Son of John C. Alexander and wife Edith Jane (Taylor) Alexander. He had three wives. About 1923 he first married Mabel Payne and they were divorced about 1929. This union produced one child, Kirby Vernon Alexander, and Joe had little contact with this child after the divorce. Second wife was Virginia Town and third wife was Ruth Stephenson. There are no known children from the later marriages.