Biggest changeNonaccrual loans and leases are included in the average loan and lease balance outstanding. 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 Investment securities available-for-sale: Taxable $ 1,805,041 $ 26,294 1.46 % $ 1,410,797 $ 17,767 1.26 % $ 1,009,794 $ 18,080 1.79 % Tax-exempt (1) 40,310 1,311 3.25 % 32,583 741 2.27 % 48,266 1,105 2.29 % Mortgages held for sale 5,178 217 4.19 % 17,026 448 2.63 % 20,628 600 2.91 % Loans and leases, net of unearned discount (1) 5,566,701 264,043 4.74 % 5,437,817 234,902 4.32 % 5,463,436 242,505 4.44 % Other investments 243,938 2,579 1.06 % 440,416 1,373 0.31 % 142,122 1,284 0.90 % Total earning assets (1) 7,661,168 294,444 3.84 % 7,338,639 255,231 3.48 % 6,684,246 263,574 3.94 % Cash and due from banks 75,836 77,275 71,626 Allowance for loan and lease losses (133,028) (139,141) (130,776) Other assets 469,135 454,374 494,913 Total assets $ 8,073,111 $ 7,731,147 $ 7,120,009 LIABILITIES AND SHAREHOLDERS’ EQUITY Interest-bearing deposits $ 4,673,494 $ 25,231 0.54 % $ 4,460,359 $ 12,276 0.28 % $ 4,205,904 $ 30,459 0.72 % Short-term borrowings: Securities sold under agreements to repurchase 166,254 85 0.05 % 180,610 112 0.06 % 173,398 317 0.18 % Other short-term borrowings 48,716 1,412 2.90 % 6,119 3 0.05 % 27,767 200 0.72 % Subordinated notes 58,764 3,550 6.04 % 58,764 3,267 5.56 % 58,764 3,367 5.73 % Long-term debt and mandatorily redeemable securities 54,940 69 0.13 % 78,845 2,476 3.14 % 80,715 2,868 3.55 % Total interest-bearing liabilities 5,002,168 30,347 0.61 % 4,784,697 18,134 0.38 % 4,546,548 37,211 0.82 % Noninterest-bearing deposits 2,037,882 1,882,168 1,530,698 Other liabilities 103,740 112,291 145,807 Shareholders’ equity 872,721 906,951 865,278 Noncontrolling interests 56,600 45,040 31,678 Total liabilities and equity $ 8,073,111 $ 7,731,147 $ 7,120,009 Less: Fully tax-equivalent adjustments (628) (459) (543) Net interest income/margin (GAAP-derived) (1) $ 263,469 3.44 % $ 236,638 3.22 % $ 225,820 3.38 % Fully tax-equivalent adjustments 628 459 543 Net interest income/margin - FTE (1) $ 264,097 3.45 % $ 237,097 3.23 % $ 226,363 3.39 % (1) See “Reconciliation of Non-GAAP Financial Measures” for more information on this performance measure/ratio. 21 Table of Contents Reconciliation of Non-GAAP Financial Measures — Our accounting and reporting policies conform to GAAP in the United States and prevailing practices in the banking industry.
Biggest changeNonaccrual loans and leases are included in the average loan and lease balance outstanding. 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 Investment securities available-for-sale: Taxable $ 1,632,567 $ 24,501 1.50 % $ 1,805,041 $ 26,294 1.46 % $ 1,410,797 $ 17,767 1.26 % Tax-exempt (1) 44,083 1,805 4.09 % 40,310 1,311 3.25 % 32,583 741 2.27 % Mortgages held for sale 2,368 155 6.55 % 5,178 217 4.19 % 17,026 448 2.63 % Loans and leases, net of unearned discount (1) 6,203,857 387,524 6.25 % 5,566,701 264,043 4.74 % 5,437,817 234,902 4.32 % Other investments 73,729 3,663 4.97 % 243,938 2,579 1.06 % 440,416 1,373 0.31 % Total earning assets (1) 7,956,604 417,648 5.25 % 7,661,168 294,444 3.84 % 7,338,639 255,231 3.48 % Cash and due from banks 70,304 75,836 77,275 Allowance for loan and lease losses (144,183) (133,028) (139,141) Other assets 532,072 469,135 454,374 Total assets $ 8,414,797 $ 8,073,111 $ 7,731,147 LIABILITIES AND SHAREHOLDERS’ EQUITY Interest-bearing deposits $ 5,204,095 $ 123,162 2.37 % $ 4,673,494 $ 25,231 0.54 % $ 4,460,359 $ 12,276 0.28 % Short-term borrowings: Securities sold under agreements to repurchase 78,928 136 0.17 % 166,254 85 0.05 % 180,610 112 0.06 % Other short-term borrowings 134,683 6,896 5.12 % 48,716 1,412 2.90 % 6,119 3 0.05 % Subordinated notes 58,764 4,174 7.10 % 58,764 3,550 6.04 % 58,764 3,267 5.56 % Long-term debt and mandatorily redeemable securities 46,323 3,892 8.40 % 54,940 69 0.13 % 78,845 2,476 3.14 % Total interest-bearing liabilities 5,522,793 138,260 2.50 % 5,002,168 30,347 0.61 % 4,784,697 18,134 0.38 % Noninterest-bearing deposits 1,753,149 2,037,882 1,882,168 Other liabilities 151,659 103,740 112,291 Shareholders’ equity 926,935 872,721 906,951 Noncontrolling interests 60,261 56,600 45,040 Total liabilities and equity $ 8,414,797 $ 8,073,111 $ 7,731,147 Less: Fully tax-equivalent adjustments (741) (628) (459) Net interest income/margin (GAAP-derived) (1) $ 278,647 3.50 % $ 263,469 3.44 % $ 236,638 3.22 % Fully tax-equivalent adjustments 741 628 459 Net interest income/margin - FTE (1) $ 279,388 3.51 % $ 264,097 3.45 % $ 237,097 3.23 % (1) See “Reconciliation of Non-GAAP Financial Measures” for more information on this performance measure/ratio. 20 Table of Contents Reconciliation of Non-GAAP Financial Measures — Our accounting and reporting policies conform to GAAP in the United States and prevailing practices in the banking industry.
Our management evaluates the allowance quarterly, reviewing all loans and leases over a fixed-dollar amount ($250,000) where the internal credit quality grade is at or below a predetermined classification, actual and anticipated loss experience, current economic events in specific industries, and other pertinent factors including general economic conditions.
Our management evaluates the allowance quarterly, reviewing all loans and leases over a fixed-dollar amount ($250,000) where the internal credit quality grade is at or below a predetermined classification, considering actual and anticipated loss experience, current economic events in specific industries, and other pertinent factors including general economic conditions.
Net income in 2022, as compared to 2021, was positively impacted by a $26.83 million or 11.34% increase in net interest income and a $1.45 million or 0.78% decrease in noninterest expense which was offset by a $17.55 million or 407.81% increase in the provision for credit losses and a $8.83 million or 8.82% decrease in noninterest income.
Net income in 2022, as compared to 2021, was positively impacted by a $26.83 million or 11.34% increase in net interest income and a $1.45 million or 0.78% decrease in noninterest expense which was offset by a $17.55 million or 407.81% increase in the provision for credit losses and an $8.83 million or 8.82% decrease in noninterest income.
Internal guidelines consist of: (i) Available Liquidity (sum of short term borrowing capacity) greater than $500 million; (ii) Liquidity Ratio (total of net cash, short term investments and unpledged marketable assets divided by the sum of net deposits and short term liabilities) greater than 15%; (iii) Dependency Ratio (net potentially volatile liabilities minus short term investments divided by total earning assets minus short term investments) less than 15%; and (iv) Loans to Deposits Ratio less than 100% At December 31, 2022, we were in compliance with the foregoing internal policies and regulatory guidelines.
Internal guidelines consist of: (i) Available Liquidity (sum of short term borrowing capacity) greater than $500 million; (ii) Liquidity Ratio (total of net cash, short term investments and unpledged marketable assets divided by the sum of net deposits and short term liabilities) greater than 15%; (iii) Dependency Ratio (net potentially volatile liabilities minus short term investments divided by total earning assets minus short term investments) less than 15%; and (iv) Loans to Deposits Ratio less than 100% At December 31, 2023, we were in compliance with the foregoing internal policies and regulatory guidelines.
Mandatorily redeemable shares are issued under the terms of one of our executive incentive compensation plans and are settled based on book value per share with changes from the previous reporting date recorded as interest expense. 20 Table of Contents The following table provides an analysis of net interest income and illustrates interest income earned and interest expense charged for each major component of interest earning assets and the interest bearing liabilities.
