust Life Finance originated approximately $1.1 billion and $960.6 million, respectively, in life insurance premium finance receivables. The Company continues to experience increased 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 March 31,September 30, 2021 by date at which the loans reprice or mature, and the type of rate exposure:
As of March 31, 2021One year or lessFrom one to five yearsOver five years
As of September 30, 2021As of September 30, 2021One year or lessFrom one to five yearsOver five years
(In thousands)(In thousands)One year or lessFrom one to five yearsOver five yearsTotal(In thousands)Total
CommercialCommercialCommercial
Fixed rateFixed rate$310,427 $2,025,263 $784,277 $3,119,967 Fixed rate$484,771 $2,015,188 $837,153 $3,337,112 
Fixed rate - PPPFixed rate - PPP 3,292,982  3,292,982 Fixed rate - PPP141,394 940,594  1,081,988 
Variable rateVariable rate6,291,842 3,350 66 6,295,258 Variable rate6,765,489 3,323 60 6,768,872 
Total commercialTotal commercial$6,602,269 $5,321,595 $784,343 $12,708,207 Total commercial$7,391,654 $2,959,105 $837,213 $11,187,972 
Commercial real estateCommercial real estateCommercial real estate
Fixed rateFixed rate550,899 2,075,177 382,447 3,008,523 Fixed rate558,728 2,201,827 493,256 3,253,811 
Variable rateVariable rate5,505,986 30,270  5,536,256 Variable rate5,607,888 24,015  5,631,903 
Total commercial real estateTotal commercial real estate$6,056,885 $2,105,447 $382,447 $8,544,779 Total commercial real estate$6,166,616 $2,225,842 $493,256 $8,885,714 
Home equityHome equityHome equity
Fixed rateFixed rate14,653 8,665 51 23,369 Fixed rate14,818 4,618 45 19,481 
Variable rateVariable rate366,884   366,884 Variable rate328,181   328,181 
Total home equityTotal home equity$381,537 $8,665 $51 $390,253 Total home equity$342,999 $4,618 $45 $347,662 
Residential real estateResidential real estateResidential real estate
Fixed rateFixed rate23,194 11,244 617,596 652,034 Fixed rate19,165 6,415 819,685 845,265 
Variable rateVariable rate65,907 290,906 413,126 769,939 Variable rate58,698 258,143 385,630 702,471 
Total residential real estateTotal residential real estate$89,101 $302,150 $1,030,722 $1,421,973 Total residential real estate$77,863 $264,558 $1,205,315 $1,547,736 
Premium finance receivables - commercialPremium finance receivables - commercialPremium finance receivables - commercial
Fixed rateFixed rate3,851,457 107,086  3,958,543 Fixed rate4,479,551 137,426  4,616,977 
Variable rateVariable rate    Variable rate    
Total premium finance receivables - commercialTotal premium finance receivables - commercial$3,851,457 $107,086 $ $3,958,543 Total premium finance receivables - commercial$4,479,551 $137,426 $ $4,616,977 
Premium finance receivables - life insurancePremium finance receivables - life insurancePremium finance receivables - life insurance
Fixed rateFixed rate11,493 348,721 20,365 380,579 Fixed rate9,046 438,568 21,813 469,427 
Variable rateVariable rate5,730,916   5,730,916 Variable rate6,186,026   6,186,026 
Total premium finance receivables - life insuranceTotal premium finance receivables - life insurance$5,742,409 $348,721 $20,365 $6,111,495 Total premium finance receivables - life insurance$6,195,072 $438,568 $21,813 $6,655,453 
Consumer and otherConsumer and otherConsumer and other
Fixed rateFixed rate14,753 4,536 1,154 20,443 Fixed rate4,366 4,852 906 10,124 
Variable rateVariable rate15,540   15,540 Variable rate12,405   12,405 
Total consumer and otherTotal consumer and other$30,293 $4,536 $1,154 $35,983 Total consumer and other$16,771 $4,852 $906 $22,529 
Total per categoryTotal per categoryTotal per category
Fixed rateFixed rate4,776,876 4,580,692 1,805,890 11,163,458 Fixed rate5,570,445 4,808,894 2,172,858 12,552,197 
Fixed rate - PPPFixed rate - PPP 3,292,982  3,292,982 Fixed rate - PPP141,394 940,594  1,081,988 
Variable rateVariable rate17,977,075 324,526 413,192 18,714,793 Variable rate18,958,687 285,481 385,690 19,629,858 
Total loans, net of unearned incomeTotal loans, net of unearned income$22,753,951 $8,198,200 $2,219,082 $33,171,233 Total loans, net of unearned income$24,670,526 $6,034,969 $2,558,548 $33,264,043 
Variable Rate Loan Pricing by Index:Variable Rate Loan Pricing by Index:Variable Rate Loan Pricing by Index:
PrimePrime$2,296,647 Prime$2,989,860 
One- month LIBOROne- month LIBOR9,493,060 One- month LIBOR9,177,387 
Three- month LIBORThree- month LIBOR413,942 Three- month LIBOR374,045 
Twelve- month LIBORTwelve- month LIBOR6,225,191 Twelve- month LIBOR6,499,434 
Thirty-day moving-average SOFRThirty-day moving-average SOFR174,768 
OtherOther285,953 Other414,364 
Total variable rateTotal variable rate$18,714,793 Total variable rate$19,629,858 

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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 discernable impairment) (Must have well defined weaknesses that jeopardize the liquidation of the debt)
8 Rating —Substandard Non-accrual (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.)
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 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 loans with credit risk ratings of 6 through 9. This system is designed to provide an on-going 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, 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-accrual 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

