Goudge is a surname. Notable people with the surname include:
Chris Goudge (1935–2010), British hurdler Eileen Goudge (born 1950), American author Elizabeth Goudge (1900–1984), English writer Henry Goudge (1805–1841), Canadian merchant and politician Monson Henry Goudge (1829–1919), Canadian merchant and politician Stephen T. Goudge, Canadian judge T. A. Goudge (1910–1999), Canadian philosopher and academic William Goudge (1877–1967), English Royal Navy chaplain and cricketer