The episode's title is a reference to the 1940s radio program and subsequent 1950s TV series "Queen for a Day," in which several women would compete to determine which one's sob story was the most pitiable. The "winner" (that is, the person with the worst luck in life) would receive a typical game show prize (such as a washing machine, dryer, sewing machine, etc.).