Biggest changeNonperforming Assets December 31, 2022 2021 2020 2019 2018 Nonaccrual loans: Commercial Real Estate $ 4,057 $ 3,004 $ 389 $ 108 $ 422 Commercial 3,840 7,190 3,789 1,169 946 Residential Real Estate 3,438 4,280 5,783 2,801 4,166 Consumer 494 682 864 858 495 Agricultural 2,482 314 680 542 736 Total Nonaccrual Loans $ 14,311 $ 15,470 $ 11,505 $ 5,478 $ 6,765 Loans Past Due 90 Days or More 492 725 2,330 867 966 Total Nonperforming Loans $ 14,803 $ 16,195 $ 13,835 $ 6,345 $ 7,731 Total Nonperforming Assets $ 14,876 $ 16,195 $ 13,835 $ 6,364 $ 7,731 Loans modified in troubled debt restructurings $ 5,559 $ 3,862 $ 4,105 $ 4,597 $ 5,520 TDRs included in Nonaccrual Loans $ 3,455 $ 1,962 $ 2,366 $ 2,673 $ 2,997 Percentage of Nonperforming Loans to Total Loans 0.62 % 0.69 % 0.67 % 0.35 % 0.45 % Percentage of Nonperforming Assets to Total Assets 0.36 % 0.39 % 0.45 % 0.26 % 0.33 % Loans Delinquent 30-89 days $ 9,605 $ 8,891 $ 9,297 $ 11,893 $ 8,877 Percentage of Loans Delinquent 30-89 days to Total Loans 0.40 % 0.38 % 0.45 % 0.66 % 0.51 % The Company has forgone interest income of approximately $548 thousand from nonaccrual loans as of December 31, 2022 that would have been earned, over the life of the loans, if all loans had performed in accordance with their original terms.
Biggest changeFarmers typically obtains an external appraisal to validate its internal collateral valuation as soon as is practical and adjusts the associated loss reserve, if necessary. 39 The following table summarizes the Company’s nonperforming loans and nonperforming assets for the years ending 2019 through 2023: Nonperforming Assets December 31, 2023 2022 2021 2020 2019 Nonaccrual loans: Commercial Real Estate $ 5,852 $ 4,057 $ 3,004 $ 389 $ 108 Commercial 1,802 3,840 7,190 3,789 1,169 Residential Real Estate 3,807 3,438 4,280 5,783 2,801 Consumer 461 494 682 864 858 Agricultural 2,486 2,482 314 680 542 Total Nonaccrual Loans $ 14,408 $ 14,311 $ 15,470 $ 11,505 $ 5,478 Loans Past Due 90 Days or More 655 492 725 2,330 867 Total Nonperforming Loans $ 15,063 $ 14,803 $ 16,195 $ 13,835 $ 6,345 Repossessed assets 166 73 0 0 0 Total Nonperforming Assets $ 15,229 $ 14,876 $ 16,195 $ 13,835 $ 6,345 Percentage of Nonperforming Loans to Total Loans 0.47 % 0.62 % 0.69 % 0.67 % 0.35 % Percentage of Nonperforming Assets to Total Assets 0.30 % 0.36 % 0.39 % 0.45 % 0.26 % Loans Delinquent 30-89 days $ 16,705 $ 9,605 $ 8,891 $ 9,297 $ 11,893 Percentage of Loans Delinquent 30-89 days to Total Loans 0.52 % 0.40 % 0.38 % 0.45 % 0.66 % Percentage of Nonaccrual Loans to Total Loans 0.45 % 0.60 % 0.66 % 0.55 % 0.30 % Percentage of Allowance for Credit Losses to Nonaccrual Loans 239.03 % 188.51 % 189.94 % 192.49 % 264.41 % The following table summarizes the Company’s allocation of the allowance for credit losses for under CECL for 2023, 2022 and 2021 and the allowance for loan losses for prior years: December 31, 2023 2022 2021 2020 2019 Loans to Loans to Loans to Loans to Loans to Amount Total Loans Amount Total Loans Amount Total Loans Amount Total Loans Amount Total Loans Commercial Real Estate $ 18,150 48.1 % $ 14,840 50.5 % $ 15,879 51.0 % $ 10,775 43.1 % $ 6,127 43.6 % Commercial 5,086 12.6 4,186 14.6 4,949 15.7 5,022 21.6 2,443 16.9 Residential Real Estate 6,917 30.8 4,374 25.3 4,870 24.9 3,684 25.2 3,032 27.6 Consumer 4,287 8.5 3,578 9.6 3,688 8.4 2,663 10.0 2,885 11.9 $ 34,440 100.0 % $ 26,978 100.0 % $ 29,386 100.0 % $ 22,144 100.0 % $ 14,487 100.0 % The allowance allocated to each of the four loan categories should not be interpreted as an indication that charge-offs in 2023 occurred in the same proportions or that the allocation indicates future charge-off trends.
The following, which is not intended to be an all-encompassing list, summarizes several factors that could cause the Company’s actual results to differ materially from those anticipated or expected in any forward-looking statement: • general economic conditions in markets where the Company conducts business, which could materially impact credit quality trends; • the length and extent of the economic impacts of the COVID-19 pandemic; • the length and extent of the economic impacts of the ongoing conflict in Ukraine; • actions by the Federal Reserve Board, U.S.
The following, which is not intended to be an all-encompassing list, summarizes several factors that could cause the Company’s actual results to differ materially from those anticipated or expected in any forward-looking statement: • general economic conditions in markets where the Company conducts business, which could materially impact credit quality trends; • the length and extent of the continued economic impacts of the COVID-19 pandemic; • the length and extent of the economic impacts of the ongoing conflict in Ukraine; • actions by the Federal Reserve Board, U.S.
Investments in liquid assets maintained by the Company and the Bank are based upon management’s assessment of (1) the need for funds, (2) expected deposit flows, (3) yields available on short-term liquid assets, and (4) objectives of the asset and liability management program. The Bank’s Asset/Liability Committee (ALCO) is responsible for monitoring liquidity guidelines, policies and procedures.
Investments in liquid assets maintained by the Company and the Bank are based upon management’s assessment of (1) the need for funds, (2) expected deposit flows, (3) yields available on short-term liquid assets, and (4) objectives of the asset and liability management program. 44 The Bank’s Asset/Liability Committee (ALCO) is responsible for monitoring liquidity guidelines, policies and procedures.
Management finalized the fair values of acquired assets and assumed liabilities within this 12-month period and management currently considers such values to be the Day 1 Fair Values for the acquisition transactions. In particular, the valuation of acquired loans involves significant estimates, assumptions and judgment 47 based on information available as of the acquisition date.
Management finalized the fair values of acquired assets and assumed liabilities within this 12-month period and management currently considers such values to be the Day 1 Fair Values for the acquisition transactions. In particular, the valuation of acquired loans involves significant estimates, assumptions and judgment based on information available as of the acquisition date.
Treasury and other government agencies, including those that impact money supply, market interest rates and inflation; • disruptions in the mortgage and lending markets and significant or unexpected fluctuations in interest rates related to governmental responses to inflation, including financial stimulus packages and interest rate changes; • general business conditions in the banking industry; • the regulatory environment; • general fluctuations in interest rates; • demand for loans in the market areas where the Company conducts business; • rapidly changing technology and evolving banking industry standards; • competitive factors, including increased competition with regional and national financial institutions; 30 • Farmers' ability to attract, recruit and retain skilled employees; and • new service and product offerings by competitors and price pressures.
Treasury and other government agencies, including those that impact money supply, market interest rates and inflation; • disruptions in the mortgage and lending markets and significant or unexpected fluctuations in interest rates related to governmental responses to inflation, including financial stimulus packages and interest rate changes; • general business conditions in the banking industry; • the regulatory environment; • general fluctuations in interest rates; • demand for loans in the market areas where the Company conducts business; • rapidly changing technology and evolving banking industry standards; • competitive factors, including increased competition with regional and national financial institutions; 29 • Farmers' ability to attract, recruit and retain skilled employees; and • new service and product offerings by competitors and price pressures.
