Sihvola is a Finnish surname. Notable people with the surname include:
Ari Sihvola (born 1957), Finnish engineer and academician Aukusti Sihvola (1895–1947), Finnish sport wrestler Juha Sihvola (1957–2012), Finnish philosopher and historian Pekka Sihvola (born 1984), Finnish footballer