Kärkinen is a Finnish surname. Notable people with the surname include:
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Juhani Kärkinen (born 1935), Finnish ski jumper
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Kaija Kärkinen (born 1962), Finnish singer and actress
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Kalevi Kärkinen (1934–2004), Finnish ski jumper, brother of Juhani
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Finnish-language surnames