These policies relate to determining the adequacy of the allowance for credit 46 losses, if there is any impairment of goodwill and other intangibles, and estimating the fair value of assets acquired and liabilities assumed in connection with any merger activity.
These policies relate to determining the adequacy of the allowance for credit losses, if there is any impairment of goodwill and other intangibles, and estimating the fair value of assets acquired and liabilities assumed in connection with any merger activity.
The allowance allocated to the one-to-four family real estate loan category and the consumer loan category is based upon the Company’s allowance methodology for homogeneous loans, and increases and decreases in the balances of those 41 portfolios.
The allowance allocated to the one-to-four family real estate loan category and the consumer loan category is based upon the Company’s allowance methodology for homogeneous loans, and increases and decreases in the balances of those portfolios.
Interest expense related to interest-bearing deposits was $13.1 million in 2022 compared to $6.8 million in 2021. 31 Interest expense on short-term borrowings increased from $11 thousand in 2021 to $1.4 million in 2022.
Interest expense related to interest-bearing deposits was $13.1 million in 2022 compared to $6.8 million in 2021. Interest expense on short-term borrowings increased from $11 thousand in 2021 to $1.4 million in 2022.
A model of risk characteristics, such as loss history and delinquency experience, trends in past due and non-performing loans, as well as existing economic conditions and supportable forecasts used to determine credit loss assumptions. The Company uses two methodologies to analyze loan pools. The cohort method (“cohort”) and the probability of default/loss given default (“PD/LGD”).
A model of risk characteristics, such as loss history and delinquency experience, trends in past due and non-performing loans, as well as existing economic conditions and supportable forecasts are used to determine credit loss assumptions. 38 The Company uses two methodologies to analyze loan pools. The cohort method (“cohort”) and the probability of default/loss given default (“PD/LGD”).
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations. The following presents a discussion and analysis of Farmers’ financial condition and results of operations by its management. The review highlights the principal factors affecting earnings and the significant changes in balance sheet items for the years 2022, 2021 and 2020.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations. The following presents a discussion and analysis of Farmers’ financial condition and results of operations by its management. The review highlights the principal factors affecting earnings and the significant changes in balance sheet items for the years 2023, 2022 and 2021.
At December 31, 2022, under the minimum capital requirements associated with the Basel Committee on capital and liquidity regulation (Basel III), Farmers Bank and Farmers are required to have actual and minimum capital ratios, which are detailed in Note 16 of the Consolidated Financial Statements.
At December 31, 2023, under the minimum capital requirements associated with the Basel Committee on capital and liquidity regulation (Basel III), Farmers Bank and Farmers are required to have actual and minimum capital ratios, which are detailed in Note 16 of the Consolidated Financial Statements.
Farmers Bank and Farmers had capital ratios above the minimum levels at December 31, 2022 and 2021. At year-end 2022 and 2021, the most recent regulatory notifications categorized Farmers Bank as well capitalized under the regulatory framework for prompt corrective action.
Farmers Bank and Farmers had capital ratios above the minimum levels at December 31, 2023 and 2022. At year-end 2023 and 2022, the most recent regulatory notifications categorized Farmers Bank as well capitalized under the regulatory framework for prompt corrective action.
The Company invests in these funds, consisting of low-income housing tax credit investments and SBIC funds, in efforts to comply with Community Reinvestment Act regulations. The commitments have no predetermined due dates but are expected to be funded sporadically over the next ten years.
The Company invests in these funds, consisting of affordable housing tax credit investments and SBIC funds, in efforts to comply with Community Reinvestment Act regulations. The commitments have no predetermined due dates but are expected to be funded sporadically over the next ten years.
No gain was recorded in 2021. Other operating income increased to $4.0 million for the year ended December 31, 2022 from $2.3 million for the year ended December 31, 2021. This increase was due to the addition of Cortland and higher SBIC/SBA fund income in 2022 compared to 2021.
Other operating income increased to $4.0 million for the year ended December 31, 2022 from $2.3 million for the year ended December 31, 2021. This increase was due to the addition of Cortland and higher SBIC/SBA fund income in 2022 compared to 2021.
Recent Accounting Pronouncements and Developments Note 1 to the consolidated financial statements discusses new accounting policies adopted by Farmers during 2022 and 2021 and the expected impact of accounting policies recently issued or proposed but not yet required to be adopted.
Recent Accounting Pronouncements and Developments 47 Note 1 to the consolidated financial statements discusses new accounting policies adopted by Farmers during 2023 and 2022 and the expected impact of accounting policies recently issued or proposed but not yet required to be adopted.
The provision for credit losses charged to operating expense is based on management’s judgment after taking into consideration all factors connected with the collectability of the existing loan portfolio. Management evaluates the loan portfolio in light of economic conditions, changes in the nature and volume of the loan portfolio, industry standards and other relevant reasonable and supportable forecasts.
The provision for credit losses is based on management’s judgment after taking into consideration all factors connected with the collectability of the existing loan portfolio. Management evaluates the loan portfolio in light of economic conditions, changes in the nature and volume of the loan portfolio, industry standards and other relevant reasonable and supportable forecasts.
This increase was primarily due to the increased cost of some of the long term borrowings that are tied to variable rates and which increased in 2022.
This increase was primarily due to the increased cost of some of the long term borrowings that are tied to variable rates and which continued to increase in 2023.
The Bank monitors and controls concentrations within a particular industry or segment of the economy. These loans are made for purposes such as equipment purchases, capital and leasehold improvements, the purchase of inventory, general working capital and small business lines of credit. Agricultural loans increased from $232.3 million in 2021 to $247.2 million in 2022, an increase of $14.9 million.
The Bank monitors and controls concentrations within a particular industry or segment of the economy. These loans are made for purposes such as equipment purchases, capital and leasehold improvements, the purchase of inventory, general working capital and small business lines of credit. Agricultural loans increased from $247.2 million in 2022 to $261.8 million in 2023, an increase of $14.6 million.
The increase was due to an $11.8 million increase in income before income taxes. Income taxes are computed using the appropriate effective tax rates for each period. The effective tax rates are less than the statutory tax rate primarily due to nontaxable interest and dividend income. The effective income tax rate was 16.5% for 2021 and 16.7% for 2020.
The increase was due to a $10.7 million increase in income before income taxes. Income taxes are computed using the appropriate effective tax rates for each period. The effective tax rates are less than the statutory tax rate primarily due to nontaxable interest and dividend income. The effective income tax rate was 16.8% for 2022 and 16.5% in 2021.
The probability of default (“PD”) portion of PD/LGD is defined by the Company as 90 days past due, placed on non-accrual, becomes a troubled debt restructuring or is partially, or wholly, charged-off. Typically, a one-year time period is used to asses PD. PD can be measured and applied using various risk criteria.
The probability of default (“PD”) portion of PD/LGD is defined by the Company as 90 days past due, placed on non-accrual, or is partially or wholly, charged-off. Typically, a one-year time period is used to asses PD. PD can be measured and applied using various risk criteria. Risk rating is one common way to apply PDs.
The probability of default (“PD”) portion of PD/LGD is defined by the Company as 90 days past due, placed on non-accrual, becomes a troubled debt restructuring or is partially, or wholly, charged-off. Typically, a one-year time period is used to asses PD. PD can be measured and applied using various risk criteria.
The probability of default (“PD”) portion of PD/LGD is defined by the Company as 90 days past due, placed on non-accrual, or is partially or wholly charged-off. Typically, a one-year time period is used to asses PD. PD can be measured and applied using various risk criteria. Risk rating is one common way to apply PDs.
Risk rating is one common way to apply PDs. Loss given default (“LGD”) is to determine the percentage of loss by facility or collateral type. LGD estimates can sometimes be driven, or influenced, by product type, industry or geography. The Company uses PD/LGD primarily for commercial loan portfolios.
Loss given default (“LGD”) is to determine the percentage of loss by facility or collateral type. LGD estimates can sometimes be driven, or influenced, by product type, industry or geography. The Company uses PD/LGD primarily for commercial loan portfolios.
Risk rating is one common way to apply PDs. Loss given default (“LGD”) is to determine the percentage of loss by facility or collateral type. LGD estimates can sometimes be driven, or influenced, by product type, industry or geography. The Company uses PD/LGD primarily for commercial loan portfolios.