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)March 31,
2021
December 31,
2020
March 31,
2020
(Dollars in thousands)September 30,
2021
June 30,
2021
December 31,
2020
September 30,
2020
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$ $307 $1,241 Commercial$ $1,244 $307 $— 
Commercial real estateCommercial real estate — 516 Commercial real estate — — — 
Home equityHome equity — — Home equity164 — — — 
Residential real estateResidential real estate — 605 Residential real estate — — — 
Premium finance receivables—commercialPremium finance receivables—commercial4,592 12,792 16,505 Premium finance receivables—commercial5,811 3,570 12,792 12,177 
Premium finance receivables—life insurancePremium finance receivables—life insurance191 — — Premium finance receivables—life insurance — — — 
Consumer and otherConsumer and other161 264 78 Consumer and other126 178 264 175 
Total loans past due greater than 90 days and still accruingTotal loans past due greater than 90 days and still accruing4,944 13,363 18,945 Total loans past due greater than 90 days and still accruing6,101 4,992 13,363 12,352 
Non-accrual loans (2):
Non-accrual loans:Non-accrual loans:
CommercialCommercial22,459 21,743 49,916 Commercial26,468 23,232 21,743 42,036 
Commercial real estateCommercial real estate34,380 46,107 62,830 Commercial real estate23,706 26,035 46,107 68,815 
Home equityHome equity5,536 6,529 7,243 Home equity3,449 3,478 6,529 6,329 
Residential real estateResidential real estate21,553 26,071 18,965 Residential real estate22,633 23,050 26,071 22,069 
Premium finance receivables—commercialPremium finance receivables—commercial9,690 13,264 21,058 Premium finance receivables—commercial7,300 6,418 13,264 21,080 
Premium finance receivables—life insurancePremium finance receivables—life insurance — — Premium finance receivables—life insurance — — — 
Consumer and otherConsumer and other497 436 403 Consumer and other384 485 436 422 
Total non-accrual loansTotal non-accrual loans94,115 114,150 160,415 Total non-accrual loans83,940 82,698 114,150 160,751 
Total non-performing loans:Total non-performing loans:Total non-performing loans:
CommercialCommercial22,459 22,050 51,157 Commercial26,468 24,476 22,050 42,036 
Commercial real estateCommercial real estate34,380 46,107 63,346 Commercial real estate23,706 26,035 46,107 68,815 
Home equityHome equity5,536 6,529 7,243 Home equity3,613 3,478 6,529 6,329 
Residential real estateResidential real estate21,553 26,071 19,570 Residential real estate22,633 23,050 26,071 22,069 
Premium finance receivables—commercialPremium finance receivables—commercial14,282 26,056 37,563 Premium finance receivables—commercial13,111 9,988 26,056 33,257 
Premium finance receivables—life insurancePremium finance receivables—life insurance191 — — Premium finance receivables—life insurance — — — 
Consumer and otherConsumer and other658 700 481 Consumer and other510 663 700 597 
Total non-performing loansTotal non-performing loans$99,059 $127,513 $179,360 Total non-performing loans$90,041 $87,690 $127,513 $173,103 
Other real estate ownedOther real estate owned8,679 9,711 2,701 Other real estate owned9,934 10,510 9,711 2,891 
Other real estate owned—from acquisitionsOther real estate owned—from acquisitions7,134 6,847 8,325 Other real estate owned—from acquisitions3,911 5,062 6,847 6,326 
Other repossessed assetsOther repossessed assets — — Other repossessed assets — — — 
Total non-performing assetsTotal non-performing assets$114,872 $144,071 $190,386 Total non-performing assets103,886 $103,262 $144,071 $182,320 
Accruing TDRs not included within non-performing assetsAccruing TDRs not included within non-performing assets$46,151 $47,023 $47,049 Accruing TDRs not included within non-performing assets$38,468 $44,019 $47,023 $46,410 
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:
CommercialCommercial0.18 %0.18 %0.57 %Commercial0.24 %0.21 %0.18 %0.34 %
Commercial real estateCommercial real estate0.40 0.54 0.77 Commercial real estate0.27 0.30 0.54 0.82 
Home equityHome equity1.42 1.54 1.46 Home equity1.04 0.94 1.54 1.42 
Residential real estateResidential real estate1.52 2.07 1.42 Residential real estate1.46 1.51 2.07 1.59 
Premium finance receivables—commercialPremium finance receivables—commercial0.36 0.64 1.08 Premium finance receivables—commercial0.28 0.22 0.64 0.82 
Premium finance receivables—life insurancePremium finance receivables—life insurance0.00 — — Premium finance receivables—life insurance — — — 
Consumer and otherConsumer and other1.83 2.17 1.29 Consumer and other2.26 7.35 2.17 1.08 
Total non-performing loansTotal non-performing loans0.30 %0.40 %0.65 %Total non-performing loans0.27 %0.27 %0.40 %0.54 %
Total non-performing assets, as a percentage of total assetsTotal non-performing assets, as a percentage of total assets0.25 %0.32 %0.49 %Total non-performing assets, as a percentage of total assets0.22 %0.22 %0.32 %0.42 %
Allowance for credit losses as a percentage of nonaccrual loansAllowance for credit losses as a percentage of nonaccrual loans341.29 %332.82 %157.97 %Allowance for credit losses as a percentage of nonaccrual loans352.70 %367.64 %332.82 %241.93 %
(1)As of the dates shown, noSeptember 30, 2021, and June 30, 2021, $445,000 and $320,000, respectively, of TDRs were included as past due greater than 90 days and still accruing interest.
(2)Non-accrual loans included No TDRs totaling $10.4 million, $21.2 million,were past due greater than 90 days and $36.6 millionstill accruing interest as of March 31, 2021, December 31, 2020 and March 31, 2020, respectively.September 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. Management will continue to actively review and monitor its loan portfolios, in an effort to identify problem credits in a timely 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 March 31,September 30, 2021 and December 31, 2020:June 30, 2021:
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 September 30, 2021As of September 30, 2021
(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$26,468 $ $9,768 $24,086 $10,045,662 $10,105,984 
Commercial PPP loansCommercial PPP loans   6 3,292,976 3,292,982 Commercial PPP loans   1,138 1,080,850 1,081,988 
Commercial real estateCommercial real estateCommercial real estate
Construction and developmentConstruction and development2,673  499 23,967 1,326,185 1,353,324 Construction and development1,030   12,631 1,330,054 1,343,715 
Non-constructionNon-construction31,707  7,657 46,201 7,105,890 7,191,455 Non-construction22,676  5,395 67,187 7,446,741 7,541,999 
Home equityHome equity5,536  492 780 383,445 390,253 Home equity3,449 164 340 867 342,842 347,662 
Residential real estateResidential real estate21,553  944 13,768 1,385,708 1,421,973 Residential real estate22,633  1,540 1,076 1,522,487 1,547,736 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loansCommercial insurance loans9,690 4,592 5,113 16,552 3,922,596 3,958,543 Commercial insurance loans7,300 5,811 10,642 14,614 4,578,610 4,616,977 
Life insurance loansLife insurance loans 191  14,821 6,096,483 6,111,495 Life insurance loans  5,162 7,040 6,643,251 6,655,453 
Consumer and otherConsumer and other497 161 8 74 35,243 35,983 Consumer and other384 126 16 125 21,878 22,529 
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$83,940 $6,101 $32,863 $128,764 $33,012,375 $33,264,043 
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 December 31, 2020
As of June 30, 2021As of June 30, 2021
(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$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 loans— — — 36 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 estateResidential real estate26,071 — 1,635 12,584 1,219,308 1,259,598 Residential real estate23,050 — 1,584 2,139 1,503,512 1,530,285 
Premium finance receivablesPremium finance receivablesPremium finance receivables
Commercial insurance loansCommercial insurance loans13,264 12,792 6,798 18,809 4,002,826 4,054,489 Commercial insurance loans6,418 3,570 7,759 8,793 4,495,331 4,521,871 
Life insurance loansLife insurance loans— — 21,003 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 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 

