There were three music videos made for this single. One, which was shot before the success of "Smooth Criminal" revolves around the band playing at a house party, and the imagined events after they each pick up a different girl at the party. The second video features a "behind the scenes" style shooting of the video, with grips and lighting crew interrupting shots to fix equipment, while the band performs before a tacky Hollywood sign backdrop. There is a bigger budget re-shoot music video, released after the success of "Smooth Criminal", which shows the band jumping through the screen at a movie theater, and interacting with the audience in homages to
Ghostbusters,
Willy Wonka & the Chocolate Factory,
The Karate Kid (including an appearance by the film's costar
Pat Morita) and
Edward Scissorhands. At the end of the video, the entire audience jumps through the screen and joins the band. This version was directed by
Marc Klasfeld. In 2001, the band's record label
DreamWorks Records was a subsidiary of the film studio
DreamWorks Pictures, although none of the films referenced in the video were from DreamWorks, with the film studio itself having only started releasing films in late 1997. ==Track listings==