Biggest changeAt December 31, 2022, commercial and commercial real estate loans were $22.0 billion, an increase of $12.2 billion compared to December 31, 2021 driven by the merger with First Midwest and strong loan production in 2022. 48 The following table provides detail on commercial loans by industry classification (as defined by the North American Industry Classification System) and by loan size at December 31. 2022 2021 (dollars in thousands) Outstanding Exposure Nonaccrual Outstanding Exposure Nonaccrual By Industry: Manufacturing $ 1,757,907 $ 2,803,883 $ 2,464 $ 612,873 $ 1,152,774 $ 6,689 Health care and social assistance 1,588,392 2,043,105 11,806 376,664 550,400 444 Wholesale trade 857,400 1,552,985 2,895 240,618 438,357 1,598 Real estate rental and leasing 642,511 962,549 1,135 204,612 347,991 504 Construction 556,913 1,307,582 1,517 310,649 744,610 1,429 Professional, scientific, and technical services 507,940 832,407 4,735 141,364 279,185 937 Finance and insurance 484,532 858,391 17 162,920 232,847 44 Transportation and warehousing 422,643 633,267 3,496 134,072 243,086 1,594 Accommodation and food services 399,915 512,025 596 78,689 108,724 2,399 Retail trade 332,367 538,135 7,386 131,303 289,478 945 Administrative and support and waste management and remediation services 315,785 446,655 13,860 86,307 149,417 — Agriculture, forestry, fishing, and hunting 261,355 382,376 996 114,699 164,364 1,521 Public administration 231,453 325,834 846 247,770 357,310 — Educational services 210,850 378,955 3,750 216,384 295,065 — Other services 194,998 356,743 2,656 121,577 260,413 2,542 Other 743,943 1,122,409 739 211,268 388,110 4,003 Total $ 9,508,904 $ 15,057,301 $ 58,894 $ 3,391,769 $ 6,002,131 $ 24,649 By Loan Size: Less than $200,000 3 % 3 % 3 % 8 % 6 % 7 % $200,000 to $1,000,000 11 11 20 18 16 42 $1,000,000 to $5,000,000 25 26 36 31 29 51 $5,000,000 to $10,000,000 15 15 24 15 16 — $10,000,000 to $25,000,000 31 27 17 18 18 — Greater than $25,000,000 15 18 — 10 15 — Total 100 % 100 % 100 % 100 % 100 % 100 % The following table provides detail on commercial real estate loans classified by property type at December 31. 2022 2021 (dollars in thousands) Outstanding % Outstanding % By Property Type: Multifamily $ 4,188,137 34 % $ 1,995,803 31 % Warehouse / Industrial 1,976,804 16 851,956 14 Office 1,813,007 15 1,018,973 16 Retail 1,808,041 14 1,037,034 16 Commercial development 660,798 5 114,113 2 Single family 515,390 4 333,221 5 Other (1) 1,494,893 12 1,029,574 16 Total $ 12,457,070 100 % $ 6,380,674 100 % (1) Other includes agriculture real estate, hotels, self-storage, senior housing, land development, religion, and mixed-use properties. 49 Residential Real Estate Loans Residential real estate loans held in our portfolio increased $4.2 billion to $6.5 billion at December 31, 2022, compared to December 31, 2021, driven by the merger with First Midwest and organic loan growth.
Biggest changeAt December 31, 2023, commercial and commercial real estate loans were $23.7 billion, an increase of $1.7 billion compared to December 31, 2022 driven by disciplined loan production that was well balanced across our market footprint and product lines, partially offset by commercial loan sales. 50 The following table provides detail on commercial loans by industry classification (as defined by the North American Industry Classification System) and by loan size at December 31. 2023 2022 (dollars in thousands) Outstanding Exposure (1) Nonaccrual Outstanding Exposure (1) Nonaccrual By Industry: Manufacturing $ 1,589,727 $ 2,734,935 $ 7,408 $ 1,757,907 $ 2,803,883 $ 2,464 Health care and social assistance 1,567,286 1,949,250 7,390 1,588,392 2,043,105 11,806 Wholesale trade 748,058 1,541,951 3,789 857,400 1,552,985 2,895 Real estate rental and leasing 686,008 1,035,073 700 642,511 962,549 1,135 Finance and insurance 637,630 966,842 1 484,532 858,391 17 Construction 554,312 1,437,025 2,040 556,913 1,307,582 1,517 Professional, scientific, and technical services 458,133 821,738 3,825 507,940 832,407 4,735 Transportation and warehousing 453,630 703,976 1,746 422,643 633,267 3,496 Accommodation and food services 389,591 503,990 705 399,915 512,025 596 Retail trade 345,944 620,308 5,273 332,367 538,135 7,386 Administrative and support and waste management and remediation services 321,018 487,359 347 315,785 446,655 13,860 Educational services 263,539 406,867 7 210,850 378,955 3,750 Agriculture, forestry, fishing, and hunting 255,811 392,098 415 261,355 382,376 996 Public administration 216,939 285,963 — 231,453 325,834 846 Other services 208,012 400,195 9,328 194,998 356,743 2,656 Other 816,592 1,111,030 1,537 743,943 1,122,409 739 Total $ 9,512,230 $ 15,398,600 $ 44,511 $ 9,508,904 $ 15,057,301 $ 58,894 By Loan Size: Less than $200,000 3 % 3 % 5 % 3 % 3 % 3 % $200,000 to $1,000,000 11 10 20 11 11 20 $1,000,000 to $5,000,000 24 25 48 25 26 36 $5,000,000 to $10,000,000 16 16 7 15 15 24 $10,000,000 to $25,000,000 31 28 20 31 27 17 Greater than $25,000,000 15 18 — 15 18 — Total 100 % 100 % 100 % 100 % 100 % 100 % (1) Includes unfunded loan commitments.