Mandatorily redeemable shares are issued under the terms of one of our executive incentive compensation plans and are settled based on book value per share with changes from the previous reporting date recorded as interest expense. 19 Table of Contents The following table provides an analysis of net interest income and illustrates interest income earned and interest expense charged for each major component of interest earning assets and the interest bearing liabilities.
At December 31, 2022 and 2021, the impact of these hypothetical fluctuations in interest rates on our derivative holdings was not significant, and, as such, separate disclosure is not presented. We manage the interest rate risk related to mortgage loan commitments by entering into contracts for future delivery of loans with outside parties.
At December 31, 2023 and 2022, the impact of these hypothetical fluctuations in interest rates on our derivative holdings was not significant, and, as such, separate disclosure is not presented. We manage the interest rate risk related to mortgage loan commitments by entering into contracts for future delivery of loans with outside parties.
The results or outcomes indicated by our forward-looking statements may not be realized due to a variety of factors, including, without limitation, the following: • Local, regional, national, and international economic conditions and the impact they may have on us and our clients and our assessment of that impact. • Changes in the level of nonperforming assets and charge-offs. • Changes in estimates of future cash reserve requirements based upon the periodic review thereof under relevant regulatory and accounting requirements. • The effects of and changes in trade and monetary and fiscal policies and laws, including the interest rate policies of the Federal Reserve Board. • Inflation, interest rate, securities market, and monetary fluctuations. • Political instability. • Acts of war or terrorism. • The spread of infectious diseases or pandemics. • Substantial changes in the cost of fuel. • The timely development and acceptance of new products and services and perceived overall value of these products and services by others. • Changes in consumer spending, borrowings, and savings habits. • Changes in the financial performance and/or condition of our borrowers. • Technological changes. • The impact of climate change. • Acquisitions and integration of acquired businesses. • The ability to increase market share and control expenses. • The ability to expand effectively into new markets that we target. • Changes in the competitive environment among bank holding companies. • The effect of changes in laws and regulations (including laws and regulations concerning taxes, banking, securities, insurance, and climate change) with which we and our subsidiaries must comply. • The effect of changes in accounting policies and practices and auditing requirements, as may be adopted by the regulatory agencies, as well as the Public Company Accounting Oversight Board, the Financial Accounting Standards Board, and other accounting standard setters. 17 Table of Contents • Changes in our organization, compensation, and benefit plans. • The costs and effects of legal and regulatory developments including the resolution of legal proceedings or regulatory or other governmental inquires and the results of regulatory examinations or reviews. • Greater than expected costs or difficulties related to the integration of new products and lines of business. • Our success at managing the risks described in Item 1A.
The results or outcomes indicated by our forward-looking statements may not be realized due to a variety of factors, including, without limitation, the following: • Local, regional, national, and international economic conditions and the impact they may have on us and our clients and our assessment of that impact. • Changes in the level of nonperforming assets and charge-offs. • Changes in estimates of future cash reserve requirements based upon the periodic review thereof under relevant regulatory and accounting requirements. • The effects of and changes in trade and monetary and fiscal policies and laws, including the interest rate policies of the Federal Reserve Board. • Inflation, interest rate, securities market, and monetary fluctuations, including substantial changes in the cost of fuel. • Political instability, acts of war or terrorism, or cybersecurity threats. • The spread of infectious diseases or pandemics. • The timely development and acceptance of new products and services and perceived overall value of these products and services by others. • Changes in consumer spending, borrowings, and savings habits. • Changes in the financial performance and/or condition of our borrowers. • Technological changes. • The impact of climate change. • Acquisitions and integration of acquired businesses. • The ability to increase market share and control expenses. • The ability to expand effectively into new markets that we target. • Changes in the competitive environment. • The effect of changes in laws and regulations (including laws and regulations concerning taxes, banking, securities, insurance, and climate change) with which we and our subsidiaries must comply. • The effect of changes in accounting policies and practices and auditing requirements, as may be adopted by the regulatory agencies, as well as the Public Company Accounting Oversight Board, the Financial Accounting Standards Board, and other accounting standard setters. • Changes in our organization, compensation, and benefit plans. • The costs and effects of legal and regulatory developments including the resolution of legal proceedings or regulatory or other governmental inquires and the results of regulatory examinations or reviews. 16 Table of Contents • Greater than expected costs or difficulties related to the integration of new products and lines of business. • Our success at managing the risks described in Item 1A.
However, the Board of Depositories could alter this requirement in the future and adversely impact our liquidity. Our potential liquidity exposure if we must pledge collateral is approximately $1.15 billion. Liquidity Risk Management — The Bank’s liquidity is monitored and closely managed by the Asset/Liability Management Committee (ALCO), whose members are comprised of the Bank’s senior management.
However, the Board of Depositories could alter this requirement in the future and adversely impact our liquidity. Our potential liquidity exposure if we must pledge collateral is approximately $1.23 billion. Liquidity Risk Management — The Bank’s liquidity is monitored and closely managed by the Asset/Liability Management Committee (ALCO), whose members are comprised of the Bank’s senior management.
We perform a thorough analysis of charge-offs, non-performing asset levels, special attention outstandings and delinquency in order to review portfolio trends, including specific industry risks and economic conditions, which may have an impact on the allowance and allowance ratios applied to various portfolios.
We perform a thorough analysis of charge-offs, non-performing asset levels, special attention outstandings and delinquency to review portfolio trends, including specific industry risks and economic conditions, which may have an impact on the allowance and allowance ratios applied to various portfolios.
During 2022, 2021 and 2020, we determined that no permanent write-down was necessary for previously recorded impairment on MSRs. During 2022, mortgage banking income decreased primarily due to reduced mortgage origination volumes resulting in lower income on loans sold in the secondary market.
During 2023, 2022 and 2021, we determined that no permanent write-down was necessary for previously recorded impairment on MSRs. During 2023 and 2022, mortgage banking income decreased primarily due to reduced mortgage origination volumes resulting in lower income on loans sold in the secondary market.
Further discussion of commitments and contractual obligations is included in Part II, Item 8, Financial Statements and Supplementary Data — Notes 10, 11, 12 and 18 of the Notes to Consolidated Financial Statements. We also enter into derivative contracts under which we are required to either receive cash from, or pay cash to, counterparties depending on changes in interest rates.
Further discussion of commitments and contractual obligations is included in Part II, Item 8, Financial Statements and Supplementary Data — Notes 10, 11, 12 and 18 of the Notes to Consolidated Financial Statements. 37 Table of Contents We also enter into derivative contracts under which we are required to either receive cash from, or pay cash to, counterparties depending on changes in interest rates.
The following table shows the maturities of securities available-for-sale at December 31, 2022, at the amortized costs and weighted average yields of such securities. (Dollars in thousands) Amount Yield U.S.
The following table shows the maturities of securities available-for-sale at December 31, 2023, at the amortized costs and weighted average yields of such securities. (Dollars in thousands) Amount Yield U.S.
Net interest margin (the ratio of net interest income to average earning assets) is significantly affected by movements in interest rates and changes in the mix of earning assets and the liabilities that fund those assets. Net interest margin on a fully taxable- equivalent basis was 3.45% in 2022, compared to 3.23% in 2021 and 3.39% in 2020.
Net interest margin (the ratio of net interest income to average earning assets) is significantly affected by movements in interest rates and changes in the mix of earning assets and the liabilities that fund those assets. Net interest margin on a fully taxable- equivalent basis was 3.51% in 2023, compared to 3.45% in 2022 and 3.23% in 2021.
Our (recovery) expense for repurchase losses, included in Loan and Lease Collection and Repossession expense on the Statements of Income, was $(0.05) million in 2022 compared to $(0.09) million in 2021 and $0.03 million in 2020. The mortgage repurchase liability represents our best estimate of the loss that we may incur.
Our recovery for repurchase losses, included in Loan and Lease Collection and Repossession expense on the Statements of Income, was $0.07 million in 2023 compared to $0.05 million in 2022 and $0.09 million in 2021. The mortgage repurchase liability represents our best estimate of the loss that we may incur.
Determination of the allowance is inherently subjective as it requires significant estimates and adjustments to historical loss rates to capture differences that may exist between the current and historical conditions, including consideration of environmental factors, principally economic risk which is generally reflected in forecast adjustments, specific industry risk and concentration risk, all of which may be susceptible to significant and unforeseen changes.
Determination of the allowance is inherently subjective as it requires significant estimates and adjustments to historical loss rates to capture differences that may exist between current and historical conditions, including consideration of economic risk which is generally reflected in a forecast adjustment, specific industry risk and concentration risk, all of which may be susceptible to significant and unforeseen changes.
