The episode was directed by Steven Dean Moore. The show runner of "The Simpsons" at the time, Bill Oakley, thinks this is one of the most "beautifully" directed episodes of the show. He called the "hand-colouring" very "vivid" and "bright". The episode is the first Christmas episode the producers had done since the first episode of the series, "Simpsons Roasting on an Open Fire". Oakley said that nobody in the writing staff wanted to "try on Christmas" because it was "so famous" as being the first episode.