(6) Includes the allowance for credit losses on loans and unfunded loan commitments. 36 The following table sets forth certain financial highlights of Old National for the year-to-date periods: Years Ended December 31, (dollars and shares in thousands, except per share data) 2022 2021 Income Statement: Net interest income $ 1,327,936 $ 596,400 Taxable equivalent adjustment (1) 18,414 13,913 Net interest income - taxable equivalent basis 1,346,350 610,313 Provision for credit losses (2) 144,799 (29,622) Noninterest income 399,779 214,219 Noninterest expense (2) 1,038,183 501,379 Net income available to common shareholders $ 414,169 $ 277,538 Per Common Share Data: Weighted average diluted common shares 276,688 165,929 Net income (diluted) $ 1.50 $ 1.67 Cash dividends $ 0.56 $ 0.56 Common dividend payout ratio (3) 37 % 33 % Book value $ 16.68 $ 18.16 Stock price 17.98 18.12 Tangible common book value (4) 9.42 11.70 Performance Ratios: Return on average assets 0.99 % 1.17 % Return on average common equity 8.92 9.26 Return on tangible common equity (4) 15.72 14.74 Return on average tangible common equity (4) 16.34 14.89 Net interest margin (4) 3.47 2.89 Efficiency ratio (4) 57.97 59.75 Efficiency ratio (prior presentation) (5) N/A 59.65 Net charge-offs (recoveries) to average loans 0.06 (0.03) Allowance for credit losses on loans to ending loans 0.98 0.79 Allowance for credit losses (6) to ending loans 1.08 0.87 Non-performing loans to ending loans 0.81 0.92 Balance Sheet: Total loans $ 31,123,641 $ 13,601,846 Total assets 46,763,372 24,453,564 Total deposits 35,000,830 18,569,195 Total borrowed funds 5,586,314 2,575,240 Total shareholders' equity 5,128,595 3,012,018 Capital Ratios: Risk-based capital ratios: Tier 1 common equity 10.03 % 12.04 % Tier 1 10.71 12.04 Total 12.02 12.77 Leverage ratio (to average assets) 8.52 8.59 Total equity to assets (averages) 11.23 12.60 Tangible common equity to tangible assets (4) 6.18 8.30 Nonfinancial Data: Full-time equivalent employees 3,967 2,374 Banking centers 263 162 (1) Calculated using the federal statutory tax rate in effect of 21% for all periods.
(4) Includes the allowance for credit losses on loans and unfunded loan commitments. 38 The following table sets forth certain financial highlights of Old National for the year-to-date periods: Years Ended December 31, (dollars and shares in thousands, except per share data) 2023 2022 Income Statement: Net interest income $ 1,503,153 $ 1,327,936 Taxable equivalent adjustment (1) (3) 23,428 18,414 Net interest income – taxable equivalent basis (3) 1,526,581 1,346,350 Provision (release) for credit losses 58,887 144,799 Noninterest income 333,342 399,779 Noninterest expense 1,026,306 1,038,183 Net income available to common shareholders 565,857 414,169 Per Common Share Data: Weighted average diluted common shares 291,855 276,688 Net income (diluted) $ 1.94 $ 1.50 Cash dividends $ 0.56 $ 0.56 Common dividend payout ratio (2) 29 % 37 % Book value $ 18.18 $ 16.68 Stock price 16.89 17.98 Tangible common book value (3) 11.00 9.42 Performance Ratios: Return on average assets 1.21 % 0.99 % Return on average common equity 11.29 8.92 Return on average tangible common equity (3) 20.15 16.34 Net interest margin (3) 3.54 3.47 Efficiency ratio (3) 53.70 57.97 Net charge-offs to average loans 0.17 0.06 Allowance for credit losses on loans to ending loans 0.93 0.98 Allowance for credit losses (4) to ending loans 1.03 1.08 Non-performing loans to ending loans 0.83 0.81 Balance Sheet: Total loans $ 32,991,927 $ 31,123,641 Total assets 49,089,836 46,763,372 Total deposits 37,235,180 35,000,830 Total borrowed funds 5,331,147 5,586,314 Total shareholders’ equity 5,562,900 5,128,595 Capital Ratios: Risk-based capital ratios: Tier 1 common equity 10.70 % 10.03 % Tier 1 11.35 10.71 Total 12.64 12.02 Leverage ratio (to average assets) 8.83 8.52 Total equity to assets (averages) 10.91 11.23 Tangible common equity to tangible assets (3) 6.85 6.18 Nonfinancial Data: Full-time equivalent employees 3,940 3,967 Banking centers 258 263 (1) Calculated using the federal statutory tax rate in effect of 21% for all periods.
