Reginald John Burchell (20 May 1883 – 20 June 1955) was an Australian politician. He was a member of the Australian House of Representatives for the seat of Fremantle from 1913 to 1922, initially for the Australian Labor Party and after the 1916 Labor split for the Nationalist Party.