Mortgage loans held for sale were $3.91 million at December 31, 2022 and were $13.28 million at December 31, 2021. 1st Source Bank sells residential mortgage loans to Fannie Mae as well as FHA-insured and VA-guaranteed loans in Ginnie Mae mortgage-backed securities. Additionally, we have sold loans on a service released basis to various other financial institutions in the past.
Mortgage loans held for sale were $1.44 million at December 31, 2023 and were $3.91 million at December 31, 2022. 1st Source Bank sells residential mortgage loans to Fannie Mae as well as FHA-insured and VA-guaranteed loans in Ginnie Mae mortgage-backed securities. Additionally, we have sold loans on a service released basis to various other financial institutions in the past.
Our accounting policies related to the allowance for credit losses is disclosed in Note 1 under the heading “Allowance for Credit Losses.” Fair Value Measurements — We use fair value measurements to record certain financial instruments and to determine fair value disclosures.
Our accounting policies related to the allowance for credit losses is disclosed in Note 1 under the heading “Allowance for Credit Losses.” 17 Table of Contents Fair Value Measurements — We use fair value measurements to record certain financial instruments and to determine fair value disclosures.
Trust and wealth advisory fees are largely based on the number and size of client relationships and the market value of assets under management. The market value of trust assets under management at December 31, 2022 and 2021 was $4.84 billion and $5.33 billion, respectively.
Trust and wealth advisory fees are largely based on the number and size of client relationships and the market value of assets under management. The market value of trust assets under management at December 31, 2023 and 2022 was $5.46 billion and $4.84 billion, respectively.
We believe the loans we have underwritten and sold to these entities have met or exceeded applicable transaction parameters. 28 Table of Contents Our liability for repurchases, included in Accrued Expenses and Other Liabilities on the Statements of Financial Condition, was $0.17 million and $0.22 million as of December 31, 2022 and 2021, respectively.
We believe the loans we have underwritten and sold to these entities have met or exceeded applicable transaction parameters. 27 Table of Contents Our liability for repurchases, included in Accrued Expenses and Other Liabilities on the Statements of Financial Condition, was $0.15 million and $0.17 million as of December 31, 2023 and 2022, respectively.
Management monitors these loans closely and reviews their performance on a regular basis. As of December 31, 2022 and 2021, we had $7.83 million and $1.23 million, respectively, in loans of this type which are not included in either of the non-accrual or 90 days past due loan categories.
Management monitors these loans closely and reviews their performance on a regular basis. As of December 31, 2023 and 2022, we had $34.04 million and $7.83 million, respectively, in loans of this type which are not included in either of the non-accrual or 90 days past due loan categories.
It is our opinion that the allowance for loan and lease losses was appropriate to absorb current expected credit losses inherent in the loan and lease portfolio as of December 31, 2022. Charge-offs for loan and lease losses were $3.41 million for 2022, compared to $12.52 million for 2021 and $13.97 million for 2020.
It is our opinion that the allowance for loan and lease losses was appropriate to absorb current expected credit losses inherent in the loan and lease portfolio as of December 31, 2023. Charge-offs for loan and lease losses were $6.65 million for 2023, compared to $3.41 million for 2022 and $12.52 million for 2021.
The unrealized losses on available-for-sale securities, net of income taxes, were $147.69 million and $9.86 million at December 31, 2022 and 2021, respectively. The unrealized losses occurred as a result of changes in interest rates, market spreads and market conditions subsequent to purchase.
The unrealized losses on available-for-sale securities, net of income taxes, were $106.32 million and $147.69 million at December 31, 2023 and 2022, respectively. The unrealized losses occurred as a result of changes in interest rates, market spreads and market conditions subsequent to purchase.
Fair value is discussed further in Note 1 under the heading “Fair Value Measurements” and in Note 21, “Fair Value Measurements.” EARNINGS SUMMARY Net income available to common shareholders in 2022 was $120.51 million, up from $118.53 million in 2021 and up from $81.44 million in 2020.
Fair value is discussed further in Note 1 under the heading “Fair Value Measurements” and in Note 21, “Fair Value Measurements.” EARNINGS SUMMARY Net income available to common shareholders in 2023 was $124.93 million, up from $120.51 million in 2022 and up from $118.53 million in 2021.
The portfolio has been a relatively stable performer of late, but was among the sectors affected most by the sluggish economy following the Great Recession. Our portfolio loss history has been volatile, characterized by lengthy periods of minimal losses or modest recoveries followed by short intervals of higher losses.
The portfolio has been relatively stable lately, but was among the sectors affected most by the sluggish economy following the Great Recession. Our portfolio loss history has been volatile, characterized by lengthy periods of minimal losses or modest recoveries followed by short intervals of high losses.
The average equipment rental portfolio decreased 21.27% in 2022 over 2021 and decreased 29.16% in 2021 over 2020 as a result of reduced leasing volume primarily in the construction equipment and the auto and light truck portfolios due to changing customer preferences and competitive pricing pressures for new business.
The average equipment rental portfolio decreased 29.45% in 2023 over 2022 and decreased 21.27% in 2022 over 2021 as a result of reduced leasing volume primarily in the medium and heavy duty truck, construction equipment and the auto and light truck portfolios due to changing customer preferences and competitive pricing pressures for new business.
Nonperforming assets amounted to $26.93 million at December 31, 2022, compared to $41.33 million at December 31, 2021, and $64.53 million at December 31, 2020. During 2022, interest income on nonaccrual loans and leases would have increased by approximately $2.68 million compared to $2.62 million in 2021 if these loans and leases had earned interest at their full contractual rate.
Nonperforming assets amounted to $24.24 million at December 31, 2023, compared to $26.93 million at December 31, 2022, and $41.33 million at December 31, 2021. During 2023, interest income on nonaccrual loans and leases would have increased by approximately $1.47 million compared to $2.68 million in 2022 if these loans and leases had earned interest at their full contractual rate.
The following table shows noninterest income for the most recent three years ended December 31.
The following table shows the components of our noninterest income for the most recent three years ended December 31.
We use a two-year reasonable and supportable period across all loan and lease segments to forecast economic conditions. We believe the two-year time horizon aligns with available industry guidance and various forecasting sources.
We use a two-year reasonable and supportable period across all loan and lease segments to forecast economic conditions. We believe the two-year time horizon aligns with available industry guidance and various forecasting sources. Following this two-year forecasting period, we use a two-year reversion period to revert forecast rates to historical loss rates.
Dividends paid on common stock in 2022 amounted to $1.26 per share, compared to $1.21 per share in 2021, and $1.13 per share in 2020.
Dividends paid on common stock in 2023 amounted to $1.30 per share, compared to $1.26 per share in 2022, and $1.21 per share in 2021.
In 2022 and 2021, the decline in rental income was offset by a similar decline in depreciation on equipment owned under operating leases. 24 Table of Contents Losses on the sale of investment securities available-for-sale were $0.18 million and $0.68 million in 2022 and 2021, respectively.
In 2023 and 2022, the decline in rental income was offset by a similar decline in depreciation on equipment owned under operating leases. Losses on the sale of investment securities available-for-sale were $2.93 million in 2023 compared to losses of $0.18 million and $0.68 million in 2022 and 2021, respectively.
Actual losses may differ from estimated amounts due to model inefficiencies or management’s inability to adequately determine appropriate model adjustment factors. The accounting standard further requires management to use forecasts about future economic conditions to determine the expected credit losses over the remaining life of the asset.
Actual losses may differ from estimated amounts due to model inefficiencies or management’s inability to adequately determine appropriate model adjustment factors. Additionally, we are required to use forecasts about future economic conditions to determine the expected credit losses over the remaining life of the asset.
The allowance for loan and lease losses at December 31, 2022, totaled $139.27 million and was 2.32% of loans and leases, compared to $127.49 million or 2.38% of loans and leases at December 31, 2021 and $140.65 million or 2.56% of loans and leases at December 31, 2020.
The allowance for loan and lease losses at December 31, 2023, totaled $147.55 million and was 2.26% of loans and leases, compared to $139.27 million or 2.32% of loans and leases at December 31, 2022 and $127.49 million or 2.38% of loans and leases at December 31, 2021.
Percentage Change in Net Interest Income December 31, 2022 December 31, 2021 Basis Point Interest Rate Change 12 Months 24 Months 12 Months 24 Months Up 200 (2.32)% 2.99% 0.34% 7.00% Up 100 (1.15)% 1.52% (0.51)% 2.86% Down 100 (2.39)% (5.10)% (3.22)% (8.00)% The earnings simulation model excludes the earnings dynamics related to how fee income and noninterest expense may be affected by changes in interest rates.
