Simpson has one brother, Melvin Leon "Truman" Simpson, one living sister, Shirley Simpson-Baker, and one deceased sister, Carmelita Simpson-Durio.
Simpson ten un irmán, Melvin Leon "Truman" Simpson e unha irmá, Shirley Simpson-Baker, e outra irmá falecida, Carmelita Simpson-Durio.