The band Guns 'n' Moses made a parody of the song called "We Love Barney Fife" that was played frequently on the Doctor Demento radio show, which not only paid tribute to The Andy Griffith Show, it also took advantage of the melody of the refrain being a suitable counterpoint for the Andy Griffith Show theme ("The Fishin' Hole"). The song was also parodied on the episode of the U.S. version of The Office where Ryan Howard starts a fire in the office building, and Dwight and Michael change the lyrics of the song to "Ryan Started The Fire". On a 2017 episode of The Goldbergs, Barry rehearses the song for his talent show, but manages to mess up the lyrics; eventually, when he performs it at the talent show, he adapts new lyrics to the song referencing his high school experiences, which is very well received.