Therefore, management believes these measures provide useful information for both management and investors by allowing them to make better peer comparisons. 41 The following table presents a three-year average balance sheet and for each major asset and liability category, its related interest income and yield, or its expense and rate for the years ended December 31. 2022 2021 2020 (Taxable equivalent basis, dollars in thousands) Average Balance Income (1) / Expense Yield/ Rate Average Balance Income (1) / Expense Yield/ Rate Average Balance Income (1) / Expense Yield/ Rate Earning Assets Money market and other interest- earning investments $ 812,296 $ 2,814 0.35 % $ 450,158 $ 589 0.13 % $ 174,494 $ 568 0.33 % Investment securities: Treasury and government- sponsored agencies 2,290,229 47,932 2.09 1,573,855 24,209 1.54 547,054 12,124 2.22 Mortgage-backed securities 5,562,442 129,411 2.33 3,356,950 60,479 1.80 3,246,520 70,611 2.17 States and political subdivisions 1,805,433 57,688 3.20 1,548,939 50,115 3.24 1,347,490 47,034 3.49 Other securities 687,926 24,133 3.51 443,606 10,680 2.41 485,430 11,990 2.47 Total investment securities 10,346,030 259,164 2.50 6,923,350 145,483 2.10 5,626,494 141,759 2.52 Loans: (2) Commercial 8,252,237 397,228 4.81 3,763,099 138,063 3.67 3,843,089 140,473 3.66 Commercial real estate 11,147,967 489,499 4.39 6,168,146 228,568 3.71 5,477,562 234,670 4.28 Residential real estate loans 5,622,901 201,637 3.59 2,269,989 83,578 3.68 2,352,444 94,202 4.00 Consumer 2,570,355 122,274 4.76 1,577,467 56,281 3.57 1,684,598 65,222 3.87 Total loans 27,593,460 1,210,638 4.39 13,778,701 506,490 3.68 13,357,693 534,567 4.00 Total earning assets 38,751,786 $ 1,472,616 3.80 % 21,152,209 $ 652,562 3.09 % 19,158,681 $ 676,894 3.53 % Less: Allowance for credit losses on loans (261,534) (117,436) (115,321) Non-Earning Assets Cash and due from banks 355,391 256,860 327,053 Other assets 4,404,057 2,492,054 2,414,602 Total assets $ 43,249,700 $ 23,783,687 $ 21,785,015 Interest-Bearing Liabilities Checking and NOW accounts $ 8,104,844 $ 21,321 0.26 % $ 4,974,477 $ 2,080 0.04 % $ 4,465,120 $ 5,450 0.12 % Savings accounts 6,342,697 3,367 0.05 3,648,019 2,003 0.05 3,113,435 3,156 0.10 Money market accounts 4,961,159 11,882 0.24 2,092,661 1,756 0.08 1,866,197 4,585 0.25 Time deposits 2,358,731 12,523 0.53 1,020,359 5,115 0.50 1,421,216 14,978 1.05 Total interest-bearing deposits 21,767,431 49,093 0.23 11,735,516 10,954 0.09 10,865,968 28,169 0.26 Federal funds purchased and interbank borrowings 151,243 5,021 3.32 1,113 — — 138,257 1,296 0.94 Securities sold under agreements to repurchase 440,619 843 0.19 392,777 397 0.10 375,961 854 0.23 FHLB advances 2,986,006 51,524 1.73 1,902,407 21,075 1.11 2,055,155 27,274 1.33 Other borrowings 619,659 19,785 3.19 269,484 9,823 3.65 242,642 9,621 3.96 Total borrowed funds 4,197,527 77,173 1.84 2,565,781 31,295 1.22 2,812,015 39,045 1.39 Total interest-bearing liabilities $ 25,964,958 $ 126,266 0.49 % $ 14,301,297 $ 42,249 0.30 % $ 13,677,983 $ 67,214 0.49 % Noninterest-Bearing Liabilities and Shareholders' Equity Demand deposits 11,750,306 6,163,937 4,945,506 Other liabilities 676,940 320,933 286,066 Shareholders' equity 4,857,496 2,997,520 2,875,460 Total liabilities and shareholders' equity $ 43,249,700 $ 23,783,687 $ 21,785,015 Net interest income - taxable equivalent basis $ 1,346,350 3.47 % $ 610,313 2.89 % $ 609,680 3.18 % Taxable equivalent adjustment (18,414) (13,913) (13,586) Net interest income (GAAP) $ 1,327,936 3.43 % $ 596,400 2.82 % $ 596,094 3.11 % (1) Interest income is reflected on a fully taxable equivalent basis.
