An affirmed monarchist, Bishop, along with fellow ministers Nick Minchin and Tony Abbott, supported the "No" campaign leading up to the failed 1999 Republican referendum and on one occasion spoke to Australians for Constitutional Monarchy, warning of the "Seven deadly myths of the republican debate".