Stafford was born in Bedford, a member of a family of local auctioneers and was educated at Bedford Modern School where he was successful at rowing, athletics and rugby union.
Stafford was born on 23 July 1893 in Bedford, a member of a family of local auctioneers. He was educated at Bedford Modern School where he was successful at rowing, athletics and rugby union.