Biggest changeThe major categories of the Consolidated Statements of Income and their respective impact to the increase (decrease) in net income are presented in the following table: TABLE 2 Year Ended December 31 $ Change % Change (in thousands, except per share data) 2022 2021 Net interest income $ 1,119,780 $ 906,476 $ 213,304 23.5 % Provision for credit losses 64,206 629 63,577 10,108 Non-interest income 323,553 330,419 (6,866) (2.1) Non-interest expense 826,392 733,168 93,224 12.7 Income taxes 113,626 98,496 15,130 15.4 Net income 439,109 404,602 34,507 8.5 Less: Preferred stock dividends 8,041 8,041 — — Net income available to common stockholders $ 431,068 $ 396,561 $ 34,507 8.7 % Earnings per common share – Basic $ 1.23 $ 1.24 $ (0.01) (0.8) % Earnings per common share – Diluted 1.22 1.23 (0.01) (0.8) Cash dividends per common share 0.48 0.48 — — The following table presents selected financial ratios and other relevant data used to analyze our performance: TABLE 3 Year Ended December 31 2022 2021 Return on average equity 8.02 % 8.04 % Return on average tangible common equity (2) 15.31 15.53 Return on average assets 1.05 1.05 Return on average tangible assets (2) 1.14 1.14 Book value per common share (1) $ 15.39 $ 15.81 Tangible book value per common share (1) (2) 8.27 8.59 Equity to assets (1) 12.93 % 13.03 % Average equity to average assets 13.05 13.04 Common equity to assets (1) 12.68 12.76 Tangible equity to tangible assets (1) (2) 7.50 7.65 Tangible common equity to tangible assets (1) (2) 7.24 7.36 Common equity tier 1 capital ratio (1) 9.82 9.92 Dividend payout ratio 39.54 39.20 (1) Period-end (2) Non-GAAP 50 Table of Contents The following table provides information regarding the average balances and yields earned on interest-earning assets (non-GAAP) and the average balances and rates paid on interest-bearing liabilities: TABLE 4 Year Ended December 31 2022 2021 2020 (dollars in thousands) Average Balance Interest Income/ Expense Yield/ Rate Average Balance Interest Income/ Expense Yield/ Rate Average Balance Interest Income/ Expense Yield/ Rate Assets Interest-earning assets: Interest-bearing deposits with banks $ 2,174,415 $ 24,005 1.10 % $ 2,723,493 $ 3,732 0.14 % $ 470,466 $ 1,910 0.41 % Federal funds sold 500 29 5.81 — — — — — — Taxable investment securities (1) 6,126,544 115,956 1.89 5,131,473 85,633 1.67 5,038,547 106,266 2.11 Tax-exempt investment securities (1) (2) 1,010,819 34,508 3.41 1,091,130 37,408 3.43 1,132,307 40,121 3.54 Loans held for sale 189,360 8,151 4.30 227,181 8,276 3.64 212,328 9,817 4.62 Loans and leases (2) (3) 27,829,166 1,113,593 4.00 25,075,559 880,609 3.51 25,211,191 984,662 3.91 Total interest-earning assets (2) 37,330,804 1,296,242 3.47 34,248,836 1,015,658 2.97 32,064,839 1,142,776 3.56 Cash and due from banks 429,741 386,648 359,936 Allowance for credit losses (377,252) (363,462) (350,309) Premises and equipment 405,023 338,644 336,117 Other assets 4,166,392 3,992,426 4,196,847 Total assets $ 41,954,708 $ 38,603,092 $ 36,607,430 Liabilities Interest-bearing liabilities: Deposits: Interest-bearing demand $ 14,951,905 78,599 0.53 $ 13,866,846 18,676 0.13 $ 12,161,766 57,224 0.47 Savings 3,976,285 8,512 0.21 3,442,809 664 0.02 2,890,440 2,822 0.10 Certificates and other time 3,004,482 21,410 0.71 3,208,586 27,875 0.87 4,261,738 72,825 1.71 Total interest-bearing deposits 21,932,672 108,521 0.49 20,518,241 47,215 0.23 19,313,944 132,871 0.69 Short-term borrowings 1,427,361 24,535 1.72 1,660,070 26,675 1.61 2,515,558 38,504 1.53 Long-term borrowings 836,154 32,118 3.84 924,090 24,344 2.63 1,473,708 36,849 2.50 Total interest-bearing liabilities 24,196,187 165,174 0.68 23,102,401 98,234 0.43 23,303,210 208,224 0.89 Non-interest-bearing demand 11,639,499 10,090,117 8,004,557 Total deposits and borrowings 35,835,686 0.46 33,192,518 0.30 31,307,767 0.66 Other liabilities 643,179 377,386 395,363 Total liabilities 36,478,865 33,569,904 31,703,130 Stockholders’ equity 5,475,843 5,033,188 4,904,300 Total liabilities and stockholders’ equity $ 41,954,708 $ 38,603,092 $ 36,607,430 Net interest-earning assets $ 13,134,617 $ 11,146,435 $ 8,761,629 Net interest income (FTE) (2) 1,131,068 917,424 934,552 Tax-equivalent adjustment (11,288) (10,948) (12,470) Net interest income $ 1,119,780 $ 906,476 $ 922,082 Net interest spread 2.79 % 2.54 % 2.67 % Net interest margin (2) 3.03 % 2.68 % 2.91 % (1) The average balances and yields earned on securities are based on historical cost.