As of March 31,September 30, 2021, $28.0$32.9 million of all loans, or 0.1%, were 60 to 89 days (or two payments) past due and $151.7$128.8 million of all loans or 0.5%0.4%, were 30 to 59 days (or one payment) past due. As of December 31, 2020, $41.6June 30, 2021, $19.3 million of all loans or 0.1%, were 60 to 89 days (or two payments) past due and $139.1$73.9 million, or 0.4%0.2%, 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.

The Company's home equity and residential loan portfolios continue to exhibit low delinquency ratios. Home equity loans at March 31,September 30, 2021 that were current with regard to the contractual terms of the loan agreement represent 98.3%98.6% of the total home equity portfolio. Residential real estate loans at March 31,September 30, 2021 that were current with regards to the contractual terms of the loan agreements comprise 97.4%98.4% of total residential real estate loans outstanding.

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Non-performing Loans Rollforward

The table below presents a summary of non-performing loans for the periods presented:     
Three Months EndedThree Months EndedNine Months Ended
March 31,March 31,September 30,September 30,September 30,September 30,
(In thousands)(In thousands)20212020(In thousands)2021202020212020
Balance at beginning of periodBalance at beginning of period$127,513 $117,588 Balance at beginning of period$87,690 $188,284 $127,513 $117,588 
Additions from becoming non-performing in the respective periodAdditions from becoming non-performing in the respective period9,894 32,195 Additions from becoming non-performing in the respective period9,341 19,771 31,997 72,769 
Additions from the adoption of ASU 2016-13Additions from the adoption of ASU 2016-13— 37,285 Additions from the adoption of ASU 2016-13— —  37,285 
Return to performing statusReturn to performing status(654)(486)Return to performing status(3,322)(6,202)(3,976)(9,254)
Payments receivedPayments received(22,731)(7,949)Payments received(5,568)(3,733)(40,611)(22,883)
Transfer to OREO and other repossessed assetsTransfer to OREO and other repossessed assets(1,372)(1,297)Transfer to OREO and other repossessed assets(720)(598)(5,752)(1,895)
Charge-offsCharge-offs(2,952)(2,551)Charge-offs(548)(6,583)(8,184)(22,018)
Net change for niche loans (1)
Net change for niche loans (1)
(10,639)4,575 
Net change for niche loans (1)
3,168 (17,836)(10,946)1,511 
Balance at end of periodBalance at end of period$99,059 $179,360 Balance at end of period$90,041 $173,103 $90,041 $173,103 
(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 March 31,September 30, 2021, 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 EndedThree Months EndedNine Months Ended
(Dollars in thousands)(Dollars in thousands)March 31,
2021
March 31,
2020
(Dollars in thousands)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Allowance for credit losses at beginning of periodAllowance for credit losses at beginning of period$379,910 $158,461 Allowance for credit losses at beginning of period$304,031 $373,109 $379,910 $158,461 
Cumulative effect adjustment from the adoption of ASU 2016-13Cumulative effect adjustment from the adoption of ASU 2016-13 47,344 Cumulative effect adjustment from the adoption of ASU 2016-13 —  47,344 
Provision for credit lossesProvision for credit losses(45,386)52,965 Provision for credit losses(7,909)25,028 (68,584)213,051 
Other adjustmentsOther adjustments30 (73)Other adjustments(65)55 (2)24 
Charge-offs:Charge-offs:Charge-offs:
CommercialCommercial11,781 2,153 Commercial1,352 5,270 16,370 13,109 
Commercial real estateCommercial real estate980 570 Commercial real estate406 1,529 2,798 9,323 
Home equityHome equity 1,001 Home equity59 138 201 1,378 
Residential real estateResidential real estate2 401 Residential real estate10 83 15 777 
Premium finance receivablesPremium finance receivables3,239 3,184 Premium finance receivables1,390 4,640 6,706 11,258 
Consumer and otherConsumer and other114 128 Consumer and other112 103 330 330 
Total charge-offsTotal charge-offs16,116 7,437 Total charge-offs3,329 11,763 26,420 36,175 
Recoveries:Recoveries:Recoveries:
CommercialCommercial452 384 Commercial816 428 2,170 924 
Commercial real estateCommercial real estate200 263 Commercial real estate373 175 1,087 931 
Home equityHome equity101 294 Home equity313 111 742 451 
Residential real estateResidential real estate204 60 Residential real estate5 25 245 115 
Premium finance receivablesPremium finance receivables1,782 1,110 Premium finance receivables1,728 1,720 6,749 3,663 
Consumer and otherConsumer and other32 41 Consumer and other92 20 158 119 
