Backing Vocals – Victoria McCantsProducer – Tommy (TBHITS) Brown*Written-By – Ariana Grande, Tommy (TBHITS) Brown*, Victoria McCants

Backing Vocals – Big Sean, Iggy Azalea, Ilya*, Savan KotechaBass, Guitar – Ilya*Engineer – Peter Carlsson , Sam HollandFeaturing – Iggy AzaleaKeyboards, Producer, Programmed By – Ilya*, Max Martin, Shellback Producer [Vocals] – Ilya*, Max Martin, Peter Carlsson Saxophone – Leon Silva*Written-By – Ariana Grande, Iggy Azalea, Ilya Salmanzadeh, Max Martin, Savan Kotecha

Backing Vocals – Jeanette Olsson, Savan KotechaCo-producer – Giorgio Tuinfort, Ilya*Edited By [Vocals] – Ilya*, RamiEngineer – Eric WeaverEngineer [Vocals] – Peter Carlsson Guitar – Carl Falk Producer – Carl Falk , RamiProducer [Vocals] – Ilya*, Rami Yacoub, Savan KotechaProgrammed By – Carl Falk , Ilya*, Max Martin, Rami, Shellback Written-By – Carl Falk , David Guetta, Giorgio Tuinfort, Rami Yacoub, Savan Kotecha

Coordinator [Production] – Andrew "McMuffin" Luftman*, Seif "Mageef" Hussain*Engineer – Chris "Anger Management" Sclafani*, Matthew TrybaEngineer [Assistant] – Bradford H. Smith*Engineer [For Mix, Assistant] – Phil SeafordInstrumentation By, Producer, Programmed By – Benny Blanco , Noel Zancanella, Ryan TedderWritten-By – Ammar Malik, Benjamin Levin, Noel Zancanella, Ryan Tedder

Engineer – Cory Bice, Jesse Taub, Ryan Shanahan, Sam HollandFeaturing, Instruments, Mixed By, Programmed By – ZeddProducer – Max Martin, ZeddWritten-By – Anton Zaslavski, Max Martin, Savan Kotecha

Engineer [Big Sean Vocals] – Greg RominieckiFeaturing – Big SeanInstruments, Producer, Programmed By – Key WaneProducer [Vocals] – SauceWritten-By – Ariana Grande, Dwane Weir*, Sean Anderson

Coordinator [Production] – Andrew "McMuffin" Luftman*, Seif "Mageef" Hussain*Engineer – Chris "Anger Management" Sclafani*Engineer [Assistant] – Bradford H. Smith*Engineer [For Mix, Assistant] – Phil SeafordFeaturing – Cashmere CatInstrumentation By, Producer, Programmed By – Benny Blanco , Cashmere Cat, LidoWritten-By – Benjamin Levin, Magnus August Høiberg, Peder Losnegård, Theron Thomas, Timothy Thomas

Coordinator [Production] – Donnie Meadows, Tanisha BroadwaterFeaturing – Childish GambinoProducer – @Oakwud*, @Popwansel*Producer [Assistant] – Kevin "Batos" Guardado*Written-By – Andrew "Pop" Wansel*, Bernard Edwards, Christopher Wallace, Donald Glover, Kirby Dockery*, Mason Betha, Nile Rodgers, Sean Combs, Steven Jordan, Warren "Oak" Felder*

Backing Vocals – Max Martin, SibelBass, Drums, Keyboards, Percussion, Programmed By – Ali PayamiEngineer – Jason "Daheala" Quenneville*, Sam HollandEngineer [Assistant] – Cory BiceGuitar – Niklas LjungfeltProducer – Ali Payami, Peter SvenssonProducer [Vocals, Additional] – Peter Carlsson Recorded By [The Weeknd's Vocals] – Jason "Daheala" Quenneville*Saxophone – Peter ZimneyWritten-By – Abel Tesfaye, Ahmad Balshe, Ali Payami, Max Martin, Peter Svensson, Savan Kotecha

Backing Vocals – Chonita Gillespie*, Joi Gilliam, Taura StinsonEngineer – Cory Bice, Sam HollandInstruments [All], Producer, Programmed By – Johan Carlsson Producer [Vocals] – Johan Carlsson , Peter Carlsson Strings – Mattias BylundWritten-By – Harry Styles, Johan Carlsson

Coordinator [Production] – Kim LumpkinEdited By [A$AP Ferg Vocals], Mixed By [A$AP Ferg Vocals] – Hector Delgado Featuring – A$AP Ferg*Music By [All], Producer – Paul "Hot Sauce" Dawson, Rodney "Darkchild" Jerkins*Recorded By – Matt ChamplinSound Designer – Greg Morgan Written-By – Adrianne Birge, Alicia Renee Williams, Darold Ferguson, Jr.*, Rodney Jerkins

Backing Vocals, Producer [Vocals] – Victoria McCantsEngineer, Engineer [Vocals], Programmed By – Tommy Brown Producer – Tommy (TBHITS) Brown*Written-By – Ariana Grande, Taylor Parks, Tommy (TBHITS) Brown*, Victoria McCants

Backing Vocals – Chonita Gillespie*, Ilya*, Joi Gilliam, Rickard Goransson*, Taura StinsonBass, Guitar – Rickard Goransson*Engineer – Sam HollandEngineer [Assistant] – Cory BiceEngineer [Jessie J's Vocals, Assistant], Producer [Jessie J's Vocals, Assistant] – Paul NorrisEngineer [Jessie J's Vocals], Producer [Jessie J's Vocals] – Kuk HarrellEngineer [Vocals], Drums – Peter Carlsson Horns – Jonas ThanderKeyboards – Johan Carlsson , Max Martin, Rickard Goransson*Percussion – Peter Carlsson , Rickard Goransson*Producer, Programmed By – Ilya*, Max Martin, Rickard Goransson*Written-By – Max Martin, Onika Maraj, Rickard Goransson*, Savan Kotecha

Engineer, Engineer [Vocals], Programmed By – Tommy Brown Music By – Travis SaylesProducer – Tommy Brown , Travis SaylesProducer [Vocals] – Victoria McCantsWritten-By – Ariana Grande, Dennis Jenkins, Tommy (TBHITS) Brown*, Travis Sayles, Victoria McCants

Arranged By [Vocals], Vocals – Carmen ReeceEngineer, Recorded By – Carlos King, Jose CardozaMusic By [All], Producer – Harmony SamuelsProducer [Vocals] – Jo BlaqWritten-By – Al Sherrod Lambert, Ariana Grande, H. "Carmen Reece "Culver*, Harmony Samuels, Maurice David Wade*