Loss given default (“LGD”) is to determine the percentage of loss by facility or collateral type. LGD estimates can sometimes be driven, or influenced, by product type, industry or geography. The Company uses PD/LGD primarily for commercial loan portfolios.
For the consumer loan category, which represents approximately 9.6% of total loans and in 2022, the gross charge-offs accounted for 26.3% of the losses of the entire loan portfolio. There were no loans other than those identified above, that management has known information about possible credit problems of borrowers and their ability to comply with the loan repayment terms.
For the consumer loan category, which represents approximately 8.5% of total loans and in 2023, the gross charge-offs accounted for 31.7% of the losses of the entire loan portfolio. There were no loans other than those identified above, that management has known information about possible credit problems of borrowers and their ability to comply with the loan repayment terms.
Management’s policy is to not engage in derivatives contracts for speculative trading purposes. The Company does utilize interest-rate swaps as a way of helping manage interest rate risk and not as derivatives for trading purposes. See Note 22 within Item 8 of this Annual report on Form 10-K for additional detail.
The Company does utilize interest-rate swaps as a way of helping manage interest rate risk and not as derivatives for trading purposes. See Note 22 within Item 8 of this Annual report on Form 10-K for additional detail.
At December 31, 2022, on a consolidated basis, Farmers had intangibles of $7.0 million subject to amortization and $94.6 million in goodwill, which was not subject to periodic amortization. The Company accounts for acquisitions under Financial Accounting Standards Board (“FASB”) ASC Topic 805, Business Combinations, which requires the use of the acquisition method of accounting.
At December 31, 2023, on a consolidated basis, Farmers had intangibles of $22.8 million subject to amortization and $167.4 million in goodwill, which was not subject to periodic amortization. The Company accounts for acquisitions under Financial Accounting Standards Board (“FASB”) ASC Topic 805, Business Combinations, which requires the use of the acquisition method of accounting.
Farmers originated both fixed rate and adjustable rate mortgages during 2022. Fixed rate terms are offered with terms between to fifteen and 30 years while adjustable rate products are offered with maturities up to thirty years. The Company sells all fixed rate loans that are secondary market eligible.
Fixed rate terms are offered with terms between fifteen and thirty years while adjustable rate products are offered with maturities up to thirty years. The Company sells all fixed rate loans that are secondary market eligible.
To minimize risks associated with changes in the borrower’s future repayment capacity, the Bank generally requires scheduled periodic principal and interest payments on all types 38 of loans and normally requires collateral. Commercial real estate loans increased from $1.01 billion at December 31, 2021 to $1.03 billion at December 31, 2022, an increase of $16.1 million or 1.6%.
To minimize risks associated with changes in the borrower’s future repayment capacity, the Bank generally requires scheduled periodic principal and interest payments on all types of loans and normally requires collateral. Commercial real estate loans increased to $1.33 billion at December 31, 2023 from $1.03 billion at December 31, 2022.
In addition, the Company recognized a gain of $239 thousand in 2021 for the sale of the Company’s credit card portfolio. Debit card fees increased to $5.8 million in 2022 compared to $5.1 million in 2021. The increase was primarily due to the addition of Cortland. The Company recorded an $8.4 million gain related to a legal settlement in 2022.
Debit card fees increased to $5.8 million in 2022 compared to $5.1 million in 2021. The increase was primarily due to the addition of Cortland. The Company recorded an $8.4 million gain related to a legal settlement in 2022. No gain was recorded in 2021.
During 2022 and 2021 the Company used the CECL methodology while the incurred loss methodology was used in prior years: Years Ended December 31, 2022 2021 2020 2019 2018 Balance at Beginning of Year $ 29,386 $ 22,144 $ 14,487 $ 13,592 $ 12,315 Charge-Offs: Commercial Real Estate (300 ) (70 ) (122 ) (45 ) 0 Commercial (2,042 ) (388 ) (412 ) (200 ) (220 ) Residential Real Estate (92 ) (297 ) (172 ) (400 ) (318 ) Consumer (870 ) (912 ) (1,347 ) (1,702 ) (2,318 ) Total Charge-Offs (3,304 ) (1,667 ) (2,053 ) (2,347 ) (2,856 ) Recoveries on Previous Charge-Offs: Commercial Real Estate 3 33 31 4 126 Commercial 75 199 11 13 190 Residential Real Estate 89 162 85 58 148 Consumer 479 411 483 717 669 Total Recoveries 646 805 610 792 1,133 Net Charge-Offs (2,658 ) (862 ) (1,443 ) (1,555 ) (1,723 ) Impact of CECL adoption 0 2,160 0 0 0 Provision For Credit Losses and Day One Purchase entry 250 5,944 9,100 2,450 3,000 Balance at End of Year $ 26,978 $ 29,386 $ 22,144 $ 14,487 $ 13,592 Ratio of Net Charge-offs to Average Loans Outstanding 0.11 % 0.04 % 0.07 % 0.09 % 0.10 % Allowance for Credit Losses/Total Loans 1.12 1.26 1.07 0.80 0.78 Provisions charged to operations, which includes the provision for unfunded commitments, amounted to $1.1 million in 2022, compared to $4.9 million in 2021, a decrease of $3.8 million.
During 2023, 2022 and 2021 the Company used the CECL methodology while the incurred loss methodology was used in prior years: Years Ended December 31, 2023 2022 2021 2020 2019 Balance at Beginning of Year $ 26,978 $ 29,386 $ 22,144 $ 14,487 $ 13,592 Charge-Offs: Commercial Real Estate (349 ) (300 ) (70 ) (122 ) (45 ) Commercial (1,272 ) (2,042 ) (388 ) (412 ) (200 ) Residential Real Estate (384 ) (92 ) (297 ) (172 ) (400 ) Consumer (932 ) (870 ) (912 ) (1,347 ) (1,702 ) Total Charge-Offs (2,937 ) (3,304 ) (1,667 ) (2,053 ) (2,347 ) Recoveries on Previous Charge-Offs: Commercial Real Estate 1 3 33 31 4 Commercial 103 75 199 11 13 Residential Real Estate 81 89 162 85 58 Consumer 496 479 411 483 717 Total Recoveries 681 646 805 610 792 Net Charge-Offs (2,256 ) (2,658 ) (862 ) (1,443 ) (1,555 ) Impact of CECL adoption 0 0 2,160 0 0 Provision For Credit Losses and Day One Purchase entry 9,718 250 5,944 9,100 2,450 Balance at End of Year $ 34,440 $ 26,978 $ 29,386 $ 22,144 $ 14,487 Ratio of Net Commercial Real Estate Charge-offs To Average Loans Outstanding 0.01 % 0.01 % 0.00 % 0.00 % 0.00 % Ratio of Net Commercial Charge-offs To Average Loans Outstanding 0.04 % 0.08 % 0.01 % 0.02 % 0.01 % Ratio of Net Residential Real Estate Charge-offs To Average Loans Outstanding 0.01 % 0.00 % 0.01 % 0.00 % 0.02 % Ratio of Net Consumer Charge-offs To Average Loans Outstanding 0.01 % 0.02 % 0.02 % 0.04 % 0.06 % Allowance for Credit Losses/Total Loans 1.08 1.12 1.26 1.07 0.80 The provision for credit losses, which includes the provision for unfunded commitments, and the day one purchase entry for the Emclaire loans amounted to $9.2 million in 2023, compared to $1.1 million in 2022.
Nonperforming loans to total loans decreased from 0.69% at December 31, 2021 to 0.62% at December 31, 2022.
Nonperforming loans to total loans decreased from 0.62% at December 31, 2022 to 0.47% at December 31, 2023.
These balances generally have a lower yield than loans, which, in turn, negatively impacts the net interest margin. Total interest income increased from $116.5 million in 2021 to $142.1 million for the year ended December 31, 2022.
In addition, the balance of securities available for sale as a percentage of interest earning assets is higher in 2022 than in 2021. These balances generally have a lower yield than loans, which, in turn, negatively impacts the net interest margin. Total interest income increased from $116.5 million in 2021 to $142.1 million for the year ended December 31, 2022.
