Bart's chalkboard message is "A pen is not a booger launcher.".
"Suds McDuff" is based on Spuds McKenzie.
The song that Bart and his friends sing in their no-girls club shares its melody with "Battle Hymn of the Republic".
The title is a reference to the film "Old Yeller".