Duncan was born in Chicago, Illinois, and grew up in a single-parent household with his sister, Judy, and mother, Jean Duncan (a house cleaner), after his father left [REF].
In 1979, he participated in the Disco Demolition Night at Comiskey Park, home of the Chicago White Sox, where he was among the first 100 people to run onto the field and he slid into third base.