Total recoveriesTotal recoveries2,771 2,152 Total recoveries3,327 2,479 11,151 6,203 
Net charge-offsNet charge-offs(13,345)(5,285)Net charge-offs(2)(9,284)(15,269)(29,972)
Allowance for credit losses at period endAllowance for credit losses at period end$321,209 $253,412 Allowance for credit losses at period end$296,055 $388,908 $296,055 $388,908 
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:
CommercialCommercial0.37 %0.08 %Commercial0.02 %0.16 %0.16 %0.15 %
Commercial real estateCommercial real estate0.04 0.02 Commercial real estate0.00 0.06 0.03 0.14 
Home equityHome equity(0.10)0.57 Home equity(0.28)0.02 (0.19)0.26 
Residential real estateResidential real estate(0.06)0.11 Residential real estate0.00 0.02 (0.02)0.07 
Premium finance receivablesPremium finance receivables0.06 0.10 Premium finance receivables(0.01)0.12 0.00 0.11 
Consumer and otherConsumer and other0.57 0.56 Consumer and other0.26 0.49 0.54 0.41 
Total loans, net of unearned incomeTotal loans, net of unearned income0.17 %0.08 %Total loans, net of unearned income0.00 %0.12 %0.06 %0.14 %
Loans at period-endLoans at period-end$33,171,233 $27,807,321 Loans at period-end$33,264,043 $32,135,555 
Allowance for loan losses as a percentage of loans at period endAllowance for loan losses as a percentage of loans at period end0.84 %0.78 %Allowance for loan losses as a percentage of loans at period end0.75 %1.01 %
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 end0.97 0.91 Allowance for loan and unfunded loan-related commitment losses as a percentage of loans at period end0.89 1.21 
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 loans1.08 0.91 Allowance for loan and unfunded loan-related commitment losses as a percentage of loans at period end, excluding PPP loans0.92 1.35 

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 $43.5$47.4 million and $37.4$62.9 million as of March 31,September 30, 2021 and March 31,September 30, 2020, 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 6 of the Consolidated Financial Statements presented
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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 6 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-partythird 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-accrual 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 March 31,September 30, 2021, the Company had $56.6$48.5 million in loans modified in TDRs. The $56.6$48.5 million in TDRs represents 273254 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 decreased from $68.2$55.7 million representing 286273 credits at December 31, 2020June 30, 2021 and decreased from $83.6$78.5 million representing 263291 credits at March 31,September 30, 2020.

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 6 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 March 31,September 30, 2021 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 March 31,September 30, 2021, the Company was committed to lend an additional $930,000$127,000 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:

March 31,December 31,March 31,September 30,June 30,September 30,
(In thousands)(In thousands)202120202020(In thousands)202120212020
Accruing TDRs:Accruing TDRs:Accruing TDRs:
CommercialCommercial$7,536 $7,699 $6,500 Commercial$4,532 $6,911 $7,863 
Commercial real estateCommercial real estate9,478 10,549 18,043 Commercial real estate8,385 9,659 10,846 
Residential real estate and otherResidential real estate and other29,137 28,775 22,506 Residential real estate and other25,551 27,449 27,701 
Total accruing TDRsTotal accruing TDRs$46,151 $47,023 $47,049 Total accruing TDRs$38,468 $44,019 $46,410 
Non-accrual TDRs: (1)
Non-accrual TDRs: (1)
Non-accrual TDRs: (1)
CommercialCommercial$5,583 $10,491 $17,206 Commercial$3,079 $4,104 $13,132 
Commercial real estateCommercial real estate1,309 6,177 14,420 Commercial real estate3,239 3,434 13,601 
Residential real estate and otherResidential real estate and other3,540 4,501 4,962 Residential real estate and other3,685 4,190 5,392 
Total non-accrual TDRsTotal non-accrual TDRs$10,432 $21,169 $36,588 Total non-accrual TDRs$10,003 $11,728 $32,125 
Total TDRs:Total TDRs:Total TDRs:
CommercialCommercial$13,119 $18,190 $23,706 Commercial$7,611 $11,015 $20,995 
Commercial real estateCommercial real estate10,787 16,726 32,463 Commercial real estate11,624 13,093 24,447 
Residential real estate and otherResidential real estate and other32,677 33,276 27,468 Residential real estate and other29,236 31,639 33,093 
Total TDRsTotal TDRs$56,583 $68,192 $83,637 Total TDRs$48,471 $55,747 $78,535 
(1)Included in total non-performing loans.