Biggest changeIn comparison, the results for 2022 included provision for credit losses of $64.2 million including $28.5 million of initial provision for non-PCD loans associated with the Howard and Union acquisitions, the impact of $7.0 million of branch consolidation expenses and $45.3 million of merger-related expenses. 51 Table of Contents The major categories of the Consolidated Statements of Income and their respective impact to the increase (decrease) in net income are presented in the following table: TABLE 2 Year Ended December 31 $ Change % Change (in thousands, except per share data) 2023 2022 Net interest income $ 1,316,504 $ 1,119,780 $ 196,724 17.6 % Provision for credit losses 71,754 64,206 7,548 11.8 Non-interest income 254,332 323,553 (69,221) (21.4) Non-interest expense 915,436 826,392 89,044 10.8 Income taxes 98,795 113,626 (14,831) (13.1) Net income 484,851 439,109 45,742 10.4 Less: Preferred stock dividends 8,041 8,041 — — Net income available to common stockholders $ 476,810 $ 431,068 $ 45,742 10.6 % Earnings per common share – Basic $ 1.32 $ 1.23 $ 0.09 7.3 % Earnings per common share – Diluted 1.31 1.22 0.09 7.4 Cash dividends per common share 0.48 0.48 — — The following table presents selected financial ratios and other relevant data used to analyze our performance: TABLE 3 Year Ended December 31 2023 2022 Return on average equity 8.29 % 8.02 % Return on average tangible common equity (1) 15.45 15.31 Return on average assets 1.09 1.05 Return on average tangible assets (1) 1.19 1.14 Book value per common share $ 16.56 $ 15.39 Tangible book value per common share (1) 9.47 8.27 Equity to assets 13.11 % 12.93 % Average equity to average assets 13.12 13.05 Common equity to assets 12.88 12.68 Tangible equity to tangible assets (1) 8.03 7.50 Tangible common equity to tangible assets (1) 7.79 7.24 Common equity tier 1 capital ratio 10.04 9.82 Dividend payout ratio 36.51 39.54 (1) Non-GAAP 52 Table of Contents The following table provides information regarding the average balances and yields earned on interest-earning assets (non-GAAP) and the average balances and rates paid on interest-bearing liabilities: TABLE 4 Year Ended December 31 2023 2022 2021 (dollars in thousands) Average Balance Interest Income/ Expense Yield/ Rate Average Balance Interest Income/ Expense Yield/ Rate Average Balance Interest Income/ Expense Yield/ Rate Assets Interest-earning assets: Interest-bearing deposits with banks $ 1,053,176 $ 40,860 3.88 % $ 2,174,415 $ 24,005 1.10 % $ 2,723,493 $ 3,732 0.14 % Federal funds sold — — — 500 29 5.81 — — — Taxable investment securities (1) 6,099,052 148,374 2.43 6,126,544 115,956 1.89 5,131,473 85,633 1.67 Tax-exempt investment securities (1) (2) 1,052,416 36,476 3.46 1,010,819 34,508 3.41 1,091,130 37,408 3.43 Loans held for sale 131,985 9,496 7.19 189,360 8,151 4.30 227,181 8,276 3.64 Loans and leases (2) (3) 31,372,574 1,749,786 5.58 27,829,166 1,113,593 4.00 25,075,559 880,609 3.51 Total interest-earning assets (2) 39,709,203 1,984,992 5.00 37,330,804 1,296,242 3.47 34,248,836 1,015,658 2.97 Cash and due from banks 435,271 429,741 386,648 Allowance for credit losses (409,342) (377,252) (363,462) Premises and equipment 456,844 405,023 338,644 Other assets 4,417,627 4,166,392 3,992,426 Total assets $ 44,609,603 $ 41,954,708 $ 38,603,092 Liabilities Interest-bearing liabilities: Deposits: Interest-bearing demand $ 14,296,571 283,914 1.99 $ 14,951,905 78,599 0.53 $ 13,866,846 18,676 0.13 Savings 3,766,920 37,338 0.99 3,976,285 8,512 0.21 3,442,809 