Hague was born in Dixon Street, Crossbank, Waterhead, Oldham.[3] He worked as a cotton weaver. He studied at Oldham Technical College and held the honours certificate of the City and Guilds in plain and fancy weaving, and advanced certificates in spinning. He also attended Oldham School of Commerce to study spinners' costings and W.E.A. classes in economics. He then joined the staff of Oldham Technical College as a teacher of cotton weaving.
In 1939 Mr. Hague was appointed organiser and collector for the Shaw district of Oldham Weavers' Association. and joined the Ashton-under-Lyne and District Weavers' Association in 1940.[4] He was elected as its general secretary by the mid-1950s,[5] and also became prominent in the Amalgamated Weavers' Association, to which it was affiliated. He joined the Army in 1940 and on demobilisation in 1945 was appointed to the Middleton branch.
He became a Blackburn magistrate in 1951. He was a governor of Blackburn Technical College, and a member since its inception of the Blackburn Executive Council for the Health Services.