Dumpson is a surname. Notable people with the surname include:

Goldie Brangman-Dumpson (1920–2020), American nurse and educator James R. Dumpson (1909–2012), American activist and social worker Taylor Dumpson, American activist William Dumpson (1930–2014), American baseball and basketball player