Biggest changeThe total allowance is available to absorb losses from any segment of the loan portfolio. 57 Table 12 Allowance for Credit Losses on Loans Years Ended December 31, ($ in Thousands) 2022 2021 2020 2019 2018 Allowance for loan losses Balance at beginning of period $ 280,015 $ 383,702 $ 201,371 $ 238,023 $ 265,880 Cumulative effect of ASU 2016-13 adoption (CECL) N/A N/A 112,457 N/A N/A Balance at beginning of period, adjusted 280,015 383,702 313,828 238,023 265,880 Provision for loan losses 34,000 (80,000) 164,457 18,500 2,500 Provision for loan losses recorded at acquisition — — 2,543 — — Gross up of allowance for PCD loans at acquisition — — 3,504 — — Loans charged off Asset-based lending & equipment finance (a) — — (6,650) (8,777) — Commercial and industrial (4,491) (21,564) (73,670) (54,538) (30,837) Commercial real estate — owner occupied — — (419) (222) (1,363) Commercial and business lending (4,491) (21,564) (80,739) (63,537) (32,200) Commercial real estate — investor (50) (14,346) (22,920) — (7,914) Real estate construction (48) (5) (19) (60) (298) Commercial real estate lending (98) (14,351) (22,938) (60) (8,212) Total commercial (4,588) (35,915) (103,677) (63,597) (40,412) Residential mortgage (567) (880) (1,867) (3,322) (1,627) Auto finance (1,041) (22) (7) — (4) Home equity (587) (668) (1,719) (1,846) (3,236) Other consumer (3,363) (3,168) (4,783) (5,548) (5,257) Total consumer (5,558) (4,738) (8,376) (10,716) (10,124) Total loans charged off (10,146) (40,652) (112,053) (74,313) (50,536) Recoveries of loans previously charged off Asset-based lending & equipment finance (a) — 412 561 519 — Commercial and industrial 5,282 8,152 6,444 11,356 13,714 Commercial real estate — owner occupied 13 120 147 2,795 639 Commercial and business lending 5,295 8,684 7,151 14,670 14,353 Commercial real estate — investor 50 3,162 643 31 668 Real estate construction 106 126 49 302 446 Commercial real estate lending 156 3,288 692 333 1,114 Total commercial 5,451 11,972 7,844 15,003 15,467 Residential mortgage 908 841 500 692 1,271 Auto finance 98 31 25 10 10 Home equity 1,385 2,854 1,978 2,599 2,628 Other consumer 1,010 1,267 1,076 858 803 Total consumer 3,401 4,993 3,579 4,158 4,712 Total recoveries 8,852 16,965 11,422 19,161 20,179 Net (charge offs) (1,294) (23,687) (100,631) (55,152) (30,358) Balance at end of period $ 312,720 $ 280,015 $ 383,702 $ 201,371 $ 238,023 Allowance for unfunded commitments Balance at beginning of period $ 39,776 $ 47,776 $ 21,907 $ 24,336 $ 24,400 Cumulative effect of ASU 2016-13 adoption (CECL) N/A N/A 18,690 N/A N/A Balance at beginning of period, adjusted 39,776 47,776 40,597 24,336 24,400 Provision for unfunded commitments (1,000) (8,000) 7,000 (2,500) (2,500) Amount recorded at acquisition — — 179 70 2,436 Balance at end of period $ 38,776 $ 39,776 $ 47,776 $ 21,907 $ 24,336 Allowance for credit losses on loans $ 351,496 $ 319,791 $ 431,478 $ 223,278 $ 262,359 Provision for credit losses on loans 33,000 (88,000) 174,000 16,000 — 58 Table 12 Allowance for Credit Losses on Loans (continued) Years Ended December 31, ($ in Thousands) 2022 2021 2020 2019 2018 Net loan (charge offs) recoveries Asset-based lending & equipment finance (a) $ — $ 412 $ (6,090) $ (8,259) $ — Commercial and industrial 791 (13,412) (67,226) (43,182) (17,124) Commercial real estate — owner occupied 13 120 (272) 2,573 (724) Commercial and business lending 804 (12,880) (73,588) (48,868) (17,848) Commercial real estate — investor — (11,184) (22,277) 31 (7,246) Real estate construction 58 121 31 243 149 Commercial real estate lending 58 (11,063) (22,246) 274 (7,098) Total commercial 862 (23,943) (95,834) (48,594) (24,946) Residential mortgage 341 (38) (1,367) (2,630) (355) Auto finance (943) 9 19 10 6 Home equity 798 2,186 259 753 (608) Other consumer (2,353) (1,901) (3,707) (4,690) (4,455) Total consumer (2,157) 256 (4,797) (6,558) (5,412) Total net (charge offs) $ (1,294) $ (23,687) $ (100,631) $ (55,152) $ (30,358) Ratios Allowance for credit losses on loans to total loans 1.22 % 1.32 % 1.76 % 0.98 % 1.14 % Allowance for credit losses on loans to net charge offs N/M 13.5x 4.3x 4.0x 8.6x Loan Evaluation Method for ACLL Individually evaluated for impairment $ 10,324 $ 15,194 $ 79,831 $ 14,026 $ 11,053 Collectively evaluated for impairment 341,172 304,597 351,646 209,252 251,306 Total ACLL $ 351,496 $ 319,791 $ 431,478 $ 223,278 $ 262,359 Loan Balance Individually evaluated for impairment $ 76,577 $ 115,643 $ 259,497 $ 111,595 $ 138,543 Collectively evaluated for impairment 28,722,992 24,109,306 24,192,227 22,709,845 22,801,887 Total loan balance $ 28,799,569 $ 24,224,949 $ 24,451,724 $ 22,821,440 $ 22,940,429 (a) Periods prior to 2022 do not include equipment finance.
