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

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

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

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

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

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

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

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

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

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

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

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

Engineer [Assistant Recording Engineer] – Cory Bice, Jeremy LertolaMastered By – Randy MerrillProducer – Ilya, Max MartinRecorded By – Sam HollandWritten-By – B. Gaudio

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

Edited By [Digital Editing], Arranged By – Mike Larson 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" LarsonRecorded By – Mike Larson Recorded By [Assistant] – Ben "Bengineer" Sedano, Brendan Morawski, Jacob Dennis, Ramon Rivas, Thomas CullisonRecorded By [Nicki Minaj Vocals/Assistant] – Kris Crawford , Manny ParkRecorded By [Nicki Minaj Vocals] – Aubry "Big Juice" DelaineWritten-By – A. Grande, O. Maraj, P. Williams