Cinematographers Joseph A. Valentine and Edwin Hammeras shot the location footage in Des Moines, IA.
Director Henry King and crew were invited to the 1932 State Fair and Exposition in Des Moines, Iowa to film background material, including the racing scenes and midway. After the fair, they purchased three hogs, including the grand champion, Dike of Rosedale, who was cast as Blue Boy.