While studying in the kitchen, Nathan tells Jamie to "stay away from anybody named Keller", this is because the professor giving Nathan a hard time has the last name of Kellerman and is a reference to Chris Keller, who was a supporting character and somewhat rival to Nathan regarding Haley, in the earlier seasons.
This episode is named after a song from A Sunny Day In Glasgow's first album "Scribble Mural Comic Journal".
Though they are credited, series regulars Lee Norris and Lisa Goldstein Kirsch do not appear in this episode.
Opening theme song performed by Aimee Mann
Dan Scott returns after leaving in season 7 episode 12 Some Roads Lead Nowhere