Biggest changeMD&A — Risk Management — Market Risk Management for details. 39 The following table presents the interest spread, net interest margin, average balances, interest income and expense, and the average yield/rate by asset and liability component in 2022, 2021 and 2020: ($ in thousands) Year Ended December 31, 2022 2021 2020 Average Balance Interest Average Yield/ Rate Average Balance Interest Average Yield/ Rate Average Balance Interest Average Yield/ Rate ASSETS Interest-earning assets: Interest-bearing cash and deposits with banks $ 3,127,234 $ 41,113 1.31 % $ 6,071,896 $ 15,531 0.26 % $ 4,236,430 $ 25,175 0.59 % Resale agreements (1) 1,398,080 29,767 2.13 % 2,107,157 32,239 1.53 % 1,101,434 21,389 1.94 % Available-for-sale (“AFS”) debt securities (2)(3) 6,629,945 152,514 2.30 % 8,281,234 143,983 1.74 % 4,023,668 82,553 2.05 % Held-to-maturity (“HTM”) debt securities (2)(4) 2,756,382 46,392 1.68 % — — — % — — — % Loans (5)(6) 45,319,458 2,048,301 4.52 % 39,716,697 1,424,900 3.59 % 36,799,017 1,464,382 3.98 % Restricted equity securities 77,963 3,144 4.03 % 79,404 2,081 2.62 % 79,160 1,543 1.95 % Total interest-earning assets $ 59,309,062 $ 2,321,231 3.91 % $ 56,256,388 $ 1,618,734 2.88 % $ 46,239,709 $ 1,595,042 3.45 % Noninterest-earning assets: Cash and due from banks 652,673 615,255 528,406 Allowance for loan losses (559,746) (592,211) (577,560) Other assets 3,436,293 2,971,659 2,747,238 Total assets $ 62,838,282 $ 59,251,091 $ 48,937,793 LIABILITIES AND STOCKHOLDERS’ EQUITY Interest-bearing liabilities: Checking deposits $ 6,696,200 $ 29,808 0.45 % $ 6,543,817 $ 13,023 0.20 % $ 5,357,934 $ 24,213 0.45 % Money market deposits 12,443,437 107,442 0.86 % 12,428,025 15,041 0.12 % 9,881,284 42,720 0.43 % Saving deposits 2,901,940 8,550 0.29 % 2,746,933 7,496 0.27 % 2,234,913 6,398 0.29 % Time deposits 9,473,744 106,038 1.12 % 8,493,511 33,599 0.40 % 9,465,608 111,411 1.18 % Federal funds purchased and other short-term borrowings 81,719 1,801 2.20 % 1,584 42 2.65 % 108,398 1,504 1.39 % FHLB advances 105,966 1,754 1.66 % 404,789 6,881 1.70 % 664,370 13,792 2.08 % Repurchase agreements (1) 467,413 14,362 3.07 % 306,845 7,999 2.61 % 350,849 11,766 3.35 % Long-term debt and finance lease liabilities 152,325 5,595 3.67 % 151,955 3,082 2.03 % 734,921 (7) 6,045 0.82 % Total interest-bearing liabilities $ 32,322,744 $ 275,350 0.85 % $ 31,077,459 $ 87,163 0.28 % $ 28,798,277 $ 217,849 0.76 % Noninterest-bearing liabilities and stockholders’ equity: Demand deposits 22,784,258 21,271,410 13,823,152 Accrued expenses and other liabilities 1,948,255 1,343,010 1,234,178 Stockholders’ equity 5,783,025 5,559,212 5,082,186 Total liabilities and stockholders’ equity $ 62,838,282 $ 59,251,091 $ 48,937,793 Interest rate spread 3.06 % 2.60 % 2.69 % Net interest income and net interest margin $ 2,045,881 3.45 % $ 1,531,571 2.72 % $ 1,377,193 2.98 % (1) Average balances of resale and repurchase agreements for the year ended December 31, 2020 have been reported net, pursuant to Accounting Standards Codification (“ASC”) 210-20-45-11, Balance Sheet Offsetting: Repurchase and Reverse Repurchase Agreements .