Net charge-offs for the year ended December 31, 2022 were $2.7 million, $1.8 million, or 208.3% more than net charge-offs for the year ended December 31, 2021. The allowance for credit losses to total loans decreased to 1.12% at December 31, 2022 compared to 1.26% at December 31, 2021.
Net charge-offs for the year ended December 31, 2023, were $2.3 million, compared to $2.7 million for the year ended December 31, 2022. The allowance for credit losses to total loans decreased to 1.08% at December 31, 2023, compared to 1.12% at December 31, 2022.
The increase was due to the higher level of facilities maintenance associated with the additional Cortland properties. Professional fees increased to $6.1 million in 2022 from $4.2 million in 2021. The increase was due to Cortland and a higher level of consulting expense in 2022. Merger related costs decreased to $4.1 million in 2022 compared to $7.1 million in 2021.
The increase was due to the higher level of facilities maintenance associated with the additional Cortland properties. Professional fees increased to $6.1 million in 2022 from $4.2 million in 2021.
Those characteristics include, but aren’t limited to, internal or external credit score, risk ratings, financial asset, loan type, collateral type, size, effective interest rate, term, or geographical location. The Company uses cohort primarily for consumer loan portfolios.
The Company aggregates financial assets on the basis of similar risk characteristics when evaluating loans on a collective basis. Those characteristics include, but are not limited to, internal or external credit score, risk ratings, financial asset, loan type, collateral type, size, effective interest rate, term, or geographical location. The Company uses cohort primarily for consumer loan portfolios.
Commercial loans at December 31, 2022 decreased 5.8% from year-end 2021 with outstanding balances of $294.4 million. The Bank’s commercial loans are granted to customers within the immediate trade area of the Bank. The mix is diverse, covering a wide range of borrowers, business types and local municipalities.
Commercial loans at December 31, 2022, were $294.4 million compared to $347.8 million at December 31, 2023 with the increase due to the Emclaire acquisition. The Bank’s commercial loans are granted to customers within the immediate trade area of the Bank. The mix is diverse, covering a wide range of borrowers, business types and local municipalities.
Average balances and average rates paid on deposits are as follows: Years Ended December 31 2022 2021 2020 Amount Rate Amount Rate Amount Rate Noninterest-bearing demand $ 959,294 0.00 % $ 714,978 0.00 % $ 546,177 0.00 % Interest-bearing demand 1,392,058 0.54 % 1,240,014 0.19 % 856,462 0.49 % Money market 389,036 0.14 % 246,900 0.24 % 213,455 0.46 % Savings 457,382 0.02 % 322,279 0.04 % 248,566 0.04 % Brokered time deposits 56,965 2.18 % 11,737 0.64 % 72,472 1.46 % Certificates of deposit 360,687 0.84 % 393,039 0.93 % 480,302 1.68 % Total $ 3,615,422 0.64 % $ 2,928,947 0.34 % $ 2,417,434 0.69 % The following table sets forth the maturities of retail certificates of deposit having principal amounts $250 thousand or greater at December 31, 2022 (in thousands): Retail certificates of deposit maturing in quarter ending: March 31, 2023 $ 37,942 June 30, 2023 32,287 September 30, 2023 7,227 December 31, 2023 36,243 After December 31, 2023 21,967 Total retail certificates of deposit with balances $250,000 or greater $ 135,666 Uninsured deposits for bank and savings and loan registrants are U.S. federally insured depository institutions as the portion of deposit accounts in U.S. offices that exceed the FDIC insurance limit or similar state deposit insurance regimes and amounts in any other uninsured investment or deposit account that are classified as deposits and not subject to any federal or state deposit insurance regimes.
Average balances and average rates paid on deposits are as follows: Years Ended December 31 2023 2022 2021 Amount Rate Amount Rate Amount Rate Noninterest-bearing demand $ 1,065,389 0.00 % $ 959,294 0.00 % $ 714,978 0.00 % Interest-bearing demand 1,415,425 1.95 % 1,392,058 0.54 % 1,240,014 0.19 % Money market 602,445 1.62 % 389,036 0.14 % 246,900 0.24 % Savings 511,116 0.03 % 457,382 0.02 % 322,279 0.04 % Brokered time deposits 132,895 4.67 % 56,965 2.18 % 11,737 0.64 % Certificates of deposit 654,717 2.97 % 360,687 0.84 % 393,039 0.93 % Total $ 4,381,987 1.44 % $ 3,615,422 0.64 % $ 2,928,947 0.34 % The following table sets forth the maturities of retail certificates of deposit having principal amounts $250 thousand or greater at December 31, 2023 (in thousands): Retail certificates of deposit maturing in quarter ending: March 31, 2024 $ 113,393 June 30, 2024 95,571 September 30, 2024 11,771 December 31, 2024 27,224 After December 31, 2024 10,199 Total retail certificates of deposit with balances $250,000 or greater $ 258,158 Uninsured deposits for bank and savings and loan registrants are U.S. federally insured depository institutions as the portion of deposit accounts in U.S. offices that exceed the FDIC insurance limit or similar state deposit insurance regimes and amounts in any other uninsured investment or deposit account that are classified as deposits and not subject to any federal or state deposit insurance regimes.
The Company recognized net interest income of $124.2 million for the year ended December 31, 2022, compared to $108.0 million for the year ended December 31, 2021. The tax-equivalent net interest margin declined to 3.18% for 2022 compared to 3.45% for the year ended December 31, 2021.
Net Interest Income The Company recognized net interest income of $137.8 million for the twelve months ended December 31, 2023, compared to $124.2 million for the twelve months ended December 31, 2022. The tax-equivalent net interest margin declined from 3.18% for 2022 to 2.91% for the year ended December 31, 2023.
Loan Portfolio Maturities and Sensitivities of Loans to Interest Rates The following schedule shows the composition of loans and the percentage of loans in each category at the dates indicated. Balances include unamortized loan origination fees and costs.
Refer to Note 18 to the consolidated financial statements for additional information regarding the effective tax rate. Loan Portfolio Maturities and Sensitivities of Loans to Interest Rates The following schedule shows the composition of loans and the percentage of loans in each category at the dates indicated. Balances include unamortized loan origination fees and costs.
Net income contributed $60.6 million and was offset by the dividends paid on common stock during 2022. Contractual Obligations, Commitments, Contingent Liabilities and Off-Balance Sheet Arrangements The following table presents, as of December 31, 2022, the Company’s significant fixed and determinable contractual obligations by payment date.
This was partially offset by dividends paid on common stock of $25.6 million and changes in treasury stock balances of $11.7 million. Contractual Obligations, Commitments, Contingent Liabilities and Off-Balance Sheet Arrangements The following table presents, as of December 31, 2023, the Company’s significant fixed and determinable contractual obligations by payment date.
Cohort relies on the creation of cohorts to capture loans that qualify for a particular segment, as of a point in time. Those loans are then tracked over their remaining lives to determine their loss experience. The Company aggregates financial assets on the basis of similar risk characteristics when evaluating loans on a collective basis.
The cohort method and the PD/LGD. Cohort relies on the creation of cohorts to capture loans that qualify for a particular segment, as of a point in time. Those loans are then tracked over their remaining lives to determine their loss experience.
The commercial loan category, which represents 14.6% of the total loan portfolio, management relies on the Bank’s internal loan review procedures and allocates accordingly based on loan classifications. The gross charge-offs in the commercial loan portfolio, was $2.0 million for 2022.
For the commercial loan category, which represents 12.6% of the total loan portfolio, management relies on the Bank’s internal loan review procedures and allocates accordingly based on loan classifications. The gross charge-offs in the commercial loan portfolio, were $1.3 million for 2023, which represented approximately 43.3% of the losses for the entire loan portfolio.
Noninterest Income The Company's total noninterest income increased to $44.2 million for the year ended December 31, 2022 compared to $38.2 million for the year ended December 31, 2021. Major categories of noninterest income are discussed below. Service charges on deposit accounts increased to $4.7 million in 2022 from $3.7 million for the year ended December 31, 2021.