Management believes that it is a standard practice in the banking industry to present net interest margin and net interest income on a fully taxable equivalent basis and that it may enhance comparability for peer comparison purposes for both management and investors. 43 The following table presents a three-year average balance sheet and for each major asset and liability category, its related interest income and yield, or its expense and rate for the years ended December 31. 2023 2022 2021 (Taxable equivalent basis, dollars in thousands) Average Balance Income (1) / Expense Yield/ Rate Average Balance Income (1) / Expense Yield/ Rate Average Balance Income (1) / Expense Yield/ Rate Earning Assets Money market and other interest- earning investments $ 826,453 $ 39,683 4.80 % $ 812,296 $ 2,814 0.35 % $ 450,158 $ 589 0.13 % Investment securities: Treasury and government- sponsored agencies 2,322,792 84,771 3.65 2,290,229 47,932 2.09 1,573,855 24,209 1.54 Mortgage-backed securities 5,178,940 136,827 2.64 5,562,442 129,411 2.33 3,356,950 60,479 1.80 States and political subdivisions 1,749,722 57,847 3.31 1,805,433 57,688 3.20 1,548,939 50,115 3.24 Other securities 776,456 39,166 5.04 687,926 24,133 3.51 443,606 10,680 2.41 Total investment securities 10,027,910 318,611 3.18 10,346,030 259,164 2.50 6,923,350 145,483 2.10 Loans: (2) Commercial 9,570,639 639,131 6.68 8,252,237 397,228 4.81 3,763,099 138,063 3.67 Commercial real estate 13,405,946 825,053 6.15 11,147,967 489,499 4.39 6,168,146 228,568 3.71 Residential real estate loans 6,646,684 243,646 3.67 5,622,901 201,637 3.59 2,269,989 83,578 3.68 Consumer 2,618,098 164,125 6.27 2,570,355 122,274 4.76 1,577,467 56,281 3.57 Total loans 32,241,367 1,871,955 5.81 27,593,460 1,210,638 4.39 13,778,701 506,490 3.68 Total earning assets 43,095,730 $ 2,230,249 5.18 % 38,751,786 $ 1,472,616 3.80 % 21,152,209 $ 652,562 3.09 % Less: Allowance for credit losses on loans (302,486) (261,534) (117,436) Non-Earning Assets Cash and due from banks 413,569 355,391 256,860 Other assets 4,945,394 4,404,057 2,492,054 Total assets $ 48,152,207 $ 43,249,700 $ 23,783,687 Interest-Bearing Liabilities Checking and NOW accounts $ 7,664,183 $ 94,263 1.23 % $ 8,104,844 $ 21,321 0.26 % $ 4,945,435 $ 2,065 0.04 % Savings accounts 5,638,766 14,941 0.26 6,342,697 3,367 0.05 3,648,019 2,003 0.05 Money market accounts 7,249,497 206,634 2.85 4,961,159 11,882 0.24 2,080,332 1,750 0.08 Time deposits, excluding brokered deposits 3,875,984 123,428 3.18 2,312,935 10,801 0.47 1,020,359 5,105 0.50 Brokered deposits 913,349 45,094 4.94 45,796 1,722 3.76 41,371 31 0.08 Total interest-bearing deposits 25,341,779 484,360 1.91 21,767,431 49,093 0.23 11,735,516 10,954 0.09 Federal funds purchased and interbank borrowings 229,386 11,412 4.98 151,243 5,021 3.32 1,113 — — Securities sold under agreements to repurchase 332,853 3,299 0.99 440,619 843 0.19 392,777 397 0.10 FHLB advances 4,568,964 161,860 3.54 2,986,006 51,524 1.73 1,902,407 21,075 1.11 Other borrowings 822,471 42,737 5.20 619,659 19,785 3.19 269,484 9,823 3.65 Total borrowed funds 5,953,674 219,308 3.68 4,197,527 77,173 1.84 2,565,781 31,295 1.22 Total interest-bearing liabilities $ 31,295,453 $ 703,668 2.25 % $ 25,964,958 $ 126,266 0.49 % $ 14,301,297 $ 42,249 0.30 % Noninterest-Bearing Liabilities and Shareholders’ Equity Demand deposits 10,633,806 11,750,306 6,163,937 Other liabilities 968,635 676,940 320,933 Shareholders’ equity 5,254,313 4,857,496 2,997,520 Total liabilities and shareholders’ equity $ 48,152,207 $ 43,249,700 $ 23,783,687 Net interest income - taxable equivalent basis $ 1,526,581 3.54 % $ 1,346,350 3.47 % $ 610,313 2.89 % Taxable equivalent adjustment (23,428) (18,414) (13,913) Net interest income (GAAP) $ 1,503,153 3.49 % $ 1,327,936 3.43 % $ 596,400 2.82 % (1) Interest income is reflected on a fully taxable equivalent basis.
The portfolio segment reclassifications follow: Statement Balance Portfolio Segment Reclassifications After Reclassifications (dollars in thousands) December 31, 2022 Commercial $ 9,508,904 $ (210,280) $ 9,298,624 Commercial real estate 12,457,070 (158,322) 12,298,748 BBCC N/A 368,602 368,602 Residential real estate 6,460,441 — 6,460,441 Consumer 2,697,226 (2,697,226) N/A Indirect N/A 1,034,257 1,034,257 Direct N/A 629,186 629,186 Home equity N/A 1,033,783 1,033,783 Total $ 31,123,641 $ — $ 31,123,641 December 31, 2021 Commercial $ 3,391,769 $ (191,557) $ 3,200,212 Commercial real estate 6,380,674 (159,190) 6,221,484 BBCC N/A 350,747 350,747 Residential real estate 2,255,289 — 2,255,289 Consumer 1,574,114 (1,574,114) N/A Indirect N/A 873,139 873,139 Direct N/A 140,385 140,385 Home equity N/A 560,590 560,590 Total $ 13,601,846 $ — $ 13,601,846 57 The following table details activity in our allowance for credit losses on loans for the years ended December 31: (dollars in thousands) 2022 2021 2020 Beginning allowance for credit losses on loans $ 107,341 $ 131,388 $ 54,619 Allowance established for acquired PCD loans 89,089 — — Impact of adopting ASC 326 — — 41,347 Loans