664 0.02 Certificates and other time 5,176,674 173,680 3.36 3,004,482 21,410 0.71 3,208,586 27,875 0.87 Total interest-bearing deposits 23,240,165 494,932 2.13 21,932,672 108,521 0.49 20,518,241 47,215 0.23 Short-term borrowings 2,075,751 77,883 3.75 1,427,361 24,535 1.72 1,660,070 26,675 1.61 Long-term borrowings 1,685,554 83,332 4.94 836,154 32,118 3.84 924,090 24,344 2.63 Total interest-bearing liabilities 27,001,470 656,147 2.43 24,196,187 165,174 0.68 23,102,401 98,234 0.43 Non-interest-bearing demand 10,900,280 11,639,499 10,090,117 Total deposits and borrowings 37,901,750 1.73 35,835,686 0.46 33,192,518 0.30 Other liabilities 856,771 643,179 377,386 Total liabilities 38,758,521 36,478,865 33,569,904 Stockholders’ equity 5,851,082 5,475,843 5,033,188 Total liabilities and stockholders’ equity $ 44,609,603 $ 41,954,708 $ 38,603,092 Net interest-earning assets $ 12,707,733 $ 13,134,617 $ 11,146,435 Net interest income (FTE) (2) 1,328,845 1,131,068 917,424 Tax-equivalent adjustment (12,341) (11,288) (10,948) Net interest income $ 1,316,504 $ 1,119,780 $ 906,476 Net interest spread 2.57 % 2.79 % 2.54 % Net interest margin (2) 3.35 % 3.03 % 2.68 % (1) The average balances and yields earned on securities are based on historical cost.
Our market coverage spans several major metropolitan areas including: Pittsburgh, Pennsylvania; Baltimore, Maryland; Cleveland, Ohio; Washington, D.C.; Charlotte, Raleigh, Durham and the Piedmont Triad (Winston-Salem, Greensboro and High Point) in North Carolina; and Charleston, South Carolina. As of December 31, 2022, we had 348 branches throughout Pennsylvania, Ohio, Maryland, West Virginia, North Carolina, South Carolina, Washington D.C. and Virginia.
Our market coverage spans several major metropolitan areas including: Pittsburgh, Pennsylvania; Baltimore, Maryland; Cleveland, Ohio; Washington, D.C.; Charlotte, Raleigh, Durham and the Piedmont Triad (Winston-Salem, Greensboro and High Point) in North Carolina; and Charleston, South Carolina. As of December 31, 2023, we had 346 branches throughout Pennsylvania, Ohio, Maryland, West Virginia, North Carolina, South Carolina, Washington D.C. and Virginia.
Our forward-looking statements are subject to the following principal risks and uncertainties: • Our business, financial results and balance sheet values are affected by business, economic and political circumstances, including, but not limited to: (i) developments with respect to the U.S. and global financial markets; (ii) actions by the FRB, FDIC, CFPB, UST, OCC and other governmental agencies, especially those that impact money supply, market interest rates or otherwise affect business activities of the financial services industry; (iii) a slowing of the U.S. economy in general and regional and local economies within our market area; (iv) inflation concerns; (v) the impacts of tariffs or other trade policies of the U.S. or its global trading partners; and (vi) the sociopolitical environment in the U.S. • Business and operating results are affected by our ability to identify and effectively manage risks inherent in our businesses, including, where appropriate, through effective use of systems and controls, third-party insurance, derivatives, and capital management techniques, and to meet evolving regulatory capital and liquidity standards. • Competition can have an impact on customer acquisition, growth and retention, and on credit spreads, deposit gathering and product pricing, which can affect market share, loans, deposits and revenues.
