Short in stature and slightly built, Hansell worked at being an athlete, becoming proficient in tennis, polo, and squash.
While stationed at Langley Field, Virginia, Hansell met his wife, Dorothy "Dotta" Rogers, a teacher from Waco, Texas, where they were married in 1932.