Biggest changeThe total allowance is available to absorb losses from any segment of the loan portfolio. 63 Table 11 Allowance for Credit Losses on Loans Years Ended December 31, ($ in thousands) 2023 2022 2021 2020 2019 Allowance for loan losses Balance at beginning of period $ 312,720 $ 280,015 $ 383,702 $ 201,371 $ 238,023 Cumulative effect of ASU 2016-13 adoption (CECL) N/A N/A N/A 112,457 N/A Balance at beginning of period, adjusted 312,720 280,015 383,702 313,828 238,023 Provision for loan losses 87,000 34,000 (80,000) 164,457 18,500 Provision for loan losses recorded at acquisition — — — 2,543 — Gross up of allowance for PCD loans at acquisition — — — 3,504 — Loans charged off Commercial and industrial (45,687) (4,491) (21,564) (80,320) (63,315) Commercial real estate — owner occupied (25) — — (419) (222) Commercial and business lending (45,713) (4,491) (21,564) (80,739) (63,537) Commercial real estate — investor (252) (50) (14,346) (22,920) — Real estate construction (25) (48) (5) (19) (60) Commercial real estate lending (277) (98) (14,351) (22,938) (60) Total commercial (45,989) (4,588) (35,915) (103,677) (63,597) Residential mortgage (952) (567) (880) (1,867) (3,322) Auto finance (5,950) (1,041) (22) (7) — Home equity (424) (587) (668) (1,719) (1,846) Other consumer (5,453) (3,363) (3,168) (4,783) (5,548) Total consumer (12,779) (5,558) (4,738) (8,376) (10,716) Total loans charged off (58,768) (10,146) (40,652) (112,053) (74,313) Recoveries of loans previously charged off Commercial and industrial 3,015 5,282 8,564 7,004 11,875 Commercial real estate — owner occupied 11 13 120 147 2,795 Commercial and business lending 3,026 5,295 8,684 7,151 14,670 Commercial real estate — investor 3,016 50 3,162 643 31 Real estate construction 80 106 126 49 302 Commercial real estate lending 3,095 156 3,288 692 333 Total commercial 6,121 5,451 11,972 7,844 15,003 Residential mortgage 541 908 841 500 692 Auto finance 1,241 98 31 25 10 Home equity 1,262 1,385 2,854 1,978 2,599 Other consumer 978 1,010 1,267 1,076 858 Total consumer 4,021 3,401 4,993 3,579 4,158 Total recoveries 10,142 8,852 16,965 11,422 19,161 Net (charge offs) (48,626) (1,294) (23,687) (100,631) (55,152) Balance at end of period $ 351,094 $ 312,720 $ 280,015 $ 383,702 $ 201,371 Allowance for unfunded commitments Balance at beginning of period $ 38,776 $ 39,776 $ 47,776 $ 21,907 $ 24,336 Cumulative effect of ASU 2016-13 adoption (CECL) N/A N/A N/A 18,690 N/A Balance at beginning of period, adjusted 38,776 39,776 47,776 40,597 24,336 Provision for unfunded commitments (4,000) (1,000) (8,000) 7,000 (2,500) Amount recorded at acquisition — — — 179 70 Balance at end of period $ 34,776 $ 38,776 $ 39,776 $ 47,776 $ 21,907 Allowance for credit losses on loans $ 385,870 $ 351,496 $ 319,791 $ 431,478 $ 223,278 Provision for credit losses on loans 83,000 33,000 (88,000) 174,000 16,000 64 Table 11 Allowance for Credit Losses on Loans (continued) Years Ended December 31, ($ in thousands) 2023 2022 2021 2020 2019 Net loan (charge offs) recoveries Commercial and industrial $ (42,672) $ 791 $ (13,000) $ (73,316) $ (51,441) Commercial real estate — owner occupied (15) 13 120 (272) 2,573 Commercial and business lending (42,687) 804 (12,880) (73,588) (48,868) Commercial real estate — investor 2,763 — (11,184) (22,277) 31 Real estate construction 55 58 121 31 243 Commercial real estate lending 2,819 58 (11,063) (22,246) 274 Total commercial (39,868) 862 (23,943) (95,834) (48,594) Residential mortgage (411) 341 (38) (1,367) (2,630) Auto finance (4,709) (943) 9 19 10 Home equity 837 798 2,186 259 753 Other consumer (4,475) (2,353) (1,901) (3,707) (4,690) Total consumer (8,758) (2,157) 256 (4,797) (6,558) Total net (charge offs) $ (48,626) $ (1,294) $ (23,687) $ (100,631) $ (55,152) Ratios Allowance for credit losses on loans to total loans 1.32 % 1.22 % 1.32 % 1.76 % 0.98 % Allowance for credit losses on loans to net charge offs 7.9x N/M 13.5x 4.3x 4.0x Loan evaluation method for ACLL Individually evaluated for impairment $ 15,492 $ 10,324 $ 15,194 $ 79,831 $ 14,026 Collectively evaluated for impairment 370,378 341,172 304,597 351,646 209,252 Total ACLL $ 385,870 $ 351,496 $ 319,791 $ 431,478 $ 223,278 Loan balance Individually evaluated for impairment $ 62,712 $ 76,577 $ 115,643 $ 259,497 $ 111,595 Collectively evaluated for impairment 29,153,505 28,722,992 24,109,306 24,192,227 22,709,845 Total loan balance $ 29,216,218 $ 28,799,569 $ 24,224,949 $ 24,451,724 $ 22,821,440 Table 12 Net (Charge Offs) Recoveries (a) Years Ended December 31, (In basis points) 2023 2022 2021 2020 2019 Net loan (charge offs) recoveries Commercial and industrial (44) 1 (16) (86) (69) Commercial real estate — owner occupied — — 1 (3) 28 Commercial and business lending (39) 1 (14) (78) (58) Commercial real estate — investor 5 — (26) (54) — Real estate construction — — 1 — 2 Commercial real estate lending 4 — (18) (38) 1 Total commercial (22) 1 (16) (63) (36) Residential mortgage — — — (2) (3) Auto finance (26) (12) 4 14 37 Home equity 14 13 34 3 9 Other consumer (161) (79) (65) (117) (133) Total consumer (8) (2) — (5) (7) Total net (charge offs) (16) — (10) (41) (24) (a) Ratio of net charge offs to average loans by loan type. 65 Notable Contributions to the Change in the Allowance for Credit Losses on Loans • Total loans increased $417 million, or 1%, from December 31, 2022, driven by increases in auto finance and CRE lending resulting from the Corporation's strategic initiatives, partially offset by a decrease in residential mortgage lending.
