Bass [Fender], Loops [Drum Loop] – Matt MacManusBass [Hofner], Keyboards, Guitar, Vocals – E.C.*Drums – Danny GoffeyEngineer, Mixed By – John HudsonProducer – MacManus Père*, MacManus Fils*Recorded By – Ben FennerSampler [Sample Control] – Ned DouglasWritten-By – Costello*

Bass [Hofner] – Paul McCartneyDrums – Jerry MarottaGuitar – T Bone Burnett*Guitar, Vocals – E.C.*Keyboards [Chamberlain] – Mitchell FroomPiano – Benmont TenchTimpani, Glockenspiel – Michael BlairWritten-By – MacManus*, McCartney*

Bass – Bruce ThomasDrums – Pete ThomasGuitar, Vocals – E.C.*Keyboards – Steve NieveWritten-By – MacManus*

Bass – Jerry ScheffBass [In/out] – T-Bone WolkDrums – Jim KeltnerGuitar – Marc RibotGuitar, Vocals – E.C.*Mellotron – Mitchell FroomPiano [Tack] – Larry KnechtelWritten-By – MacManus*, McCartney*

Bass – Bruce ThomasDrums – Pete ThomasGuitar, Vocals – E.C.*Keyboards – Steve NieveWritten-By – MacManus*

Bass – Bruce ThomasBass Clarinet – Pete WhymanDouble Bass – Roy BabbingtonDrums – Pete ThomasGrand Piano, Keyboards – Steve NieveGuitar, Celesta, Vocals – E.C.*Written-By – Costello*

Guitar, Keyboards, Bass, Vocals – E.C.*Sounds [Sound Process] – Brian EnoWritten-By – Costello*

Arranged By [Vocal Arrangement] – E.C.*, M. Froom*Bass – T-Bone WolkBass [Fuzz, 6-string] – Jerry ScheffDrums, Percussion – Pete ThomasGrand Piano – Larry KnechtelGuitar – James BurtonGuitar, Vocals – E.C.*Piano [Tack] – Benmont TenchToy [Piano], Organ, Organ [Calliope] – L. Knechtel*, M. Froom*Vocals [Vocal Group] – E.C.*, Richard Page, Steve George, Steven SolesWritten-By – MacManus*

Drums – Pete ThomasGuitar, Bass, Vocals – E.C.*Written-By – MacManus*

Baritone Saxophone [The Dirty Dozen Brass Band] – Roger Lewis Drums [Parade Drum], Tambourine – Michael BlairFeaturing – The Dirty Dozen Brass BandGrand Piano – Allen ToussaintSnare – Jim KeltnerSousaphone [The Dirty Dozen Brass Band] – Kirk JosephTenor Saxophone [The Dirty Dozen Brass Band] – Kevin Harris Trumpet [The Dirty Dozen Brass Band] – Efrem Towns, Gregory DavisVocals – E.C.*Written-By – MacManus*

Bass – Nick LoweElectric Guitar, Soloist – James BurtonGuitar [Insect Noise] – Marc RibotGuitar, Vocals – E.C.*Loops [All Drum Loops], Percussion [Beaten Things] – Jim KeltnerWritten-By – Costello*, Keltner*

Bass – Bruce ThomasDrums – Pete ThomasGrand Piano – Steve NieveGuitar, Vocals – E.C.*Written-By – Costello*

Cello [Violoncello, Brodsky Quartet] – Jacqueline ThomasEnsemble [With] – The Brodsky Quartet*Viola [Brodsky Quartet] – Paul CassidyViolin [Brodsky Quartet] – Ian Belton , Michael Thomas Vocals – E.C.*Written-By – MacManus*

Bass – Bruce ThomasDrums – Pete ThomasGrand Piano, Organ – Steve NieveGuitar, Vocals – E.C.*Written-By – MacManus*

Bouzouki, Acoustic Guitar – Donal LunnyDouble Bass – Jerry ScheffDrums – Pete ThomasHarmonium [Indian] – Mitchell FroomLow Whistle, Bagpipes [Uileann Pipes] – Davy SpillaneSounds [Distant Sound] – Marc RibotTambourine, Glockenspiel – Michael BlairVocals – E.C.*Written-By – MacManus*

Banjo, Cornet, Horn [E♭] – Marc RibotDrums – Jim KeltnerHarmonium, Organ [Calliope] – Benmont TenchKeyboards [Chamberlain] – Mitchell FroomToy [Piano], Celesta, Vocals – E.C.*Tuba, Electric Upright Bass [Ampeg] – Jerry ScheffUpright Piano – Larry KnechtelWritten-By – MacManus*

Arranged By – Elvis Costello, Steve NieveBass Clarinet – Pete WhymanCello [Violoncello, Brodsky Quartet] – Jacqueline ThomasClarinet [B♭] – Ruth CauseyDouble Bass – Roy BabbingtonEnsemble [With] – The Brodsky Quartet*Grand Piano – Steve NieveViola [Brodsky Quartet] – Paul CassidyViolin [Brodsky Quartet] – Ian Belton , Michael Thomas Vocals – E.C.*Written-By – Costello*

Bass – Nick LoweDrums – Pete ThomasGuitar, Vocals – E.C.*Piano – Steve NieveWritten-By – MacManus*