According to legend, the trend toward women not wearing hats began with this movie. Maggie (Carole Lombard) enters a restaurant and removes her hat, something previously taboo with women.
The scene showing Maggie (Carole Lombard) burning her beauty parlor customer's hair off is based in fact. If left in the permanent wave machine too long, hair would burn off.
A studio press-book for this film notes this is the first picture where Carol Lombard tap dances, and that she learned to do so specifically for this film by taking lessons from LeRoy Prinz. She also received vocal coaching from Al Siegel.
Apparently, the copyright on this film was not renewed and it thereby fell into public domain status, as a result of which, inferior copies proliferate both the VHS and DVD markets, offered by dealers who do not have access to the original negative or archival prints.
One of the top hits for Paramount for the 1936-37 film season.