Our forward-looking statements are subject to the following principal risks and uncertainties: • Our business, financial results and balance sheet values are affected by business, economic and political circumstances, including, but not limited to: (i) developments with respect to the U.S. and global financial markets; (ii) supervision, regulation, enforcement and other actions by several governmental agencies, including the FRB, FDIC, FSOC, DOJ, CFPB, UST, OCC and HUD, state attorney generals and other governmental agencies whose actions may affect, among other things, our consumer and mortgage lending and deposit practices, capital structure, investment practices, dividend policy, annual FDIC insurance premium assessment and growth, money supply, market interest rates or otherwise affect business activities of the financial services industry; (iii) a slowing of the U.S. economy in general and regional and local economies within our market area; (iv) inflation concerns; (v) the impacts of tariffs or other trade policies of the U.S. or its global trading partners; and (vi) the sociopolitical environment in the U.S. • Business and operating results are affected by our ability to identify and effectively manage risks inherent in our businesses, including, where appropriate, through effective use of systems and controls, third-party insurance, derivatives, and capital management techniques, and to meet evolving regulatory capital and liquidity standards. • Competition can have an impact on customer acquisition, growth and retention, and on credit spreads, deposit gathering and product pricing, which can affect market share, loans, deposits and revenues.
Short-term borrowings, made up of customer repurchase agreements (also referred to as securities sold under repurchase agreements), FHLB advances and subordinated notes, decreased to $1.4 billion at December 31, 2022 from $1.5 billion at December 31, 2021, primarily due to a $100.0 million decline in short-term FHLB borrowings. 66 Table of Contents Following is a summary of selected information relating to short-term FHLB borrowings: TABLE 26 At or for the Year Ended December 31 2022 2021 2020 (dollars in millions) FHLB Advances (Short-term) Balance at year-end $ 930 $ 1,030 $ 1,280 Maximum month-end balance 930 1,280 2,055 Average balance during year 933 1,113 1,699 Weighted average interest rates: At year-end 2.18 % 2.14 % 1.97 % During the year 2.18 2.13 1.83 For additional information relating to deposits and short-term borrowings, see Note 13, “Deposits” and Note 14, “Short-Term Borrowings” in the Notes to Consolidated Financial Statements, which is included in Item 8 of this Report.
Short-term borrowings, made up of customer repurchase agreements (also referred to as securities sold under repurchase agreements), FHLB advances and subordinated notes, increased to $2.5 billion at December 31, 2023 from $1.4 billion at December 31, 2022, primarily due to a $970.0 million increase in short-term FHLB borrowings, as we increased liquidity due to the bank failures in early 2023. 68 Table of Contents Following is a summary of selected information relating to short-term FHLB borrowings: TABLE 26 At or for the Year Ended December 31 2023 2022 2021 (dollars in millions) FHLB Advances (Short-term) Balance at year-end $ 1,900 $ 930 $ 1,030 Maximum month-end balance 2,245 930 1,280 Average balance during year 1,562 933 1,113 Weighted average interest rates: At year-end 5.64 % 2.18 % 2.14 % During the year 4.08 2.18 2.13 For additional information relating to deposits and short-term borrowings, see Note 13, “Deposits” and Note 14, “Short-Term Borrowings” in the Notes to Consolidated Financial Statements, which is included in Item 8 of this Report.
These matters may result in monetary judgments or settlements, enforcement actions or other remedies, including fines, penalties, restitution or alterations in our business practices, and in additional expenses and collateral costs, and may cause reputational harm to FNB. ◦ Results of the regulatory examination and supervision process, including our failure to satisfy requirements imposed by the federal bank regulatory agencies or other governmental agencies. ◦ Business and operating results are affected by our ability to effectively identify and manage risks inherent in our businesses, including, where appropriate, through effective use of policies, processes, systems and controls, third-party insurance, derivatives, and capital and liquidity management techniques. ◦ The impact on our financial condition, results of operations, financial disclosures and future business strategies related to the impact on the ACL due to changes in forecasted macroeconomic conditions as a result of applying the “current expected credit loss” accounting standard, or CECL. ◦ A failure or disruption in or breach of our operational or security systems or infrastructure, or those of third parties, including as a result of cyber-attacks or campaigns. • The COVID-19 pandemic and the federal, state, and local regulatory and governmental actions implemented in response to COVID-19 have resulted in increased volatility of the financial markets and national and local economic conditions, supply chain challenges, rising inflationary pressures, increased levels of unemployment and business failures, and the potential to have a material impact on, among other things, our business, financial condition, results of operations, liquidity, or on our management, employees, customers and critical vendors and suppliers.
