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Fair Value of Assets and Liabilities - Fair Values of Financial Assets and Liabilities on Balance Sheets (Details) - USD ($)
$ in Thousands
Sep. 30, 2023
Jun. 30, 2023
Dec. 31, 2022
Sep. 30, 2022
Jun. 30, 2022
Dec. 31, 2021
Assets:            
Carrying Amount $ 675,647   $ 560,453      
Fair Value 569,888   478,509      
Loans and leases, net of deferred fees and costs, carrying amount [1] 6,084,390   4,707,150      
Liabilities:            
Debt securities held to maturity, allowance for credit loss 238   241      
Allowance for credit losses (on PCD loans) 62,924 $ 61,211 53,162 $ 52,866 $ 52,346 $ 63,967
Carrying Amount            
Assets:            
Carrying Amount 675,647   560,453      
Federal Home Loan Bank ("FHLB") stock 33,808   26,605      
Federal Reserve Bank ("FRB") stock 26,897   21,231      
Banker's Bank of Kentucky ("BBKY") stock 445   355      
Total other investment securities at cost 61,150   48,191      
Total other investment securities 65,938   51,263      
Carrying Amount | Level 1            
Assets:            
Cash and Cash Equivalents, Fair Value Disclosure 299,109   154,022      
Carrying Amount | Level 2            
Assets:            
Bank owned life insurance 139,554   105,292      
Liabilities:            
Deposits 7,037,518   5,716,941      
Short-term borrowings 585,437   500,138      
Long-term borrowings 173,312   101,093      
Carrying Amount | Level 3            
Assets:            
Loans and leases, net of deferred fees and costs, carrying amount 6,084,390   4,707,150      
Fair Value            
Assets:            
Fair Value 569,888   478,509      
Federal Home Loan Bank ("FHLB") stock 33,808   26,605      
Federal Reserve Bank ("FRB") stock 26,897   21,231      
Banker's Bank of Kentucky ("BBKY") stock 445   355      
Total other investment securities at cost 61,150   48,191      
Total other investment securities 65,938   51,263      
Fair Value | Level 1            
Assets:            
Cash and Cash Equivalents, Fair Value Disclosure 299,109   154,022      
Fair Value | Level 2            
Assets:            
Bank owned life insurance 139,554   105,292      
Liabilities:            
Deposits 5,992,880   4,682,491      
Short-term borrowings 595,045   504,584      
Long-term borrowings 176,156   101,992      
Fair Value | Level 3            
Assets:            
Loans and leases, net of deferred fees and costs, fair value 5,808,484   4,516,695      
U.S. government sponsored agencies            
Assets:            
Carrying Amount 174,699   132,366      
Fair Value 160,985   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 174,699   132,366      
U.S. government sponsored agencies | Fair Value | Level 2            
Assets:            
Fair Value 160,985   123,020      
States and political subdivisions            
Assets:            
Carrying Amount 144,728   145,263      
Fair Value 104,810   108,776      
Liabilities:            
Debt securities held to maturity, allowance for credit loss 238   241      
States and political subdivisions | Level 2            
Assets:            
Carrying Amount 144,728   145,263      
States and political subdivisions | Fair Value | Level 2            
Assets:            
Fair Value 104,810   108,776      
Residential mortgage-backed securities            
Assets:            
Carrying Amount 248,627   176,215      
Fair Value 218,970   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 248,627   176,215      
Residential mortgage-backed securities | Fair Value | Level 2            
Assets:            
Fair Value 218,970   157,998      
Commercial mortgage-backed securities            
Assets:            
Carrying Amount 107,593   106,609      
Fair Value 85,123   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 102,845   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 85,123   85,354      
Commercial mortgage-backed securities | Fair Value | Level 3            
Assets:            
Fair Value 0   3,361      
Nonqualified Plan | Carrying Amount | Level 1            
Assets:            
Total other investment securities 2,744   2,048      
Nonqualified Plan | Fair Value | Level 1            
Assets:            
Total other investment securities 2,744   2,048      
Other investment securities | Carrying Amount | Level 2            
Assets:            
Total other investment securities 2,044   1,024      
Other investment securities | Fair Value | Level 2            
Assets:            
Total other investment securities $ 2,044   $ 1,024      
[1] Also referred to throughout this Quarterly Report on Form 10-Q as "total loans" and "loans held for investment."