Acoustic Guitar, Electric Guitar – Wendy MelvoinBass Guitar – Me'Shell NdegéOcelloCo-producer – Wendy MelvoinCoordinator [Project] – Julie LarsonCymbal [Hit Hat] – Terri Linn Carrington*Drums, Drum Programming – Leonard "Len:De:Luxx"Croskey*, Noel "True" Truick*Engineer [Assistant] – Gabe Sutter*, Gabriele Chiesa, Tom BanghartKeyboards – Lisa ColemanManagement – Jabali HicksMixed By – Bob PowerPercussion – Daniel SadownickProducer – Me'Shell NdegéOcelloRecorded By – Bill Dooley, Rail RogutWritten-By – James Nyx, Marvin Gaye

Backing Vocals – Louise McCormick , Paul BarrettEngineer [Mix] – Mark "Spike" Stent*Lead Vocals – BonoPiano, Strings, Vibraphone – Paul BarrettProducer – Bono, Nellee HooperProgrammed By – Marius de VriesRecorded By [STS Studios, Dublin] – Louise McCormick Voice [Speaking From The Original Recording] – Marvin GayeWritten-By – Alfred Cleveland*, Marvin Gaye, Renaldo Benson

Arranged By [Backing Vocals] – Keith Crouch, Shawn StockmanEngineer – Booker T. Jones IIIInstruments [All Live & Programmed] – Keith CrouchProducer [Remix] – Keith CrouchWritten-By – Ed Townsend, Marvin Gaye

Arranged By [Strings] – Craig ArmstrongEngineer – Mark "Spike" Stent*Keyboards [Additional] – Marius de VriesManagement – Mark Picken*, Tim Clark Management [For Madonna] – DeMann EntertainmentPerformer [Massive Attack] – 3D - Del Naja*, Mushroom Vowles*, Daddy G Marshall*Producer – Nellee HooperVocals – MadonnaWritten-By – T-Boy Ross*, Leon Ware

Backing Vocals – Julie Payne, Meryl Kenton Forbes*, Verna FrancisInstruments [All] – Mark SaundersMixed By – Booga Bear, Johnny Dollar*, Mark SaundersPiano [Additional] – Eagle-Eye CherryProducer – Booga Bear, Mark SaundersVocals – Neneh CherryWritten-By – Marvin Gaye

Engineer [Recording] – Aidan McGovernProducer, Arranged By – Ian DevaneyRemix – Leon WareVocals [All] – Lisa StansfieldWritten-By – Anna Gordy Gaye, Elgie Stover, Marvin Gaye

Backing Vocals – For RealCo-producer [Associate Produced By] – Derrick PerkinsEngineer [Assistant] – Jim Champagne, R.R. HarlanEngineer, Mixed By – Ralph P. Sutton*Instruments [All] – Stevie WonderKeyboards [Additional] – Derrick PerkinsManagement [Stevland Morris Music Project Manager] – Stephanie AndrewsProducer, Arranged By – Stevie WonderProgrammed By – Derrick Perkins, Stevie WonderWritten-By – George Gordy, Marvin Gaye, William "Mickey" Stevenson*

Arranged By – Jimmy Jam & Terry LewisBacking Vocals – Angela Henderson, Billy Steele, Carrie Harrington, Cheryl Reeves*, Robert Jones*, Geoff Jones*, Greg Sears*, Jayne Bell*, Jennifer Whitlock, Kim Brown*, Alecia Russell*, Mike Bowens*, Pat Lacy*, Robert Edwards, Russell Knighton*, Wanda Lewis, Bill Smith*Bass – Mark HaynesExecutive-Producer – Jimmy Jam & Terry LewisGuitar – Mike Scott Keyboards – Billy Steele, "Big Jim" Wright*Lead Vocals – Billy SteeleMixed By – Steve HodgeProducer – Gary D. Hines*Saxophone – Ken HolmenVocals [All] – Sounds Of BlacknessVocals [Step Out Group] – Ann Nesby, Carrie Harrington, Core Cotton, Kim Brown*, Libby Turner, Marie Graham, Pat Lacy*Written-By – Anna Gordy Gaye, Elgie Stover, James Nyx, Marvin Gaye

Backing Vocals [Chant] – B.J. ThomasBass – Avery JohnsonDrums – DJ BrooksEngineer [Assistant] – Kevin ParkerLead Vocals, Backing Vocals, Tambourine, Keyboards – SpeechManagement – Ramon Hervey*Mixed By ["Like Marvin Gaye Said"] – Alvin Speights, SpeechOrgan [Solo] – Dave CooleyProducer – SpeechWritten-By – Alfred Cleveland*, Marvin Gaye, Renaldo Benson, Speech

Acoustic Bass – Carl CarterDrums – Steven WilliamsGuitar – Abdulhameed ZuhriKeyboards – John Adams*Management – Brenda DashPercussion – Urban Sanchez*Producer – Ishmael ButlerRecorded By [Assistant], Mixed By [Assistant] – Brian Kincaid, Domenic "Sly" BarbaraRecorded By, Mixed By – David DarlingtonSaxophone – Chris Herbert Trumpet – Gerald BrazelWritten-By – Craig Irving, Ishmael Butler, Kenneth Stover*, Marvin Gaye, Mary Ann Vieira