"Jumpin' Jive" was covered by new wave artist Joe Jackson (under the band name Joe Jackson's Jumpin' Jive) on his 1981 album of the same name. The album, originally conceived as "a few pub gigs for a laugh," also featured other jump-blues tracks, including Calloway's "We the Cats (Shall Hep Ya)."[5]
After its release on Jumpin' Jive, Jackson's version was later released as a single, where it charted at #43 in Britain.[6]