Crothers was born in Terre Haute, Indiana, but was raised in Dayton, Ohio. He was married to Helen Sullivan from 1937 until his death in 1986. Crothers died on November 22, 1986 in Van Nuys, California from pneumonia caused by his lung cancer. He was 76 years old.