Jernegan is a surname. Notable people with the surname include:
Helen Jernegan (1839–1934), American woman and wife of a whaler John D. Jernegan (1911–1981), American Foreign Service Officer and Ambassador Extraordinary and Plenipotentiary Marcus Jernegan (1872–1949), American historian and a professor at the University of Chicago