Corbitt is a surname. Notable people with the surname include:
Claude Corbitt (1915–1978), American baseball player
Don Corbitt (1924–1993), American football player
Gregory Corbitt (born 1971), Australian field hockey player
Helen Corbitt (1906 – 1978), American chef and cookbook author
James Corbitt (c. 1913–1950), English murderer
Michael J. Corbitt (1944–2004), American police chief
Ted Corbitt (1919–2007), American long-distance runner