Doherty scored 79 goals in 130 appearances during his time at Maine Road. During the Second World War years of 1939–1945, Doherty served in the RAF. He remained registered as a Manchester City player, scoring 60 goals in 89 wartime matches,[1] though wartime games are not generally included in official records.