Table 10 provides detailed information regarding NPAs, which include nonaccrual loans, OREO, and other nonperforming assets: Table 10 Nonperforming Assets As of December 31, ($ in Thousands) 2022 2021 2020 2019 2018 Nonperforming assets Commercial and industrial $ 14,329 $ 6,279 $ 61,859 $ 46,312 $ 41,021 Commercial real estate — owner occupied — — 1,058 67 3,957 Commercial and business lending 14,329 6,279 62,917 46,380 44,978 Commercial real estate — investor 29,380 60,677 78,220 4,409 1,952 Real estate construction 105 177 353 493 979 Commercial real estate lending 29,485 60,855 78,573 4,902 2,931 Total commercial 43,814 67,134 141,490 51,282 47,909 Residential mortgage 58,480 55,362 59,337 57,844 67,574 Auto finance 1,490 52 49 — — Home equity 7,487 7,726 9,888 9,104 12,339 Other consumer 197 170 91 152 79 Total consumer 67,654 63,309 69,364 67,099 79,992 Total nonaccrual loans 111,467 130,443 210,854 118,380 127,901 Commercial real estate owned 325 984 2,185 3,530 4,047 Residential real estate owned 2,878 3,666 1,194 5,696 2,963 Bank properties real estate owned (a) 11,580 24,969 10,889 11,874 4,974 OREO 14,784 29,619 14,269 21,101 11,984 Other nonperforming assets (b) 215 — — 6,004 — Total nonperforming assets $ 126,466 $ 160,062 $ 225,123 $ 145,485 $ 139,885 Accruing loans past due 90 days or more Commercial $ 282 $ 151 $ 175 $ 342 $ 311 Consumer 1,446 1,111 1,423 1,917 1,853 Total accruing loans past due 90 days or more $ 1,728 $ 1,263 $ 1,598 $ 2,259 $ 2,165 Restructured loans (accruing) (c) Commercial $ 13,093 $ 22,763 $ 41,119 $ 18,944 $ 28,668 Consumer 19,775 19,768 10,973 7,097 24,595 Total restructured loans (accruing) $ 32,868 $ 42,530 $ 52,092 $ 26,041 $ 53,263 Nonaccrual restructured loans (included in nonaccrual loans) $ 20,127 $ 17,426 $ 20,190 $ 22,494 $ 26,292 Ratios Nonaccrual loans to total loans 0.39 % 0.54 % 0.86 % 0.52 % 0.56 % NPAs to total loans plus OREO and other nonperforming assets 0.44 % 0.66 % 0.92 % 0.64 % 0.61 % NPAs to total assets 0.32 % 0.46 % 0.67 % 0.45 % 0.42 % Allowance for credit losses on loans to nonaccrual loans 315.34 % 245.16 % 204.63 % 188.61 % 205.13 % 55 Table 10 Nonperforming Assets (continued) As of December 31, ($ in Thousands) 2022 2021 2020 2019 2018 Accruing loans 30-89 days past due Commercial and industrial $ 6,283 $ 715 $ 6,119 $ 821 $ 525 Commercial real estate — owner occupied 230 163 373 1,369 2,699 Commercial and business lending 6,512 878 6,492 2,190 3,224 Commercial real estate — investor 1,067 616 12,793 1,812 3,767 Real estate construction 39 1,620 991 97 330 Commercial real estate lending 1,105 2,236 13,784 1,909 4,097 Total commercial 7,618 3,114 20,276 4,099 7,321 Residential mortgage 9,874 6,169 10,385 9,274 9,706 Auto finance 9,408 11 57 — — Home equity 5,607 3,711 4,802 5,647 6,049 Other consumer 1,610 2,307 1,543 2,083 2,269 Total consumer 26,499 12,198 16,786 17,005 18,024 Total accruing loans 30-89 days past due $ 34,117 $ 15,312 $ 37,062 $ 21,104 $ 25,345 Potential problem loans Asset-based lending & equipment finance (d) $ 17,698 $ 17,697 $ — $ — $ — Commercial and industrial 118,851 122,562 139,489 110,308 116,578 Commercial real estate — owner occupied 34,422 26,723 26,179 19,889 55,964 Commercial and business lending 170,971 166,981 165,668 130,197 172,542 Commercial real estate — investor 92,535 106,138 91,396 29,449 67,481 Real estate construction 970 21,408 19,046 — 3,834 Commercial real estate lending 93,505 127,546 110,442 29,449 71,315 Total commercial 264,476 294,527 276,111 159,646 243,856 Residential mortgage 1,978 2,214 3,749 1,451 5,975 Home equity 197 165 2,068 — 103 Total consumer 2,175 2,379 5,817 1,451 6,078 Total potential problem loans $ 266,651 $ 296,905 $ 281,928 $ 161,097 $ 249,935 (a) Primarily closed branches and other bank operated real estate facilities, pending disposition.
Table 10 provides detailed information regarding NPAs, which include nonaccrual loans, OREO, and other nonperforming assets: Table 10 Nonperforming Assets As of December 31, ($ in thousands) 2023 2022 2021 2020 2019 Nonperforming assets Commercial and industrial $ 62,022 $ 14,329 $ 6,279 $ 61,859 $ 46,312 Commercial real estate — owner occupied 1,394 — — 1,058 67 Commercial and business lending 63,416 14,329 6,279 62,917 46,380 Commercial real estate — investor — 29,380 60,677 78,220 4,409 Real estate construction 6 105 177 353 493 Commercial real estate lending 6 29,485 60,855 78,573 4,902 Total commercial 63,422 43,814 67,134 141,490 51,282 Residential mortgage 71,142 58,480 55,362 59,337 57,844 Auto finance 5,797 1,490 52 49 — Home equity 8,508 7,487 7,726 9,888 9,104 Other consumer 128 197 170 91 152 Total consumer 85,574 67,654 63,309 69,364 67,099 Total nonaccrual loans 148,997 111,467 130,443 210,854 118,380 Commercial real estate owned 914 325 984 2,185 3,530 Residential real estate owned 1,290 2,878 3,666 1,194 5,696 Bank properties real estate owned (a) 8,301 11,580 24,969 10,889 11,874 OREO 10,506 14,784 29,619 14,269 21,101 Other nonperforming assets (b) 919 215 — — 6,004 Total nonperforming assets $ 160,421 $ 126,466 $ 160,062 $ 225,123 $ 145,485 Accruing loans past due 90 days or more Commercial $ 19,812 $ 282 $ 151 $ 175 $ 342 Consumer 1,876 1,446 1,111 1,423 1,917 Total accruing loans past due 90 days or more $ 21,689 $ 1,728 $ 1,263 $ 1,598 $ 2,259 Restructured loans (accruing) (c) Commercial $ 306 $ 13,093 $ 22,763 $ 41,119 $ 18,944 Consumer 2,414 19,775 19,768 10,973 7,097 Total restructured loans (accruing) $ 2,719 $ 32,868 $ 42,530 $ 52,092 $ 26,041 Nonaccrual restructured loans (included in nonaccrual loans) (c) $ 805 $ 20,127 $ 17,426 $ 20,190 $ 22,494 Ratios Nonaccrual loans to total loans 0.51 % 0.39 % 0.54 % 0.86 % 0.52 % NPAs to total loans plus OREO and other nonperforming assets 0.55 % 0.44 % 0.66 % 0.92 % 0.64 % NPAs to total assets 0.39 % 0.32 % 0.46 % 0.67 % 0.45 % Allowance for credit losses on loans to nonaccrual loans 258.98 % 315.34 % 245.16 % 204.63 % 188.61 % 61 Table 10 Nonperforming Assets (continued) As of December 31, ($ in thousands) 2023 2022 2021 2020 2019 Accruing loans 30-89 days past due Commercial and industrial $ 5,565 $ 6,283 $ 715 $ 6,119 $ 821 Commercial real estate — owner occupied 358 230 163 373 1,369 Commercial and business lending 5,923 6,512 878 6,492 2,190 Commercial real estate — investor 18,697 1,067 616 12,793 1,812 Real estate construction — 39 1,620 991 97 Commercial real estate lending 18,697 1,105 2,236 13,784 1,909 Total commercial 24,619 7,618 3,114 20,276 4,099 Residential mortgage 13,446 9,874 6,169 10,385 9,274 Auto finance 17,386 9,408 11 57 — Home equity 4,208 5,607 3,711 4,802 5,647 Other consumer 2,166 1,610 2,307 1,543 2,083 Total consumer 37,205 26,499 12,198 16,786 17,005 Total accruing loans 30-89 days past due $ 61,825 $ 34,117 $ 15,312 $ 37,062 $ 21,104 Potential problem loans Commercial and industrial $ 197,202 $ 136,549 $ 140,258 $ 139,489 $ 110,308 Commercial real estate — owner occupied 38,699 34,422 26,723 26,179 19,889 Commercial and business lending 235,900 170,971 166,981 165,668 130,197 Commercial real estate — investor 196,163 92,535 106,138 91,396 29,449 Real estate construction — 970 21,408 19,046 — Commercial real estate lending 196,163 93,505 127,546 110,442 29,449 Total commercial 432,063 264,476 294,527 276,111 159,646 Residential mortgage 784 1,978 2,214 3,749 1,451 Home equity 118 197 165 2,068 — Total consumer 901 2,175 2,379 5,817 1,451 Total potential problem loans $ 432,965 $ 266,651 $ 296,905 $ 281,928 $ 161,097 (a) Primarily closed branches and other bank operated real estate facilities, pending disposition.
