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Fair Value of Assets and Liabilities - Fair Value of Financial Instruments (Details) - USD ($)
$ in Thousands
Jun. 30, 2022
Dec. 31, 2021
Financial assets (recorded at amortized cost):    
Investment securities held-to-maturity $ 847,386 $ 342,755
Carrying Amounts | Level 1    
Financial assets (recorded at amortized cost):    
Cash and cash equivalents 115,905 347,641
Carrying Amounts | Level 2    
Financial assets (recorded at amortized cost):    
Investment securities held-to-maturity 931,587 342,222
Interest receivable 12,248 11,889
Financial liabilities (recorded at amortized cost):    
Time deposits 141,674 150,235
Interest payable 74 81
Carrying Amounts | Level 3    
Financial assets (recorded at amortized cost):    
Loans, net 2,140,093 2,232,622
Fair Value | Level 1    
Financial assets (recorded at amortized cost):    
Cash and cash equivalents 115,905 347,641
Fair Value | Level 2    
Financial assets (recorded at amortized cost):    
Investment securities held-to-maturity 847,386 342,755
Interest receivable 12,248 11,889
Financial liabilities (recorded at amortized cost):    
Time deposits 141,857 150,475
Interest payable 74 81
Fair Value | Level 3    
Financial assets (recorded at amortized cost):    
Loans, net $ 2,123,254 $ 2,234,430