Biggest changeMD&A — Risk Management — Market Risk Management for details. 40 The following table presents the interest spread, net interest margin, average balances, interest income and expense, and the average yield/rate by asset and liability component in 2023, 2022 and 2021: Year Ended December 31, 2023 2022 2021 ($ in thousands) Average Balance Interest Average Yield/Rate Average Balance Interest Average Yield/Rate Average Balance Interest Average Yield/Rate ASSETS Interest-earning assets: Interest-bearing cash and deposits with banks $ 4,638,630 $ 220,643 4.76 % $ 3,127,234 $ 41,113 1.31 % $ 6,071,896 $ 15,531 0.26 % Resale agreements 691,223 20,164 2.92 % 1,398,080 29,767 2.13 % 2,107,157 32,239 1.53 % AFS debt securities (1)(2) 6,105,999 225,592 3.69 % 6,629,945 152,514 2.30 % 8,281,234 143,983 1.74 % Held-to-maturity (“HTM”) debt securities (1) 2,976,237 50,598 1.70 % 2,756,382 46,392 1.68 % — — — % Loans: C&I 15,499,899 1,190,940 7.68 % 15,013,560 715,778 4.77 % 13,656,720 472,260 3.46 % CRE 19,824,272 1,227,795 6.19 % 17,896,853 791,839 4.42 % 15,322,059 514,921 3.36 % Residential mortgage 14,155,784 750,813 5.30 % 12,315,334 538,255 4.37 % 10,601,638 435,264 4.11 % Other consumer 65,181 3,198 4.91 % 93,711 2,429 2.59 % 136,280 2,455 1.80 % Total loans (3)(4) 49,545,136 3,172,746 6.40 % 45,319,458 2,048,301 4.52 % 39,716,697 1,424,900 3.59 % Restricted equity securities 82,177 4,062 4.94 % 77,963 3,144 4.03 % 79,404 2,081 2.62 % Total interest-earning assets $ 64,039,402 $ 3,693,805 5.77 % $ 59,309,062 $ 2,321,231 3.91 % $ 56,256,388 $ 1,618,734 2.88 % Noninterest-earning assets: Cash and due from banks 555,689 652,673 615,255 Allowance for loan losses (625,785) (559,746) (592,211) Other assets 3,788,199 3,436,293 2,971,659 Total assets $ 67,757,505 $ 62,838,282 $ 59,251,091 LIABILITIES AND STOCKHOLDERS’ EQUITY Interest-bearing liabilities: Checking deposits $ 7,658,414 $ 179,200 2.34 % $ 6,696,200 $ 29,808 0.45 % $ 6,543,817 $ 13,023 0.20 % Money market deposits 11,680,540 399,482 3.42 % 12,443,437 107,442 0.86 % 12,428,025 15,041 0.12 % Saving deposits 2,128,943 15,573 0.73 % 2,901,940 8,550 0.29 % 2,746,933 7,496 0.27 % Time deposits 16,301,856 611,295 3.75 % 9,473,744 106,038 1.12 % 8,493,511 33,599 0.40 % Federal funds purchased and other short-term borrowings 3,591,114 157,002 4.37 % 81,719 1,801 2.20 % 1,584 42 2.65 % FHLB advances 123,288 6,430 5.22 % 105,966 1,754 1.66 % 404,789 6,881 1.70 % Repurchase agreements 34,443 1,497 4.35 % 467,413 14,362 3.07 % 306,845 7,999 2.61 % Long-term debt and finance lease liabilities 152,790 11,072 7.25 % 152,325 5,595 3.67 % 151,955 3,082 2.03 % Total interest-bearing liabilities $ 41,671,388 $ 1,381,551 3.32 % $ 32,322,744 $ 275,350 0.85 % $ 31,077,459 $ 87,163 0.28 % Noninterest-bearing liabilities and stockholders’ equity: Demand deposits 17,192,978 22,784,258 21,271,410 Accrued expenses and other liabilities 2,410,154 1,948,255 1,343,010 Stockholders’ equity 6,482,985 5,783,025 5,559,212 Total liabilities and stockholders’ equity $ 67,757,505 $ 62,838,282 $ 59,251,091 Interest rate spread 2.45 % 3.06 % 2.60 % Net interest income and net interest margin $ 2,312,254 3.61 % $ 2,045,881 3.45 % $ 1,531,571 2.72 % (1) Yields on tax-exempt debt securities are not presented on a tax-equivalent basis.
The following table presents the results by operating segment for the periods indicated: ($ in thousands) Year Ended December 31, Consumer and Business Banking Commercial Banking Other 2022 2021 2020 2022 2021 2020 2022 2021 2020 Total revenue (loss) $ 1,280,989 $ 791,226 $ 594,944 $ 1,071,634 $ 929,970 $ 848,623 $ (8,076) $ 96,270 $ 169,173 Provision for (reversal of) credit losses 27,197 (4,998) 3,885 46,303 (30,002) 206,768 — — — Noninterest expense 397,882 364,635 331,750 314,185 275,649 266,923 147,326 155,805 117,649 Segment income (loss) before income taxes 855,910 431,589 259,309 711,146 684,323 374,932 (155,402) (59,535) 51,524 Segment net income $ 608,120 $ 308,630 $ 185,782 $ 507,467 $ 489,233 $ 268,476 $ 12,496 $ 75,118 $ 113,539 Consumer and Business Banking The Consumer and Business Banking segment primarily provides financial products and services to consumer and commercial customers through the Company’s domestic branch network and digital banking platform.
