Co-producer [With] – Colin FairleyProducer – Nick LoweWritten-By – E. Costello*, J. Cliff*

Mixed By – John Jacobs*, Napoleon DynamiteProducer – Mono KingProducer [Assisisted By] – John Jacobs*Written-By – E. Costello*

Producer – Clive Langer & Alan WinstanleyWritten-By – E. Costello*

Bass – David MinerDrums – Ron TuttEngineer – Larry HirschProducer – The Coward BrothersWritten-By, Lead Guitar – Howard CowardWritten-By, Rhythm Guitar – Henry Coward

Producer – Geoff EmerickWritten-By – J. Burstin*, J. Camilleri*, T. Saehse*

Engineer – Jon JacobsMixed By – Colin FairleyProducer – Geoff EmerickWritten-By – E. Costello*

Producer – Napoleon DynamiteProducer, Mixed By – Colin FairleyWritten-By – MacManus*

Co-producer [With] – Colin FairleyProducer – Elvis Costello, Nick LoweWritten-By – Tucker*, Hayward*

Producer – Allen ToussaintWritten-By – Y. Ono*

Producer – Fairley*, Imposter*Written-By – R. Thompson*

Bass – T-Bone WolkDrums – Mickey CurryGuitar – T-Bone BurnettKeyboards – Steve NieveMixed By – Colin Fairley, Howard CowardRecorded By – Henry Coward, Larry HirschWritten-By – MacManus*

Bass – Nick LoweGuitar – Elvis CostelloProducer – Paul RileyVocals – Elvis Costello, Nick LoweWritten-By – B. Williams*, B. Bacharach*, M. David*

Producer – Elvis CostelloProducer [Assisisted By] – Paul BassWritten-By – W. Robinson*

Bass – Jerry ScheffDrums – Ron TuttGuitar – James BurtonProducer – Larry Hirsch, T-Bone BurnettWritten-By – MacManus*

Engineer – Larry HirschProducer – Declan Patrick Aloysius MacManus, T-Bone BurnettWritten-By – MacManus*

Arranged By [Horns] – TKO Horns, The*Arranged By [String] – David BedfordWritten-By – E. Costello*

Mixed By – Colin FairleyProducer – Nick LoweRecorded By – Roger BechirianWritten-By – E. Costello*

Backing Vocals – Cait O'RiordanDrums – Pete ThomasMixed By – Steve MacMillanPiano – Steve Hart Producer, Guitar, Bass, Vocals, Percussion – Declan MacManus*Recorded By – Colin FairleyTrumpet – Ross MacManusWritten-By – MacManus*

Engineer – Roger BechirianProducer – Nick LoweWritten-By – E. Costello*

Engineer – Neil King*Producer – Elvis CostelloTenor Saxophone, Baritone Saxophone – Gary BarnacleTrombone – Annie WhiteheadWritten-By – E. Costello*

Producer – Elvis CostelloWritten-By – E. Costello*