Percentage Change in Net Interest Income December 31, 2023 December 31, 2022 Basis Point Interest Rate Change 12 Months 24 Months 12 Months 24 Months Up 200 (1.40)% 3.01% (2.32)% 2.99% Up 100 (0.66)% 1.52% (1.15)% 1.52% Down 100 (0.18)% (2.42)% (2.39)% (5.10)% The earnings simulation model excludes the earnings dynamics related to how fee income and noninterest expense may be affected by changes in interest rates.
At December 31, 2022, the vintage (years originated) of the underlying loans comprising our securities are: 14% in the year 2022; 45% in the year 2021; 28% in the years 2019 and 2020; 7% in the years 2017 and 2018; 2% in the years 2015 and 2016; 4% in the years 2014 prior.
At December 31, 2023, the vintage (years originated) of the underlying loans comprising our securities are: 5% in the year 2023; 12% in the year 2022; 67% in the years 2020 and 2021; 7% in the years 2018 and 2019; 5% in the years 2016 and 2017; 4% in the years 2015 prior.
Forecast adjustments are fundamentally difficult to establish and the current environment presents challenges with persistent inflation, markedly higher interest rates, and heightened geopolitical uncertainty. We endeavor to apply a forecast adjustment that is directionally consistent, reasonable, supportable, and reflective of current expectations and conditions.
Forecast adjustments are fundamentally difficult to establish and the current environment presents challenges with increasing geopolitical uncertainty, elevated inflation, high interest rates, and persistently inverted yield curve. We endeavor to apply a forecast adjustment that is directionally consistent, reasonable, supportable, and reflective of current expectations and conditions.
Diluted net income per common share was $4.84 in 2022, $4.70 in 2021, and $3.17 in 2020. Return on average total assets was 1.49% in 2022 compared to 1.53% in 2021, and 1.14% in 2020. Return on average common shareholders’ equity was 13.81% in 2022 versus 13.07% in 2021, and 9.41% in 2020.
Diluted net income per common share was $5.03 in 2023, $4.84 in 2022, and $4.70 in 2021. Return on average total assets was 1.48% in 2023 compared to 1.49% in 2022, and 1.53% in 2021. Return on average common shareholders’ equity was 13.48% in 2023 versus 13.81% in 2022, and 13.07% in 2021.
Our allowance for unfunded credit commitments is included in Accrued Expenses and Other Liabilities on the Consolidated Statements of Financial Position and is provided by direct charges to the provision for unfunded credit commitments located in Other Noninterest Expense on the Consolidated Statements of Income.
We utilize similar processes to estimate our liability for credit losses on unfunded loan commitments which is included in Accrued Expenses and Other Liabilities on the Consolidated Statements of Financial Position and is provided for by direct charges to the provision for unfunded credit commitments located in Other Noninterest Expense on the Consolidated Statements of Income.
Net interest income was $263.47 million for 2022, compared to $236.64 million for 2021 and $225.82 million for 2020. Tax-equivalent net interest income totaled $264.10 million for 2022, up $27.00 million from the $237.10 million reported in 2021.
Net interest income was $278.65 million for 2023, compared to $263.47 million for 2022 and $236.64 million for 2021. Tax-equivalent net interest income totaled $279.39 million for 2023, up $15.29 million from the $264.10 million reported in 2022. Tax-equivalent net interest income for 2022 was up $27.00 million from the $237.10 million reported for 2021.
FDIC and other insurance expense grew $0.95 million or 35.41% in 2022 from 2021 and increased $0.07 million or 2.72% in 2021 from 2020. The increase in 2022 was mainly the result of higher assessments for FDIC premiums from a larger asset base and a one-time $0.38 million recovery of an incurred but not reported insurance reserve in 2021.
The increase in 2022 was mainly the result of higher assessments for FDIC premiums from a larger asset base and a one-time $0.38 million recovery of an incurred but not reported insurance reserve in 2021.
At December 31, 2022, these trust assets were comprised of $3.21 billion of personal and agency trusts and estate administration assets, $1.03 billion of employee benefit plan assets, $0.49 million of individual retirement accounts, and $0.11 million of custody assets.
At December 31, 2023, these trust assets were comprised of $3.66 billion of personal and agency trusts and estate administration assets, $1.10 billion of employee benefit plan assets, $0.53 million of individual retirement accounts, and $0.17 million of custody assets.
(Dollars in thousands) 2022 2021 2020 Calculation of Net Interest Margin (A) Interest income (GAAP) $ 293,816 $ 254,772 $ 263,031 Fully tax-equivalent adjustments: (B) - Loans and leases 366 319 333 (C) - Tax-exempt investment securities 262 140 210 (D) Interest income - FTE (A+B+C) 294,444 255,231 263,574 (E) Interest expense (GAAP) 30,347 18,134 37,211 (F) Net interest income (GAAP) (A-E) 263,469 236,638 225,820 (G) Net interest income - FTE (D-E) 264,097 237,097 226,363 (H) Total earning assets $ 7,661,168 $ 7,338,639 $ 6,684,246 Net interest margin (GAAP-derived) (F/H) 3.44 % 3.22 % 3.38 % Net interest margin - FTE (G/H) 3.45 % 3.23 % 3.39 % 22 Table of Contents The change in interest due to both rate and volume illustrated in the following table has been allocated to volume and rate changes in proportion to the relationship of the absolute dollar amounts of the change in each.
(Dollars in thousands) 2023 2022 2021 Calculation of Net Interest Margin (A) Interest income (GAAP) $ 416,907 $ 293,816 $ 254,772 Fully tax-equivalent adjustments: (B) - Loans and leases 381 366 319 (C) - Tax-exempt investment securities 360 262 140 (D) Interest income - FTE (A+B+C) 417,648 294,444 255,231 (E) Interest expense (GAAP) 138,260 30,347 18,134 (F) Net interest income (GAAP) (A-E) 278,647 263,469 236,638 (G) Net interest income - FTE (D-E) 279,388 264,097 237,097 (H) Total earning assets $ 7,956,604 $ 7,661,168 $ 7,338,639 Net interest margin (GAAP-derived) (F/H) 3.50 % 3.44 % 3.22 % Net interest margin - FTE (G/H) 3.51 % 3.45 % 3.23 % 21 Table of Contents The change in interest due to both rate and volume illustrated in the following table has been allocated to volume and rate changes in proportion to the relationship of the absolute dollar amounts of the change in each.
Service charges on deposit accounts increased by $1.56 million or 14.70% in 2022 from 2021 compared to an increase of $1.10 million or 11.64% in 2021 from 2020. The growth in service charges on deposit accounts in 2022 was primarily due to increased consumer and business nonsufficient fund transactions.
Service charges on deposit accounts increased by $0.60 million or 4.96% in 2023 from 2022 compared to an increase of $1.56 million or 14.70% in 2022 from 2021. The growth in service charges on deposit accounts in 2023 was primarily due to increased consumer and business overdraft transactions.
In the normal course of business, we face ongoing interest rate risks and uncertainties. We may utilize interest rate swaps to partially manage the primary market exposures associated with the interest rate risk related to underlying assets, liabilities, and anticipated transactions.
We may utilize interest rate swaps to partially manage the primary market exposures associated with the interest rate risk related to underlying assets, liabilities, and anticipated transactions.
Furniture and equipment expense, including depreciation, declined by $0.53 million or 8.85% in 2022 from 2021 compared to a decrease of $0.56 million or 8.62% in 2021 from 2020. The lower expense in 2022 was primarily due to a reduction in equipment rental and depreciation expenses.
Furniture and equipment expense, including depreciation, increased by $0.21 million or 3.76% in 2023 from 2022 compared to a decrease of $0.53 million or 8.85% in 2022 from 2021. The higher expense in 2023 was primarily due to increased equipment replacement costs. The lower expense in 2022 was primarily due to a reduction in equipment rental and depreciation expenses.
States and political subdivisions securities 130,670 95,700 Mortgage-backed securities — Federal agencies 730,672 663,441 Corporate debt securities 16,486 22,510 Foreign government securities 600 600 Total investment securities available-for-sale $ 1,969,171 $ 1,876,031 35 Table of Contents Yields on tax-exempt obligations are calculated on a fully tax-equivalent basis assuming a 21% tax rate.
States and political subdivisions securities 97,522 130,670 Mortgage-backed securities — Federal agencies 676,257 730,672 Corporate debt securities 8,448 16,486 Foreign government securities 600 600 Total investment securities available-for-sale $ 1,762,357 $ 1,969,171 33 Table of Contents Yields on tax-exempt obligations are calculated on a fully tax-equivalent basis assuming a 21% tax rate.
During 2022, our reliance on purchased funds decreased to 6.19% of average total assets from 6.41% in 2021. 37 Table of Contents Shareholders’ Equity — Average shareholders’ equity equated to 10.81% of average total assets in 2022, compared to 11.73% in 2021. Shareholders’ equity was 10.36% of total assets at year-end 2022, compared to 11.32% at year-end 2021.
