- The episode title is a reference to the Billy Joel song "Movin' Out (Anthony's Song)", as well as the film Brian's Song.
- When Stewie, on his paper route, passes Herbert's house, Herbert says "Oshkosh B'Gosh", which is a children's clothing line that originated in Oshkosh, Wisconsin.
- The prolonged conversation between Chris and Carl about hot girls in movies is a reference to the movie Clerks directed by Kevin Smith. The movie is noted for its long scenes and extended dialog.
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