 Duncan lived with her family in El Dorado, Arkansas and then Roanoke, Virginia until 1944 when the family relocated to Philadelphia.In Philadelphia, Duncan attended the Philadelphia Museum School on a scholarship.Her family moved again, and she went to high school in St. Louis, Missouri.