The exterior of Alison Drake's house was shot on location in the Hollywood Hills at the famous Ennis-Wright House, designed by Frank Lloyd Wright, later featured famously in William Castle's House on Haunted Hill (1959).
When Jack L. Warner saw the initial version of the film, as directed largely by William A. Wellman, he disliked the performance of the actor playing George Cooper (Lyle Talbot) and insisted that all the scenes featuring him be re-shot with Johnny Mack Brown brought in to play Cooper. Because Wellman was no longer available, Michael Curtiz was brought in to direct the re-shot scenes. Curiously, Curtiz ended up getting the only directing credit in the final cut of the movie.
The sign on a restaurant window advertises sandwiches "with beer" in large letters. The amendment ratifying the repeal of prohibition had been ratified just weeks prior to the film's release.
Barbara Stanwyck was originally offered the role of Alison Drake while on tour with her husband, Frank Fay. Before Stanwyck returned to Los Angeles, Ruth Chatterton had been assigned the role.
William A. Wellman replaced the original director, William Dieterle, when Dieterle became ill. Michael Curtiz took over as director when Wellman had to start directing College Coach (1933).