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LOANS - AGING OF RECORDED INVESTMENT IN PAST DUE AND NON-ACCRUAL LOANS (Details) - USD ($)
$ in Thousands
Mar. 31, 2017
Dec. 31, 2016
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due $ 757 $ 927
Non-accrual 3,522 4,566
Total Past Due and Non-accrual 9,455 9,586
Loans Not Past Due 648,111 646,421
30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 4,508 3,658
60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 668 435
Madison Financial Corp    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 22 22
Non-accrual 635 578
Total Past Due and Non-accrual 760 755
Loans Not Past Due 27,703 32,332
Madison Financial Corp | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 125 155
Commercial    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 34 11
Non-accrual 12 3
Total Past Due and Non-accrual 306 113
Loans Not Past Due 75,734 77,323
Commercial | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 25 54
Commercial | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 235 45
Real estate construction    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due   153
Total Past Due and Non-accrual 1,172 153
Loans Not Past Due 27,085 29,016
Real estate construction | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 1,172  
1-4 family residential    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 249 31
Non-accrual 2,285 2,725
Total Past Due and Non-accrual 5,429 5,294
Loans Not Past Due 242,703 239,344
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 2,767 2,310
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 128 228
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 44,330 46,780
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 61  
Non-accrual 272 272
Total Past Due and Non-accrual 620 492
Loans Not Past Due 181,797 175,532
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 223 159
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 64 61
Agricultural    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 405 724
Non-accrual 940 1,541
Total Past Due and Non-accrual 1,757 2,973
Loans Not Past Due 59,278 59,518
Agricultural | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 256 647
Agricultural | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 156 61
Consumer    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 8 8
Non-accrual 13  
Total Past Due and Non-accrual 171 142
Loans Not Past Due 17,068 18,725
Consumer | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 65 97
Consumer | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 85 37
Other    
Aging of recorded investment in past due and non-accrual loans    
Loans Not Past Due $ 116 $ 183