Davis had one son, Richard, from his first marriage; Richard came to live with the family in 1939 after his mother, Pearl McPhersen, a nurse, died of cancer.
Legally adopted his step-daughter Nancy Reagan when she was seventeen years old. She then legally changed her last name to 'Davis'. He later became a conservative political influence on his son-in-law, future President Ronald Reagan.