Edited By [Digital Editing], Arranged By – Andrew Coleman (3), Mike Larson (4)Engineer [Additional Engineering] – Bill Zimmerman (2)Featuring – Pharrell WilliamsMastered By – Randy MerrillMixed By – Phil TanProducer – Pharrell WilliamsRecorded By – Andrew Coleman (3), Mike Larson (4)Recorded By [Assistant] – Ben "Bengineer" Sedano*, Thomas CullisonWritten-By – P. Williams*

Edited By [Digital Editing], Arranged By – Mike Larson (4)Featuring – Nicki MinajMastered By – Randy MerrillMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Robin Florent, Scott DesmaraisProducer – Pharrell WilliamsProgrammed By [Additional Programming] – Mike "Miguel Milliones" Larson*Recorded By – Mike Larson (4)Recorded By [Assistant] – Ben "Bengineer" Sedano*, Brendan Morawski, Jacob Dennis, Ramon Rivas, Thomas CullisonRecorded By [Nicki Minaj Vocals/Assistant] – Kris Crawford (2), Manny ParkRecorded By [Nicki Minaj Vocals] – Aubry "Big Juice" Delaine*Written-By – A. Grande*, O. Maraj*, P. Williams*

Edited By [Digital Editing], Arranged By – Andrew Coleman (3), Mike Larson (4)Engineer [Additional Engineering] – Bill Zimmerman (2)Mastered By – Randy MerrillMixed By – Phil TanProducer – Pharrell WilliamsProgrammed By [Additional Programming] – Mike "Miguel Milliones" Larson*Recorded By – Andrew Coleman (3), Mike Larson (4)Recorded By [Assistant] – Guillermo Lefeld, Jon SherVocals [Additional] – Pharrell WilliamsWritten-By – P. Williams*

Backing Vocals, Drums, Guitar, Keyboards, Programmed By – Ilya*Guitar – Rickard GöranssonMastered By – Randy MerrillMixed By – Serban GheneaMixed By [Assistant] – John HanesProducer – Ilya*Written-By – A. Grande*, I. Salmanzadeh*, M. Martin*, R. Göransson*, S. Kotecha*

Edited By [Digital Editing], Arranged By – Andrew Coleman (3), Mike Larson (4)Engineer [Additional Mix Engineering] – Bill Zimmerman (2)Mastered By – Randy MerrillMixed By – Phil TanProducer – Pharrell WilliamsRecorded By – Andrew Coleman (3), Mike Larson (4)Recorded By [Assistant] – Ben "Bengineer" Sedano*, Chris Khan*, David Kim (6), Iain Findlay, Jacob Dennis, Thomas CullisonVocals [Additional] – Pharrell WilliamsWritten-By – A. Grande*, P. Williams*

Edited By [Digital Editing], Arranged By – Andrew Coleman (3), Mike Larson (4)Engineer [Additional Engineering] – Bill Zimmerman (2)Mastered By – Randy MerrillMixed By – Phil TanProducer – Pharrell WilliamsRecorded By – Andrew Coleman (3), Mike Larson (4)Recorded By [Assistant] – Hart Gunther, Thomas CullisonWritten-By – P. Williams*

Bass, Drums, Keyboards, Programmed By – Ilya*, Max MartinEngineer [Assistant Recording Engineer] – Cory Bice, Jeremy LertolaMastered By – Randy MerrillMixed By – Serban GheneaMixed By [Assistant] – John HanesProducer – Ilya*, Max MartinRecorded By – Sam HollandWritten-By – A. Grande*, I. Salmanzadeh*, M. Martin*, S. Kotecha*

Backing Vocals – Ariana Grande, Ilya*Bass, Drums, Guitar, Programmed By – Ilya*Engineer [Assistant Recording Engineer] – Cory Bice, Jeremy LertolaKeyboards – Ilya*, Max MartinMastered By – Randy MerrillMixed By – Serban GheneaMixed By [Assistant] – John HanesProducer – Ilya*Recorded By – Noah Passovoy, Sam HollandWritten-By – A. Grande*, I. Salmanzadeh*, P. Svensson*, S. Kotecha*

Backing Vocals – Ariana GrandeBass – Max MartinDrums – Ilya*, Max MartinEngineer – Sam HollandEngineer [Assistant] – Cory Bice, Jeremy LertolaEngineer [For Mix] – John HanesKeyboards – Ilya*, Max MartinMastered By – Randy MerrillMixed By – Serban GheneaPercussion – Ilya*, Max MartinProducer – Ilya*, Max MartinProgrammed By – Ilya*, Max MartinWritten-By – A. Grande*, I. Salmanzadeh*, M. Martin*, S. Kotecha*

Edited By [Digital Editing], Arranged By – Andrew Coleman (3), Mike Larson (4)Engineer [Additional Engineering] – Bill Zimmerman (2)Featuring – Missy ElliottMastered By – Randy MerrillMixed By – Phil TanProducer – Pharrell WilliamsRecorded By – Andrew Coleman (3), Corte Ellis, Mike Larson (4), Missy ElliottRecorded By [Assistant] – Ben "Bengineer" Sedano*, Thomas CullisonWritten-By – M. Elliott*, P. Williams*

Mastered By – Randy MerrillMixed By – Serban GheneaMixed By [Assistant] – John HanesProducer – Brian Malik Baptiste, Hitboy*, Tommy Brown (8)Strings – Peter Lee JohnsonWritten-By – A. Grande*, B. Baptiste*, C. Hollis*, K. Krysiuk*, T. Brown*

Mastered By – Randy MerrillMixed By – Serban GheneaMixed By [Assistant] – John HanesProducer – Charles Anderson (10), Michael Foster (17), Tommy Brown (8)Written-By – A. Grande*, C. Anderson*, M. Foster*, T. Brown*, V. McCants*

Mastered By – Randy MerrillMixed By – Serban GheneaMixed By [Assistant] – John HanesProducer – Charles Anderson (10), Tommy Brown (8)Strings – Peter Lee JohnsonWritten-By – A. Grande*, C. Anderson*, T. Brown*, V. McCants*

Edited By [Digital Editing], Arranged By – Mike Larson (4)Engineer [Additional Mix Engineering] – Bill Zimmerman (2)Mastered By – Randy MerrillMixed By – Phil TanProducer – Pharrell WilliamsRecorded By – Mike Larson (4)Recorded By [Assistant] – Thomas CullisonWritten-By – A. Grande*, P. Williams*