The episode's title references the Bobby Scott/ Bob Russell song "He Ain't Heavy, He's My Brother", performed e.g. by Neil Diamond or The Hollies.
In this episode, Tim mentions his father dying when he was 11 years old. In real life, Tim Allen's own father died when he was 11 years old.