charged-off: Commercial 6,885 1,228 5,593 Commercial real estate 6,519 264 4,323 BBCC 85 144 95 Residential real estate 344 346 824 Indirect 2,525 1,087 2,754 Direct 10,799 1,159 1,763 Home equity 124 82 201 Total charge-offs 27,281 4,310 15,553 Recoveries on charged-off loans: Commercial 4,610 791 3,629 Commercial real estate 1,095 4,403 4,515 BBCC 281 105 140 Residential real estate 760 339 633 Indirect 1,263 1,682 1,922 Direct 2,557 777 819 Home equity 616 978 922 Total recoveries 11,182 9,075 12,580 Net charge-offs (recoveries) 16,099 (4,765) 2,973 Provision for credit losses on loans 123,340 (28,812) 38,395 Ending allowance for credit losses on loans $ 303,671 $ 107,341 $ 131,388 Beginning allowance for credit losses on unfunded loan commitments $ 10,879 $ 11,689 $ 2,656 Provision for credit losses on unfunded loan commitments acquired during the period 11,013 — — Impact of adopting ASC 326 — — 4,549 Provision for credit losses on unfunded loan commitments 10,296 (810) 4,484 Ending allowance for credit losses on unfunded loan commitments $ 32,188 $ 10,879 $ 11,689 Allowance for credit losses $ 335,859 $ 118,220 $ 143,077 Average loans for the year (1) $ 27,589,442 $ 13,766,590 $ 13,341,677 Asset Quality Ratios: Allowance for credit losses on loans/year-end loans (1) 0.98 % 0.79 % 0.95 % Allowance for credit losses on loans/average loans (1) 1.10 0.78 0.98 Allowance for credit losses/year-end loans (1) 1.08 0.87 1.04 Allowance for credit losses/average loans (1) 1.22 0.86 1.07 (1) Loans exclude loans held for sale. 58 The following table details net charge-offs to average loans outstanding by loan category for the years ended December 31: (dollars in thousands) 2022 2021 2020 Commercial: Net charge-offs (recoveries) $ 2,275 $ 437 $ 1,964 Average loans for the year $ 7,755,895 $ 3,553,527 $ 3,520,397 Net charge-offs (recoveries)/average loans 0.03 % 0.01 % 0.06 % Commercial real estate: Net charge-offs (recoveries) $ 5,424 $ (4,139) $ (192) Average loans for the year $ 11,292,033 $ 6,022,408 $ 5,436,791 Net charge-offs (recoveries)/average loans 0.05 % (0.07) % — % BBCC: Net charge-offs (recoveries) $ (196) $ 39 $ (45) Average loans for the year $ 352,276 $ 355,310 $ 363,463 Net charge-offs (recoveries)/average loans (0.06) % 0.01 % (0.01) % Residential real estate: Net charge-offs (recoveries) $ (416) $ 7 $ 191 Average loans for the year (1) $ 5,618,883 $ 2,257,878 $ 2,336,428 Net charge-offs (recoveries)/average loans (0.01) % — % 0.01 % Indirect: Net charge-offs (recoveries) $ 1,262 $ (595) $ 832 Average loans for the year $ 1,089,394 $ 879,525 $ 935,233 Net charge-offs (recoveries)/average loans 0.12 % (0.07) % 0.09 % Direct: Net charge-offs (recoveries) $ 8,242 $ 382 $ 944 Average loans for the year $ 559,943 $ 150,620 $ 195,795 Net charge-offs (recoveries)/average loans 1.47 % 0.25 % 0.48 % Home equity: Net charge-offs (recoveries) $ (492) $ (896) $ (721) Average loans for the year $ 921,018 $ 547,322 $ 553,570 Net charge-offs (recoveries)/average loans (0.05) % (0.16) % (0.13) % Total loans: Net charge-offs (recoveries) $ 16,099 $ (4,765) $ 2,973 Average loans for the year (1) $ 27,589,442 $ 13,766,590 $ 13,341,677 Net charge-offs (recoveries)/average loans 0.06 % (0.03) % 0.02 % (1) Average loans exclude loans held for sale.
The portfolio segment reclassifications follow: Statement Balance Portfolio Segment Reclassifications Portfolio Segment After Reclassifications (dollars in thousands) December 31, 2023 Commercial $ 9,512,230 $ (232,764) $ 9,279,466 Commercial real estate 14,140,629 (169,058) 13,971,571 BBCC N/A 401,822 401,822 Residential real estate 6,699,443 — 6,699,443 Consumer 2,639,625 (2,639,625) N/A Indirect N/A 1,050,982 1,050,982 Direct N/A 523,172 523,172 Home equity N/A 1,065,471 1,065,471 Total $ 32,991,927 $ — $ 32,991,927 December 31, 2022 Commercial $ 9,508,904 $ (210,280) $ 9,298,624 Commercial real estate 12,457,070 (158,322) 12,298,748 BBCC N/A 368,602 368,602 Residential real estate 6,460,441 — 6,460,441 Consumer 2,697,226 (2,697,226) N/A Indirect N/A 1,034,257 1,034,257 Direct N/A 629,186 629,186 Home equity N/A 1,033,783 1,033,783 Total $ 31,123,641 $ — $ 31,123,641 58 The following table details activity in our allowance for credit losses on loans for the years ended December 31: (dollars in thousands) 2023 2022 2021 Beginning allowance for credit losses on loans $ 303,671 $ 107,341 $ 131,388 Allowance established for acquired PCD loans — 89,089 — Loans charged-off: Commercial 41,451 6,885 1,228 Commercial real estate 11,198 6,519 264 BBCC 1,650 85 144 Residential real estate 256 344 346 Indirect 2,948 2,525 1,087 Direct 10,517 10,799 1,159 Home equity 443 124 82 Total charge-offs 68,463 27,281 4,310 Recoveries on charged-off loans: Commercial 4,172 4,610 791 Commercial real estate 2,417 1,095 4,403 BBCC 275 281 105 Residential real estate 1,268 760 339 Indirect 1,559 1,263 1,682 Direct 2,331 2,557 777 Home equity 531 616 978 Total recoveries 12,553 11,182 9,075 Net charge-offs (recoveries) 55,910 16,099 (4,765) Provision (release) for credit