The following table presents the results by operating segment for the periods indicated: Year Ended December 31, Consumer and Business Banking Commercial Banking Other ($ in thousands) 2023 2022 2021 2023 2022 2021 2023 2022 2021 Total revenue (loss) $ 1,340,938 $ 1,280,989 $ 791,226 $ 1,166,984 $ 1,071,634 $ 929,970 $ 99,596 $ (8,076) $ 96,270 Provision for (reversal of) credit losses 18,422 27,197 (4,998) 106,578 46,303 (30,002) — — — Noninterest expense 477,622 397,882 364,635 382,865 314,185 275,649 162,261 147,326 155,805 Segment income (loss) before income taxes 844,894 855,910 431,589 677,541 711,146 684,323 (62,665) (155,402) (59,535) Segment net income $ 596,366 $ 608,120 $ 308,630 $ 478,418 $ 507,467 $ 489,233 $ 86,377 $ 12,496 $ 75,118 Consumer and Business Banking The Consumer and Business Banking segment primarily provides financial products and services to consumer and commercial customers through the Company’s domestic branch network and digital banking platform.
Treasury securities $ 524,081 $ 471,469 19 % $ — $ — — % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise debt securities 998,972 789,412 32 % — — — % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise mortgage-backed securities 1,289,106 1,042,310 43 % — — — % 100 % — % — % — % — % Municipal securities 189,709 151,980 6 % — — — % 100 % — % — % — % — % Total HTM debt securities $ 3,001,868 $ 2,455,171 100 % $ — $ — — % 100 % — % — % — % — % Total debt securities $ 9,881,093 $ 8,490,164 $ 10,087,179 $ 9,965,353 (1) Credit ratings express opinions about the credit quality of a debt security.
Treasury securities $ 529,548 $ 488,551 20 % $ 524,081 $ 471,469 19 % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise debt securities 1,001,836 814,932 33 % 998,972 789,412 32 % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise mortgage-backed securities 1,235,784 1,004,697 41 % 1,289,106 1,042,310 43 % 100 % — % — % — % — % Municipal securities 188,872 145,791 6 % 189,709 151,980 6 % 100 % — % — % — % — % Total HTM debt securities $ 2,956,040 $ 2,453,971 100 % $ 3,001,868 $ 2,455,171 100 % 100 % — % — % — % — % Total debt securities $ 9,872,531 $ 8,642,308 $ 9,881,093 $ 8,490,164 (1) Credit ratings express opinions about the credit quality of a debt security.
The year-over-year change largely reflected investments that close in a given period and the mix of tax credits being recognized, all of which have differing amortization periods. 42 Income Taxes The following table presents the income before income taxes, income tax expense and effective tax rate for the periods indicated: ($ in thousands) Year Ended December 31, 2022 2021 2020 Income before income taxes $ 1,411,654 $ 1,056,377 $ 685,765 Income tax expense $ 283,571 $ 183,396 $ 117,968 Effective tax rate 20.1 % 17.4 % 17.2 % Income tax expense was $283.6 million in 2022, compared with $183.4 million in 2021, resulting in an effective tax rate of 20.1% and 17.4%, respectively.
Income Taxes The following table presents the income before income taxes, income tax expense and effective tax rate for the periods indicated: Year Ended December 31, ($ in thousands) 2023 2022 2021 Income before income taxes $ 1,459,770 $ 1,411,654 $ 1,056,377 Income tax expense $ 298,609 $ 283,571 $ 183,396 Effective tax rate 20.5 % 20.1 % 17.4 % Income tax expense was $299 million in 2023, compared with $284 million in 2022, resulting in an effective tax rate of 20.5% and 20.1%, respectively.
The composition of the loan portfolio as of December 31, 2022 was similar to the composition as of December 31, 2021. 47 The following table presents the composition of the Company’s total loan portfolio by loan type as of December 31, 2022 and 2021: December 31, 2022 2021 ($ in thousands) Amount % Amount % Commercial: C&I (1) $ 15,711,095 33 % $ 14,150,608 34 % CRE: CRE 13,857,870 29 % 12,155,047 29 % Multifamily residential 4,573,068 9 % 3,675,605 9 % Construction and land 638,420 1 % 346,486 1 % Total CRE 19,069,358 39 % 16,177,138 39 % Total commercial 34,780,453 72 % 30,327,746 73 % Consumer: Residential mortgage: Single-family residential 11,223,027 23 % 9,093,702 22 % HELOCs 2,122,655 5 % 2,144,821 5 % Total residential mortgage 13,345,682 28 % 11,238,523 27 % Other consumer 76,295 0 % 127,512 0 % Total consumer 13,421,977 28 % 11,366,035 27 % Total loans held-for-investment (2) 48,202,430 100 % 41,693,781 100 % Allowance for loan losses (595,645) (541,579) Loans held-for-sale (3) 25,644 635 Total loans, net $ 47,632,429 $ 41,152,837 (1) Includes $99.0 million and $534.2 million of Paycheck Protection Program (“PPP”) loans as of December 31, 2022 and 2021, respectively.