These matters may result in monetary judgments or settlements, enforcement actions or other remedies, including fines, penalties, restitution or alterations in our business practices, including financial and other types of commitments, and in additional expenses and collateral costs, and may cause reputational harm to FNB. ◦ Results of the regulatory examination and supervision process, including our failure to satisfy requirements imposed by the federal bank regulatory agencies or other governmental agencies. ◦ Business and operating results are affected by our ability to effectively identify and manage risks inherent in our businesses, including, where appropriate, through effective use of policies, processes, systems and controls, third-party insurance, derivatives, and capital and liquidity management techniques. ◦ The impact on our financial condition, results of operations, financial disclosures and future business strategies related to the impact on the ACL due to changes in forecasted macroeconomic conditions as a result of applying the “current expected credit loss” accounting standard, or CECL. ◦ A failure or disruption in or breach of our operational or security systems or infrastructure, or those of third parties, including as a result of cyber-attacks or campaigns. ◦ Increased funding costs and market volatility due to market illiquidity and competition for funding.
Our ability to anticipate, react quickly and continue to respond to technological changes and potential additional COVID-19 challenges can also impact our ability to respond to customer needs and meet competitive demands. • Business and operating results can also be affected by widespread natural and other disasters, pandemics and post-pandemic return to normalcy, global events, including the Ukraine-Russia conflict, shortages of labor, supply chain disruptions and shipping delays, terrorist activities, system failures, security breaches, significant political events, cyber-attacks or international hostilities through impacts on the economy and financial markets generally, or on us or our counterparties specifically. • Legal, regulatory and accounting developments could have an impact on our ability to operate and grow our businesses, financial condition, results of operations, competitive position, and reputation.
Our ability to anticipate, react quickly and continue to respond to technological changes and significant adverse industry and economic events can also impact our ability to respond to customer needs and meet competitive demands. • Business and operating results can also be affected by difficult to predict uncertainties, such as widespread natural and other disasters, wars, pandemics, including post-pandemic return to normalcy, global events and geopolitical instability, including the Ukraine-Russia conflict, and the emerging military conflict in Israel and Gaza, shortages of labor, supply chain disruptions and shipping delays, terrorist activities, system failures, security breaches, significant political events, cyber-attacks, international hostilities or other extraordinary events which are beyond our control and may significantly impact the U.S. or global economy and financial markets generally, or us or our counterparties, customers or third-party vendors specifically. • Legal, regulatory and accounting developments could have an impact on our ability to operate and grow our businesses, financial condition, results of operations, competitive position, and reputation.
Our market coverage spans several major metropolitan areas including: Pittsburgh, Pennsylvania; Baltimore, Maryland; Cleveland, Ohio; Washington, D.C.; Charlotte, Raleigh, Durham and the Piedmont Triad (Winston-Salem, Greensboro and High Point) in North Carolina; and Charleston, South Carolina. 57 Table of Contents Following is a summary of loans and leases: TABLE 12 December 31 2022 2021 $ Change % Change (in millions) Commercial real estate $ 11,526 $ 9,899 $ 1,627 16.4 % Commercial and industrial 7,131 5,977 1,154 19.3 Commercial leases 519 495 24 4.8 Other 114 94 20 21.3 Total commercial loans and leases 19,290 16,465 2,825 17.2 Direct installment 2,784 2,376 408 17.2 Residential mortgages 5,297 3,654 1,643 45.0 Indirect installment 1,553 1,227 326 26.6 Consumer lines of credit 1,331 1,246 85 6.8 Total consumer loans 10,965 8,503 2,462 29.0 Total loans and leases $ 30,255 $ 24,968 $ 5,287 21.2 % Total loans and leases increased $5.3 billion, or 21.2%, to $30.3 billion at December 31, 2022, compared to $25.0 billion at December 31, 2021, reflecting a commercial loans and leases increase of $2.8 billion or 17.2%, and an increase in consumer loans of $2.5 billion or 29.0%.
Our market coverage spans several major metropolitan areas including: Pittsburgh, Pennsylvania; Baltimore, Maryland; Cleveland, Ohio; Washington, D.C.; Charlotte, Raleigh, Durham and the Piedmont Triad (Winston-Salem, Greensboro and High Point) in North Carolina; and Charleston, South Carolina. 59 Table of Contents Following is a summary of loans and leases: TABLE 13 December 31 2023 2022 $ Change % Change (in millions) Commercial real estate $ 12,305 $ 11,526 $ 779 6.8 % Commercial and industrial 7,482 7,131 351 4.9 Commercial leases 599 519 80 15.4 Other 110 114 (4) (3.5) Total commercial loans and leases 20,496 19,290 1,206 6.3 Direct installment 2,741 2,784 (43) (1.5) Residential mortgages 6,640 5,297 1,343 25.4 Indirect installment 1,149 1,553 (404) (26.0) Consumer lines of credit 1,297 1,331 (34) (2.6) Total consumer loans 11,827 10,965 862 7.9 Total loans and leases $ 32,323 $ 30,255 $ 2,068 6.8 % Total loans and leases increased $2.1 billion, or 6.8%, to $32.3 billion at December 31, 2023, compared to $30.3 billion at December 31, 2022, reflecting a commercial loans and leases increase of $1.2 billion or 6.3%, and an increase in consumer loans of $861.5 million or 7.9%.