Major categories of noninterest income are discussed below. Service charges on deposit accounts increased to $4.7 million in 2022 from $3.7 million for the year ended December 31, 2021. The increase was due to acquisition of Cortland and an increased level of overdraft fee income.
The Company elected to restructure a portion of its investment portfolio in 2022 that resulted in the loss. 34 The net gains on the sale of loans declined by $6.2 million in 2022 to $2.1 million from $8.3 million in 2021. The decline was due to a decline in margins as well as the volume of loans sold.
The net gains on the sale of loans declined by $6.2 million in 2022 to $2.1 million from $8.3 million in 2021. The decline was due to a decline in margins as well as the volume of loans sold. In addition, the Company recognized a gain of $239 thousand in 2021 for the sale of the Company’s credit card portfolio.
Treasury securities $ 52,280 $ 61,662 U.S. government sponsored enterprise debt securities 75,816 29,169 Mortgage-backed securities - residential and collateralized mortgage obligations 602,496 668,571 Small Business Administration 3,474 5,430 Obligations of states and political subdivisions 530,080 658,815 Corporate bonds 3,879 4,030 Equity securities 196 228 Other investments measured at net asset value 15,048 14,721 Total securities $ 1,283,269 $ 1,442,626 42 A summary of debt securities held at December 31, 2022 classified according to maturity and including weighted average yield for each range of maturities is set forth below: Type and Maturity Grouping December 31, 2022 Fair Value Weighted Average Yield (1) U.S.
Treasury securities $ 53,210 $ 52,280 U.S. government sponsored enterprise debt securities 74,745 75,816 Mortgage-backed securities - residential and collateralized mortgage obligations 594,385 602,496 Small Business Administration 2,917 3,474 Obligations of states and political subdivisions 556,169 530,080 Corporate bonds 18,275 3,879 Debt securities available for sale $ 1,299,701 $ 1,268,025 Other investments 15,114 15,244 Total securities $ 1,314,815 $ 1,283,269 41 A summary of debt securities held at December 31, 2023 classified according to maturity and including weighted average yield for each range of maturities is set forth below: December 31, 2023 Type and Maturity Grouping Fair Value Weighted Average Yield U.S.
The increase was due to acquisition of Cortland and an increased level of overdraft fee income. Bank owned life insurance income increased to $1.8 million for the year ended December 31, 2022 from $1.3 million for the year ended December 31, 2021.
Bank owned life insurance income increased to $1.8 million for the year ended December 31, 2022 from $1.3 million for the year ended December 31, 2021. This increase was due to the addition of Cortland as well as proceeds from death benefits of $184,000 received from the policies.
Average Balance Sheets and Related Yields and Rates (Table Dollar Amounts in Thousands except Per Share Data) 32 Years ended December 31, 2022 2021 2020 AVERAGE AVERAGE AVERAGE BALANCE INTEREST RATE BALANCE INTEREST RATE BALANCE INTEREST RATE EARNING ASSETS Loans (1) (3) $ 2,358,724 $ 108,100 4.58 % $ 2,041,347 $ 95,180 4.66 % $ 2,062,936 $ 98,779 4.79 % Taxable securities (2) 1,081,966 20,843 1.93 617,475 11,399 1.85 209,817 5,423 2.58 Tax-exempt securities (2) (3) 465,855 14,952 3.21 348,627 12,027 3.45 250,394 9,675 3.86 Other investments 33,153 871 2.63 21,912 498 2.27 16,073 543 3.38 Federal funds sold and other cash 76,253 684 0.90 180,718 200 0.11 124,447 298 0.24 Total earning assets 4,015,951 145,450 3.62 3,210,079 119,304 3.72 2,663,667 114,718 4.31 NONEARNING ASSETS Cash and due from banks 27,360 23,204 35,647 Premises and equipment 38,278 28,227 25,563 Allowance for Loan Losses (27,739 ) (25,187 ) (17,454 ) Unrealized gains on securities (170,617 ) 19,589 20,067 Other assets 261,475 149,972 141,904 Total Assets $ 4,144,708 $ 3,405,884 $ 2,869,394 INTEREST-BEARING LIABILITIES Time deposits $ 360,687 $ 3,044 0.84 % $ 393,039 $ 3,652 0.93 % $ 480,302 $ 8,083 1.68 % Brokered time deposits 56,965 1,240 2.18 11,737 75 0.64 72,472 1,057 1.46 Savings deposits 846,418 1,352 0.16 569,179 712 0.13 462,021 1,080 0.23 Demand deposits - interest bearing 1,392,058 7,449 0.54 1,240,014 2,336 0.19 856,462 4,161 0.49 Short term borrowings 55,668 1,408 2.53 3,957 11 0.28 20,764 359 1.73 Long term borrowings 87,972 3,427 3.90 70,057 1,683 2.40 82,451 1,396 1.69 Total Interest-Bearing Liabilities 2,799,768 17,920 0.64 2,287,983 8,469 0.37 1,974,472 16,136 0.82 NONINTEREST-BEARING LIABILITIES AND STOCKHOLDERS' EQUITY Demand deposits - noninterest bearing 959,294 714,978 546,177 Other Liabilities 34,180 23,498 21,570 Stockholders' equity 351,466 379,425 327,175 Total Liabilities and Stockholders' Equity $ 4,144,708 $ 3,405,884 $ 2,869,394 Net interest income and interest rate spread $ 127,530 2.98 % $ 110,835 3.35 % $ 98,582 3.49 % Net interest margin 3.18 % 3.45 % 3.70 % (1) Interest on loans includes fee income of $4.5 million, $10.3 million and $8.3 million for 2022, 2021 and 2020, respectively, and is reduced by amortization of $3.0 million, $2.6 million and $2.7 million for 2022, 2021 and 2020, respectively.
Average Balance Sheets and Related Yields and Rates (Table Dollar Amounts in Thousands except Per Share Data) Years ended December 31, 2023 2022 2021 AVERAGE AVERAGE AVERAGE BALANCE INTEREST RATE BALANCE INTEREST RATE BALANCE INTEREST RATE EARNING ASSETS Loans (1) (2) $ 3,155,858 $ 172,161 5.46 % $ 2,358,724 $ 108,100 4.58 % $ 2,041,347 $ 95,180 4.66 % Taxable securities 1,143,547 26,231 2.29 1,081,966 20,843 1.93 617,475 11,399 1.85 Tax-exempt securities (1) 419,557 13,283 3.17 465,855 14,952 3.21 348,627 12,027 3.45 Other investments 39,559 1,986 5.02 33,153 871 2.63 21,912 498 2.27 Federal funds sold and other cash 74,950 2,476 3.30 76,253 684 0.90 180,718 200 0.11 Total earning assets 4,833,471 216,137 4.47 4,015,951 145,450 3.62 3,210,079 119,304 3.72 NONEARNING ASSETS Noninterest-earning assets 205,683 128,757 195,805 195,805 Total Assets $ 5,039,154 $ 4,144,708 $ 3,405,884 INTEREST-BEARING LIABILITIES Time deposits $ 654,717 $ 19,462 2.97 % $ 360,687 $ 3,044 0.84 % $ 393,039 $ 3,652 0.93 % Brokered time deposits 132,895 6,204 4.67 56,965 1,240 2.18 11,737 75 0.64 Savings deposits 1,113,561 9,899 0.89 846,418 1,352 0.16 569,179 712 0.13 Demand deposits - interest bearing 1,415,425 27,541 1.95 1,392,058 7,449 0.54 1,240,014 2,336 0.19 Short term borrowings 160,964 8,357 5.19 55,668 1,408 2.53 3,957 11 0.28 Long term borrowings 88,439 4,086 4.62 87,972 3,427 3.90 70,057 1,683 2.40 Total Interest-Bearing Liabilities 3,566,001 75,549 2.12 2,799,768 17,920 0.64 2,287,983 8,469 0.37 NONINTEREST-BEARING LIABILITIES AND STOCKHOLDERS' EQUITY Demand deposits - noninterest bearing 1,065,389 959,294 714,978 Other Liabilities 50,302 34,180 23,498 Stockholders' equity 357,462 351,466 379,425 Total Liabilities and Stockholders' Equity $ 5,039,154 $ 4,144,708 $ 3,405,884 Net interest income and interest rate spread $ 140,588 2.35 % $ 127,530 2.98 % $ 110,835 3.35 % Net interest margin 2.91 % 3.18 % 3.45 % (1) Interest on certain tax-exempt loans and tax-exempt securities in 2023, 2022 and 2021 is not taxable for Federal income tax purposes.