The following table presents the composition of the Company’s total loan portfolio by loan type as of December 31, 2023 and 2022: December 31, 2023 2022 ($ in thousands) Amount % Amount % Commercial: C&I $ 16,581,079 32 % $ 15,711,095 33 % CRE: CRE 14,777,081 28 % 13,857,870 29 % Multifamily residential 5,023,163 10 % 4,573,068 9 % Construction and land 663,868 1 % 638,420 1 % Total CRE 20,464,112 39 % 19,069,358 39 % Total commercial 37,045,191 71 % 34,780,453 72 % Consumer: Residential mortgage: Single-family residential 13,383,060 26 % 11,223,027 23 % HELOCs 1,722,204 3 % 2,122,655 5 % Total residential mortgage 15,105,264 29 % 13,345,682 28 % Other consumer 60,327 0 % 76,295 0 % Total consumer 15,165,591 29 % 13,421,977 28 % Total loans held-for-investment (1) 52,210,782 100 % 48,202,430 100 % Allowance for loan losses (668,743) (595,645) Loans held-for-sale (2) 116 25,644 Total loans, net $ 51,542,155 $ 47,632,429 (1) Includes $71 million and $70 million of net deferred loan fees and net unamortized premiums as of December 31, 2023, and 2022, respectively.
The following table summarizes the Company’s total CRE loans by property type as of December 31, 2022 and 2021: December 31, 2022 December 31, 2021 ($ in thousands) Amount % Amount % Property type: Retail (1) $ 4,075,769 22 % $ 3,685,900 23 % Multifamily 4,573,067 24 % 3,675,605 23 % Office (1) 2,522,554 13 % 2,416,274 15 % Industrial (1) 3,617,086 19 % 2,817,781 17 % Hospitality (1) 2,085,910 11 % 1,993,995 12 % Healthcare (1) (2) 796,577 4 % 644,052 4 % Construction and land 638,420 3 % 346,486 2 % Other (1) 759,975 4 % 597,045 4 % Total CRE loans $ 19,069,358 100 % $ 16,177,138 100 % (1) Included in CRE loans, which are a subset of Total CRE loans.
The following table summarizes the Company’s total CRE loans by property type as of December 31, 2023 and 2022: December 31, 2023 December 31, 2022 ($ in thousands) Amount % Amount % Property type: Multifamily $ 5,023,164 25 % $ 4,573,068 24 % Retail (1) 4,297,569 21 % 4,075,768 22 % Industrial (1) 3,997,764 20 % 3,617,086 19 % Hotel (1) 2,446,504 12 % 2,085,910 11 % Office (1) 2,271,508 11 % 2,522,554 13 % Healthcare (1) 852,362 4 % 796,577 4 % Construction and land 663,868 3 % 638,420 3 % Other (1) 911,373 4 % 759,975 4 % Total CRE loans $ 20,464,112 100 % $ 19,069,358 100 % (1) Included in CRE loans, which are a subset of Total CRE loans.
The following table presents additional financial information for the Commercial Banking segment for the periods indicated: ($ in thousands) Year Ended December 31, Change from 2021 2022 2021 $ % 2020 Net interest income before provision for (reversal of) credit losses $ 892,386 $ 766,202 $ 126,184 16 % $ 706,286 Noninterest income 179,248 163,768 15,480 9 % 142,337 Total revenue 1,071,634 929,970 141,664 15 % 848,623 Provision for (reversal of) credit losses 46,303 (30,002) 76,305 254 % 206,768 Noninterest expense 314,185 275,649 38,536 14 % 266,923 Segment income before income taxes 711,146 684,323 26,823 4 % 374,932 Income tax expense 203,679 195,090 8,589 4 % 106,456 Segment net income $ 507,467 $ 489,233 $ 18,234 4 % $ 268,476 Average loans $ 29,550,386 $ 25,794,004 $ 3,756,382 15 % $ 24,742,030 Average deposits $ 17,276,427 $ 17,122,743 $ 153,684 1 % $ 10,811,020 44 Commercial Banking segment net income increased $18.2 million, or 4%, year-over-year to $507.5 million in 2022.
The following table presents additional financial information for the Commercial Banking segment for the periods indicated: Year Ended December 31, Change from 2022 ($ in thousands) 2023 2022 $ % 2021 Net interest income before provision for (reversal of) credit losses $ 992,519 $ 892,386 $ 100,133 11 % $ 766,202 Noninterest income 174,465 179,248 (4,783) (3) % 163,768 Total revenue 1,166,984 1,071,634 95,350 9 % 929,970 Provision for (reversal of) credit losses 106,578 46,303 60,275 130 % (30,002) Noninterest expense 382,865 314,185 68,680 22 % 275,649 Segment income before income taxes 677,541 711,146 (33,605) (5) % 684,323 Income tax expense 199,123 203,679 (4,556) (2) % 195,090 Segment net income $ 478,418 $ 507,467 $ (29,049) (6) % $ 489,233 Average loans $ 31,613,809 $ 29,550,386 $ 2,063,423 7 % $ 25,794,004 Average deposits $ 17,825,312 $ 17,276,427 $ 548,885 3 % $ 17,122,743 Commercial Banking segment net income decreased by $29 million or 6% year-over-year to $478 million in 2023.