Treasury securities $ 936 — % $ 1,001 — % $ 1,024 — % Obligations of state and political subdivisions (municipal securities) 1,551,647 46 % 1,739,988 74 % 1,575,445 78 % Residential mortgage-related securities FNMA / FHLMC 816,771 24 % 36,139 2 % 57,490 3 % GNMA 49,628 1 % 49,631 2 % 118,813 6 % Private label 303,505 9 % — — % — — % Commercial mortgage-related securities FNMA/FHLMC 615,839 18 % 419,400 18 % 11,211 1 % GNMA 62,691 2 % 102,506 4 % 264,960 13 % Total fair value $ 3,401,018 100 % $ 2,348,664 100 % $ 2,028,943 100 % Net unrealized holding gains (losses) $ (559,433) $ 109,662 $ 149,938 Equity securities Equity securities carrying value and fair value $ 25,216 100 % $ 18,352 100 % $ 15,106 100 % At December 31, 2022, the Corporation’s investment securities portfolio did not contain securities of any single non-government or non-GSE issuer that were payable from and secured by the same source of revenue or taxing authority where the aggregate carrying value of such securities exceeded 5% of stockholders’ equity.
Treasury securities $ 963 — % $ 936 — % $ 1,001 — % Obligations of state and political subdivisions (municipal securities) 1,554,059 46 % 1,551,647 46 % 1,739,988 74 % Residential mortgage-related securities: FNMA/FHLMC 804,393 24 % 816,771 24 % 36,139 2 % GNMA 46,170 1 % 49,628 1 % 49,631 2 % Private-label 289,507 9 % 303,505 9 % — — % Commercial mortgage-related securities: FNMA/FHLMC 632,914 19 % 615,839 18 % 419,400 18 % GNMA 52,619 2 % 62,691 2 % 102,506 4 % Total fair value $ 3,380,624 100 % $ 3,401,018 100 % $ 2,348,664 100 % Net unrealized holding gains (losses) $ (479,610) $ (559,433) $ 109,662 Equity securities Equity securities carrying value and fair value $ 41,651 100 % $ 25,216 100 % $ 18,352 100 % At December 31, 2023, the Corporation’s investment securities portfolio did not contain securities of any single non-government or non-GSE issuer that were payable from and secured by the same source of revenue or taxing authority where the aggregate carrying value of such securities exceeded 5% of stockholders’ equity.
Treasury securities $ 999 — % $ 1,000 — % $ 999 — % Obligations of state and political subdivisions (municipal securities) 1,732,351 44 % 1,628,759 73 % 1,441,900 77 % Residential mortgage-related securities FNMA / FHLMC 961,231 24 % 34,347 2 % 54,599 3 % GNMA 52,979 1 % 48,053 2 % 114,553 6 % Private label 364,728 9 % — — % — — % Commercial mortgage-related securities FNMA/FHLMC 778,796 20 % 425,937 19 % 11,211 1 % GNMA 69,369 2 % 100,907 5 % 255,742 14 % Total amortized cost and carrying value $ 3,960,451 100 % $ 2,239,003 100 % $ 1,879,005 100 % Fair value U.S.
Treasury securities $ 999 — % $ 999 — % $ 1,000 — % Obligations of state and political subdivisions (municipal securities) 1,682,473 44 % 1,732,351 44 % 1,628,759 73 % Residential mortgage-related securities: FNMA/FHLMC 941,973 24 % 961,231 24 % 34,347 2 % GNMA 48,979 1 % 52,979 1 % 48,053 2 % Private-label 345,083 9 % 364,728 9 % — — % Commercial mortgage-related securities: FNMA/FHLMC 780,995 20 % 778,796 20 % 425,937 19 % GNMA 59,733 2 % 69,369 2 % 100,907 5 % Total amortized cost and carrying value $ 3,860,235 100 % $ 3,960,451 100 % $ 2,239,003 100 % Fair value U.S.
(b) Yields on tax-exempt securities are computed on a fully tax-equivalent basis using a tax rate of 21% and are net of the effects of certain disallowed interest deductions. 65 Analysis of Deposits and Funding Deposits and Customer Funding The following table summarizes the composition of our deposits and customer funding: Table 16 Period End Deposit and Customer Funding Composition As of December 31, 2022 2021 2020 ($ in Thousands) Amount % of Total Amount % of Total Amount % of Total Noninterest-bearing demand $ 7,760,811 26 % $ 8,504,077 30 % $ 7,661,728 29 % Savings 4,604,848 15 % 4,410,198 15 % 3,650,085 14 % Interest-bearing demand 7,100,727 24 % 7,019,782 25 % 6,090,869 23 % Money market 8,239,610 28 % 7,185,111 25 % 7,322,769 28 % Brokered CDs 541,916 2 % — — % — — % Other time deposits 1,388,242 5 % 1,347,262 5 % 1,757,030 7 % Total deposits 29,636,154 100 % 28,466,430 100 % 26,482,481 100 % Other customer funding (a) 261,767 354,142 245,247 Total deposits and other customer funding $ 29,897,921 $ 28,820,572 $ 26,727,727 Network transaction deposits (b) $ 979,003 $ 766,965 $ 1,197,093 Net deposits and other customer funding (c) $ 28,377,001 $ 28,053,607 $ 25,530,634 (a) Includes repurchase agreements and commercial paper .
