Britt and his gang are shown playing the board game "Monopoly" by Parker Brothers. The game had just been released late the previous year, so this may be its first appearance on film, and possibly a product placement as well.
According to a contemporary article in Motion Picture Daily, this film was one of twelve RKO had in production simultaneously in June of 1936.