 Caine had six sons, and his son Brian also went on to become a professional footballer with Barrow.James Caine died in his home in Walton Lane, Nelson, on 9 May 1971, at the age of 62.As a youth, Caine played football with Brierfield Schoolboys before joining Football League First Division outfit Burnley in December 1927.