Results of Operations Comparison of Operating Results for the Years Ended December 31, 2022 and 2021. The Company reported net income of $60.6 million for the year ended December 31, 2022, compared to $51.8 million for the year ended December 31, 2021. The Company reported $1.79 per diluted common share in 2022 compared $1.77 per diluted common share in 2021.
Results of Operations Comparison of Operating Results for the Years Ended December 31, 2023 and 2022. The Company recorded net income of $49.9 million for the year ended December 31, 2023, compared to $60.6 million for the year ended December 31, 2022.
The product mix in the loan portfolio includes commercial real estate loans 42.6%, commercial loans comprising 12.2%, residential real estate loans 25.3%, consumer loans 9.5% and agricultural loans 10.3% at December 31, 2022, compared with 43.3%, 13.4%, 24.9%, 8.4% and 10.0%, respectively, at December 31, 2021.
The product mix in the loan portfolio includes commercial real estate loans 41.6%, commercial loans comprising 10.9%, residential real estate loans 30.8%, consumer loans 8.4% and agricultural loans 8.2% at December 31, 2023, compared with 42.6%, 12.2%, 25.3%, 9.5% and 10.3%, respectively, at December 31, 2022. 36 Management recognizes that while the loan portfolio holds some of the Bank’s’ highest yielding assets, it is inherently the most risky portfolio.
The margin declined due to a lower level of PPP interest income and fees in 2022 compared to 2021 and increased funding costs associated with the Federal Reserve's aggressive rate increases in 2022. In addition, the balance of securities available for sale as a percentage of interest earning assets is higher in 2022 than in 2021.
The tax-equivalent net interest margin declined to 3.18% for 2022 compared to 3.45% for the year ended December 31, 2021. The margin declined due to a lower level of PPP interest income and fees in 2022 compared to 2021 and increased funding costs associated with the Federal Reserve's aggressive rate increases in 2022.
Deposits in amounts in excess of the FDIC insurance limit were $1.31 billion at December 31, 2022. 44 Short-Term Borrowings Total short-term borrowings increased from zero at December 31, 2021 to $95.0 million at December 31, 2022. The borrowings helped to offset the runoff in noninterest bearing and interest bearing demand deposits, excluding brokered time deposits.
Deposits in amounts in excess of the FDIC insurance limit were $1.37 billion at December 31, 2023. Short-Term Borrowings The Company's short-term borrowings increased from $95.0 million at December 31, 2022, to $355.0 million at December 31, 2023.
The Company’s commercial real estate loan portfolio includes loans for owner occupied and non-owner occupied real estate. These loans are made to finance properties such as office and industrial buildings, hotels and retail shopping centers. Residential real estate mortgage loans increased 4.7% to $607.6 million at December 31, 2022, compared to $580.2 million in 2021.
The acquisition of Emclaire was responsible for approximately $262.2 million of this increase. The Company’s commercial real estate loan portfolio includes loans for owner occupied and non-owner occupied real estate. These loans are made to finance properties such as office and industrial buildings, hotels and retail shopping centers.
RATE AND VOLUME ANALYSIS (Table Dollar Amounts in Thousands except Per Share Data) The following table analyzes by rate and volume the dollar amount of changes in the components of the interest differential: 2022 change from 2021 2021 change from 2020 Net Change Due Change Due Net Change Due Change Due Change To Volume To Rate Change To Volume To Rate Tax Equivalent Interest Income Loans $ 12,920 $ 14,798 $ (1,878 ) $ (3,599 ) $ (1,034 ) $ (2,565 ) Taxable securities 9,444 8,575 869 5,976 10,536 (4,560 ) Tax-exempt securities 2,925 4,044 (1,119 ) 2,352 3,796 (1,444 ) Other investments 373 255 118 (45 ) 197 (242 ) Funds sold and other cash 484 (116 ) 600 (97 ) 135 (232 ) Total interest income $ 26,146 $ 27,556 $ (1,410 ) $ 4,587 $ 13,630 $ (9,043 ) Interest Expense Time deposits $ (608 ) $ (301 ) $ (307 ) $ (4,431 ) $ (1,469 ) $ (2,962 ) Brokered time deposits 1,165 289 876 (982 ) (886 ) (96 ) Savings deposits 640 347 293 (368 ) 250 (618 ) Demand deposits 5,113 286 4,827 (1,825 ) 1,863 (3,688 ) Short term borrowings 1,397 144 1,253 (348 ) (291 ) (57 ) Long term borrowings 1,744 430 1,314 287 (210 ) 497 Total interest expense $ 9,451 $ 1,195 $ 8,256 $ (7,667 ) $ (743 ) $ (6,924 ) Increase (decrease) in tax equivalent net interest income $ 16,695 $ 26,361 $ (9,666 ) $ 12,254 $ 14,373 $ (2,119 ) 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 relative size of the rate and volume changes.
(2) Nonaccrual loans are included in the average balance totals. 31 RATE AND VOLUME ANALYSIS (Table Dollar Amounts in Thousands except Per Share Data) The following table analyzes by rate and volume the dollar amount of changes in the components of the interest differential: 2023 change from 2022 2022 change from 2021 Net Change Due Change Due Net Change Due Change Due Change To Volume To Rate Change To Volume To Rate Tax Equivalent Interest Income Loans $ 64,061 $ 36,533 $ 27,528 $ 12,920 $ 14,798 $ (1,878 ) Taxable securities 5,388 1,186 4,202 9,444 8,575 869 Tax-exempt securities (1,669 ) (1,486 ) (183 ) 2,925 4,044 (1,119 ) Other investments 1,115 168 947 373 255 118 Funds sold and other cash 1,792 (12 ) 1,804 484 (116 ) 600 Total interest income $ 70,687 $ 36,389 $ 34,298 $ 26,146 $ 27,556 $ (1,410 ) Interest Expense Time deposits $ 16,418 $ 2,481 $ 13,937 $ (608 ) $ (301 ) $ (307 ) Brokered time deposits 4,964 1,653 3,311 1,165 289 876 Savings deposits 8,547 427 8,120 640 347 293 Demand deposits 20,092 125 19,967 5,113 286 4,827 Short term borrowings 6,949 2,663 4,286 1,397 144 1,253 Long term borrowings 659 18 641 1,744 430 1,314 Total interest expense $ 57,629 $ 7,367 $ 50,262 $ 9,451 $ 1,195 $ 8,256 Increase (decrease) in tax equivalent net interest income $ 13,058 $ 29,022 $ (15,964 ) $ 16,695 $ 26,361 $ (9,666 ) 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 relative size of the rate and volume changes.
The trust business continued to grow in 2022 even with the uncertain economic environment and volatile markets. The investment commissions declined primarily due to volatile equity markets. Insurance agency commissions increased from $3.5 million in 2021 to $4.4 million in 2022, an increase of 27.4%. This growth was driven by increased business volume along with the acquisition of Champion Insurance.
Trust fees increased to $9.6 million in 2022 from $9.4 million in 2021 while investment commissions decreased from $2.3 million in 2021 to $2.2 million in 2022. The trust business continued to grow in 2022 even with the uncertain economic environment and volatile markets. The investment commissions declined primarily due to volatile equity markets.
The results for 2022 include a full year of income and expense from Cortland compared to ten months in 2021. Net Interest Income The Company’s net interest income represents the difference between the interest income earned on interest-earning assets and the interest expense paid on interest-bearing liabilities.
Net Interest Income The Company’s net interest income represents the difference between the interest income earned on interest-earning assets and the interest expense paid on interest-bearing liabilities. The Company recognized net interest income of $124.2 million for the year ended December 31, 2022, compared to $108.0 million for the year ended December 31, 2021.