(b) Yields on tax-exempt securities are computed on a fully tax-equivalent basis using a tax rate of 21% and are net of the effects of certain disallowed interest deductions. 71 Analysis of Deposits and Funding Deposits and Customer Funding The following table summarizes the composition of our deposits and customer funding: Table 15 Period End Deposit and Customer Funding Composition As of December 31, 2023 2022 2021 ($ in thousands) Amount % of Total Amount % of Total Amount % of Total Noninterest-bearing demand $ 6,119,956 18 % $ 7,760,811 26 % $ 8,504,077 30 % Savings 4,835,701 14 % 4,604,848 16 % 4,410,198 15 % Interest-bearing demand 8,843,967 26 % 7,100,727 24 % 7,019,782 25 % Money market 6,330,453 19 % 8,239,610 28 % 7,185,111 25 % Brokered CDs 4,447,479 13 % 541,916 2 % — — % Other time deposits 2,868,494 9 % 1,388,242 5 % 1,347,262 5 % Total deposits 33,446,049 100 % 29,636,154 100 % 28,466,430 100 % Other customer funding (a) 106,620 261,767 354,142 Total deposits and other customer funding $ 33,552,669 $ 29,897,921 $ 28,820,572 Network transaction deposits (b) $ 1,566,139 $ 979,003 $ 766,965 Net deposits and other customer funding (c) $ 27,539,051 $ 28,377,001 $ 28,053,607 (a) Includes repurchase agreements and commercial paper .
Treasury securities $ 109,378 4 % $ 122,957 3 % $ 26,531 1 % Agency securities 13,532 — % 14,897 — % 25,038 1 % Obligations of state and political subdivisions (municipal securities) 230,714 8 % 400,457 9 % 450,662 15 % Residential mortgage-related securities FNMA / FHLMC 1,604,610 59 % 2,691,879 62 % 1,461,241 47 % GNMA 497,596 18 % 67,780 2 % 235,537 8 % Private-label — — % 329,724 8 % — — % Commercial mortgage-related securities FNMA / FHLMC 17,142 1 % 350,623 8 % 22,904 1 % GNMA 110,462 4 % 166,799 4 % 524,756 17 % Asset backed securities FFELP 151,191 6 % 177,325 4 % 327,189 11 % SBA 4,477 — % 6,580 — % 8,584 — % Other debt securities 2,922 — % 2,994 — % 3,000 — % Total fair value and carrying value $ 2,742,025 100 % $ 4,332,015 100 % $ 3,085,441 100 % Net unrealized holding gains (losses) $ (255,007) $ (6,656) $ 57,043 61 Table 14 Investment Securities Portfolio (continued) At December 31, ($ in Thousands) 2022 % of Total 2021 % of Total 2020 % of Total HTM investment securities Amortized cost U.S.
Treasury securities $ 35,902 1 % $ 109,378 4 % $ 122,957 3 % Agency securities — — % 13,532 — % 14,897 — % Obligations of state and political subdivisions (municipal securities) 91,817 3 % 230,714 8 % 400,457 9 % Residential mortgage-related securities: FNMA/FHLMC 1,120,794 31 % 1,604,610 59 % 2,691,879 62 % GNMA 2,042,675 57 % 497,596 18 % 67,780 2 % Private-label — — % — — % 329,724 8 % Commercial mortgage-related securities: FNMA/FHLMC 16,937 — % 17,142 1 % 350,623 8 % GNMA 154,793 4 % 110,462 4 % 166,799 4 % Asset backed securities: FFELP 133,975 4 % 151,191 6 % 177,325 4 % SBA 1,051 — % 4,477 — % 6,580 — % Other debt securities 2,950 — % 2,922 — % 2,994 — % Total fair value and carrying value $ 3,600,892 100 % $ 2,742,025 100 % $ 4,332,015 100 % Net unrealized holding gains (losses) $ (148,922) $ (255,007) $ (6,656) 67 Table 13 Investment Securities Portfolio (continued) At December 31, ($ in thousands) 2023 % of Total 2022 % of Total 2021 % of Total HTM investment securities Amortized cost U.S.
Table 22 Capital Ratios As of December 31, ($ in Thousands) 2022 2021 2020 Risk-based Capital (a) CET1 $ 3,035,578 $ 2,808,289 $ 2,706,010 Tier 1 capital 3,229,690 3,001,074 3,058,809 Total capital 3,680,227 3,570,026 3,632,807 Total risk-weighted assets 32,472,008 27,242,735 25,903,415 Modified CECL transitional amount 67,276 89,702 117,624 CET1 capital ratio 9.35 % 10.31 % 10.45 % Tier 1 capital ratio 9.95 % 11.02 % 11.81 % Total capital ratio 11.33 % 13.10 % 14.02 % Tier 1 leverage ratio 8.59 % 8.83 % 9.37 % Selected Equity and Performance Ratios Total stockholders’ equity / total assets 10.19 % 11.47 % 12.24 % Dividend payout ratio (b) 34.32 % 34.55 % 38.50 % Return on average assets 1.00 % 1.02 % 0.90 % Noninterest expense / average assets 2.04 % 2.06 % 2.26 % ( a)The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation.
Table 21 Capital Ratios As of December 31, ($ in thousands) 2023 2022 2021 Risk-based capital (a) CET1 $ 3,074,938 $ 3,035,578 $ 2,808,289 Tier 1 capital 3,269,050 3,229,690 3,001,074 Total capital 3,997,205 3,680,227 3,570,026 Total risk-weighted assets 32,732,710 32,469,862 27,242,735 Modified CECL transitional amount 44,851 67,276 89,702 CET1 capital ratio 9.39 % 9.35 % 10.31 % Tier 1 capital ratio 9.99 % 9.95 % 11.02 % Total capital ratio 12.21 % 11.33 % 13.10 % Tier 1 leverage ratio 8.06 % 8.59 % 8.83 % Selected equity and performance ratios Total stockholders’ equity / total assets 10.18 % 10.19 % 11.47 % Dividend payout ratio (b) 74.56 % 34.32 % 34.55 % Return on average assets 0.45 % 1.00 % 1.02 % Noninterest expense / average assets 2.00 % 2.04 % 2.06 % ( a)The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation.
Treasury securities $ 124,441 4 % $ 124,291 3 % $ 26,436 1 % Agency securities 15,000 1 % 15,000 — % 24,985 1 % Obligations of state and political subdivisions (municipal securities) 235,693 8 % 381,517 9 % 425,057 14 % Residential mortgage-related securities FNMA / FHLMC 1,820,642 61 % 2,709,399 62 % 1,448,806 48 % GNMA 502,537 17 % 66,189 2 % 231,364 8 % Private-label — — % 332,028 8 % — — % Commercial mortgage-related securities FNMA / FHLMC 19,038 1 % 357,240 8 % 19,654 1 % GNMA 115,031 4 % 165,439 4 % 511,429 17 % Asset backed securities FFELP 157,138 5 % 177,974 4 % 329,030 11 % SBA 4,512 — % 6,594 — % 8,637 — % Other debt securities 3,000 — % 3,000 — % 3,000 — % Total amortized cost $ 2,997,032 100 % $ 4,338,671 100 % $ 3,028,399 100 % Fair value U.S.