Noninterest Expense The following table presents the components of noninterest expense for the periods indicated: Year Ended December 31, ($ in thousands) 2022 2021 % Change from 2021 2020 Compensation and employee benefits $ 477,635 $ 433,728 10 % $ 404,071 Occupancy and equipment expense 62,501 62,996 (1) % 66,489 Deposit insurance premiums and regulatory assessments 19,449 17,563 11 % 15,128 Deposit account expense 25,508 16,152 58 % 13,530 Data processing 14,517 16,263 (11) % 16,603 Computer software expense 28,259 30,600 (8) % 29,033 Other operating expense 118,166 96,330 23 % 92,646 Amortization of tax credit and other investments 113,358 122,457 (7) % 70,082 Repurchase agreements’ extinguishment cost — — — % 8,740 Total noninterest expense $ 859,393 $ 796,089 8 % $ 716,322 Noninterest expense was $859.4 million in 2022, an increase of $63.3 million or 8%, compared with $796.1 million in 2021.
The year-over-year increase was primarily due to higher income from bank-owned life insurance policies. 43 Noninterest Expense The following table presents the components of noninterest expense for the periods indicated: Year Ended December 31, ($ in thousands) 2023 2022 % Change from 2022 2021 Compensation and employee benefits $ 508,538 $ 477,635 6 % $ 433,728 Occupancy and equipment expense 62,763 62,501 0 % 62,996 Deposit insurance premiums and regulatory assessments 103,308 19,449 431 % 17,563 Deposit account expense 43,143 25,508 69 % 16,152 Computer software and data processing expenses 44,475 42,776 4 % 46,863 Other operating expense 140,222 118,166 19 % 96,330 Amortization of tax credit and other investments 120,299 113,358 6 % 122,457 Total noninterest expense $ 1,022,748 $ 859,393 19 % $ 796,089 Noninterest expense was $1.0 billion in 2023, an increase of $163 million or 19%, compared with $859 million in 2022.
($ in thousands) Year Ended December 31, 2022 vs. 2021 2021 vs. 2020 Total Change Changes Due to Total Change Changes Due to Volume Yield/Rate Volume Yield/Rate Interest-earning assets: Interest-bearing cash and deposits with banks $ 25,582 $ (10,802) $ 36,384 $ (9,644) $ 8,223 $ (17,867) Resale agreements (2,472) (12,812) 10,340 10,850 16,168 (5,318) AFS debt securities 8,531 (32,250) 40,781 61,430 75,704 (14,274) HTM debt securities 46,392 46,392 — — — — Loans 623,401 219,385 404,016 (39,482) 111,007 (150,489) Restricted equity securities 1,063 (38) 1,101 538 5 533 Total interest and dividend income $ 702,497 $ 209,875 $ 492,622 $ 23,692 $ 211,107 $ (187,415) Interest-bearing liabilities: Checking deposits $ 16,785 $ 310 $ 16,475 $ (11,190) $ 4,509 $ (15,699) Money market deposits 92,401 19 92,382 (27,679) 8,921 (36,600) Saving deposits 1,054 437 617 1,098 1,409 (311) Time deposits 72,439 4,299 68,140 (77,812) (10,424) (67,388) Federal funds purchased and short-term borrowings 1,759 1,767 (8) (1,462) (2,184) 722 FHLB advances (5,127) (4,951) (176) (6,911) (4,722) (2,189) Repurchase agreements 6,363 4,743 1,620 (3,767) (1,357) (2,410) Long-term debt and finance lease liabilities 2,513 8 2,505 (2,963) (7,263) 4,300 Total interest expense $ 188,187 $ 6,632 $ 181,555 $ (130,686) $ (11,111) $ (119,575) Change in net interest income $ 514,310 $ 203,243 $ 311,067 $ 154,378 $ 222,218 $ (67,840) Noninterest Income The following table presents the components of noninterest income for the periods indicated: ($ in thousands) Year Ended December 31, 2022 2021 % Change from 2021 2020 Lending fees $ 79,208 $ 77,704 2 % $ 74,842 Deposit account fees 88,435 71,261 24 % 48,148 Interest rate contracts and other derivative income 29,057 22,913 27 % 31,685 Foreign exchange income 48,158 48,977 (2) % 22,370 Wealth management fees 27,565 25,751 7 % 17,494 Net gains on sales of loans 6,411 8,909 (28) % 4,501 Gains on sales of AFS debt securities 1,306 1,568 (17) % 12,299 Other investment income 7,037 16,852 (58) % 10,641 Other income 11,489 11,960 (4) % 13,567 Total noninterest income $ 298,666 $ 285,895 4 % $ 235,547 Noninterest income comprised 13% and 16% of total revenue in 2022 and 2021, respectively.
