Ballard was born Catherine Gloria Balotta in Cleveland, Ohio, one of four children born to Italian immigrant parents, Lena (née Nacarato) and Vincenzo (later Vincent James) Balotta. Her siblings are Orlando, Jean, and Rosalie.