Pärssinen is a Finnish surname. Notable people with the surname include:
- Hilja Pärssinen (1876–1935), Finnish schoolteacher, poet, journalist and politician
- Juuso Pärssinen (born 2001), Finnish professional ice hockey forward
- Matti Pärssinen (1896–1951), Finnish farmer and politician
- Raimo Pärssinen (born 1956), Swedish politician
- Marja Pärssinen (born 1971), Finnish butterfly and freestyle swimmer
- Timo Pärssinen (born 1977), Finnish professional ice hockey forward
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