Locascio was born November 21, 1961, in Cumberland, Maryland. Her father was a physicist at the Allegany Ballistics Laboratory. He fostered her interest in science. She attended Bishop Walsh High School. In 1977, she was awarded an educational development certificate. Locascio had an early interest in biology and won her school's senior science award. She graduated in 1979.