Dibb was born on 3 October 1939 in Fryston, a coal mining village in Castleford, West Yorkshire, England to mother Ethel, maid to a local solicitor, and father Cyril, a trolley-bus driver.
After graduation, Dibb worked as an apprentice manager at a chrome component factory for motor vehicles.