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Fair Value of Assets and Liabilities - Fair Values of Financial Assets and Liabilities on Balance Sheets (Details) - USD ($)
$ in Thousands
Mar. 31, 2023
Dec. 31, 2022
Mar. 31, 2022
Dec. 31, 2021
Assets:        
Carrying Amount $ 694,313 $ 560,453    
Fair Value 624,436 478,509    
Loans and leases, net of deferred fees and costs, carrying amount [1] 4,759,718 4,707,150    
Liabilities:        
Debt securities held to maturity, allowance for credit loss 241 241    
Allowance for credit loss 53,303 53,162 $ 54,768 $ 63,967
Carrying Amount        
Assets:        
Carrying Amount 694,313 560,453    
Federal Home Loan Bank ("FHLB") stock 27,381 26,605    
Federal Reserve Bank ("FRB") stock 21,231 21,231    
Banker's Bank of Kentucky ("BBKY") stock 355 355    
Total other investment securities at cost 48,967 48,191    
Total other investment securities 52,396 51,263    
Carrying Amount | Level 1        
Assets:        
Cash and cash equivalents 157,154 154,022    
Carrying Amount | Level 2        
Assets:        
Bank owned life insurance 105,999 105,292    
Liabilities:        
Deposits 5,788,527 5,716,941    
Short-term borrowings 490,670 500,138    
Long-term borrowings 95,629 101,093    
Carrying Amount | Level 3        
Assets:        
Loans and leases, net of deferred fees and costs, carrying amount 4,759,718 4,707,150    
Fair Value        
Assets:        
Fair Value 624,436 478,509    
Federal Home Loan Bank ("FHLB") stock 27,381 26,605    
Federal Reserve Bank ("FRB") stock 21,231 21,231    
Banker's Bank of Kentucky ("BBKY") stock 355 355    
Total other investment securities at cost 48,967 48,191    
Total other investment securities 52,396 51,263    
Fair Value | Level 1        
Assets:        
Cash and cash equivalents 157,154 154,022    
Fair Value | Level 2        
Assets:        
Bank owned life insurance 105,999 105,292    
Liabilities:        
Deposits 4,924,296 4,682,491    
Short-term borrowings 496,786 504,584    
Long-term borrowings 96,822 101,992    
Fair Value | Level 3        
Assets:        
Loans and leases, net of deferred fees and costs, fair value 4,522,720 4,516,695    
U.S. government sponsored agencies        
Assets:        
Carrying Amount 194,184 132,366    
Fair Value 186,446 123,020    
Liabilities:        
Debt securities held to maturity, allowance for credit loss 0 0    
U.S. government sponsored agencies | Carrying Amount | Level 2        
Assets:        
Carrying Amount 194,184 132,366    
U.S. government sponsored agencies | Fair Value | Level 2        
Assets:        
Fair Value 186,446 123,020    
States and political subdivisions        
Assets:        
Carrying Amount 145,085 145,263    
Fair Value 114,192 108,776    
Liabilities:        
Debt securities held to maturity, allowance for credit loss 241 241    
States and political subdivisions | Level 2        
Assets:        
Carrying Amount 145,085 145,263    
States and political subdivisions | Fair Value | Level 2        
Assets:        
Fair Value 114,192 108,776    
Residential mortgage-backed securities        
Assets:        
Carrying Amount 245,294 176,215    
Fair Value 230,377 157,998    
Liabilities:        
Debt securities held to maturity, allowance for credit loss 0 0    
Residential mortgage-backed securities | Carrying Amount | Level 2        
Assets:        
Carrying Amount 245,294 176,215    
Residential mortgage-backed securities | Fair Value | Level 2        
Assets:        
Fair Value 230,377 157,998    
Commercial mortgage-backed securities        
Assets:        
Carrying Amount 109,750 106,609    
Fair Value 93,421 88,715    
Liabilities:        
Debt securities held to maturity, allowance for credit loss 0 0    
Commercial mortgage-backed securities | Carrying Amount | Level 2        
Assets:        
Carrying Amount 105,002 101,861    
Commercial mortgage-backed securities | Carrying Amount | Level 3        
Assets:        
Carrying Amount 4,748 4,748    
Commercial mortgage-backed securities | Fair Value | Level 2        
Assets:        
Fair Value 89,919 85,354    
Commercial mortgage-backed securities | Fair Value | Level 3        
Assets:        
Fair Value 3,502 3,361    
Nonqualified Plan | Carrying Amount | Level 1        
Assets:        
Total other investment securities 2,405 2,048    
Nonqualified Plan | Fair Value | Level 1        
Assets:        
Total other investment securities 2,405 2,048    
Other Security Investments | Carrying Amount | Level 2        
Assets:        
Total other investment securities 1,024 1,024    
Other Security Investments | Fair Value | Level 2        
Assets:        
Total other investment securities $ 1,024 $ 1,024    
[1] Also referred to throughout this Quarterly Report on Form 10-Q as "total loans" and "loans held for investment."