Provine is a surname. Notable people with the surname include:
Dorothy Provine (1935–2010), American singer, dancer, and actress J. W. Provine (1866–1949), American chemistry professor and university president Walter M. Provine (1873–1955), American lawyer William B. Provine (1942–2015), American historian of science