Spurgin is a surname. Notable people with the surname include:
Clare Spurgin (1897–1986), British lay magistrate and youth justice activist John Spurgin (1796–1866), English physician John Blick Spurgin (1821–1903), British army officer Pat Pitney ( Spurgin; born 1965), American university administrator and Olympic gold medalist William F. Spurgin (1838–1904), American military officer
See also Spurgin Residence, historic residence in Iowa