James Garfield Bayley (26 March 1882 – 14 January 1968) was an Australian politician. He was a Nationalist Party member of the Australian House of Representatives from 1917 to 1931 and a Country and Progressive National Party member of the Queensland Legislative Assembly from 1933 to 1935.