losses on loans 59,849 123,340 (28,812) Ending allowance for credit losses on loans $ 307,610 $ 303,671 $ 107,341 Beginning allowance for credit losses on unfunded loan commitments $ 32,188 $ 10,879 $ 11,689 Provision for credit losses on unfunded loan commitments acquired during the period — 11,013 — Provision (release) for provision for credit losses on unfunded loan commitments (962) 10,296 (810) Ending allowance for credit losses on unfunded loan commitments $ 31,226 $ 32,188 $ 10,879 Allowance for credit losses $ 338,836 $ 335,859 $ 118,220 Average loans for the year (1) $ 32,233,020 $ 27,582,530 $ 13,766,590 Asset Quality Ratios: Allowance for credit losses on loans/year-end loans (1) 0.93 % 0.98 % 0.79 % Allowance for credit losses on loans/average loans (1) 0.95 1.10 0.78 Allowance for credit losses/year-end loans (1) 1.03 1.08 0.87 Allowance for credit losses/average loans (1) 1.05 1.22 0.86 (1) Loans exclude loans held-for-sale. 59 The following table details net charge-offs to average loans outstanding by loan category for the years ended December 31: (dollars in thousands) 2023 2022 2021 Commercial: Net charge-offs (recoveries) $ 37,279 $ 2,275 $ 437 Average loans for the year (1) $ 9,338,940 $ 7,755,895 $ 3,553,527 Net charge-offs (recoveries)/average loans 0.40 % 0.03 % 0.01 % Commercial real estate: Net charge-offs (recoveries) $ 8,781 $ 5,424 $ (4,139) Average loans for the year $ 13,248,587 $ 11,292,033 $ 6,022,408 Net charge-offs (recoveries)/average loans 0.07 % 0.05 % (0.07) % BBCC: Net charge-offs (recoveries) $ 1,375 $ (196) $ 39 Average loans for the year $ 385,171 $ 352,276 $ 355,310 Net charge-offs (recoveries)/average loans 0.36 % (0.06) % 0.01 % Residential real estate: Net charge-offs (recoveries) $ (1,012) $ (416) $ 7 Average loans for the year (1) $ 6,642,224 $ 5,618,883 $ 2,257,878 Net charge-offs (recoveries)/average loans (0.02) % (0.01) % — % Indirect: Net charge-offs (recoveries) $ 1,389 $ 1,262 $ (595) Average loans for the year $ 1,013,560 $ 1,089,394 $ 879,525 Net charge-offs (recoveries)/average loans 0.14 % 0.12 % (0.07) % Direct: Net charge-offs (recoveries) $ 8,186 $ 8,242 $ 382 Average loans for the year $ 568,345 $ 559,943 $ 150,620 Net charge-offs (recoveries)/average loans 1.44 % 1.47 % 0.25 % Home equity: Net charge-offs (recoveries) $ (88) $ (492) $ (896) Average loans for the year $ 1,036,193 $ 921,018 $ 547,322 Net charge-offs (recoveries)/average loans (0.01) % (0.05) % (0.16) % Total loans: Net charge-offs (recoveries) $ 55,910 $ 16,099 $ (4,765) Average loans for the year (1) $ 32,233,020 $ 27,589,442 $ 13,766,590 Net charge-offs (recoveries)/average loans 0.17 % 0.06 % (0.03) % (1) Average loans exclude loans held-for-sale.
(2) Calculated using management’s estimate of the annual fully taxable equivalent rates (federal and state). 39 The following table presents GAAP to non-GAAP reconciliations for the year-to-date periods: Years Ended December 31, (dollars and shares in thousands, except per share data) 2022 2021 Tangible common book value: Shareholders' common equity $ 4,884,876 $ 3,012,018 Deduct: Goodwill and intangible assets 2,125,121 1,071,672 Tangible shareholders' common equity (1) $ 2,759,755 $ 1,940,346 Period end common shares 292,903 165,838 Tangible common book value (1) 9.42 11.70 Return on tangible common equity: Net income (loss) applicable to common shares $ 414,169 $ 277,538 Add: Intangible amortization (net of tax) (2) 19,718 8,502 Tangible net income (loss) (1) $ 433,887 $ 286,040 Tangible shareholders' common equity (1) (see above) $ 2,759,755 $ 1,940,346 Return on tangible common equity (1) 15.72 % 14.74 % Return on average tangible common equity: Tangible net income (loss) (1) (see above) $ 433,887 $ 286,040 Average shareholders' common equity $ 4,644,971 $ 2,997,520 Deduct: Average goodwill and intangible assets 1,989,466 1,077,065 Average tangible shareholders' common equity (1) $ 2,655,505 $ 1,920,455 Return on average tangible common equity (1) 16.34 % 14.89 % Net interest margin: Net interest income $ 1,327,936 $ 596,400 Taxable equivalent adjustment 18,414 13,913 Net interest income - taxable equivalent basis (1) $ 1,346,350 $ 610,313 Average earning assets $ 38,751,786 $ 21,152,209 Net interest margin (1) 3.47 % 2.89 % Efficiency ratio: Noninterest expense $ 1,038,183 $ 501,379 Deduct: Intangible amortization expense 25,857 11,336 Adjusted noninterest expense (1) $ 1,012,326 $ 490,043 Net interest income - taxable equivalent basis (1) (see above) $ 1,346,350 $ 610,313 Noninterest income 399,779 214,219 Deduct: Debt securities gains (losses), net (88) 4,327 Adjusted total revenue (1) $ 1,746,217 $ 820,205 Efficiency ratio 57.97 % 59.75 % Tangible common equity to tangible assets: Tangible shareholders' equity (1) (see above) $ 2,759,755 $ 1,940,346 Assets $ 46,763,372 $ 24,453,564 Deduct: Goodwill and intangible assets 2,125,121 1,071,672 Tangible assets (1) $ 44,638,251 $ 23,381,892 Tangible common equity to tangible assets (1) 6.18 % 8.30 % (1) Represents a non-GAAP financial measure.
