Fletcher was born in Halifax, West Yorkshire, the son of a clergyman. His father died when he was eight months old, and after which his grandmother raised him on a farm in Darrington, near Pontefract. He was educated at Silcoates School in Wakefield, and after some study of law, he became a journalist.