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LOANS - AGING OF RECORDED INVESTMENT IN PAST DUE AND NON-ACCRUAL LOANS (Details) - USD ($)
$ in Thousands
Jun. 30, 2016
Dec. 31, 2015
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due $ 614 $ 1,000
Non-accrual 5,628 6,351
Total Past Due and Non-accrual 8,837 12,278
Loans Not Past Due 644,440 611,843
30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 2,220 4,147
60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 375 780
Madison Financial Corp    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due   446
Non-accrual 642 1,107
Total Past Due and Non-accrual 803 1,642
Loans Not Past Due 44,162 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 161 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    
Non-accrual   6
Total Past Due and Non-accrual 354 2,428
Loans Not Past Due 72,096 53,501
Commercial | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 350 2,323
Commercial | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 4 99
Real estate construction    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due   365
Non-accrual   145
Total Past Due and Non-accrual   510
Loans Not Past Due 31,197 28,810
1-4 family residential    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 186 471
Non-accrual 1,165 1,531
Total Past Due and Non-accrual 3,207 3,774
Loans Not Past Due 239,255 226,947
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 1,499 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 357 264
Multi-family residential    
Aging of recorded investment in past due and non-accrual loans    
Non-accrual 126  
Total Past Due and Non-accrual 126  
Loans Not Past Due 38,956 38,281
Non-farm & non-residential    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 390 137
Non-accrual 78 481
Total Past Due and Non-accrual 712 776
Loans Not Past Due 180,017 182,916
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 244 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   121
Agricultural    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 23  
Non-accrual 4,251 4,171
Total Past Due and Non-accrual 4,338 4,651
Loans Not Past Due 63,898 62,131
Agricultural | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 64 229
Agricultural | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due   251
Consumer    
Aging of recorded investment in past due and non-accrual loans    
Greater than 90 Days Past Due 15 27
Non-accrual 8 17
Total Past Due and Non-accrual 100 139
Loans Not Past Due 18,794 18,741
Consumer | 30 to 59 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 63 50
Consumer | 60 to 89 Days Past Due    
Aging of recorded investment in past due and non-accrual loans    
Recorded Investment Past Due 14 45
Other    
Aging of recorded investment in past due and non-accrual loans    
Loans Not Past Due $ 227 $ 516