Treasury securities $ 39,984 1 % $ 124,441 4 % $ 124,291 3 % Agency securities — — % 15,000 1 % 15,000 — % Obligations of state and political subdivisions (municipal securities) 94,008 3 % 235,693 8 % 381,517 9 % Residential mortgage-related securities: FNMA/FHLMC 1,274,052 34 % 1,820,642 61 % 2,709,399 62 % GNMA 2,021,242 54 % 502,537 17 % 66,189 2 % Private-label — — % — — % 332,028 8 % Commercial mortgage-related securities: FNMA/FHLMC 18,691 — % 19,038 1 % 357,240 8 % GNMA 161,928 4 % 115,031 4 % 165,439 4 % Asset backed securities: FFELP 135,832 4 % 157,138 5 % 177,974 4 % SBA 1,077 — % 4,512 — % 6,594 — % Other debt securities 3,000 — % 3,000 — % 3,000 — % Total amortized cost $ 3,749,814 100 % $ 2,997,032 100 % $ 4,338,671 100 % Fair value U.S.
During the third quarter of 2021, the Corporation redeemed all outstanding Series D Preferred Stock, for $99 million. 71 Table 23 Non-GAAP Measures At or for the Year Ended December 31, ($ in Thousands) 2022 2021 2020 2019 2018 Selected equity and performance ratios (a)(b)(c) Tangible common equity / tangible assets 6.97 % 7.86 % 7.94 % 7.71 % 7.04 % Return on average equity 9.21 % 8.60 % 7.78 % 8.44 % 9.03 % Return on average tangible common equity 13.77 % 12.99 % 12.31 % 13.53 % 14.33 % Return on average CET1 12.23 % 12.08 % 11.23 % 12.59 % 13.15 % Return on average tangible assets 1.05 % 1.07 % 0.95 % 1.05 % 1.07 % Average stockholders' equity / average assets 10.84 % 11.84 % 11.51 % 11.72 % 11.19 % Tangible common equity reconciliation (a) Common equity $ 3,821,378 $ 3,831,658 $ 3,737,421 $ 3,665,407 $ 3,524,171 Goodwill and other intangible assets, net (1,154,274) (1,163,085) (1,177,554) (1,264,531) (1,244,859) Tangible common equity $ 2,667,104 $ 2,668,573 $ 2,559,867 $ 2,400,876 $ 2,279,312 Tangible assets reconciliation (a) Total assets $ 39,405,727 $ 35,104,253 $ 33,419,783 $ 32,386,478 $ 33,615,122 Goodwill and other intangible assets, net (1,154,274) (1,163,085) (1,177,554) (1,264,531) (1,244,859) Tangible assets $ 38,251,453 $ 33,941,167 $ 32,242,230 $ 31,121,947 $ 32,370,263 Average tangible common equity and average CET1 reconciliation (a) Common equity $ 3,781,658 $ 3,789,331 $ 3,633,259 $ 3,615,153 $ 3,505,075 Goodwill and other intangible assets, net (1,158,829) (1,168,560) (1,227,561) (1,256,668) (1,209,311) Tangible common equity 2,622,829 2,620,771 2,405,698 2,358,485 2,295,764 Modified CECL transitional amount 67,276 102,307 115,052 N/A N/A Accumulated other comprehensive loss 174,208 1,234 2,643 68,946 117,408 Deferred tax assets, net 34,361 40,011 43,789 46,980 41,747 Average CET1 $ 2,898,675 $ 2,764,323 $ 2,567,182 $ 2,474,411 $ 2,454,919 Average tangible assets reconciliation (a) Total assets $ 36,657,932 $ 34,464,257 $ 34,265,207 $ 33,046,604 $ 33,007,859 Goodwill and other intangible assets, net (1,158,829) (1,168,560) (1,227,561) (1,256,668) (1,209,311) Tangible assets $ 35,499,103 $ 33,295,697 $ 33,037,646 $ 31,789,936 $ 31,798,548 Adjusted net income reconciliation (b) Net income $ 366,122 $ 350,994 $ 306,771 $ 326,790 $ 333,562 Other intangible amortization, net of tax 6,608 6,633 7,644 7,461 6,119 Adjusted net income $ 372,730 $ 357,627 $ 314,415 $ 334,251 $ 339,682 Adjusted net income available to common equity reconciliation (b) Net income available to common equity $ 354,622 $ 333,883 $ 288,413 $ 311,587 $ 322,779 Other intangible amortization, net of tax 6,608 6,633 7,644 7,461 6,119 Adjusted net income available to common equity $ 361,230 $ 340,516 $ 296,057 $ 319,049 $ 328,898 Efficiency ratio reconciliation (d) Federal Reserve efficiency ratio 60.36 % 66.33 % 61.76 % 65.38 % 66.23 % Fully tax-equivalent adjustment (0.92) % (1.04) % (0.77) % (0.85) % (0.71) % Other intangible amortization (0.71) % (0.84) % (0.80) % (0.82) % (0.66) % Fully tax-equivalent efficiency ratio 58.74 % 64.47 % 60.20 % 63.72 % 64.87 % Provision for unfunded commitments adjustment 0.08 % 0.74 % (0.55) % 0.20 % 0.20 % Asset gains, net adjustment 0.06 % 0.67 % 8.20 % 0.14 % — % Acquisitions, branch sales, and initiatives (0.14) % (0.53) % (5.08) % (0.60) % (2.42) % Adjusted efficiency ratio 58.75 % 65.36 % 62.76 % 63.47 % 62.65 % (a) Tangible common equity and tangible assets exclude goodwill and other intangible assets, net.