The OCC must approve declaration of any dividends in excess of the sum of profits for the current year and retained net profits for the preceding two years (as defined). Farmers and Farmers Bank are required to maintain minimum amounts of capital to total “risk weighted” assets, as defined by the banking regulators.
Capital Resources The Bank, as a national chartered bank, is subject to the dividend restrictions set forth by the OCC. The OCC must approve declaration of any dividends in excess of the sum of profits for the current year and retained net profits for the preceding two years (as defined).
Treasury securities Maturing within one year $ 222 1.71 % Maturing after one year but within five years 287 2.12 % Maturing after five years but within ten years 51,771 1.10 % Total U.S.
Treasury securities Maturing within one year $ 195 2.09 % Maturing after one year but within five years 96 2.18 % Maturing after five years but within ten years 52,919 1.10 % Maturing after ten years 0 0.00 % Total U.S.
The Company’s agricultural loan portfolio contains a diverse mix of dairy, crops, land, poultry and cattle loans. Consumer loans increased from $195.3 million in 2021 to $228.8 million in 2022. Summary of Credit Loss Experience The following is an analysis of the allowance for credit losses for 2022.
The Company’s agricultural loan portfolio contains a diverse mix of dairy, crops, land, poultry and cattle loans. Consumer loans increased from $228.8 million at December 31, 2022, to $267.9 million at December 31, 2023.
Note 14 to the consolidated financial statements discusses in greater detail other commitments and contingencies and the various obligations that exist under those agreements.
Note 14 to the consolidated financial statements discusses in greater detail other commitments and contingencies and the various obligations that exist under those agreements. Examples of these commitments and contingencies include commitments to extend credit and standby letters of credit. Management’s policy is to not engage in derivatives contracts for speculative trading purposes.
Years Ended December 31, 2022 2021 2020 2019 2018 Commercial Real Estate $ 1,026,822 42.6 % $ 1,010,674 43.3 % $ 712,818 34.3 % $ 615,521 34.0 % $ 578,181 33.3 % Commercial 294,406 12.2 312,532 13.4 401,003 19.3 255,458 14.1 244,742 14.1 Residential Real Estate 607,557 25.3 580,242 24.9 523,340 25.2 499,301 27.6 492,133 28.4 Consumer 228,794 9.5 195,343 8.4 208,842 10.0 214,998 11.9 221,795 12.8 Agricultural 247,171 10.3 232,291 10.0 232,041 11.2 226,261 12.4 198,989 11.4 Total Loans $ 2,404,750 100.0 % $ 2,331,082 100.0 % $ 2,078,044 100.0 % $ 1,811,539 100.0 % $ 1,735,840 100.0 % The following schedule sets forth maturities based on remaining scheduled repayments of principal for loans listed above as of December 31, 2022: Types of Loans 1 Year or less 1 to 5 Years 5 to 15 Years Over 15 Years Commercial $ 22,755 $ 147,091 $ 81,616 $ 42,944 Commercial Real Estate $ 57,131 $ 286,471 $ 604,796 $ 78,424 Residential Real Estate $ 6,732 $ 35,409 $ 143,217 $ 422,199 Consumer $ 3,107 $ 89,741 $ 124,831 $ 11,115 Agricultural $ 2,297 $ 32,576 $ 49,370 $ 162,928 The amounts of loans as of December 31, 2022, based on remaining scheduled repayments of principal, are shown in the following table: Loan Sensitivities 1 Year or less Over 1 Year Total Floating or Adjustable Rates of Interest $ 44,200 $ 1,207,563 $ 1,251,763 Fixed Rates of Interest 47,822 1,105,165 1,152,987 Total Loans $ 92,022 $ 2,312,728 $ 2,404,750 Total loans were $2.4 billion at year-end 2022, compared to $2.3 billion at year-end 2021 representing an increase of 3.2%.
Years Ended December 31, 2023 2022 2021 2020 2019 Commercial Real Estate $ 1,334,600 41.6 % $ 1,026,822 42.6 % $ 1,010,674 43.3 % $ 712,818 34.3 % $ 615,521 34.0 % Commercial 347,819 10.9 294,406 12.2 312,532 13.4 401,003 19.3 255,458 14.1 Residential Real Estate 986,032 30.8 607,557 25.3 580,242 24.9 523,340 25.2 499,301 27.6 Consumer 267,875 8.4 228,794 9.5 195,343 8.4 208,842 10.0 214,998 11.9 Agricultural 261,801 8.2 247,171 10.3 232,291 10.0 232,041 11.1 226,261 12.4 Total Loans $ 3,198,127 100.0 % $ 2,404,750 100.0 % $ 2,331,082 100.0 % $ 2,078,044 100.0 % $ 1,811,539 100.0 % The following schedule sets forth maturities based on remaining scheduled repayments of principal for loans listed above as of December 31, 2023: Types of Loans 1 Year or less 1 to 5 Years 5 to 15 Years Over 15 Years Commercial $ 40,494 $ 162,646 $ 92,343 $ 52,336 Commercial Real Estate $ 104,853 $ 416,506 $ 695,711 $ 117,530 Residential Real Estate $ 4,413 $ 53,654 $ 239,594 $ 688,371 Consumer $ 4,030 $ 105,730 $ 125,574 $ 32,541 Agricultural $ 3,204 $ 32,813 $ 54,089 $ 171,695 The amounts of loans as of December 31, 2023, based on remaining scheduled repayments of principal, are shown in the following table: Loan Sensitivities 1 Year or less Over 1 Year Total Floating or Adjustable Rates of Interest $ 74,389 $ 1,455,807 $ 1,530,196 Fixed Rates of Interest 82,605 1,585,326 1,667,931 Total Loans $ 156,994 $ 3,041,133 $ 3,198,127 Total loans were $3.20 billion at year-end 2023, compared to $2.40 billion at year-end 2022, an increase of $793.4 million.
Commitments 12/31/2022 Note Ref. 2023 2024 2025 2026 2027 Thereafter Deposits without maturity $ 2,999,188 Certificates of deposit and brokered time deposits 11 475,826 $ 32,412 $ 25,686 $ 17,214 $ 7,240 $ 4,202 Long-term borrowings 13 0 0 0 0 0 93,000 Leases 9 1,074 905 865 831 821 5,992 There are also $13.1 million of commitments to various partnership investment funds.
Commitments 12/31/2023 Note Ref. 2024 2025 2026 2027 2028 Thereafter Deposits without maturity $ 3,452,104 Certificates of deposit and brokered time deposits 11 656,154 $ 32,302 $ 20,007 $ 5,569 $ 4,302 $ 6,948 Long-term borrowings 13 0 0 0 0 0 93,000 Leases 9 1,175 1,092 975 898 917 5,659 There are also $13.1 million of commitments to various partnership investment funds.
Security gains, including fair value changes on equity securities, decreased by $1.5 million in 2022. The Company recorded a loss on the sale of securities of $454,000 in 2022 compared to a gain of $1.0 million in 2021.
The Company recorded a loss on the sale of securities of $454,000 in 2022 compared to a gain of $1.0 million in 2021. The Company elected to restructure a portion of its investment portfolio in 2022 that resulted in the loss.
The increase was due to Cortland and a higher level of consulting expense in 2021. Merger related costs increased to $7.1 million in 2021 compared to $3.2 million in 2020. This increase was due to the acquisition of Cortland in 2021, which was a larger acquisition than the acquisition of Maple Leaf in 2020.
The increase was due to Cortland and a higher level of consulting expense in 2022. 35 Merger related costs decreased to $4.1 million in 2022 compared to $7.1 million in 2021. This increase was due to the acquisition of Cortland in 2021, while 2022 costs were from the Emclaire acquisition that was completed on January 1, 2023.
Management is actively monitoring certain borrowers’ financial condition and loans which management wants to more closely monitor due to special circumstances. These loans and their potential loss exposure have been considered in management’s analysis of the adequacy of the allowance for credit losses.
Management is actively monitoring certain borrowers’ financial condition and loans which management wants to more closely monitor due to special circumstances.
