"Roadrunner" is featured on the Motion Picture Soundtrack to Mad Magazines 1980 movie Up the Academy, in the movie School of Rock, in the 2012 movie "Not Fade Away," on the radio in the movie PCU, and an episode in Season Two of the HBO Series The Wire.
Stephen King quoted a verse of the song to introduce one of the chapters of his novel Christine.