JDB Views 7 meanings found JDB is widely recognized as the initials of pop star Justin Drew Bieber, though it also abbreviates Japan Development Bank and other business entities. Miscellaneous Justin Drew Bieber James Dean Bradfield Community Justin Drew Bieber, singer Regional Downtown Airport, Dallas/ Fort Worth, Texas USA Computing Java Debugger binary Business Japan Development Bank Junk Debt Buyer