Rawnsley was brought up and educated in Burnley, Lancashire, later studying at Manchester University, where he obtained his medical qualification in 1948.[3] He worked for a time in Canada, on the Stirling County Epidemiological Project, before joining the Medical Research Council Social Psychiatry Unit in London and Cardiff.