Growth in total average consumer loans totaled $1.8 billion, or 22.5%, and was due to an increase in residential mortgage loans of $1.1 billion, or 31.5%, direct home equity installment loans of $533.8 million, or 24.9%, and indirect installment loans of $162.1 million, or 13.3%. • Total average securities were $7.1 billion, compared to $6.2 billion, an increase of $914.8 million, or 14.7%. • Total average deposits grew $3.0 billion, or 9.7%, led by growth of $1.5 billion, or 15.4%, in non-interest-bearing deposits, $1.1 billion, or 7.8%, in interest-bearing demand deposits and $533.5 million, or 15.5%, in savings deposits, driven by solid organic growth in customer relationships, as well as the Howard and Union acquisitions.
Growth in total average consumer loans totaled $1.6 billion, or 16.5%, and was due to an increase in residential mortgage loans of $1.4 billion, or 31.3%, indirect installment loans of $134.8 million, or 9.8%, and direct home equity installment loans of $68.6 million, or 2.6%. • Total average investment securities were $7.2 billion, compared to $7.1 billion, an increase of $14.1 million, or 0.2%. • Total average deposits grew $568.3 million, or 1.7%, led by an increase in average time deposits of $2.2 billion, or 72.3%, offset by declines of $739.2 million, or 6.4% in non-interest-bearing deposits, $655.3 million, or 4.4%, in interest-bearing demand deposits and $209.4 million, or 5.3%, in savings deposits.
The following table provides certain information regarding changes in net interest income on an FTE basis (non-GAAP) attributable to changes in the average volumes and yields earned on interest-earning assets and the average volume and rates paid for interest-bearing liabilities for the periods indicated: TABLE 5 2022 vs 2021 2021 vs 2020 (in thousands) Volume Rate Net Volume Rate Net Interest Income (1) Interest-bearing deposits with banks $ (752) $ 21,025 $ 20,273 $ 3,087 $ (1,265) $ 1,822 Federal funds sold 15 14 29 — — — Securities (2) 14,637 12,786 27,423 1,405 (24,751) (23,346) Loans held for sale (1,004) 879 (125) 1,433 (2,974) (1,541) Loans and leases (2) 88,865 144,119 232,984 (13,799) (90,254) (104,053) Total interest income (2) 101,761 178,823 280,584 (7,874) (119,244) (127,118) Interest Expense (1) Deposits: Interest-bearing demand 1,021 58,902 59,923 2,576 (41,124) (38,548) Savings 91 7,757 7,848 94 (2,252) (2,158) Certificates and other time (1,192) (5,273) (6,465) (11,465) (33,485) (44,950) Short-term borrowings (3,747) 1,607 (2,140) (12,380) 551 (11,829) Long-term borrowings (2,325) 10,099 7,774 (13,558) 1,053 (12,505) Total interest expense (6,152) 73,092 66,940 (34,733) (75,257) (109,990) Net change (2) $ 107,913 $ 105,731 $ 213,644 $ 26,859 $ (43,987) $ (17,128) (1) The amount of change not solely due to rate or volume changes was allocated between the change due to rate and the change due to volume based on the net size of the rate and volume changes.
