A music video for a shortened version of the original song was created in 1983, featuring military clips with false colour, simple computer-generated graphics such as colour blocks and geometric lines, digitised video of band members at very low resolution and framerate, and a short appearance of the game Zaxxon (reportedly the Apple II port). The colour blocks were created using Peter Saville's colour coded alphabet.
The music video for "Blue Monday '88" (the Quincy Jones re-recording and mix of the song), shortened by several minutes and featuring added vocal effects, appears on the Substance video collection released as a companion to the album of the same name. It features sketches by photographer William Wegman and his Weimaraner dog named Fay Ray doing balancing acts intercut with hand-drawn animation by Robert Breer. The band members are shown standing around doing various tasks, such as walking a wooden plank over a floor that is painted blue, holding wire-mesh constructed art and milk crates over their faces, being hit by tennis balls, and standing still while they flip through various flip books (tying into the hand-drawn animation sequences).
On the Australian show Rage, a video was shown containing footage taken from their Top of the Pops performance with the studio track dubbed over it. At other times, the aforementioned videos also get airings.