When Mitchell was court-martialed, Arnold, Spaatz, and Eaker were all warned that they were jeopardizing their careers by vocally supporting Mitchell, but they testified on his behalf anyway.
Njegov četrti otrok John, ki je bil rojen poleti 1921, pa je umrl 30. junija 1923 zaradi vnetega slepiča.