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LOANS AND ALLOWANCE FOR CREDIT LOSSES - Schedule of Accounts, Notes, Loans and Financing Receivable (Details) - USD ($) $ in Thousands	Sep. 30, 2022	Jun. 30, 2022	Dec. 31, 2021	Sep. 30, 2021	Jun. 30, 2021	Jan. 01, 2021
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	$ 4,571,099		$ 4,077,552
Allowance for credit losses	(62,761)	$ (61,058)	(60,754)	$ (63,629)	$ (66,602)	$ (67,338)
Deferred loan fees and gains, net	(11,229)		(9,298)
Loans receivable, net	$ 4,497,109		$ 4,007,500
Weighted average interest rate	4.92%		4.26%
One- to four-family residential construction
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	$ 31,982		$ 28,302
Subdivision construction
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	32,977		26,694
Land development
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	42,871		47,827
Commercial construction
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	583,074		617,505
Owner occupied one- to four-family residential
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	765,511		561,958
Non-owner occupied one- to four-family residential
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	117,713		119,635
Commercial real estate
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	1,576,529		1,476,230
Other residential
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	914,693		697,903
Commercial business
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	295,476		280,513
Industrial revenue bonds
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	13,036		14,203
Consumer auto
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	39,912		48,915
Consumer other
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	35,542		37,902
Home equity lines of credit
LOANS AND ALLOWANCE FOR CREDIT LOSSES
Loans receivable	$ 121,783		$ 119,965

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