Year Ended December 31, 2023 vs. 2022 2022 vs. 2021 Total Change Changes Due to Total Change Changes Due to ($ in thousands) Volume Yield/Rate Volume Yield/Rate Interest-earning assets: Interest-bearing cash and deposits with banks $ 179,530 $ 27,977 $ 151,553 $ 25,582 $ (10,802) $ 36,384 Resale agreements (9,603) (18,266) 8,663 (2,472) (12,812) 10,340 AFS debt securities 73,078 (12,895) 85,973 8,531 (32,250) 40,781 HTM debt securities 4,206 3,733 473 46,392 46,392 — Loans: C&I 475,162 23,900 451,262 243,518 50,613 192,905 CRE 435,956 95,037 340,919 276,918 96,028 180,890 Residential mortgage 212,558 87,511 125,047 102,991 73,603 29,388 Other consumer 769 (907) 1,676 (26) (859) 833 Total loans 1,124,445 205,541 918,904 623,401 219,385 404,016 Restricted equity securities 918 177 741 1,063 (38) 1,101 Total interest and dividend income $ 1,372,574 $ 206,267 $ 1,166,307 $ 702,497 $ 209,875 $ 492,622 Interest-bearing liabilities: Checking deposits $ 149,392 $ 4,879 $ 144,513 $ 16,785 $ 310 $ 16,475 Money market deposits 292,040 (6,983) 299,023 92,401 19 92,382 Saving deposits 7,023 (2,792) 9,815 1,054 437 617 Time deposits 505,257 118,581 386,676 72,439 4,299 68,140 Federal funds purchased and short-term borrowings 155,201 151,725 3,476 1,759 1,767 (8) FHLB advances 4,676 330 4,346 (5,127) (4,951) (176) Repurchase agreements (12,865) (17,113) 4,248 6,363 4,743 1,620 Long-term debt and finance lease liabilities 5,477 17 5,460 2,513 8 2,505 Total interest expense $ 1,106,201 $ 248,644 $ 857,557 $ 188,187 $ 6,632 $ 181,555 Change in net interest income $ 266,373 $ (42,377) $ 308,750 $ 514,310 $ 203,243 $ 311,067 42 Noninterest Income The following table presents the components of noninterest income for the periods indicated: Year Ended December 31, ($ in thousands) 2023 2022 % Change from 2022 2021 Lending fees $ 83,876 $ 79,208 6 % $ 77,704 Deposit account fees 89,606 88,435 1 % 71,261 Customer derivative income 20,200 29,057 (30) % 22,913 Foreign exchange income 52,481 48,158 9 % 48,977 Wealth management fees 26,805 27,565 (3) % 25,751 Net gains on sales of loans 3,634 6,411 (43) % 8,909 Net (losses) gains on AFS debt securities (6,862) 1,306 NM 1,568 Other investment income 9,348 7,037 33 % 16,852 Other income 16,176 11,489 41 % 11,960 Total noninterest income $ 295,264 $ 298,666 (1) % $ 285,895 NM - Not meaningful Noninterest income comprised 11% and 13% of total revenue in 2023 and 2022, respectively.
Other products and services provided by this segment include wealth management, treasury management, interest rate risk hedging and foreign exchange services. 43 The following table presents additional financial information for the Consumer and Business Banking segment for the periods indicated: ($ in thousands) Year Ended December 31, Change from 2021 2022 2021 $ % 2020 Net interest income before provision for (reversal of) credit losses $ 1,170,850 $ 697,101 $ 473,749 68 % $ 530,829 Noninterest income 110,139 94,125 16,014 17 % 64,115 Total revenue 1,280,989 791,226 489,763 62 % 594,944 Provision for (reversal of) credit losses 27,197 (4,998) 32,195 644 % 3,885 Noninterest expense 397,882 364,635 33,247 9 % 331,750 Segment income before income taxes 855,910 431,589 424,321 98 % 259,309 Income tax expense 247,790 122,959 124,831 102 % 73,527 Segment net income $ 608,120 $ 308,630 $ 299,490 97 % $ 185,782 Average loans $ 15,769,072 $ 13,922,693 $ 1,846,379 13 % $ 12,056,987 Average deposits $ 33,278,330 $ 31,679,856 $ 1,598,474 5 % $ 27,201,737 Consumer and Business Banking segment net income increased $299.5 million or 97% year-over-year to $608.1 million in 2022, due to revenue growth, partially offset by higher income tax expense, noninterest expense and provision for credit losses.
The following table presents additional financial information for the Consumer and Business Banking segment for the periods indicated: Year Ended December 31, Change from 2022 ($ in thousands) 2023 2022 $ % 2021 Net interest income before provision for (reversal of) credit losses $ 1,238,829 $ 1,170,850 $ 67,979 6 % $ 697,101 Noninterest income 102,109 110,139 (8,030) (7) % 94,125 Total revenue 1,340,938 1,280,989 59,949 5 % 791,226 Provision for (reversal of) credit losses 18,422 27,197 (8,775) (32) % (4,998) Noninterest expense 477,622 397,882 79,740 20 % 364,635 Segment income before income taxes 844,894 855,910 (11,016) (1) % 431,589 Income tax expense 248,528 247,790 738 0 % 122,959 Segment net income $ 596,366 $ 608,120 $ (11,754) (2) % $ 308,630 Average loans $ 17,931,327 $ 15,769,072 $ 2,162,255 14 % $ 13,922,693 Average deposits $ 33,668,913 $ 33,278,330 $ 390,583 1 % $ 31,679,856 45 Consumer and Business Banking segment net income decreased by $12 million or 2% year-over-year to $596 million in 2023, due to an increase in noninterest expense, partially offset by an increase in net interest income.
