It was reported that he left the show in 1960 because his family moved from Burbank, California to Philadelphia, Pennsylvania; however, Barbara Billingsley, who played June Cleaver on the series, said in a TV Archive interview that Stevens was fired because his overbearing stage mother caused grief for the producers of the series.