During the third quarter of 2021, the Corporation redeemed all outstanding Series D Preferred Stock, for $99 million. 77 Table 22 Non-GAAP Measures At or for the Year Ended December 31, ($ in thousands) 2023 2022 2021 2020 2019 Selected equity and performance ratios (a)(b)(c) Tangible common equity / tangible assets 7.11 % 6.97 % 7.86 % 7.94 % 7.71 % Return on average equity 4.45 % 9.21 % 8.60 % 7.78 % 8.44 % Return on average tangible common equity 6.44 % 13.77 % 12.99 % 12.31 % 13.53 % Return on average CET1 5.51 % 12.23 % 12.08 % 11.23 % 12.59 % Return on average tangible assets 0.48 % 1.05 % 1.07 % 0.95 % 1.05 % Average stockholders' equity / average assets 10.11 % 10.84 % 11.84 % 11.51 % 11.72 % Tangible common equity reconciliation (a) Common equity $ 3,979,861 $ 3,821,378 $ 3,831,658 $ 3,737,421 $ 3,665,407 Goodwill and other intangible assets, net (1,145,464) (1,154,274) (1,163,085) (1,177,554) (1,264,531) Tangible common equity $ 2,834,398 $ 2,667,104 $ 2,668,573 $ 2,559,867 $ 2,400,876 Tangible assets reconciliation (a) Total assets $ 41,015,855 $ 39,405,727 $ 35,104,253 $ 33,419,783 $ 32,386,478 Goodwill and other intangible assets, net (1,145,464) (1,154,274) (1,163,085) (1,177,554) (1,264,531) Tangible assets $ 39,870,392 $ 38,251,453 $ 33,941,167 $ 32,242,230 $ 31,121,947 Average tangible common equity and average CET1 reconciliation (a) Common equity $ 3,917,026 $ 3,781,658 $ 3,789,331 $ 3,633,259 $ 3,615,153 Goodwill and other intangible assets, net (1,149,939) (1,158,829) (1,168,560) (1,227,561) (1,256,668) Tangible common equity 2,767,087 2,622,829 2,620,771 2,405,698 2,358,485 Modified CECL transitional amount 44,851 67,276 102,307 115,052 N/A Accumulated other comprehensive loss 274,874 174,208 1,234 2,643 68,946 Deferred tax assets, net 27,532 34,361 40,011 43,789 46,980 Average CET1 $ 3,114,344 $ 2,898,675 $ 2,764,323 $ 2,567,182 $ 2,474,411 Average tangible assets reconciliation (a) Total assets $ 40,648,923 $ 36,657,932 $ 34,464,257 $ 34,265,207 $ 33,046,604 Goodwill and other intangible assets, net (1,149,939) (1,158,829) (1,168,560) (1,227,561) (1,256,668) Tangible assets $ 39,498,984 $ 35,499,103 $ 33,295,697 $ 33,037,646 $ 31,789,936 Adjusted net income reconciliation (b) Net income $ 182,956 $ 366,122 $ 350,994 $ 306,771 $ 326,790 Other intangible amortization, net of tax 6,608 6,608 6,633 7,644 7,461 Adjusted net income $ 189,564 $ 372,730 $ 357,627 $ 314,415 $ 334,251 Adjusted net income available to common equity reconciliation (b) Net income available to common equity $ 171,456 $ 354,622 $ 333,883 $ 288,413 $ 311,587 Other intangible amortization, net of tax 6,608 6,608 6,633 7,644 7,461 Adjusted net income available to common equity $ 178,064 $ 361,230 $ 340,516 $ 296,057 $ 319,049 End of period core customer deposits reconciliation Total deposits $ 33,446,049 $ 29,636,154 $ 28,466,430 $ 26,482,481 $ 23,779,064 Network transaction deposits (1,566,139) (979,003) (766,965) (1,197,093) (1,336,286) Brokered CDs (4,447,479) (541,916) — — (5,964) Core customer deposits $ 27,432,431 $ 28,115,235 $ 27,699,464 $ 25,285,387 $ 22,436,814 Efficiency ratio reconciliation (d) Federal Reserve efficiency ratio 69.70 % 60.36 % 66.33 % 61.76 % 65.38 % Fully tax-equivalent adjustment (1.13) % (0.92) % (1.04) % (0.77) % (0.85) % Other intangible amortization (0.76) % (0.71) % (0.84) % (0.80) % (0.82) % Fully tax-equivalent efficiency ratio 67.82 % 58.74 % 64.47 % 60.20 % 63.72 % FDIC special assessment (2.32) % — % — % — % — % Acquisitions, dispositions, branch sales, and announced initiatives (7.02) % (0.10) % (0.51) % 4.49 % (0.60) % Adjusted efficiency ratio 58.48 % 58.65 % 63.96 % 64.70 % 63.12 % (a) Tangible common equity and tangible assets exclude goodwill and other intangible assets, net.
For 2023, the Corporation expects noninterest expense growth of 4% to 6%. 45 Income Statement Analysis Net Interest Income Table 1 Net Interest Income Analysis Years Ended December 31, 2022 2021 2020 ($ in Thousands) Average Balance Interest Income / Expense Average Yield / Rate Average Balance Interest Income / Expense Average Yield / Rate Average Balance Interest Income / Expense Average Yield / Rate Assets Earning assets Loans (a)(b)(c) Asset-based lending & equipment finance (d) $ 297,308 $ 13,559 4.56 % $ 120,903 $ 3,704 3.06 % $ 177,710 $ 6,039 3.40 % Commercial and business lending (excl ABL and equipment finance) 9,554,995 370,597 3.88 % 8,983,580 246,381 2.73 % 9,232,444 274,566 2.97 % Commercial real estate lending 6,595,635 281,485 4.27 % 6,156,214 178,354 2.90 % 5,811,498 192,545 3.31 % Total commercial 16,447,938 665,640 4.05 % 15,260,697 428,439 2.81 % 15,221,651 473,150 3.11 % Residential mortgage 8,052,277 245,975 3.05 % 7,847,564 221,099 2.82 % 8,190,190 254,814 3.11 % Auto finance 805,179 30,749 3.82 % 19,815 871 4.39 % 13,585 573 4.22 % Other retail 894,948 52,266 5.84 % 929,905 44,852 4.82 % 1,112,221 58,082 5.22 % Total loans 26,200,341 994,630 3.80 % 24,057,980 695,260 2.89 % 24,537,648 786,619 3.21 % Investment securities Taxable 4,362,394 75,444 1.73 % 3,369,612 37,916 1.13 % 3,282,274 59,806 1.82 % Tax-exempt (a) 2,419,262 82,771 3.42 % 2,036,030 73,975 3.63 % 1,930,853 72,901 3.78 % Other short-term investments 570,887 11,475 2.01 % 1,644,995 7,833 0.48 % 1,067,788 9,473 0.89 % Investments and other 7,352,542 169,690 2.31 % 7,050,637 119,724 1.70 % 6,280,915 142,179 2.26 % Total earning assets $ 33,552,884 $ 1,164,320 3.47 % $ 31,108,616 $ 814,984 2.62 % $ 30,818,563 $ 928,799 3.01 % Other assets, net 3,105,049 3,355,640 3,446,644 Total assets $ 36,657,932 $ 34,464,257 $ 34,265,207 Liabilities and stockholders' equity Interest-bearing liabilities Interest-bearing deposits Savings $ 4,652,774 $ 5,033 0.11 % $ 4,138,732 $ 1,435 0.03 % $ 3,306,385 $ 2,966 0.09 % Interest-bearing demand 6,638,592 35,169 0.53 % 6,113,660 4,610 0.08 % 5,583,144 12,496 0.22 % Money market 7,164,518 36,370 0.51 % 6,940,513 4,028 0.06 % 6,509,924 15,273 0.23 % Network transaction deposits 821,804 14,721 1.79 % 929,544 1,120 0.12 % 1,442,951 6,219 0.43 % Time deposits 1,315,793 7,016 0.53 % 1,495,060 7,429 0.50 % 2,281,040 30,685 1.35 % Total interest-bearing deposits 20,593,482 98,309 0.48 % 19,617,508 18,622 0.09 % 19,123,444 67,639 0.35 % Federal funds purchased and securities sold under agreements to repurchase 388,701 3,480 0.90 % 207,132 143 0.07 % 175,713 485 0.28 % Commercial paper 20,540 2 0.01 % 49,546 22 0.04 % 38,583 41 0.11 % PPPLF — — — % — — — % 565,371 1,984 0.35 % Other short-term funding — — — % — — — % 4,226 11 0.25 % FHLB advances 2,784,403 75,487 2.71 % 1,623,508 36,493 2.25 % 2,535,731 57,359 2.26 % Long-term funding 249,478 10,653 4.27 % 407,912 17,053 4.18 % 549,143 22,365 4.07 % Total short and long-term funding 3,443,123 89,621 2.60 % 2,288,098 53,712 2.35 % 3,868,767 82,245 2.13 % Total interest-bearing liabilities $ 24,036,605 $ 187,931 0.78 % $ 21,905,605 $ 72,334 0.33 % $ 22,992,211 $ 149,883 0.65 % Noninterest-bearing demand deposits 8,163,703 8,075,906 6,884,241 Other liabilities 482,538 403,296 444,183 Stockholders’ equity 3,975,086 4,079,449 3,944,572 Total liabilities and stockholders’ equity $ 36,657,932 $ 34,464,257 $ 34,265,207 Interest rate spread 2.69 % 2.29 % 2.36 % Net free funds 0.22 % 0.10 % 0.17 % Fully tax-equivalent net interest income and net interest margin $ 976,389 2.91 % $ 742,650 2.39 % $ 778,915 2.53 % Fully tax-equivalent adjustment 19,068 16,796 15,959 Net interest income $ 957,321 $ 725,855 $ 762,957 (a) The yield on tax-exempt loans and securities is computed on a fully tax-equivalent basis using a tax rate of 21% and is net of the effects of certain disallowed interest deductions.