During 2023, our reliance on purchased funds increased to 11.45% of average total assets from 6.19% in 2022. 35 Table of Contents Shareholders’ Equity — Average shareholders’ equity equated to 11.02% of average total assets in 2023, compared to 10.81% in 2022. Shareholders’ equity was 11.34% of total assets at year-end 2023, compared to 10.36% at year-end 2022.
DEPOSITS The following table shows the average daily amounts of deposits and rates paid on such deposits. 2022 2021 2020 (Dollars in thousands) Amount Rate Amount Rate Amount Rate Noninterest bearing demand $ 2,037,882 — % $ 1,882,168 — % $ 1,530,698 — % Interest bearing demand 2,554,945 0.69 2,278,498 0.13 1,827,673 0.24 Savings 1,283,143 0.08 1,172,411 0.07 926,585 0.11 Time 835,406 0.79 1,009,450 0.84 1,451,646 1.73 Total deposits $ 6,711,376 $ 6,342,527 $ 5,736,602 36 Table of Contents The following table shows the estimated scheduled maturities of the portion of time deposits in U.S. offices in excess of the FDIC insurance limit and time deposits that are otherwise uninsured.
DEPOSITS The following table shows the average daily amounts of deposits and rates paid on such deposits. 2023 2022 2021 (Dollars in thousands) Amount Rate Amount Rate Amount Rate Noninterest bearing demand $ 1,753,149 — % $ 2,037,882 — % $ 1,882,168 — % Interest bearing demand 2,481,362 2.33 2,554,945 0.69 2,278,498 0.13 Savings 1,181,314 0.68 1,283,143 0.08 1,172,411 0.07 Time 1,541,419 3.73 835,406 0.79 1,009,450 0.84 Total deposits $ 6,957,244 $ 6,711,376 $ 6,342,527 34 Table of Contents The following table shows the estimated scheduled maturities of the portion of time deposits in U.S. offices in excess of the FDIC insurance limit and time deposits that are otherwise uninsured.
In 2022, average core deposits equaled 79.60% of average total assets, compared to 78.04% in 2021 and 73.64% in 2020. The effective rate of core deposits in 2022 was 0.32%, compared to 0.12% in 2021 and 0.39% in 2020. Average noninterest bearing core deposits increased 8.27% in 2022 compared to an increase of 22.96% in 2021.
In 2023, average core deposits equaled 73.77% of average total assets, compared to 79.60% in 2022 and 78.04% in 2021. The effective rate of core deposits in 2023 was 1.45%, compared to 0.32% in 2022 and 0.12% in 2021. Average noninterest bearing core deposits decreased 13.97% in 2023 compared to an increase of 8.27% in 2022.
The following table shows the amount of such components of the allowance for loan and lease losses at December 31 and the ratio of such loan and lease categories to total outstanding loan and lease balances. 2022 2021 (Dollars in thousands) Allowance Amount Percentage of Loans and Leases in Each Category to Total Loans and Leases Allowance Amount Percentage of Loans and Leases in Each Category to Total Loans and Leases Commercial and agricultural $ 14,635 13.51 % $ 15,409 17.18 % Solar 7,217 6.34 6,585 6.51 Auto and light truck 18,634 13.44 19,624 11.30 Medium and heavy duty truck 7,566 5.22 6,015 4.87 Aircraft 41,093 17.93 33,628 16.80 Construction equipment 24,039 15.61 19,673 14.11 Commercial real estate 17,431 15.70 19,691 17.38 Residential real estate and home equity 6,478 9.73 5,084 9.36 Consumer 2,175 2.52 1,783 2.49 Total $ 139,268 100.00 % $ 127,492 100.00 % Nonperforming Assets — Nonperforming assets include loans past due over 90 days, nonaccrual loans and leases, other real estate, repossessions and other nonperforming assets we own.
The following table shows the amount of such components of the allowance for loan and lease losses at December 31 and the ratio of such loan and lease categories to total outstanding loan and lease balances. 2023 2022 (Dollars in thousands) Allowance Amount Percentage of Loans and Leases in Each Category to Total Loans and Leases Allowance Amount Percentage of Loans and Leases in Each Category to Total Loans and Leases Commercial and agricultural $ 17,385 11.76 % $ 14,635 13.51 % Renewable energy 6,610 6.13 7,217 6.34 Auto and light truck 16,858 14.83 18,634 13.44 Medium and heavy duty truck 8,965 4.79 7,566 5.22 Aircraft 37,653 16.54 41,093 17.93 Construction equipment 26,510 16.64 24,039 15.61 Commercial real estate 23,690 17.33 17,431 15.70 Residential real estate and home equity 7,698 9.79 6,478 9.73 Consumer 2,183 2.19 2,175 2.52 Total $ 147,552 100.00 % $ 139,268 100.00 % Nonperforming Assets — Nonperforming assets include loans past due over 90 days, nonaccrual loans and leases, other real estate, repossessions and other nonperforming assets we own.
In order to accommodate net charge offs and strong loan and lease growth, we added $13.25 million to the provision for credit losses for 2022, compared to a recovery of provision of $(4.30) million for 2021 and a provision of $36.00 million for 2020. 32 Table of Contents The following table summarizes our loan and lease loss experience for each of the last three years ended December 31.
Reflective of our strong loan and lease growth, partially offset by a net recovery position, we added $5.87 million to the provision for credit losses for 2023, compared to a provision of $13.25 million for 2022 and a recovery of provision of $4.30 million for 2021. 30 Table of Contents The following table summarizes our loan and lease loss experience for each of the last three years ended December 31.
In determining an appropriate allowance, management makes numerous judgments, assumptions, and estimates which are inherently subjective, as they require material estimates that may be susceptible to significant change.
Determining the appropriateness of the allowance is complex and requires judgement by management about the effect of matters that are inherently uncertain. In determining an appropriate allowance, management makes numerous judgments, assumptions, and estimates which are inherently subjective, as they require material estimates that may be susceptible to significant change.
(Dollars in thousands) 2022 2021 2020 Noninterest income: Trust and wealth advisory $ 23,107 $ 23,782 $ 21,114 Service charges on deposit accounts 12,146 10,589 9,485 Debit card 18,052 18,125 14,983 Mortgage banking 4,122 11,822 15,674 Insurance commissions 6,703 7,247 7,025 Equipment rental 12,274 16,647 23,380 (Losses) gains on investment securities available-for-sale (184) (680) 279 Other 15,042 12,560 11,949 Total noninterest income $ 91,262 $ 100,092 $ 103,889 Trust and wealth advisory fees (which include investment management fees, estate administration fees, mutual fund fees, annuity fees, and fiduciary fees) decreased $0.68 million or 2.84% in 2022 from 2021 compared to a $2.67 million or 12.64% increase in 2021 over 2020.
(Dollars in thousands) 2023 2022 2021 Noninterest income: Trust and wealth advisory $ 23,706 $ 23,107 $ 23,782 Service charges on deposit accounts 12,749 12,146 10,589 Debit card 17,980 18,052 18,125 Mortgage banking 3,471 4,122 11,822 Insurance commissions 6,911 6,703 7,247 Equipment rental 8,837 12,274 16,647 Losses on investment securities available-for-sale (2,926) (184) (680) Other 19,895 15,042 12,560 Total noninterest income $ 90,623 $ 91,262 $ 100,092 Trust and wealth advisory fees (which include investment management fees, estate administration fees, mutual fund fees, annuity fees, and fiduciary fees) increased $0.60 million or 2.59% in 2023 from 2022 compared to a $0.68 million or 2.84% decrease in 2022 over 2021.
Employee salaries grew $0.62 million or 0.73% in 2022 from 2021 compared to an increase of $2.93 million or 3.54% in 2021 from 2020. The increase in 2022 was mainly a result of higher base salaries due to normal merit increases offset by a decrease in incentive compensation and commission compensation primarily in our residential mortgage area.
The increase in 2022 was mainly a result of higher base salaries due to normal merit increases offset by a decrease in incentive compensation and commission compensation primarily in our residential mortgage area. Employee benefits increased $3.33 million or 17.73% in 2023 from 2022, compared to a $1.32 million or 6.58% decrease in 2022 from 2021.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations. The purpose of this analysis is to provide the reader with information relevant to understanding and assessing our results of operations for each of the past three years and financial condition for each of the past two years.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations. This analysis is intended to assist you in understanding our results of operations for each of the past three years and financial condition for each of the past two years.
We review the status of the loan and lease portfolio to identify borrowers that might develop financial problems in order to aid borrowers in the handling of their accounts and to mitigate losses. Our allowance for loan and lease losses is provided for by direct charges to the provision for credit losses.
