Matterson is a surname. Notable people with the surname include:
- Donald Matterson (1953/1954 - 1972), American bank robber
- Matterson Inlet, named after Garth John Matterson
- Terry Matterson (born 1967, Auburn, New South Wales), Australian rugby league football coach and player
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