Hodges was born at Deddington, Oxfordshire, the son of general practitioner George Montague Williams Hodges and Barbara (née Webber), Hodges went up to St John's College, Cambridge in 1938 to study human pathology, but his studies were interrupted by the onset of the Second World War, and he left in 1940.