Featuring, Written-By – Justin BieberMastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer – Frank Dukes, VinylZRecorded By [Assistant] – Alex PavoneWritten-By – FKI 1st, Austin PostWritten-By, Backing Vocals – Kaan GunesberkWritten-By, Guitar, Bass, Keyboards – Matt TavaresWritten-By, Programmed By, Percussion – Adam Feeney, Anderson HernandezWritten-By, Recorded By, Producer [Vocal Production] – Louis Bell

Mastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer, Programmed By – RoofeeoProducer, Written-By, Guitar, Bass – Leon ThomasProducer, Written-By, Recorded By, Producer [Vocal Production], Programmed By – Louis Bell Recorded By [Assistant] – Alex PavoneWritten-By – Austin Post, Jahphet Landis

Guitar, Backing Vocals, Strings – Peter Lee JohnsonMastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Ike SchultzProducer, Written-By, Programmed By, Drums – Rex KudoProducer, Written-By, Programmed By, Drums, Bass, Guitar, Backing Vocals – Charlie HandsomeWritten-By – Austin Post, Idan Kalai

Mastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer, Recorded By, Programmed By, Instruments – Carlo "Illangelo" MontagneseRecorded By [Assistant] – Alex PavoneWritten-By – Austin Post, Billy Walsh , Carlo Montagnese

Mastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer, Written-By, Recorded By, Producer [Vocal Production], Programmed By, Instruments – Louis Bell Written-By – Austin Post

Featuring – KehlaniMastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer – FKI 1st, CashioProducer [Vocal Production] – Louis Bell Producer, Written-By, Programmed By, Bass, Drums, Keyboards – Charlie HandsomeWritten-By – Austin Post, Kehlani ParrishWritten-By, Programmed By – T. Markous RobertsWritten-By, Programmed By, Bass, Drums, Keyboards – Idan Kalai

Co-producer – Twice As Nice Mastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer – DJ MustardRecorded By [Assistant] – Alex PavoneWritten-By – Austin PostWritten-By, Programmed By, Instruments – Dijon McFarlane, Lewis Hughes, Nick Audino, Te Whiti WarbrickWritten-By, Recorded By, Producer [Vocal Production] – Louis Bell

Featuring – QuavoMastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer – Frank Dukes, Metro BoominWritten-By – Austin Post, Quavious MarshallWritten-By, Programmed By, Instruments – Leland WayneWritten-By, Recorded By, Producer [Vocal Production] – Louis Bell Written-By, Recorded By, Programmed By, Instruments – Adam Feeney

Backing Vocals – River TiberMastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer – FKI 1st, Frank DukesRecorded By [Assistant] – Alex PavoneRecorded By, Producer [Vocal Production] – Louis Bell Written-By – Austin PostWritten-By, Programmed By, Instruments – Adam Feeney, T. Markous Roberts

Electric Guitar – Brent PaschkeMastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer, Written-By – Pharrell WilliamsRecorded By – Dave RowlandRecorded By [Additional] – Mike Larson Recorded By [Assistant] – David Kim Recorded By, Edited By [Digital Editing], Arranged By – Andrew Coleman Written-By – Austin PostWritten-By, Recorded By, Producer [Vocal Production], Edited By [Digital Editing], Arranged By – Louis Bell

Cello – Khari MateenCello, Violin – Jessy GreeneProducer, Written-By, Guitar, Bass, Arranged By [Strings], Backing Vocals – Andrew Watt Recorded By – Nicolas EssigRecorded By, Backing Vocals, Mixed By – Josh GudwinWritten-By, Guitar – Austin Post

Mastered By – Mike BozziMixed By – Andrew MauryProducer – FKI 1stProducer, Written-By, Recorded By, Programmed By – Rex KudoRecorded By – Idan KalaiStrings – Peter Lee JohnsonWritten-By, Guitar, Backing Vocals – Austin PostWritten-By, Programmed By – T. Markous Roberts

Mastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer, Recorded By, Programmed By, Instruments – Carlo "Illangelo" MontagneseRecorded By [Assistant] – Alex PavoneWritten-By – Austin Post, Billy Walsh , Carlo Montagnese

Guitar – Andrew Watt Mastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer – FKI 1st, CashioRecorded By [Assistant] – Alex PavoneWritten-By – Austin Post, Christopher Rudd , Justin Bieber, Michael Hancock , Michael McGinnis Written-By, Programmed By, Drums – Idan Kalai, T. Markous RobertsWritten-By, Recorded By, Producer [Vocal Production] – Louis Bell

Guitar, Strings, Backing Vocals – Peter Lee JohnsonMastered By – Mike BozziMixed By – Andrew MauryProducer, Written-By, Programmed By, Bass – Charlie HandsomeProducer, Written-By, Recorded By, Programmed By, Drums – Rex KudoRecorded By – Idan KalaiWritten-By, Guitar – Austin Post

Co-producer, Mixed By, Mastered By, Programmed By, Instruments – Rex KudoMixed By, Mastered By – Idan KalaiProducer – Post MaloneWritten-By – T. Markous RobertsWritten-By, Programmed By, Instruments – Austin Post

Mastered By – Big Bass BrianMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Ike SchultzProducer – Foreign Teck of the MekanicsProducer, Written-By, Programmed By, Instruments – Justin MoselyProgrammed By, Instruments – The MekanicsWritten-By – Austin Post, Michael Hernandez

Featuring – 2 ChainzMastered By – Mike BozziMixed By – Manny MarroquinMixed By [Assistant] – Chris Galland, Jeff Jackson Producer – FKI 1stProducer [Vocal Production] – Louis Bell Written-By – Austin Post, Tauheed EppsWritten-By, Programmed By, Instruments – T. Markous Roberts