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TDR Rollforward

The tables below present a summary of TDRs as of March 31,September 30, 2021 and March 31,September 30, 2020, and show the change in the balance during those periods:
Three Months Ended March 31, 2021
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Three months ended September 30, 2021
(In thousands)
Three months ended September 30, 2021
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Balance at beginning of periodBalance at beginning of period$18,190 $16,726 $33,276 $68,192 Balance at beginning of period$11,015 $13,093 $31,639 $55,747 
Additions during the periodAdditions during the period151 237 1,738 2,126 Additions during the period1  558 559 
Reductions:Reductions:Reductions:
Charge-offsCharge-offs(1,409)  (1,409)Charge-offs(61)  (61)
Transferred to OREO and other repossessed assetsTransferred to OREO and other repossessed assets(99) (459)(558)Transferred to OREO and other repossessed assets    
Removal of TDR loan status (1)
Removal of TDR loan status (1)
 (800)(424)(1,224)
Removal of TDR loan status (1)
(2,121) (617)(2,738)
Payments receivedPayments received(3,714)(5,376)(1,454)(10,544)Payments received(1,223)(1,469)(2,344)(5,036)
Balance at period endBalance at period end$13,119 $10,787 $32,677 $56,583 Balance at period end$7,611 $11,624 $29,236 $48,471 
Three Months Ended March 31, 2020
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Three months ended September 30, 2020
(In thousands)
Three months ended September 30, 2020
(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$26,126 $27,651 $29,771 $83,548 
Additions during the periodAdditions during the period5,602 16,053 2,142 23,797 Additions during the period1,013 1,045 5,538 7,596 
Reductions:Reductions:Reductions:
Charge-offsCharge-offs— — (345)(345)Charge-offs(4,808)(1,439)(33)(6,280)
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)
— — (866)(866)
Payments receivedPayments received(635)(463)(1,608)(2,706)Payments received(1,336)(2,810)(1,317)(5,463)
Balance at period endBalance at period end$23,706 $32,463 $27,468 $83,637 Balance at period end$20,995 $24,447 $33,093 $78,535 
Nine months ended September 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 period547 2,944 3,393 6,884 
Reductions:
Charge-offs(2,358)(23)(7)(2,388)
Transferred to OREO and other repossessed assets(99) (459)(558)
Removal of TDR loan status (1)
(2,121)(800)(1,556)(4,477)
Payments received(6,548)(7,223)(5,411)(19,182)
Balance at period end$7,611 $11,624 $29,236 $48,471 
Nine months ended September 30, 2020
(In thousands)
CommercialCommercial
Real Estate
Residential
Real Estate
and Other
Total
Balance at beginning of period$18,739 $16,873 $28,224 $63,836 
Additions during the period10,046 19,180 11,184 40,410 
Reductions:
Charge-offs(4,808)(7,508)(419)(12,735)
Transferred to OREO and other repossessed assets— — (945)(945)
Removal of TDR loan status (1)
— — (866)(866)
Payments received(2,982)(4,098)(4,085)(11,165)
Balance at period end$20,995 $24,447 $33,093 $78,535 
(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 $175.2$57.3 million as of March 31,September 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 March 31,September 30, 2021, presented by loan category and type of modification:
(in thousands)Interest-onlyFull Payment DeferralLine IncreasesOtherTotal
(In thousands)(In thousands)Interest-onlyFull Payment DeferralLine IncreasesOtherTotal
CommercialCommercial$50,669 $19,102 $36,329 $29,367 $135,467 Commercial$1,082 $3,823 $— $2,256 $7,161 
Commercial real estateCommercial real estate74,806 28,593 — 9,776 113,175 Commercial real estate59,955 1,478 — 3,303 64,736 
Home equityHome equity— 1,706 — — 1,706 Home equity— — — — — 
Residential real estateResidential real estate— — — — — Residential real estate— — — — — 
Premium finance receivablesPremium finance receivables— 3,336 — — 3,336 Premium finance receivables— 70 — — 70 
Consumer and otherConsumer and other— 41 — 42 Consumer and other— — — 
Total loans, net of unearned incomeTotal loans, net of unearned income$125,475 $52,778 $36,330 $39,143 $253,726 Total loans, net of unearned income$61,037 $5,371 $1 $5,559 $71,968 

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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 EndedThree Months EndedNine Months Ended
(In thousands)(In thousands)March 31,
2021
March 31,
2020
(In thousands)September 30,
2021
September 30,
2020
September 30,
2021
September 30,
2020
Balance at beginning of periodBalance at beginning of period$16,558 $15,171 Balance at beginning of period$15,572 $10,197 $16,558 $15,171 
Disposal/resolvedDisposal/resolved(2,162)(4,793)Disposal/resolved(1,949)(1,532)(7,263)(6,937)
Transfers in at fair value, less costs to sellTransfers in at fair value, less costs to sell1,587 954 Transfers in at fair value, less costs to sell315 777 5,562 1,731 
Fair value adjustmentsFair value adjustments(170)(306)Fair value adjustments(93)(225)(1,012)(748)
Balance at end of periodBalance at end of period$15,813 $11,026 Balance at end of period$13,845 $9,217 $13,845 $9,217 
 