We review the loan and lease portfolios to identify borrowers that might develop financial problems and to mitigate losses. Our allowance for loan and lease losses is provided for by direct charges to the provision for credit losses on the Consolidated Statements of Income.
(Dollars in thousands) 2022 2021 2020 Amounts of loans and leases outstanding at end of period $ 6,011,162 $ 5,346,214 $ 5,489,301 Average amount of net loans and leases outstanding during period $ 5,566,701 $ 5,437,817 $ 5,463,436 Balance of allowance for loan and lease losses at beginning of period $ 127,492 $ 140,654 $ 111,254 Impact from adoption of ASC 326 — — 2,584 Adjusted balance of allowance for loan and lease losses at beginning of period 127,492 140,654 113,838 Charge-offs: Commercial and agricultural 625 2,930 903 Solar — — — Auto and light truck 118 7,797 7,107 Medium and heavy duty truck — — 15 Aircraft — — 855 Construction equipment 1,114 856 4,090 Commercial real estate 538 — 37 Residential real estate and home equity 284 228 74 Consumer 730 712 893 Total charge-offs 3,409 12,523 13,974 Recoveries: Commercial and agricultural 56 812 663 Solar — — — Auto and light truck 417 1,316 499 Medium and heavy duty truck — — 18 Aircraft 785 687 1,800 Construction equipment 17 473 1,415 Commercial real estate 45 19 58 Residential real estate and home equity 160 16 33 Consumer 460 341 303 Total recoveries 1,940 3,664 4,789 Net charge-offs (recoveries) 1,469 8,859 9,185 Provision (recovery of provision) for loan and lease losses 13,245 (4,303) 36,001 Balance at end of period $ 139,268 $ 127,492 $ 140,654 Ratio of net charge-offs (recoveries) to average net loans and leases outstanding 0.03 % 0.16 % 0.17 % Ratio of allowance for loan and lease losses to net loans and leases outstanding end of period 2.32 % 2.38 % 2.56 % Coverage ratio of allowance for loan and lease losses to nonperforming loans and leases 526.06 % 327.28 % 232.47 % The following table shows net charge-offs (recoveries) as a percentage of average loans and leases by portfolio type: 2022 2021 2020 Commercial and agricultural 0.07 % 0.19 % 0.02 % Solar — — — Auto and light truck (0.04) 1.11 1.18 Medium and heavy duty truck — — — Aircraft (0.08) (0.08) (0.12) Construction equipment 0.13 0.05 0.37 Commercial real estate 0.05 — — Residential real estate and home equity 0.02 0.04 0.01 Consumer 0.19 0.28 0.43 Total net charge-offs (recoveries) to average portfolio loans and leases 0.03 % 0.16 % 0.17 % 33 Table of Contents The allowance for loan and lease losses has been allocated according to the amount deemed necessary to provide for the estimated current expected credit losses.
(Dollars in thousands) 2023 2022 2021 Amounts of loans and leases outstanding at end of period $ 6,518,505 $ 6,011,162 $ 5,346,214 Average amount of net loans and leases outstanding during period $ 6,203,857 $ 5,566,701 $ 5,437,817 Balance of allowance for loan and lease losses at beginning of period $ 139,268 $ 127,492 $ 140,654 Charge-offs: Commercial and agricultural 4,305 625 2,930 Renewable energy — — — Auto and light truck 729 118 7,797 Medium and heavy duty truck — — — Aircraft — — — Construction equipment 54 1,114 856 Commercial real estate 248 538 — Residential real estate and home equity 101 284 228 Consumer 1,211 730 712 Total charge-offs 6,648 3,409 12,523 Recoveries: Commercial and agricultural 243 56 812 Renewable energy — — — Auto and light truck 5,591 417 1,316 Medium and heavy duty truck 12 — — Aircraft 967 785 687 Construction equipment 1,656 17 473 Commercial real estate 11 45 19 Residential real estate and home equity 334 160 16 Consumer 252 460 341 Total recoveries 9,066 1,940 3,664 Net (recoveries) charge-offs (2,418) 1,469 8,859 Provision (recovery of provision) for loan and lease losses 5,866 13,245 (4,303) Balance at end of period $ 147,552 $ 139,268 $ 127,492 Ratio of net (recoveries) charge-offs to average net loans and leases outstanding (0.04) % 0.03 % 0.16 % Ratio of allowance for loan and lease losses to net loans and leases outstanding end of period 2.26 % 2.32 % 2.38 % Coverage ratio of allowance for loan and lease losses to nonperforming loans and leases 627.08 % 526.06 % 327.28 % The following table shows net (recoveries) charge-offs as a percentage of average loans and leases by portfolio type: 2023 2022 2021 Commercial and agricultural 0.52 % 0.07 % 0.19 % Renewable energy — — — Auto and light truck (0.55) (0.04) 1.11 Medium and heavy duty truck — — — Aircraft (0.09) (0.08) (0.08) Construction equipment (0.16) 0.13 0.05 Commercial real estate 0.02 0.05 — Residential real estate and home equity (0.04) 0.02 0.04 Consumer 0.66 0.19 0.28 Total net (recoveries) charge-offs to average portfolio loans and leases (0.04) % 0.03 % 0.16 % 31 Table of Contents The allowance for loan and lease losses has been allocated according to the amount deemed necessary to provide for the estimated current expected credit losses.
Loan and lease outstandings to borrowers in Brazil and Mexico were $129.98 million and $136.68 million as of December 31, 2022, respectively, compared to $65.24 million and $117.90 million as of December 31, 2021, respectively. Outstanding balances to other borrowers in other countries were insignificant. Construction equipment financing increased $184.23 million or 24.42% in 2022 compared to 2021.
Loan and lease outstandings to borrowers in Brazil and Mexico were $119.38 million and $147.61 million as of December 31, 2023, respectively, compared to $129.98 million and $136.68 million as of December 31, 2022, respectively. Outstanding balances to other borrowers in other countries were insignificant. Construction equipment financing increased $146.25 million or 15.58% in 2023 compared to 2022.
Other real estate consists of one residential real estate property. 34 Table of Contents Nonperforming assets at December 31 (Dollars in thousands) 2022 2021 Loans past due over 90 days $ 54 $ 249 Nonaccrual loans and leases: Commercial and agricultural 864 2,053 Solar — — Auto and light truck 14,153 24,170 Medium and heavy duty truck 15 273 Aircraft 571 649 Construction equipment 5,469 7,090 Commercial real estate 3,229 2,996 Residential real estate and home equity 1,785 1,225 Consumer 334 250 Total nonaccrual loans and leases 26,420 38,706 Total nonperforming loans and leases 26,474 38,955 Other real estate 104 — Repossessions: Commercial and agricultural — — Auto and light truck 311 75 Medium and heavy duty truck — — Aircraft — — Construction equipment — 757 Consumer 16 29 Total repossessions 327 861 Operating leases 22 1,518 Total nonperforming assets $ 26,927 $ 41,334 Nonperforming loans and leases to loans and leases, net of unearned discount 0.44 % 0.73 % Nonperforming assets to loans and leases and operating leases, net of unearned discount 0.45 % 0.77 % Potential Problem Loans — Potential problem loans consist of loans that are performing but for which management has concerns about the ability of a borrower to continue to comply with repayment terms because of the borrowers’ potential operating or financial difficulties.
There were no properties held in other real estate. 32 Table of Contents Nonperforming assets at December 31 (Dollars in thousands) 2023 2022 Loans past due over 90 days $ 149 $ 54 Nonaccrual loans and leases: Commercial and agricultural 13,267 864 Renewable energy — — Auto and light truck 4,666 14,153 Medium and heavy duty truck — 15 Aircraft — 571 Construction equipment 176 5,469 Commercial real estate 2,970 3,229 Residential real estate and home equity 1,812 1,785 Consumer 490 334 Total nonaccrual loans and leases 23,381 26,420 Total nonperforming loans and leases 23,530 26,474 Other real estate — 104 Repossessions: Commercial and agricultural — — Auto and light truck 689 311 Medium and heavy duty truck — — Aircraft — — Construction equipment — — Consumer 16 16 Total repossessions 705 327 Operating leases — 22 Total nonperforming assets $ 24,235 $ 26,927 Nonperforming loans and leases to loans and leases, net of unearned discount 0.36 % 0.44 % Nonperforming assets to loans and leases and operating leases, net of unearned discount 0.37 % 0.45 % Potential Problem Loans — Potential problem loans consist of loans that are performing but for which management has concerns about the ability of a borrower to continue to comply with repayment terms because of potential operating or financial difficulties.