(2) Calculated using management’s estimate of the annual fully taxable equivalent rates (federal and state). 41 The following table presents GAAP to non-GAAP reconciliations for the year-to-date periods: Years Ended December 31, (dollars and shares in thousands, except per share data) 2023 2022 Tangible common book value: Shareholders’ common equity $ 5,319,181 $ 4,884,876 Deduct: Goodwill and intangible assets 2,100,966 2,125,121 Tangible shareholders’ common equity (1) $ 3,218,215 $ 2,759,755 Period end common shares 292,655 292,903 Tangible common book value (1) 11.00 9.42 Return on average tangible common equity: Net income applicable to common shares $ 565,857 $ 414,169 Add: Intangible amortization (net of tax) (2) 18,116 19,718 Tangible net income (1) $ 583,973 $ 433,887 Average shareholders’ common equity $ 5,010,594 $ 4,644,971 Deduct: Average goodwill and intangible assets 2,112,924 1,989,466 Average tangible shareholders’ common equity (1) $ 2,897,670 $ 2,655,505 Return on average tangible common equity (1) 20.15 % 16.34 % Net interest margin: Net interest income $ 1,503,153 $ 1,327,936 Taxable equivalent adjustment 23,428 18,414 Net interest income – taxable equivalent basis (1) $ 1,526,581 $ 1,346,350 Average earning assets $ 43,095,730 $ 38,751,786 Net interest margin (1) 3.54 % 3.47 % Efficiency ratio: Noninterest expense $ 1,026,306 $ 1,038,183 Deduct: Intangible amortization expense 24,155 25,857 Adjusted noninterest expense (1) $ 1,002,151 $ 1,012,326 Net interest income – taxable equivalent basis (1) (see above) $ 1,526,581 $ 1,346,350 Noninterest income 333,342 399,779 Deduct: Debt securities gains (losses), net (6,265) (88) Adjusted total revenue (1) $ 1,866,188 $ 1,746,217 Efficiency ratio 53.70 % 57.97 % Tangible common equity to tangible assets: Tangible shareholders’ equity (1) (see above) $ 3,218,215 $ 2,759,755 Assets $ 49,089,836 $ 46,763,372 Deduct: Goodwill and intangible assets 2,100,966 2,125,121 Tangible assets (1) $ 46,988,870 $ 44,638,251 Tangible common equity to tangible assets (1) 6.85 % 6.18 % (1) Represents a non-GAAP financial measure.
Payments Due In (dollars in thousands) Note Reference One Year or Less Over One Year Total Deposits without stated maturity $ 31,987,050 $ — $ 31,987,050 IRAs, consumer deposits, and brokered certificates of deposit 10 2,099,157 914,623 3,013,780 Federal funds purchased and interbank borrowings 581,489 — 581,489 Securities sold under agreements to repurchase 11 432,804 — 432,804 Federal Home Loan Bank advances 12 950,149 2,878,869 3,829,018 Other borrowings 13 90,276 652,727 743,003 We are party to various derivative contracts as a means to manage the balance sheet and our related exposure to changes in interest rates, to manage our residential real estate loan origination and sale activity, and to provide derivative contracts to our clients.
Payments Due In (dollars in thousands) Note Reference One Year or Less Over One Year Total Deposits without stated maturity $ 31,656,036 $ — $ 31,656,036 IRAs, consumer deposits, and brokered certificates of deposit 10 5,081,013 498,131 5,579,144 Securities sold under agreements to repurchase 11 285,206 — 285,206 Federal Home Loan Bank advances 12 125,243 4,155,438 4,280,681 Other borrowings 13 275,263 489,607 764,870 We are party to various derivative contracts as a means to manage the balance sheet and our related exposure to changes in interest rates, to manage our residential real estate loan origination and sale activity, and to provide derivative contracts to our clients.
Noninterest Expense The following table details the components of noninterest expense: Years Ended December 31, % Change From Prior Year (dollars in thousands) 2022 2021 2020 2022 2021 Salaries and employee benefits $ 575,626 $ 284,098 $ 293,590 102.6 % (3.2) % Occupancy 100,421 54,834 55,316 83.1 (0.9) Equipment 27,637 16,704 16,690 65.5 0.1 Marketing 32,264 12,684 10,874 154.4 16.6 Data processing 84,865 47,047 41,086 80.4 14.5 Communication 18,846 10,073 9,731 87.1 3.5 Professional fees 39,046 20,077 15,755 94.5 27.4 FDIC assessment 19,332 6,059 6,722 219.1 (9.9) Amortization of intangibles 25,857 11,336 14,091 128.1 (19.6) Amortization of tax credit investments 10,961 6,770 18,788 61.9 (64.0) Property optimization 26,818 — 27,050 N/A (100.0) Other expense 76,510 31,697 27,240 141.4 16.4 Total noninterest expense $ 1,038,183 $ 501,379 $ 536,933 107.1 % (6.6) % Noninterest expense increased $536.8 million in 2022 compared to 2021 reflective of the additional operating costs associated with the First Midwest merger, as well as $120.9 million of merger-related expenses and $26.8 million for property optimization.