Period EndPeriod End
(In thousands)(In thousands)March 31,
2021
December 31,
2020
March 31,
2020
(In thousands)September 30,
2021
June 30,
2021
September 30,
2020
Residential real estateResidential real estate$2,713 $2,324 $1,684 Residential real estate$1,592 $1,952 $1,839 
Residential real estate developmentResidential real estate development1,287 1,691 — Residential real estate development934 1,030 — 
Commercial real estateCommercial real estate11,813 12,543 9,342 Commercial real estate11,319 12,590 7,378 
TotalTotal$15,813 $16,558 $11,026 Total$13,845 $15,572 $9,217 
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Deposits

Total deposits at March 31,September 30, 2021 were $37.9$40.0 billion, an increase of $6.4$4.1 billion, or 20%11%, compared to total deposits at March 31,September 30, 2020. See Note 9 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 March 31,September 30, 2021:
Time Certificates of Deposit
Maturity/Re-pricing Analysis
As of March 31, 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 September 30, 2021

(Dollars in thousands)
Time Certificates of Deposit
Maturity/Re-pricing Analysis
As of September 30, 2021

(Dollars in thousands)
Total Time
Certificates of
Deposits
Weighted-Average
Rate of Maturing
Time Certificates
of Deposit (1)
1-3 months1-3 months$1,385,311 1.75 %1-3 months$918,517 0.99 %
4-6 months4-6 months993,635 1.50 4-6 months780,345 0.57 
7-9 months7-9 months806,574 1.13 7-9 months628,839 0.41 
10-12 months10-12 months662,375 0.64 10-12 months602,854 0.42 
13-18 months13-18 months496,540 0.69 13-18 months621,320 0.56 
19-24 months19-24 months217,147 0.92 19-24 months272,526 0.48 
24+ months24+ months249,568 0.74 24+ months306,145 0.55 
TotalTotal$4,811,150 1.24 %Total$4,130,546 0.61 %
(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
March 31, 2021December 31, 2020March 31, 2020September 30, 2021June 30, 2021September 30, 2020
(Dollars in thousands)(Dollars in thousands)BalancePercentBalancePercentBalancePercent(Dollars in thousands)BalancePercentBalancePercentBalancePercent
Non-interest-bearingNon-interest-bearing$11,811,194 32 %$10,874,912 30 %$7,235,177 24 %Non-interest-bearing$12,834,084 32 %$12,246,274 32 %$9,988,769 28 %
NOW and interest-bearing demand depositsNOW and interest-bearing demand deposits3,493,451 9 3,320,527 3,113,733 11 NOW and interest-bearing demand deposits3,757,677 10 3,626,424 10 3,435,089 10 
Wealth management depositsWealth management deposits4,156,398 11 4,066,948 11 2,838,719 Wealth management deposits4,672,402 12 4,369,998 11 4,329,300 12 
Money marketMoney market9,335,920 25 9,435,344 26 7,990,775 27 Money market10,027,424 25 9,547,167 25 9,332,668 26 
SavingsSavings3,587,566 10 3,413,388 10 3,189,835 11 Savings3,851,523 10 3,728,271 10 3,419,586 10 
Time certificates of depositTime certificates of deposit4,875,392 13 5,043,558 14 5,526,407 18 Time certificates of deposit4,236,317 11 4,632,796 12 4,900,839 14 
Total average depositsTotal average deposits$37,259,921 100 %$36,154,677 100 %$29,894,646 100 %Total average deposits$39,379,427 100 %$38,150,930 100 %$35,406,251 100 %

Total average deposits for the firstthird quarter of 2021 were $37.3$39.4 billion, an increase of $7.4$4.0 billion, or 25%11%, from the firstthird quarter of 2020. 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, 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:
March 31,December 31,September 30,December 31,
(Dollars in thousands)(Dollars in thousands)20212020202020192018(Dollars in thousands)20212020202020192018
Total depositsTotal deposits$37,872,652 $31,461,660 $37,092,651 $30,107,138 $26,094,678 Total deposits$39,952,558 $35,844,422 $37,092,651 $30,107,138 $26,094,678 
Brokered depositsBrokered deposits2,142,257 2,181,090 1,843,227 1,011,404 1,071,562 Brokered deposits1,877,093 2,293,328 1,843,227 1,011,404 1,071,562 
Brokered deposits as a percentage of total depositsBrokered deposits as a percentage of total deposits5.7 %6.9 %5.0 %3.4 %4.1 %Brokered deposits as a percentage of total deposits4.7 %6.4 %5.0 %3.4 %4.1 %

Brokered deposits include certificates of deposit obtained through deposit brokers, deposits received through the Certificate of Deposit Account Registry Program (“CDARS”CDARs”), and wealth management 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
March 31,December 31,March 31,September 30,June 30,September 30,
(In thousands)(In thousands)202120202020(In thousands)202120212020
FHLB advancesFHLB advances$1,228,433 $1,228,425 $951,613 FHLB advances$1,241,073 $1,235,142 $1,228,421 
Other borrowings:Other borrowings:Other borrowings:
Notes payableNotes payable101,653 107,000 127,978 Notes payable90,960 96,306 112,345 
Short-term borrowingsShort-term borrowings11,796 9,313 45,089 Short-term borrowings13,183 15,034 7,784 
Secured borrowingsSecured borrowings339,923 329,159 250,054 Secured borrowings344,724 350,219 326,964 
OtherOther64,816 65,253 46,456 Other63,918 64,365 65,694 
Total other borrowingsTotal other borrowings$518,188 $510,725 $469,577 Total other borrowings$512,785 $525,924 $512,787 
Subordinated notesSubordinated notes436,532 436,433 436,119 Subordinated notes436,746 436,644 436,323 
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$2,436,719 $2,429,149 $2,110,875 Total other funding sources$2,444,170 $2,451,276 $2,431,097 
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 March 31,September 30, 2021, December 31, 2020June 30, 2021 and March 31,September 30, 2020.

