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BORROWINGS - Narrative (Details)
12 Months Ended
Dec. 18, 2024
Nov. 01, 2013
USD ($)
investor
Dec. 31, 2023
USD ($)
Dec. 31, 2022
USD ($)
Dec. 18, 2019
USD ($)
Debt Instrument [Line Items]          
Required value of assets pledged as collateral as a percentage to outstanding advances (at least)     145.00%    
Total available remaining borrowing capacity from FHLB     $ 664,900,000    
Putable advances with the FHLB     712,852,000 $ 823,674,000  
Debt face amount   $ 70,000,000      
Private debt issuance, number of institutional investors | investor   4      
Senior Notes          
Debt Instrument [Line Items]          
Fixed interest rate term   10 years      
5.00% Senior Notes Due 2028          
Debt Instrument [Line Items]          
Redemption price (percent)   100.00%      
Putable Advances          
Debt Instrument [Line Items]          
Putable advances with the FHLB     $ 210,000,000    
Minimum          
Debt Instrument [Line Items]          
Interest rate, minimum (as a percent)     0.35%    
Maximum          
Debt Instrument [Line Items]          
Interest rate, minimum (as a percent)     4.94%    
Securities Sold Under Repurchase Agreements          
Debt Instrument [Line Items]          
Maximum amount of outstanding agreements     $ 242,200,000 218,900,000  
Total of average agreements     171,300,000 185,100,000  
Debt outstanding     157,280,000    
Subordinated Debentures and Term Loans          
Debt Instrument [Line Items]          
Debt outstanding     158,644,000 151,300,000  
Subordinated Debenture | 6.75% Subordinated Notes Due 2028          
Debt Instrument [Line Items]          
Debt face amount   $ 65,000,000      
Interest rate on notes (as a percent)   6.75%      
Redemption price (percent)   100.00%      
Subordinated Debenture | 6.75% Subordinated Notes Due 2028 | Notice of intent to redeem          
Debt Instrument [Line Items]          
Principal redemption     $ 40,000,000    
Subordinated Debenture | Acquired Subordinated Notes          
Debt Instrument [Line Items]          
Debt face amount         $ 30,000,000
Interest rate on notes (as a percent)         4.75%
Subordinated Debenture | Three-Month SOFR | 6.75% Subordinated Notes Due 2028          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     0.26161%    
Subordinated Debenture | SOFR | 6.75% Subordinated Notes Due 2028          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     4.095%    
Interest rate during the period     9.73%    
Subordinated Debenture | SOFR | Acquired Subordinated Notes | Forecast          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent) 3.11%        
Subordinated Debenture | First Merchant Capital Trust II          
Debt Instrument [Line Items]          
Debt face amount     $ 41,700,000 $ 41,700,000  
Interest rate during the period     7.21% 6.33%  
Subordinated Debenture | First Merchant Capital Trust II | Three-Month LIBOR          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)       1.56%  
Subordinated Debenture | First Merchant Capital Trust II | SOFR          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     26.161%    
Subordinated Debenture | Ameriana Capital Trust I          
Debt Instrument [Line Items]          
Debt face amount     $ 10,300,000 $ 10,300,000  
Interest rate during the period     7.15% 6.27%  
Subordinated Debenture | Ameriana Capital Trust I | Three-Month LIBOR          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     1.50% 1.50%  
Subordinated Debenture | Ameriana Capital Trust I | SOFR          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     0.26161%    
Senior Notes          
Debt Instrument [Line Items]          
Debt face amount   $ 70,000,000      
Private debt issuance, number of institutional investors | investor   4      
Senior Notes | 5.00% Senior Notes Due 2028          
Debt Instrument [Line Items]          
Debt face amount   $ 5,000,000      
Interest rate on notes (as a percent)   5.00%      
Senior Notes | Three-Month SOFR          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     0.26161%    
Senior Notes | Three-Month SOFR | 5.00% Senior Notes Due 2028          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     0.26161%    
Senior Notes | SOFR | 5.00% Senior Notes Due 2028          
Debt Instrument [Line Items]          
Basis spread on variable rate (as a percent)     2.345%    
Interest rate during the period     7.98%    
Secured Debt          
Debt Instrument [Line Items]          
Debt outstanding     $ 7,300,000    
Interest rate on notes (as a percent)     3.41%    
Secured Debt | Level One          
Debt Instrument [Line Items]          
Debt outstanding       $ 1,200,000  
Interest rate on notes (as a percent)     1.00%