Other income increased $7.9 million in 2023 compared to 2022 primarily due to lower losses on equity securities reflecting improved market conditions, higher commercial loan fees, and higher card incentives. 47 Noninterest Expense The following table details the components of noninterest expense: Years Ended December 31, % Change From Prior Year (dollars in thousands) 2023 2022 2021 2023 2022 Salaries and employee benefits $ 546,364 $ 575,626 $ 284,098 (5.1) % 102.6 % Occupancy 106,676 100,421 54,834 6.2 83.1 Equipment 32,163 27,637 16,704 16.4 65.5 Marketing 39,511 32,264 12,684 22.5 154.4 Technology 80,343 84,865 47,047 (5.3) 80.4 Communication 16,980 18,846 10,073 (9.9) 87.1 Professional fees 27,335 39,046 20,077 (30.0) 94.5 FDIC assessment 56,730 19,332 6,059 193.5 219.1 Amortization of intangibles 24,155 25,857 11,336 (6.6) 128.1 Amortization of tax credit investments 15,367 10,961 6,770 40.2 61.9 Property optimization 1,559 26,818 — (94.2) N/A Other expense 79,123 76,510 31,697 3.4 141.4 Total noninterest expense $ 1,026,306 $ 1,038,183 $ 501,379 (1.1) % 107.1 % Noninterest expense decreased $11.9 million in 2023 compared to 2022.
The following table details the components of noninterest income: Years Ended December 31, % Change From Prior Year (dollars in thousands) 2022 2021 2020 2022 2021 Wealth management fees $ 69,102 $ 40,409 $ 36,806 71.0 % 9.8 % Service charges on deposit accounts 72,501 31,658 32,557 129.0 (2.8) Debit card and ATM fees 40,227 23,766 22,702 69.3 4.7 Mortgage banking revenue 23,015 42,558 62,775 (45.9) (32.2) Investment product fees 31,749 24,639 21,614 28.9 14.0 Capital markets income 25,986 21,997 22,480 18.1 (2.1) Company-owned life insurance 14,564 10,589 12,031 37.5 (12.0) Debt securities gains (losses), net (88) 4,327 10,767 (102.0) (59.8) Gain on sale of health savings accounts 90,673 — — N/A N/A Other income 32,050 14,276 17,542 124.5 (18.6) Total noninterest income $ 399,779 $ 214,219 $ 239,274 86.6 % (10.5) % Noninterest income to total revenue (1) 22.9 % 26.0 % 28.2 % (1) Total revenue includes the effect of a taxable equivalent adjustment of $18.4 million in 2022, $13.9 million in 2021, and $13.6 million in 2020.
The following table details the components of noninterest income: Years Ended December 31, % Change From Prior Year (dollars in thousands) 2023 2022 2021 2023 2022 Wealth and investment services fees $ 107,784 $ 100,851 $ 65,048 6.9 % 55.0 % Service charges on deposit accounts 71,945 72,501 31,658 (0.8) 129.0 Debit card and ATM fees 42,153 40,227 23,766 4.8 69.3 Mortgage banking revenue 16,319 23,015 42,558 (29.1) (45.9) Capital markets income 24,419 25,986 21,997 (6.0) 18.1 Company-owned life insurance 15,397 14,564 10,589 5.7 37.5 Debt securities gains (losses), net (6,265) (88) 4,327 N/M (102.0) Gain on sale of Visa Class B restricted shares 21,635 — — N/A N/A Gain on sale of health savings accounts — 90,673 — (100.0) N/A Other income 39,955 32,050 14,276 24.7 124.5 Total noninterest income $ 333,342 $ 399,779 $ 214,219 (16.6) % 86.6 % The decrease in noninterest income in 2023 compared to 2022 was primarily due to a $90.7 gain on the sale of health savings accounts in the fourth quarter of 2022, partially offset by a gain on sale of Visa Class B restricted shares totaling $21.6 million in the fourth quarter of 2023 and the full-period 2023 impact of the First Midwest merger which occurred in February of 2022.
(dollars in thousands) 2022 2021 Commercial $ 9,508,904 $ 3,391,769 Commercial real estate 12,457,070 6,380,674 Consumer 2,697,226 1,574,114 Total loans excluding residential real estate 24,663,200 11,346,557 Residential real estate 6,460,441 2,255,289 Total loans 31,123,641 13,601,846 Less: Allowance for credit losses on loans 303,671 107,341 Net loans $ 30,819,970 $ 13,494,505 47 The following table presents the maturity distribution and rate sensitivity of loans at December 31, 2022 and an analysis of these loans that have fixed and floating interest rates.
(dollars in thousands) 2023 2022 Commercial $ 9,512,230 $ 9,508,904 Commercial real estate 14,140,629 12,457,070 Residential real estate 6,699,443 6,460,441 Consumer 2,639,625 2,697,226 Total loans 32,991,927 31,123,641 Allowance for credit losses on loans (307,610) (303,671) Net loans $ 32,684,317 $ 30,819,970 The following table presents the contractual maturity distribution and rate sensitivity of loans at December 31, 2023 and an analysis of these loans that have fixed and floating interest rates.