Notes payable balances represent the balances on a $200.0 million loan agreement (“Credit Agreement”) with unaffiliated banks consisting of a $50.0 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. At March 31,September 30, 2021 and December 31, 2020, the Company had a balance under the Term Facility of $96.4$85.7 million and $101.7$107.1 million, respectively. 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. At March 31, 2020,September 30, 2021, 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 $12.4$14.1 million at March 31,September 30, 2021 compared to $11.4$15.6 million at December 31, 2020June 30, 2021 and $12.1$8.0 million at March 31,September 30, 2020. Securities sold under repurchase agreements represent sweep accounts for certain customers in connection with master repurchase agreements at the banks. 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 March 31,September 30, 2021 include a fixed-rate promissory note issued by the Company in June 2017 and amended in March 2020 ("(“Fixed-Rate Promissory Note"Note”) related to and secured by three office buildings owned by the Company. At March 31,September 30, 2021, the Fixed-Rate Promissory Note had a balance of $64.7$63.8 million compared to $65.1$64.2 million at December 31, 2020June 30, 2021 and $66.3$65.5 million at March 31,September 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%. 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.

At March 31,September 30, 2021, the Company had outstanding subordinated notes totaling $436.6$436.8 million compared to $436.5$436.7 million and $436.2$436.4 million outstanding at December 31, 2020June 30, 2021 and March 31,September 30, 2020, 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. In 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 March 31,September 30, 2021, December 31, 2020June 30, 2021 and March 31,September 30, 2020. 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 March 31,September 30, 2021, 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 the FHLB and FRB and the Revolving Credit Facility with unaffiliated banks, to access needed liquidity in a timely manner. Please refer to Management'sManagement’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.

See Notes 10 and 11 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:
March 31,
2021
December 31,
2020
March 31,
2020
September 30,
2021
June 30,
2021
September 30,
2020
Tier 1 leverage ratioTier 1 leverage ratio8.2 %8.1 %8.5 %Tier 1 leverage ratio8.1 %8.2 %8.2 %
Risk-based capital ratios:Risk-based capital ratios:Risk-based capital ratios:
Tier 1 capital ratioTier 1 capital ratio10.2 10.0 9.3 Tier 1 capital ratio9.9 10.1 10.2 
Common equity tier 1 capital ratioCommon equity tier 1 capital ratio9.0 8.8 8.9 Common equity tier 1 capital ratio8.9 9.0 9.0 
Total capital ratioTotal capital ratio12.6 12.6 11.9 Total capital ratio12.1 12.4 12.9 
Other ratio:Other ratio:Other ratio:
Total average equity-to-total average assets(1)
Total average equity-to-total average assets(1)
9.3 9.2 10.1 
Total average equity-to-total average assets(1)
9.2 9.3 9.4 
(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 
(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 March 31,September 30, 2021 would exceed such revised well-capitalized standard.

In February 2019, the OCC, the Board of Governors of the Federal Reserve System, and the 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 and 17 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, 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, April and July 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, the 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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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 17 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. The Company hereby incorporates by reference Note 17 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 with the liquidity management noted above, deposit growth and increases in borrowings from various sources have resulted in accumulating liquidity assets in recent periods. In the firstthird quarter of 2021, we maintained our liquid assets to ensure that we have the balance sheet strength to serve our clients through the COVID-19 pandemic. 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. 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'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'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 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 a material impact on the Company. 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 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 Company’s Annual Report on2020 Form 10-K for the year ended December 31, 2020 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 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;
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 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;
a prolonged period of near zero interest rates or potentially negative 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;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;
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
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and services offered by financial services companies, including those changes that are in response to the COVID-19 pandemic, including without limitation the CARES 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 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.

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 earning assets, interest 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 earning assets, interest 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 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 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 March 31,September 30, 2021, December 31, 2020June 30, 2021 and March 31,September 30, 2020 is as follows:
Static Shock Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
March 31, 202122.0 %10.2 %(7.2)%
December 31, 202025.0 11.6 (7.9)
March 31, 202022.5 10.6 (9.4)
Static Shock Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
September 30, 202124.3 %11.5 %(7.8)%
June 30, 202124.6 11.7 (6.9)
September 30, 202023.4 10.9 (8.1)

Ramp Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
March 31, 202110.7 %5.4 %(3.6)%
December 31, 202011.4 5.7 (3.3)
March 31, 20207.7 3.7 (3.8)
Ramp Scenarios+200
Basis
Points
+100
Basis
Points
-100
Basis
Points
September 30, 202110.8 %5.4 %(3.8)%
June 30, 202111.4 5.8 (3.3)
September 30, 202010.7 5.2 (3.5)

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,
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forwards, option contracts and other financial instruments with similar characteristics. Additionally, the Company enters into 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 14 of the Consolidated Financial Statements in Item 1 of this report for further information on the Company’s derivative financial instruments.

During the first threenine months of 2020, the Company entered 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 threenine 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 March 31,September 30, 2021 and March 31,September 30, 2020.