The following table provides certain information regarding changes in net interest income on an FTE basis (non-GAAP) attributable to changes in the average volumes and yields earned on interest-earning assets and the average volume and rates paid for interest-bearing liabilities for the periods indicated: TABLE 5 2023 vs 2022 2022 vs 2021 (in thousands) Volume Rate Net Volume Rate Net Interest Income (1) Interest-bearing deposits with banks $ (12,302) $ 29,157 $ 16,855 $ (752) $ 21,025 $ 20,273 Federal funds sold (15) (14) (29) 15 14 29 Securities (2) 1,914 32,472 34,386 14,637 12,786 27,423 Loans held for sale (2,672) 4,017 1,345 (1,004) 879 (125) Loans and leases (2) 150,443 485,750 636,193 88,865 144,119 232,984 Total interest income (2) 137,368 551,382 688,750 101,761 178,823 280,584 Interest Expense (1) Deposits: Interest-bearing demand (506) 205,821 205,315 1,021 58,902 59,923 Savings 3,537 25,289 28,826 91 7,757 7,848 Certificates and other time 47,577 104,693 152,270 (1,192) (5,273) (6,465) Short-term borrowings 20,955 32,393 53,348 (3,747) 1,607 (2,140) Long-term borrowings 39,254 11,960 51,214 (2,325) 10,099 7,774 Total interest expense 110,817 380,156 490,973 (6,152) 73,092 66,940 Net change (2) $ 26,551 $ 171,226 $ 197,777 $ 107,913 $ 105,731 $ 213,644 (1) The amount of change not solely due to rate or volume changes was allocated between the change due to rate and the change due to volume based on the net size of the rate and volume changes.
The following table presents information regarding the provision for credit loss expense and net charge-offs for the years 2020 through 2022: TABLE 6 2022 vs 2021 2021 vs 2020 (dollars in thousands) 2022 2021 $ Change % Change 2020 $ Change % Change Provision for credit losses (on loans and leases) $ 61,800 $ (4,853) $ 66,653 1,373 % $ 121,756 $ (126,609) (104) % Provision for unfunded loan commitments 2,230 5,472 (3,242) (59) 1,046 4,426 423 Provision for credit losses $ 64,030 $ 619 $ 63,411 10,244 % $ 122,802 $ (122,183) (99) % Net loan charge-offs $ 16,151 $ 13,949 $ 2,202 16 % $ 59,808 $ (45,859) (77) % Net loan charge-offs / total average loans and leases 0.06 % 0.06 % 0.24 % Provision for credit losses of $64.0 million during 2022 increased $63.6 million from 2021.
The following table presents information regarding the provision for credit loss expense and net charge-offs for the years 2021 through 2023: TABLE 6 2023 vs 2022 2022 vs 2021 (dollars in thousands) 2023 2022 $ Change % Change 2021 $ Change % Change Provision for credit losses on loans and leases $ 71,607 $ 61,800 $ 9,807 16 % $ (4,853) $ 66,653 1,373 % Provision for unfunded loan commitments 99 2,230 (2,131) (96) 5,472 (3,242) (59) Total provision for credit losses on loans and leases 71,706 64,030 7,676 12 619 63,411 10,244 Provision for securities 48 176 (128) (73) 10 166 1,660 Total provision for credit losses $ 71,754 $ 64,206 $ 7,548 12 % $ 629 $ 63,577 10,108 % Net loan charge-offs $ 67,755 $ 16,151 $ 51,604 320 % $ 13,949 $ 2,202 16 % Net loan charge-offs / total average loans and leases 0.22 % 0.06 % 0.06 % Provision for credit losses of $71.7 million during 2023 increased $7.5 million from 2022.
Year Ended December 31, 2021 Compared to Year Ended December 31, 2020 Refer to the MD&A in our 2021 Annual Report on Form 10-K filed with the SEC on February 24, 2022 for a comparison of 2021 to 2020. 56 Table of Contents FINANCIAL CONDITION The following table presents our condensed Consolidated Balance Sheets: TABLE 11 December 31 2022 2021 $ Change % Change (dollars in millions) Assets Cash and cash equivalents $ 1,674 $ 3,493 $ (1,819) (52.1) % Securities 7,362 6,889 473 6.9 Loans held for sale 124 295 (171) (58.0) Loans and leases, net 29,853 24,624 5,229 21.2 Goodwill and other intangibles 2,566 2,304 262 11.4 Other assets 2,146 1,908 238 12.5 Total Assets $ 43,725 $ 39,513 $ 4,212 10.7 % Liabilities and Stockholders’ Equity Deposits $ 34,770 $ 31,726 $ 3,044 9.6 % Borrowings 2,465 2,218 247 11.1 Other liabilities 837 419 418 99.8 Total Liabilities 38,072 34,363 3,709 10.8 Stockholders’ Equity 5,653 5,150 503 9.8 Total Liabilities and Stockholders’ Equity $ 43,725 $ 39,513 $ 4,212 10.7 % The significant increase in both assets and liabilities is primarily due to strong organic loan and deposit growth as well as the Howard and Union acquisitions.
