The story takes place immediately after WWI, circa 1919, but all of the women's hairstyles and fashions, as well as the popular music, is strictly 1931.
Dot tells Jerry she took a plane from Chicago to Arizona, but at the time of the story, i.e. 1919, passenger airline service of that nature had not yet been established.