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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.
Lehman Holdings Matter
On January 15, 2015, Lehman Brothers Holdings, Inc. ("Lehman Holdings") sent a demand letter asserting that Wintrust Mortgage must indemnify it for losses arising from loans sold by Wintrust Mortgage to Lehman Brothers Bank, FSB under a Loan Purchase Agreement between Wintrust Mortgage, as successor to SGB Corporation, and Lehman Brothers Bank. The demand was the precursor for triggering the alternative dispute resolution process mandated by the U.S. Bankruptcy Court for the Southern District of New York. Lehman Holdings triggered the mandatory alternative dispute resolution process on October 16, 2015. On February 3, 2016, Lehman Holdings filed a complaint against Wintrust Mortgage and 150 other entities from which it had purchased loans in the U.S. Bankruptcy Court for the Southern District of New York. Lehman Holdings filed an amended complaint against Wintrust Mortgage on December 29, 2016. On October 2, 2018, Lehman Holdings asked the court for permission to amend its complaints against Wintrust Mortgage and the other defendants to add loans allegedly purchased from the defendants and sold to various RMBS trusts. The court granted this request and allowed Lehman Holdings to assert the additional claims against existing defendants as a supplemental complaint. Lehman Holdings filed its supplemental complaint against Wintrust Mortgage on December 4, 2018. Wintrust Mortgage filed its response to the supplemental complaint on May 13, 2019. On October 5, 2020, Wintrust Mortgage and Lehman Holdings executed a settlement agreement to resolve the dispute for an amount that is immaterial to the Company's results of operations or financial condition. On October 15, 2020, the court entered an order dismissing the entire suit against Wintrust Mortgage with prejudice.
Wintrust Mortgage 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'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. NoticesAfter no class members opted out or objected to the settlement, the court issued its final approval of the settlement were timely senton June 17, 2021 and on June 18, 2021, Wintrust Mortgage tendered the settlement amount to the class claims administrator and payments to class members who will have until May 2, 2021 to opt out of the settlement.been completed. The Company hashad reserved an amount for this proposed settlement that is immaterial to its results of operations or financial condition.

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Northbrook Bank Matter

On October 17, 2018, two individual plaintiffs filed suit in the Circuit Court of Cook County, Illinois against Northbrook Bank 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 Moumen 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 Appellate Court for the First District of Illinois remanded 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 Moumen and plaintiffs did not obtain the trial court's consent for immediate appeal of the dismissal order against Northbrook Bank. On October 29, 2020, the plaintiffs cured the jurisdictional issue identified by the Appellate Court by dismissing defendant Moumen. Plaintiffs filed their renewed appeal on November 4, 2020. This matter has beenwas fully briefed and is awaiting decision byon July 30, 2021, the Appellate Court issued an opinion affirming the trial court’s dismissal of the complaint with prejudice. On August 30, 2021, Plaintiffs filed a petition seeking permission to appeal to the Illinois Supreme Court. Northbrook Bank believes the plaintiffs' allegations are legally and factually meritless and otherwise lacks sufficient informationfiled its response to estimate the amount of any potential liability.Plaintiffs’ petition on September 23, 2021. Plaintiffs’ petition remains pending.

Wintrust Bank Matter

On April 30, 2020, A.D. Sims LLC on behalf of itself and other similarly situated plaintiffs filed suit in the federal district court for the Northern District of Illinois against Wintrust Financial Corporation, Wintrust Bank, N.A., Bank of America, N.A., Cross River Bank, and an additional 4,971 named and unnamed defendants. Plaintiffs allege the defendant financial institutions failed to pay agent fees on loans issued by them under the federal CARES Act's Paycheck Protection Program ("PPP") in violation of applicable law. Plaintiffs allege the collective damages could exceed $3.8 billion and have asked the court to require the defendants to establish, on a pro rata basis, a fund that could be used to pay agent fees due. Plaintiffs voluntarily dismissed Wintrust Financial Corporation as a defendant in this suit on June 29, 2020. On September 28, 2020, the class defendants filed an omnibus motion to dismiss the lawsuit. This motion was fully briefed on November 23, 2020. On December 27, 2020, legislation amending the CARES Act was enacted. The new legislation expressly stated that lenders do not owe fees to agents for assisting borrowers to obtain PPP loans absent a fee agreement between the lender and the agent. In light of this legislation, plaintiff asked the court to dismiss the case. On January 22, 2021, the district court entered plaintiff's voluntary dismissal order.

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 Company’s2020 Form 10-K for the fiscal year ended December 31, 2020.10-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. No purchasesOn 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 shares were made by or on behalfstock. This authorization is incremental to the remaining authorization of the Company or any “affiliated purchaser” as defined in Rule 10b-18(a)(3)approximately $23 million under the Securities Exchange Actprevious program, which the Board approved in the fourth quarter of 1934, as amended, during the three months ended March 31, 2021.2019. The repurchase authorization does not have an expiration date.

The table below provides information of such repurchases by month in 2021.
Month PeriodTotal Number of Shares PurchasedAverage Price Paid Per ShareTotal Number of Shares Purchased as Part of Publicly Announced Plans or ProgramsMaximum Dollar Value that May Yet Be Purchased Under the Plans or Programs (in thousands)
July 1, 2021 to July 31, 202140,000$70.93 40,000$30,107 
August 1, 2021 to August 31, 202194,06271.25 94,06223,405 
September 1, 2021 to September 30, 2021— 23,405 
October 1, 2021 to October 31, 2021 (1)
— 223,405 
Total134,062$71.16 134,062$223,405 
(1)Maximum dollar value that may yet be purchased includes the October 28, 2021 increase in authorization.
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Item 6: Exhibits:

(a)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 March 31,September 30, 2021, 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

*Schedules have been omitted pursuant to Item 601(b)(2) of Regulation S-K. Wintrust agrees to furnish supplementally a copy of any omitted schedules or exhibits to the Securities and Exchange Commission upon request.
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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:May 7,November 8, 2021/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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