Year Ended December 31, 2022 Compared to Year Ended December 31, 2021 Refer to the MD&A in our 2022 Annual Report on Form 10-K filed with the SEC on February 24, 2023 for a comparison of 2022 to 2021. 58 Table of Contents FINANCIAL CONDITION The following table presents our condensed Consolidated Balance Sheets: TABLE 12 December 31 2023 2022 $ Change % Change (dollars in millions) Assets Cash and cash equivalents $ 1,576 $ 1,674 $ (98) (5.9) % Securities 7,165 7,362 (197) (2.7) Loans held for sale 488 124 364 293.5 Loans and leases, net 31,917 29,853 2,064 6.9 Goodwill and other intangibles 2,546 2,566 (20) (0.8) Other assets 2,466 2,146 320 14.9 Total Assets $ 46,158 $ 43,725 $ 2,433 5.6 % Liabilities and Stockholders’ Equity Deposits $ 34,711 $ 34,770 $ (59) (0.2) % Borrowings 4,477 2,465 2,012 81.6 Other liabilities 920 837 83 9.9 Total Liabilities 40,108 38,072 2,036 5.3 Stockholders’ Equity 6,050 5,653 397 7.0 Total Liabilities and Stockholders’ Equity $ 46,158 $ 43,725 $ 2,433 5.6 % The increase in both assets and liabilities is primarily due to strong organic loan and borrowings growth.
Non-Interest Expense The breakdown of non-interest expense for the years 2020 through 2022 is presented in the following table: TABLE 8 2022 vs 2021 2021 vs 2020 (dollars in thousands) 2022 2021 $ Change % Change 2020 $ Change % Change Salaries and employee benefits $ 426,237 $ 418,328 $ 7,909 1.9 % $ 405,529 $ 12,799 3.2 % Net occupancy 68,189 58,368 9,821 16.8 71,166 (12,798) (18.0) Equipment 76,261 69,973 6,288 9.0 65,312 4,661 7.1 Amortization of intangibles 13,868 12,117 1,751 14.5 13,362 (1,245) (9.3) Outside services 72,961 70,553 2,408 3.4 69,258 1,295 1.9 Marketing 15,674 14,320 1,354 9.5 12,559 1,761 14.0 FDIC insurance 20,412 17,881 2,531 14.2 20,073 (2,192) (10.9) Bank shares and franchise taxes 13,954 12,629 1,325 10.5 14,376 (1,747) (12.2) Merger-related 45,259 1,764 43,495 2,466 — 1,764 — Other 73,577 57,235 16,342 28.6 78,714 (21,479) (27.3) Total non-interest expense $ 826,392 $ 733,168 $ 93,224 12.7 % $ 750,349 $ (17,181) (2.3) % Total non-interest expense of $826.4 million for 2022 increased $93.2 million, or 12.7%, from $733.2 million in 2021.
The following table presents non-interest income excluding significant items impacting earnings: TABLE 8 (dollars in thousands) 2023 2022 Change Change Total non-interest income, as reported $ 254,332 $ 323,553 $ (69,221) (21.4) % Significant items: Loss on securities restructuring 67,354 — Total non-interest income, excluding significant items (1) $ 321,686 $ 323,553 $ (1,867) (0.6) % (1) Non-GAAP Non-Interest Expense The breakdown of non-interest expense for the years 2021 through 2023 is presented in the following table: TABLE 9 2023 vs 2022 2022 vs 2021 (dollars in thousands) 2023 2022 $ Change % Change 2021 $ Change % Change Salaries and employee benefits $ 461,677 $ 426,237 $ 35,440 8.3 % $ 418,328 $ 7,909 1.9 % Net occupancy 70,802 68,189 2,613 3.8 58,368 9,821 16.8 Equipment 90,818 76,261 14,557 19.1 69,973 6,288 9.0 Amortization of intangibles 20,116 13,868 6,248 45.1 12,117 1,751 14.5 Outside services 83,885 72,961 10,924 15.0 70,553 2,408 3.4 Marketing 17,316 15,674 1,642 10.5 14,320 1,354 9.5 FDIC insurance 60,815 20,412 40,403 197.9 17,881 2,531 14.2 Bank shares and franchise taxes 13,609 13,954 (345) (2.5) 12,629 1,325 10.5 Merger-related 2,215 45,259 (43,044) (95.1) 1,764 43,495 2,466 Other 94,183 73,577 20,606 28.0 57,235 16,342 28.6 Total non-interest expense $ 915,436 $ 826,392 $ 89,044 10.8 % $ 733,168 $ 93,224 12.7 % Total non-interest expense of $915.4 million for 2023 increased $89.0 million, or 10.8%, from $826.4 million in 2022.