The film was initially intended to be a straightforward drama. After filming began, Paramount did not believe Richard Pryor was convincing as a dramatic lead, so they pressured director Michael Apted to make the movie a more conventional comedy.
Dave Coulier (Full House) dubbed Richard Pryors's voice for the TV edit of the film.
The name of the hospital in the movie is "Empire General".