 Harvey and his wife Barbara, a practising midwife, have five adult children.Harvey was awarded the United Nations Mayors for Peace Award in 1998, and the New Zealand 1990 Commemoration Medal in 1990.In the 1991 New Year Honours, he was appointed a Companion of the Queen's Service Order for public services.