Engineer [Assistant] – Alexis Smith, SubskrptInstruments [All] – John Hill , Switch Recorded By – Alex Leader, Eli WalkerWritten-By – Kalenna Harper*

Engineer [Assistant] – Brian "B-LUV" Thomas, Matt BenefieldRecorded By – Jeremy Stevenson, Josh MosserWritten-By – Greg Curtis*, Jason Perry

Engineer [Assistant] – Matt BenefieldFeaturing [Feat.] – Nicki MinajProducer [Additional Vocal Production By] – Claude KellyRecorded By – Jeremy Stevenson, Josh MosserWritten-By – Onika Maraj

Engineer [Assistant] – Alex Leader, Alexis SmithInstruments [All] – John Hill , Switch Recorded By – John Hill , Subskrpt, Switch Written-By – Mathangi Arulpragasam*

Engineer [Additional Engineering By] – Kuk Harrell, Pat ThrallGuitar – Julio MirandaPercussion – Juan Manuel Leguizamon, Pablo CorreaProducer [Additional Vocal Production By] – Claude KellyRecorded By – Andrew Wuepper, Brian "B-LUV" ThomasTechnician [Assisted By] – Luis Navarro , Randy UrbanskiTrombone – Alejandro Carbollo*Trumpet – Arturo SolarWoodwind [Alto, Tenor, Baritone, Snakes & Flute] – James King

Engineer [Additional Engineering By] – Pat ThrallProducer [Additional Vocal Production By], Backing Vocals [Background Vocals] – Claude KellyRecorded By – Andrew Wuepper, Brian "B-LUV" ThomasTechnician [Assisted By] – Luis Navarro , Randy Urbanski

Engineer [Additional Engineering By] – Pat ThrallProducer [Additional Vocal Production By] – Claude KellyRecorded By – Andrew Wuepper, Brian "B-LUV" ThomasTechnician [Assisted By] – Luis Navarro , Randy Urbanski

Instruments [All] – TheRealFocus...*Recorded By – Oscar Ramirez

Instruments [All] – TheRealFocus...*Producer [Additional Vocal Production By] – Detail Recorded By – Oscar RamirezWritten-By – Detail

Arranged By [Strings] – Eric GorfainBass – Paul IllCello – Abe Liebhaber, Diego Miralles, John Krovoza, Matt Cooker*, Richard Dodd , Stefanie FifeConductor – Christopher Anderson-BazzoliContrabass – Denise Briese, Jason Torreano, Richard WornDrums – Kellii ScottEngineer [Assistant] – Richard Brown , Thomas AiezzaEngineer [Pro Tools Engineer] – Kyle MoormanEngineer [Right Hand Man & Pro Tools Engineer] – Andrew ChavezPiano, Percussion, Bass, Programmed By, Guitar, Keyboards – Linda PerryProducer, Recorded By – Linda PerryViola – Brett Banducci, David Sage, Jessica Van Velzen, Karolina Naziemiec, Rodney Wirtz, Tom TallyViolin – Alwyn Wright, Ami Levy, Amy Wickman, Anna Kostyuchek, Audrey Solomon, Cameron Patrick, Jennifer Takamatsu*, Marisa Kuney, Melissa Reiner, Neli Nikolaeva, Radu Pieptea, Sam Fischer*, Terry Glenny, Victoria LanierViolin, Concertmistress – Daphne ChenVocals – Christina AguileraWritten-By – Linda Perry

Acoustic Guitar, Electric Guitar – Leo AbrahamsDrums, Percussion – Felix BloxsomPiano – Larry GoldingsPiano, Bass Guitar, Celesta [Celeste], Programmed By – Samuel Dixon*Producer [Additional Vocal Production By] – Sia FurlerRecorded By – Cameron Craig, Eric Spring, Samuel Dixon*Recorded By [Strings], Arranged By [String Arrangement], Strings [String Performance] – Oliver Kraus

Acoustic Guitar – Leo AbrahamsEngineer – Samuel Dixon*Piano, Bass Guitar, Acoustic Guitar, Programmed By – Samuel Dixon*Producer [Additional Vocal Production By] – Sia FurlerRecorded By – Cameron Craig, Jimmy Hogarth, Samuel Dixon*Recorded By [Strings], Arranged By [String Arrangement], Strings [String Performance] – Oliver Kraus

Acoustic Guitar, Electric Guitar – Jimmy HogarthDrums, Percussion – Felix BloxsomPiano, Bass Guitar, Programmed By – Samuel Dixon*Producer [Additional Vocal Production By] – Sia FurlerRecorded By – Cameron Craig, Jimmy Hogarth, Samuel Dixon*Recorded By [Strings], Arranged By [String Arrangement], Strings [String Performance] – Oliver Kraus

Producer [Additional Vocal Production By] – Claude KellyRecorded By – Bryan Morton, Josh MosserTechnician [Assisted By] – Matt BenefieldWritten-By – Bill Wellings, J.J. Hunter, William Tyler

Featuring [Feat.], Rap – PeachesProducer – Le TigreRecorded By – Oscar RamirezWritten-By – JD Samson, Johanna Fateman, Kathleen Hanna, Merrill Beth Nisker*

Backing Vocals [Background Vocals] – Claude Kelly, Esther Dean*Engineer [Assistant] – Jay Stevenson*Keyboards – Chauncey "Hit-Boy" Hollis*Producer – Esther Dean*Producer [Additional Vocal Production By] – Claude KellyRecorded By – Cory Williams, Josh Gudwin

Bass – Sam EndicottDrums – Deantoni ParksRecorded By – John Hill , Switch Written-By – Sam Endicott

Recorded By, Instruments [All] – John Hill , Switch

Mixed By – Mark "Spike" Stent*Mixed By [Assisted By] – Matty Green Producer – LadytronRecorded By – Oscar RamirezSynthesizer [Buchla Modular], Electric Guitar [Additional] – Alessandro CortiniWritten-By – Cathy Dennis, Daniel Hunt, Helen Marnie, Mira Aroyo, Reuben Wu

Acoustic Guitar – Leo AbrahamsDrums – Felix BloxsomElectric Guitar – Joel ShearerPiano, Bass Guitar, Programmed By – Samuel Dixon*Producer [Additional Vocal Production By] – Sia FurlerRecorded By – Cameron Craig, Eric Spring, Samuel Dixon*Recorded By [Strings], Arranged By [String Arrangement], Strings [String Performance] – Oliver Kraus

Acoustic Guitar – Leo AbrahamsEngineer – Samuel Dixon*Piano, Bass Guitar, Acoustic Guitar, Programmed By – Samuel Dixon*Producer [Additional Vocal Production By] – Sia FurlerRecorded By [Strings], Arranged By [String Arrangement], Strings [String Performance] – Oliver Kraus