Treasury securities $ 676,306 $ 606,203 10 % $ 1,049,238 $ 1,032,681 10 % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise debt securities 517,806 461,607 8 % 1,333,984 1,301,971 13 % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise mortgage-backed securities 2,588,446 2,262,464 37 % 4,210,832 4,157,263 42 % 100 % — % — % — % — % Municipal securities 303,884 257,099 4 % 519,381 523,158 5 % 93 % 4 % — % — % 3 % Non-agency mortgage-backed securities 1,209,714 1,047,553 17 % 1,388,857 1,378,374 14 % 81 % — % — % — % 19 % Corporate debt securities 673,502 526,274 9 % 657,516 649,665 6 % — % 31 % 67 % 2 % — % Foreign government bonds 241,165 227,053 4 % 260,447 257,733 3 % 46 % 54 % — % — % — % Asset-backed securities 51,152 49,076 1 % 74,674 74,558 1 % 100 % — % — % — % — % CLOs 617,250 597,664 10 % 592,250 589,950 6 % 96 % 4 % — % — % — % Total AFS debt securities $ 6,879,225 $ 6,034,993 100 % $ 10,087,179 $ 9,965,353 100 % 86 % 5 % 6 % 0 % 3 % HTM debt securities: U.S.
Treasury securities $ 1,112,587 $ 1,060,375 17 % $ 676,306 $ 606,203 10 % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise debt securities 412,086 364,446 6 % 517,806 461,607 8 % 100 % — % — % — % — % U.S. government agency and U.S. government-sponsored enterprise mortgage-backed securities 2,488,304 2,195,853 35 % 2,588,446 2,262,464 37 % 100 % — % — % — % — % Municipal securities 297,283 261,016 4 % 303,884 257,099 4 % 98 % — % — % — % 2 % Non-agency mortgage-backed securities 1,052,913 921,187 15 % 1,209,714 1,047,553 17 % 82 % — % — % — % 18 % Corporate debt securities 653,501 502,425 8 % 673,502 526,274 9 % — % 32 % 66 % 2 % — % Foreign government bonds 239,333 227,874 4 % 241,165 227,053 4 % 47 % 53 % — % — % — % Asset-backed securities 43,234 42,300 1 % 51,152 49,076 1 % 100 % — % — % — % — % Collateralized loan obligations 617,250 612,861 10 % 617,250 597,664 10 % 96 % 4 % — % — % — % Total AFS debt securities $ 6,916,491 $ 6,188,337 100 % $ 6,879,225 $ 6,034,993 100 % 87 % 5 % 5 % 0 % 3 % HTM debt securities: U.S.
The distribution of the total CRE loan portfolio reflects the Company’s geographical footprint, which is primarily concentrated in California: December 31, 2022 ($ in thousands) CRE % Multifamily Residential % Construction and Land % Total % Geographic markets: Southern California $ 7,233,902 $ 2,215,632 $ 222,425 $ 9,671,959 Northern California 2,798,840 890,002 235,732 3,924,574 California 10,032,742 72 % 3,105,634 68 % 458,157 72 % 13,596,533 71 % Texas 1,150,401 8 % 410,872 9 % 2,153 0 % 1,563,426 8 % New York 682,096 5 % 221,253 5 % 99,595 16 % 1,002,944 5 % Washington 449,423 3 % 173,611 4 % 15,557 2 % 638,591 3 % Arizona 291,114 2 % 95,460 2 % 297 0 % 386,871 2 % Nevada 159,092 1 % 108,060 2 % 30,673 5 % 297,825 2 % Other markets 1,093,002 9 % 458,178 10 % 31,988 5 % 1,583,168 9 % Total loans $ 13,857,870 100 % $ 4,573,068 100 % $ 638,420 100 % $ 19,069,358 100 % December 31, 2021 ($ in thousands) CRE % Multifamily Residential % Construction and Land % Total % Geographic markets: Southern California $ 6,406,609 $ 2,030,938 $ 138,953 $ 8,576,500 Northern California 2,622,398 748,631 109,483 3,480,512 California 9,029,007 75 % 2,779,569 77 % 248,436 70 % 12,057,012 75 % Texas 1,005,455 8 % 308,652 8 % 1,896 1 % 1,316,003 8 % New York 630,442 5 % 157,099 4 % 78,368 23 % 865,909 5 % Washington 408,913 3 % 116,047 3 % 9,865 3 % 534,825 3 % Arizona 122,822 1 % 51,730 1 % — — % 174,552 1 % Nevada 128,395 1 % 115,163 3 % 5,775 2 % 249,333 2 % Other markets 830,013 7 % 147,345 4 % 2,146 1 % 979,504 6 % Total loans $ 12,155,047 100 % $ 3,675,605 100 % $ 346,486 100 % $ 16,177,138 100 % Because 71% and 75% of total CRE loans were concentrated in California as of December 31, 2022 and 2021, respectively, changes in California’s economy and real estate values could have a significant impact on the collectability of these loans and the required level of allowance for loan losses.