The reduced provision for the current year was mainly a result of current economic conditions resulting from the improvement in the COVID-19 pandemic. 39 The Company adopted ASU 2016-13 in 2021, to calculate the allowance for credit losses (“ACL”) which requires projecting credit losses over the lifetime of the credits.
The increased figure for the current year was mainly a result of the day one purchase entry associated with the acquisition of Emclaire. The Company adopted ASU 2016-13 in 2021, to calculate the allowance for credit losses (“ACL”) which requires estimating credit losses over the life of the credits.
This increase was due to the acquisition of Cortland in 2021, while 2022 costs were from the Emclaire acquisition that was completed on January 1, 2023. An additional special charitable donation of $6.0 million was made during 2022 compared to no additional donation in 2021. The donation was made possible by the $8.4 million legal settlement income discussed above.
An additional special charitable donation of $6.0 million was made during 2022 compared to no additional donation in 2021. The donation was made possible by the $8.4 million legal settlement income discussed above. Income Taxes Income tax expense increased from $10.3 million for the year ended December 31, 2021 to $12.2 million for the year ended December 31, 2022.
The effective tax rates are less than the statutory tax rate primarily due to nontaxable interest and dividend income. The effective income tax rate was 16.8% for 2022 and 16.5% in 2021. Refer to Note 18 to the consolidated financial statements for additional information regarding the effective tax rate.
The decrease was primarily due to a $14.1 million decrease in income before income taxes. Income taxes are computed using the appropriate effective tax rates for each period. The effective tax rates are less than the statutory tax rate primarily due to nontaxable interest and dividend income. The effective income tax rate was 14.9% in 2023 and 16.8% for 2022.
Both of these categories benefitted from growth as well as the strong performance of the equity markets in 2021. Insurance agency commissions increased to $3.5 million in 2021 from $3.1 million in 2020, an increase of 10.6%. This growth was driven by increased business volume.
Insurance agency commissions increased from $3.5 million in 2021 to $4.4 million in 2022, an increase of 27.4%. This growth was driven by increased business volume along with the acquisition of Champion Insurance. Security gains, including fair value changes on equity securities, decreased by $1.5 million in 2022.
The Company uses short term FHLB advances to manage the ongoing fluctuations with loans and deposits when necessary. Long-Term Borrowings Total long-term borrowings increased $453 thousand to $88.2 million at December 31, 2022, from $87.8 million at December 31, 2021. During 2021, the Company assumed $4.3 million of junior subordinated debt securities in the merger with Cortland.
The Company uses short term borrowings to manage the ongoing fluctuations with loans and deposits, when necessary. 43 Long-Term Borrowings Total long-term borrowings increased $452 thousand from $88.2 million at December 31. 2022, to $88.7 million at December 31, 2023. See Note 13 within Item 8 of this Annual report on Form 10-K for additional detail.
A provision for credit losses is charged to operations based on management’s periodic evaluation of adequacy of the allowance. The provision for credit losses provides for probable losses on loans. The credit loss estimation process involves procedures that consider the unique characteristics of the Company’s loan portfolio segments. These segments are disaggregated into the loan pools for monitoring.
A provision for credit losses is charged to operations based on management’s periodic evaluation of adequacy of the allowance.
Stockholders’ Equity Total stockholders’ equity decreased to $292.3 million at December 31, 2022 from $472.4 million at December 31, 2021. The decrease is mainly due to the decline in accumulated other comprehensive income of $219.8 million between December 31, 2021 and December 31, 2022, due to unrealized losses associated with the investment securities portfolio.
Stockholders’ Equity Total stockholders’ equity increased from $292.3 million at December 31, 2022, to $404.4 million at December 31, 2023. The increase is due to the merger with Emclaire which added $59.2 million to stockholders' equity along with net income of $49.9 million and a decline in the accumulated other comprehensive loss of $37.9 million.
Comparison of Operating Results for the Years Ended December 31, 2021 and 2020. The Company reported net income of $51.8 million for the year ended December 31, 2021, compared to $41.9 million for the year ended December 31, 2020. On a diluted per common share basis, the Company reported $1.77 in 2021 and $1.47 in 2020.
The Company reported $1.79 per diluted common share in 2022 compared $1.77 per diluted common share in 2021. The results for 2022 include a full year of income and expense from Cortland compared to two months in 2021.
Loan Commitments and Lines of Credit In the normal course of business, the Bank has extended various commitments for credit. Commitments for mortgages, revolving lines of credit and letters of credit generally are extended for a period of one month up to one year.
Commitments for mortgages, revolving lines of credit and letters of credit generally are extended for a period of one month up to one year. Normally, no fees are charged on any unused portion, but an annual fee of two percent is charged for the issuance of a letter of credit.
Loans comprised 58.7% of the Bank’s average earning assets in 2022, compared to 64.0% in 2021.
The acquisition of Emclaire accounted for $740.7 million of the increase with organic growth representing the remainder. Loans comprised 65.3% of the Bank’s average earning assets in 2023, compared to 58.7% in 2022.
Interest expense related to interest-bearing deposits was $6.8 million in 2021 compared to $14.4 million in 2020. Interest on short-term borrowings declined to $7 thousand in 2021 compared to $359 thousand in 2020 as the Company paid off these borrowings in 2021. Interest on long-term borrowings increased to $1.7 million in 2021 from $1.4 million in 2020.
Interest expense related to interest-bearing deposits was $63.1 million in 2023 compared to $13.1 million in 2022. 30 Interest expense on short-term borrowings was $8.4 million in 2023 compared to $1.4 million in 2022.
The portfolio had an unrealized loss of $266.5 million in 2022 compared to an unrealized gain of $11.7 million in 2021. For additional information regarding Farmers’ investment securities see Note 3 to the Consolidated Financial Statements. The following table shows the carrying value of investment securities by type of obligation at the dates indicated: December 31, 2022 2021 U.S.
The following table shows the carrying value of investment securities by type of obligation at the dates indicated: December 31, 2023 2022 U.S.
Noninterest Expenses Noninterest expense was $79.2 million for the year ended December 31, 2021, compared to $73.0 million in 2020, which was an increase of $6.2 million, or 8.5%. The increase is primarily due to the merger and merger-related costs. Salaries and employee benefits declined by $433 thousand to $39.4 million in 2021 compared to $39.8 million in 2020.
Merger related costs increased to $5.5 million in 2023 from $4.1 million in 2022. This increase was due to the acquisition of Emclaire at the beginning of 2023. Intangible amortization expense increased by $1.4 million in 2023 to $3.4 million compared to $2.0 million for the year ended December 31, 2022.
As of that date, there were also no other interest-earning assets that are either nonaccrual, past due, restructured or non-performing. Investment Securities The investment securities portfolio decreased $159.7 million in 2022 to $1.3 billion at December 31, 2022 from $1.4 billion at December 31, 2021. This decrease is primarily the result of the changes in fair value.
As of December 31, 2023, there were no concentrations of loans exceeding 10% of total loans that are not disclosed as a category of loans. As of that date, there were also no other interest-earning assets that are either nonaccrual, past due, restructured or non-performing.
The cash surrender value of these policies was $75.0 million at December 31, 2022, compared to $73.9 million at December 31, 2021. The increase was primarily due to positive changes in the fair value of the policies. Deposits Total deposits at December 31, 2022, were $3.6 billion compared to $3.5 billion at December 31, 2021, an increase of $14.5 million.
Deposits Total deposits increased to $4.2 billion at December 31, 2023, compared to $3.6 billion at December 31, 2022, an increase of $615.6 million. Noninterest bearing deposits increased $129.7 million during 2023 to $1.0 billion due to the acquisition of Emclaire which added $219.9 million in balances.
This increase was primarily due to normal additions to furniture and fixtures and right if use assets, related to leases, throughout the year. 43 Bank Owned Life Insurance Farmers owns bank owned life insurance policies on the lives of certain members of management. The purpose of this investment is to help fund the costs of employee benefit plans.
Bank Owned Life Insurance The Company owns bank owned life insurance policies on the lives of certain members of management. The purpose of this investment is to help offset the costs of employee benefit plans. The cash surrender value of these 42 policies increased to $99.5 million at December 31, 2023, compared to $75.0 million at December 31, 2022.