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LOANS - AGING OF RECORDED INVESTMENT IN PAST DUE AND NON-ACCRUAL LOANS (Details) - USD ($)
$ in Thousands
Dec. 31, 2016
Dec. 31, 2015
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due $ 927 $ 1,000
Non-accrual 4,566 6,351
Total Past Due and Non-accrual 9,586 12,278
Loans Not Past Due 646,421 611,843
30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 3,658 4,147
60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 435 780
Madison Financial Corp    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 22 446
Non-accrual 578 1,107
Total Past Due and Non-accrual 755 1,642
Loans Not Past Due 32,332 55,109
Madison Financial Corp | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 155 5
Madison Financial Corp | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due   84
Commercial    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 11  
Non-accrual 3 6
Total Past Due and Non-accrual 113 2,428
Loans Not Past Due 77,323 53,501
Commercial | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 54 2,323
Commercial | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 45 99
Real estate construction    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 153 365
Non-accrual   145
Total Past Due and Non-accrual 153 510
Loans Not Past Due 29,016 28,810
1-4 family residential    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 31 471
Non-accrual 2,725 1,531
Total Past Due and Non-accrual 5,294 3,774
Loans Not Past Due 239,344 226,947
1-4 family residential | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 2,310 1,508
1-4 family residential | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 228 264
Multi-family residential    
Aging of recorded investment in past due and non-accrual loans    
Non-accrual 25  
Total Past Due and Non-accrual 419  
Loans Not Past Due 46,780 38,281
Multi-family residential | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 391  
Multi-family residential | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 3  
Non-farm & non-residential    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due   137
Non-accrual 272 481
Total Past Due and Non-accrual 492 776
Loans Not Past Due 175,532 182,916
Non-farm & non-residential | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 159 37
Non-farm & non-residential | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 61 121
Agricultural    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 724  
Non-accrual 1,541 4,171
Total Past Due and Non-accrual 2,973 4,651
Loans Not Past Due 59,518 62,131
Agricultural | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 647 229
Agricultural | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 61 251
Consumer    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 8 27
Non-accrual   17
Total Past Due and Non-accrual 142 139
Loans Not Past Due 18,725 18,741
Consumer | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 97 50
Consumer | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 37 45
Other    
Aging of recorded investment in past due and non-accrual loans    
Loans Not Past Due $ 183 $ 516