For 2024, the Corporation expects noninterest expense growth of 2% to 3%. 50 Income Statement Analysis Net Interest Income Table 1 Net Interest Income Analysis Years Ended December 31, 2023 2022 2021 ($ in thousands) Average Balance Interest Income / Expense Average Yield / Rate Average Balance Interest Income / Expense Average Yield / Rate Average Balance Interest Income / Expense Average Yield / Rate Assets Earning assets Loans (a)(b)(c) Commercial and business lending $ 10,831,275 $ 740,017 6.83 % $ 9,852,303 $ 384,155 3.90 % $ 9,104,483 $ 250,085 2.75 % Commercial real estate lending 7,314,651 520,028 7.11 % 6,595,635 281,485 4.27 % 6,156,214 178,354 2.90 % Total commercial 18,145,926 1,260,045 6.94 % 16,447,938 665,640 4.05 % 15,260,697 428,439 2.81 % Residential mortgage 8,696,706 293,446 3.37 % 8,052,277 245,975 3.05 % 7,847,564 221,099 2.82 % Auto finance 1,793,959 89,454 4.99 % 805,179 30,749 3.82 % 19,815 871 4.39 % Other retail 897,702 80,189 8.93 % 894,948 52,266 5.84 % 929,905 44,852 4.82 % Total loans 29,534,293 1,723,134 5.83 % 26,200,341 994,630 3.80 % 24,057,980 695,260 2.89 % Investment securities Taxable 5,243,805 146,006 2.78 % 4,362,394 75,444 1.73 % 3,369,612 37,916 1.13 % Tax-exempt (a) 2,288,328 79,673 3.48 % 2,419,262 82,771 3.42 % 2,036,030 73,975 3.63 % Other short-term investments 564,284 28,408 5.03 % 570,887 11,475 2.01 % 1,644,995 7,833 0.48 % Investments and other 8,096,417 254,087 3.14 % 7,352,542 169,690 2.31 % 7,050,637 119,724 1.70 % Total earning assets $ 37,630,710 $ 1,977,221 5.25 % $ 33,552,884 $ 1,164,320 3.47 % $ 31,108,616 $ 814,984 2.62 % Other assets, net 3,018,214 3,105,049 3,355,640 Total assets $ 40,648,923 $ 36,657,932 $ 34,464,257 Liabilities and stockholders' equity Interest-bearing liabilities Interest-bearing deposits Savings $ 4,773,366 $ 63,945 1.34 % $ 4,652,774 $ 5,033 0.11 % $ 4,138,732 $ 1,435 0.03 % Interest-bearing demand 6,904,514 154,136 2.23 % 6,638,592 35,169 0.53 % 6,113,660 4,610 0.08 % Money market 6,668,930 177,311 2.66 % 7,164,518 36,370 0.51 % 6,940,513 4,028 0.06 % Network transaction deposits 1,469,616 75,294 5.12 % 821,804 14,721 1.79 % 929,544 1,120 0.12 % Time deposits 4,905,748 202,939 4.14 % 1,315,793 7,016 0.53 % 1,495,060 7,429 0.50 % Total interest-bearing deposits 24,722,174 673,624 2.72 % 20,593,482 98,309 0.48 % 19,617,508 18,622 0.09 % Federal funds purchased and securities sold under agreements to repurchase 345,519 12,238 3.54 % 388,701 3,480 0.90 % 207,132 143 0.07 % Commercial paper 8,582 1 0.01 % 20,540 2 0.01 % 49,546 22 0.04 % FHLB advances 3,741,790 196,535 5.25 % 2,784,403 75,487 2.71 % 1,623,508 36,493 2.25 % Long-term funding 504,438 36,080 7.15 % 249,478 10,653 4.27 % 407,912 17,053 4.18 % Total short and long-term funding 4,600,329 244,855 5.32 % 3,443,123 89,621 2.60 % 2,288,098 53,712 2.35 % Total interest-bearing liabilities $ 29,322,503 $ 918,479 3.13 % $ 24,036,605 $ 187,931 0.78 % $ 21,905,605 $ 72,334 0.33 % Noninterest-bearing demand deposits 6,620,965 8,163,703 8,075,906 Other liabilities 594,318 482,538 403,296 Stockholders’ equity 4,111,138 3,975,086 4,079,449 Total liabilities and stockholders’ equity $ 40,648,923 $ 36,657,932 $ 34,464,257 Interest rate spread 2.12 % 2.69 % 2.29 % Net free funds 0.69 % 0.22 % 0.10 % Fully tax-equivalent net interest income and net interest margin $ 1,058,742 2.81 % $ 976,389 2.91 % $ 742,650 2.39 % Fully tax-equivalent adjustment 19,168 19,068 16,796 Net interest income $ 1,039,573 $ 957,321 $ 725,855 (a) The yield on tax-exempt loans and securities is computed on a fully tax-equivalent basis using a tax rate of 21% and is net of the effects of certain disallowed interest deductions.