These represented 31.71% of total core deposits in 2022, compared to 31.20% in 2021, and 29.20% in 2020. Purchased Funds — We use purchased funds to supplement core deposits, which include certain certificates of deposit over $250,000, brokered certificates of deposit, listing services certificates of deposit, over-night borrowings, securities sold under agreements to repurchase, commercial paper, and other short-term borrowings.
Purchased Funds — We use purchased funds to supplement core deposits, which include certain certificates of deposit over $250,000, brokered certificates of deposit, listing services certificates of deposit, over-night borrowings, securities sold under agreements to repurchase, commercial paper, and other short-term borrowings which includes Federal Home Loan Bank and Federal Reserve Bank borrowings.
The higher expense in 2022 was primarily the result of an increase in the provision for unfunded loan commitments, a rise in the provision for interest rate swaps with customers, and higher employee training expenses.
The higher expense in 2022 was primarily the result of an increase in the provision for unfunded loan commitments, a rise in the provision for interest rate swaps with customers, and higher employee training expenses. Income Taxes — 1st Source recognized income tax expense in 2023 of $36.75 million, compared to $36.26 million in 2022, and $36.33 million in 2021.
States and political subdivisions securities 130,670 3.07 Corporate debt securities Under 1 year 8,002 2.98 1 – 5 years 8,484 2.32 5 – 10 years — — Over 10 years — — Total Corporate debt securities 16,486 2.64 Foreign government securities Under 1 year — — 1 – 5 years 600 2.12 5 – 10 years — — Over 10 years — — Total Foreign government securities 600 2.12 Mortgage-backed securities — Federal agencies 730,672 1.85 Total investment securities available-for-sale $ 1,969,171 1.45 % At December 31, 2022, the residential mortgage-backed securities we held consisted of GNMA, FNMA and FHLMC pass-through certificates (Government Sponsored Enterprise, GSEs).
States and political subdivisions securities 97,522 2.74 Corporate debt securities Under 1 year 8,448 2.32 1 – 5 years — — 5 – 10 years — — Over 10 years — — Total Corporate debt securities 8,448 2.32 Foreign government securities Under 1 year 600 2.12 1 – 5 years — — 5 – 10 years — — Over 10 years — — Total Foreign government securities 600 2.12 Mortgage-backed securities — Federal agencies 676,257 1.97 Total investment securities available-for-sale $ 1,762,357 1.44 % At December 31, 2023, the residential mortgage-backed securities we held consisted of GNMA, FNMA and FHLMC pass-through certificates (Government Sponsored Enterprise, GSEs).
(Dollars in thousands) 2022 2021 2020 Noninterest expense: Salaries and employee benefits $ 105,110 $ 105,808 $ 101,556 Net occupancy 10,728 10,524 10,276 Furniture and equipment 5,448 5,977 6,541 Data Processing 22,375 19,877 19,147 Depreciation — leased equipment 10,023 13,694 20,203 Professional fees 7,280 8,676 6,317 FDIC and other insurance 3,625 2,677 2,606 Business development and marketing 5,823 8,013 4,157 Other 14,287 10,902 16,564 Total noninterest expense $ 184,699 $ 186,148 $ 187,367 Total salaries and employee benefits were relatively flat in 2022 from 2021, following a $4.25 million or 4.19% increase in 2021 from 2020.
(Dollars in thousands) 2023 2022 2021 Noninterest expense: Salaries and employee benefits $ 115,612 $ 105,110 $ 105,808 Net occupancy 11,090 10,728 10,524 Furniture and equipment 5,653 5,448 5,977 Data Processing 25,055 22,375 19,877 Depreciation — leased equipment 7,093 10,023 13,694 Professional fees 6,705 7,280 8,676 FDIC and other insurance 5,926 3,625 2,677 Business development and marketing 7,157 5,823 8,013 Other 17,433 14,287 10,902 Total noninterest expense $ 201,724 $ 184,699 $ 186,148 Total salaries and employee benefits increased $10.50 million or 9.99% in 2023 from 2022, following a slight decrease in 2022 from 2021.
Loans and leases, net of unearned discount, at December 31, 2022, were $6.01 billion and were 72.08% of total assets, compared to $5.35 billion and 66.03% of total assets at December 31, 2021. Average loans and leases, net of unearned discount, increased $128.88 million or 2.37% and decreased $25.62 million or 0.47% in 2022 and 2021, respectively.
Loans and leases, net of unearned discount, at December 31, 2023, were $6.52 billion and were 74.69% of total assets, compared to $6.01 billion and 72.08% of total assets at December 31, 2022. Average loans and leases, net of unearned discount, increased $637.16 million or 11.45% and increased $128.88 million or 2.37% in 2023 and 2022, respectively.
(Dollars in thousands) Under 3 Months $ 138,892 4 – 6 Months 70,383 7 – 12 Months 181,961 Over 12 Months 217,415 Total $ 608,651 See Part II, Item 8, Financial Statements and Supplementary Data — Note 10 of the Notes to Consolidated Financial Statements for additional information on deposits.
(Dollars in thousands) Under 3 Months $ 129,952 4 – 6 Months 82,534 7 – 12 Months 234,223 Over 12 Months 458,854 Total $ 905,563 See Part II, Item 8, Financial Statements and Supplementary Data — Note 10 of the Notes to Consolidated Financial Statements for additional information on deposits.
Construction equipment financing at December 31, 2022 had outstandings of $938.50 million, compared to outstandings of $754.27 million at December 31, 2021. The growth in this category was primarily due to significant new client relationships and continued growth with existing clients.
Construction equipment financing at December 31, 2023 had outstandings of $1.08 billion, compared to outstandings of $938.50 million at December 31, 2022. The growth in this category was primarily due to significant new client relationships and continued growth with existing clients. Commercial loans secured by real estate increased $186.12 million or 19.72% in 2023 over 2022.
Medium and heavy duty truck financing at December 31, 2022 and 2021 had outstandings of $313.86 million and $259.74 million, respectively. The increase at December 31, 2022 from December 31, 2021 can be mainly attributed to expanded relationships with existing clients while fleet availability continues to be constrained.
Medium and heavy duty truck financing at December 31, 2023 and 2022 had outstandings of $311.95 million and $313.86 million, respectively. The decrease at December 31, 2023 from December 31, 2022 can be mainly attributed to competitive factors and a selective credit approach to maintain yield with existing clients while fleet availability continues to improve.
Business development and marketing expenses declined $2.19 million or 27.33% in 2022 from 2021 and rose $3.86 million or 92.76% in 2021 from 2020. The decreased expense in 2022 was mainly the result of a one-time charitable contribution of $3.00 million made during 2021 offset by increased business development expense and marketing promotions.
Business development and marketing expenses increased $1.33 million or 22.91% in 2023 from 2022 following a decline of $2.19 million or 27.33% in 2022 from 2021. The increased expense in 2023 was mainly the result of a charitable contribution of $1.00 million made during 2023 and higher marketing promotions.
Nonperforming assets at December 31, 2022 decreased from December 31, 2021, mainly due to declines in nonaccrual loans and leases in the bus segment of the auto and light truck portfolio along with modestly lower nonaccrual loans in construction equipment. Repossessions consisted mainly of units in the bus and step van segments of the auto and light truck portfolio.
Nonperforming assets at December 31, 2023 decreased from December 31, 2022, mainly due to declines in nonaccrual loans and leases in the auto and light truck and construction equipment portfolios offset by an increase in the commercial and agricultural portfolio. Repossessions consisted mainly of units in the specialty finance segments of the auto and light truck portfolio.
During 2022, the tax-equivalent yield on investment securities available-for-sale increased 21 basis points to 1.50% while the average balance grew $401.97 million or 27.85% with the largest increases in U.S. treasury and federal agency securities and mortgage-backed securities. Average mortgages held for sale decreased $11.85 million or 69.59% during 2022 while the yield increased 156 basis points.
During 2023, the tax-equivalent yield on investment securities available-for-sale increased seven basis points to 1.57% while the average balance decreased $168.70 million or 9.14% with the largest decreases in U.S. treasury and federal agency securities and mortgage-backed securities. Average mortgages held for sale decreased $2.81 million or 54.27% during 2023 while the yield increased 236 basis points.
The negative performance of the stock and bond markets in 2022 resulted in a decline in the market value of trust assets under management compared to 2021.
The positive performance of the stock and bond markets primarily during the fourth quarter of 2023 resulted in an increase in the market value of trust assets under management compared to 2022.
Our foreign outstandings increased 53.88% year over year. Our foreign loan and lease outstandings, all denominated in U.S. dollars were $297.46 million and $193.31 million as of December 31, 2022 and 2021, respectively.
