This film was originally going to be shot on location in Tucson, AZ, but this was ultimately dropped when it proved to be too expensive.
Barbara Leigh said she never liked the title because she thought it sounded horrible. So she just referred to it as "Bossman."
The scene with the little boy being trampled to death was done with only one horse.