Stavrum is a surname. Notable people with the surname include:
Arild Stavrum (born 1972), Norwegian football coach and former player Gunnar Stavrum (born 1961), Norwegian newspaper editor and author Kjersti Løken Stavrum (born 1969), Norwegian journalist and editor Martin Stavrum (1938–2022), Norwegian politician Ole Erik Stavrum (born 1966), Norwegian former footballer