"Slave to the Rhythm", both song and album, was written by Bruce Woolley, Simon Darlow, Stephen Lipson and Trevor Horn and was produced by Trevor Horn, who was assisted by Lipson.Unlike most albums that feature a collection of different songs, "Slave to the Rhythm" was a concept album that featured several, radical interpretations of one title track.