Our foreign outstandings, all denominated in U.S. dollars, increased 1.66% during 2023 and were $302.41 million and $297.46 million as of December 31, 2023 and 2022, respectively.
We are able to access loan data over a long-time horizon, generally back to the fourth quarter of 2007, thus capturing most of the economic business cycle which includes the Great Recession and the subsequent long slow recovery which supports full lifetime losses. The CECL methodology requires our loan portfolio to be segregated into pools based on similar risk characteristics.
To estimate expected loan and lease losses under the Current Expected Credit Losses (CECL) methodology, we use a broad range of data over a long time horizon, generally back to the fourth quarter of 2007, thus capturing most of the economic business cycle which includes the Great Recession and the subsequent long and slow recovery which supports full lifetime losses.
Commercial real estate – Similar to the commercial portfolio, our commercial real estate loans are concentrated in our local market with local customers. Approximately 57% of the Bank’s exposure in this portfolio is from owner occupied facilities where we are the primary relationship bank for our customers.
Approximately 55% of the Bank’s exposure in this portfolio is from owner occupied facilities where we are the primary relationship bank for our clients.
Increase (Decrease) due to (Dollars in thousands) Volume Rate Net 2022 compared to 2021 Interest earned on: Investment securities available-for-sale: Taxable $ 5,463 $ 3,064 $ 8,527 Tax-exempt 203 367 570 Mortgages held for sale (412) 181 (231) Loans and leases, net of unearned discount 5,674 23,467 29,141 Other investments (843) 2,049 1,206 Total earning assets $ 10,085 $ 29,128 $ 39,213 Interest paid on: Interest-bearing deposits $ 613 $ 12,342 $ 12,955 Short-term borrowings: Securities sold under agreements to repurchase (8) (19) (27) Other short-term borrowings 151 1,258 1,409 Subordinated notes — 283 283 Long-term debt and mandatorily redeemable securities (578) (1,829) (2,407) Total interest-bearing liabilities $ 178 $ 12,035 $ 12,213 Net interest income - FTE $ 9,907 $ 17,093 $ 27,000 2021 compared to 2020 Interest earned on: Investment securities available-for-sale: Taxable $ 5,961 $ (6,274) $ (313) Tax-exempt (357) (7) (364) Mortgages held for sale (98) (54) (152) Loans and leases, net of unearned discount (1,133) (6,470) (7,603) Other investments 1,350 (1,261) 89 Total earning assets $ 5,723 $ (14,066) $ (8,343) Interest paid on: Interest-bearing deposits $ 1,741 $ (19,924) $ (18,183) Short-term borrowings: Securities sold under agreements to repurchase 13 (218) (205) Other short-term borrowings (90) (107) (197) Subordinated notes — (100) (100) Long-term debt and mandatorily redeemable securities (65) (327) (392) Total interest-bearing liabilities $ 1,599 $ (20,676) $ (19,077) Net interest income - FTE $ 4,124 $ 6,610 $ 10,734 23 Table of Contents Noninterest Income — Noninterest income decreased $8.83 million or 8.82% in 2022 from 2021 following a $3.80 million or 3.65% decrease in 2021 from 2020.
Increase (Decrease) due to (Dollars in thousands) Volume Rate Net 2023 compared to 2022 Interest earned on: Investment securities available-for-sale: Taxable $ (2,570) $ 777 $ (1,793) Tax-exempt 131 363 494 Mortgages held for sale (150) 88 (62) Loans and leases, net of unearned discount 32,763 90,718 123,481 Other investments (2,856) 3,940 1,084 Total earning assets $ 27,318 $ 95,886 $ 123,204 Interest paid on: Interest-bearing deposits $ 3,179 $ 94,752 $ 97,931 Short-term borrowings: Securities sold under agreements to repurchase (64) 115 51 Other short-term borrowings 3,823 1,661 5,484 Subordinated notes — 624 624 Long-term debt and mandatorily redeemable securities (13) 3,836 3,823 Total interest-bearing liabilities $ 6,925 $ 100,988 $ 107,913 Net interest income - FTE $ 20,393 $ (5,102) $ 15,291 2022 compared to 2021 Interest earned on: Investment securities available-for-sale: Taxable $ 5,463 $ 3,064 $ 8,527 Tax-exempt 203 367 570 Mortgages held for sale (412) 181 (231) Loans and leases, net of unearned discount 5,674 23,467 29,141 Other investments (843) 2,049 1,206 Total earning assets $ 10,085 $ 29,128 $ 39,213 Interest paid on: Interest-bearing deposits $ 613 $ 12,342 $ 12,955 Short-term borrowings: Securities sold under agreements to repurchase (8) (19) (27) Other short-term borrowings 151 1,258 1,409 Subordinated notes — 283 283 Long-term debt and mandatorily redeemable securities (578) (1,829) (2,407) Total interest-bearing liabilities $ 178 $ 12,035 $ 12,213 Net interest income - FTE $ 9,907 $ 17,093 $ 27,000 22 Table of Contents Noninterest Income — Noninterest income decreased $0.64 million or 0.70% in 2023 from 2022 following a $8.83 million or 8.82% decrease in 2022 from 2021.
The contingency plan provides for ongoing monitoring of unused borrowing capacity and available sources of contingent liquidity to prepare for unexpected liquidity needs and to cover unanticipated events that could affect liquidity.
The contingency plan provides for ongoing monitoring of unused borrowing capacity and available sources of contingent liquidity to prepare for unexpected liquidity needs and to cover unanticipated events that could affect liquidity. 36 Table of Contents We maintain prudent strategies to support a strong liquidity position. The following table represents our sources of liquidity as of December 31, 2023.
The average balance decrease in other investments was primarily a result of lower balances held at the Federal Reserve Bank. Average interest-bearing deposits increased $213.14 million or 4.78% during 2022 while the effective rate paid on those deposits increased 26 basis points. The increased average balance was primarily due to increases in business, consumer and public fund deposits.
Average other investments decreased $170.21 million or 69.78% during 2023 while the yield increased 391 basis points. The average balance decrease in other investments was primarily a result of lower balances held at the Federal Reserve Bank. Average interest-bearing deposits increased $530.60 million or 11.35% during 2023 while the effective rate paid on those deposits increased 183 basis points.
Average long-term debt and mandatorily redeemable securities balances decreased $23.91 million or 30.32% during 2022 as the effective rate decreased 301 basis points primarily due to lower rates on mandatorily redeemable securities from a reduction in book value per share during 2022.
Average long-term debt and mandatorily redeemable securities balances decreased $8.62 million or 15.68% during 2023 while the effective rate increased 827 basis points primarily due to higher rates on mandatorily redeemable securities from an improvement in book value per share during 2023.
Residential real estate and home equity – Our residential real estate and home equity portfolio consists of loans to individuals in the communities we serve. Generally, residential mortgage loans are originated using standards that result in salable mortgages. Home equity loans are also advanced in compliance with regulatory guidelines and the Bank’s credit policy.
Generally, residential mortgage loans are originated using standards that result in salable mortgages. Home equity loans are also advanced in compliance with regulatory guidelines and the Bank’s credit policy. Losses in these portfolios have been immaterial since 2013.
(Dollars in thousands) 2022 2021 Commercial and agricultural $ 812,031 $ 918,712 Solar 381,163 348,302 Auto and light truck 808,117 603,775 Medium and heavy duty truck 313,862 259,740 Aircraft 1,077,722 898,401 Construction equipment 938,503 754,273 Commercial real estate 943,745 929,341 Residential real estate and home equity 584,737 500,590 Consumer 151,282 133,080 Total loans and leases $ 6,011,162 $ 5,346,214 At December 31, 2022, there were no concentrations within the loan portfolio of 10% or more of total loans and leases.
(Dollars in thousands) 2023 2022 Commercial and agricultural $ 766,223 $ 812,031 Renewable energy 399,708 381,163 Auto and light truck 966,912 808,117 Medium and heavy duty truck 311,947 313,862 Aircraft 1,078,172 1,077,722 Construction equipment 1,084,752 938,503 Commercial real estate 1,129,861 943,745 Residential real estate and home equity 637,973 584,737 Consumer 142,957 151,282 Total loans and leases $ 6,518,505 $ 6,011,162 At December 31, 2023, there were no concentrations within the loan portfolio of 10% or more of total loans and leases.
Depreciation on equipment owned under operating leases declined $3.67 million or 26.81% in 2022 from 2021, following a $6.51 million or 32.22% decrease in 2021 from 2020.
Depreciation on equipment owned under operating leases declined $2.93 million or 29.23% in 2023 from 2022, following a $3.67 million or 26.81% decrease in 2022 from 2021. In 2023 and 2022, depreciation on equipment owned under operating leases correlated with the change in equipment rental income.