The distribution of the total CRE loan portfolio largely reflects the Company’s geographical branch footprint, which is primarily concentrated in California: December 31, 2023 ($ in thousands) CRE % Multifamily Residential % Construction and Land % Total % Geographic markets: Southern California $ 7,604,053 51 % $ 2,295,592 46 % $ 294,879 44 % $ 10,194,524 50 % Northern California 2,737,635 19 % 1,055,852 21 % 147,031 22 % 3,940,518 19 % California 10,341,688 70 % 3,351,444 67 % 441,910 66 % 14,135,042 69 % Texas 1,122,428 8 % 445,391 9 % 41,768 6 % 1,609,587 8 % New York 696,950 5 % 287,961 6 % 43,227 7 % 1,028,138 5 % Washington 495,577 3 % 173,367 3 % 10,375 2 % 679,319 3 % Arizona 355,047 2 % 148,970 3 % 38,897 6 % 542,914 3 % Nevada 257,105 2 % 142,133 3 % 6,325 1 % 405,563 2 % Other markets 1,508,286 10 % 473,897 9 % 81,366 12 % 2,063,549 10 % Total loans $ 14,777,081 100 % $ 5,023,163 100 % $ 663,868 100 % $ 20,464,112 100 % 51 December 31, 2022 ($ in thousands) CRE % Multifamily Residential % Construction and Land % Total % Geographic markets: Southern California $ 7,233,902 52 % $ 2,215,632 48 % $ 222,425 35 % $ 9,671,959 51 % Northern California 2,798,840 20 % 890,002 20 % 235,732 37 % 3,924,574 20 % California 10,032,742 72 % 3,105,634 68 % 458,157 72 % 13,596,533 71 % Texas 1,150,401 8 % 410,872 9 % 2,153 0 % 1,563,426 8 % New York 682,096 5 % 221,253 5 % 99,595 16 % 1,002,944 5 % Washington 449,423 3 % 173,611 4 % 15,557 2 % 638,591 3 % Arizona 291,114 2 % 95,460 2 % 297 0 % 386,871 2 % Nevada 159,092 1 % 108,060 2 % 30,673 5 % 297,825 2 % Other markets 1,093,002 9 % 458,178 10 % 31,988 5 % 1,583,168 9 % Total loans $ 13,857,870 100 % $ 4,573,068 100 % $ 638,420 100 % $ 19,069,358 100 % As of December 31, 2023 and 2022, 69% and 71%, respectively, of total CRE loans were concentrated in California.
The following table presents additional financial information for the Other segment for the periods indicated: ($ in thousands) Year Ended December 31, Change from 2021 2022 2021 $ % 2020 Net interest (loss) income $ (17,355) $ 68,268 $ (85,623) (125) % $ 140,078 Noninterest income 9,279 28,002 (18,723) (67) % 29,095 Total (loss) revenue (8,076) 96,270 (104,346) (108) % 169,173 Noninterest expense 147,326 155,805 (8,479) (5) % 117,649 Segment loss before income taxes (155,402) (59,535) (95,867) 161 % 51,524 Income tax benefit (167,898) (134,653) (33,245) 25 % (62,015) Segment net income $ 12,496 $ 75,118 $ (62,622) (83) % $ 113,539 Average deposits $ 3,744,822 $ 2,681,097 $ 1,063,725 40 % $ 2,750,134 The Other segment reported segment loss before income taxes of $155.4 million and segment net income of $12.5 million, reflecting an income tax benefit of $167.9 million in 2022.
Other Centralized functions, including the corporate treasury activities of the Company and eliminations of inter-segment amounts, have been aggregated and included in the Other segment, which provides broad administrative support to the two core segments, namely the Consumer and Business Banking and the Commercial Banking segments. 46 The following table presents additional financial information for the Other segment for the periods indicated: Year Ended December 31, Change from 2022 ($ in thousands) 2023 2022 $ % 2021 Net interest income (loss) $ 80,906 $ (17,355) $ 98,261 NM $ 68,268 Noninterest income 18,690 9,279 9,411 101 % 28,002 Total revenue (loss) 99,596 (8,076) 107,672 NM 96,270 Noninterest expense 162,261 147,326 14,935 10 % 155,805 Segment loss before income taxes (62,665) (155,402) 92,737 60 % (59,535) Income tax benefit (149,042) (167,898) 18,856 11 % (134,653) Segment net income $ 86,377 $ 12,496 $ 73,881 NM $ 75,118 Average deposits $ 3,468,506 $ 3,744,822 $ (276,316) (7) % $ 2,681,097 NM - Not meaningful The Other segment reported segment loss before income taxes of $63 million and segment net income of $86 million, reflecting an income tax benefit of $149 million in 2023.