Andy Morahan directed the band Bananarama 's videos for the singles `` Nathan Jones '' and `` I Ca n't Help It '' .
An accompanying video to the single was directed by Andy Morahan , who had also directed the videos for former singles `` I Heard A Rumour '' , `` Nathan Jones '' and `` I Ca n't Help It '' .