A&R – Scooter Braun*, Wendy Goldstein
Arranged By [Horns], Recorded By [Horns], Saxophone – Jonas Thander
Arranged By [Strings], Edited By [Strings], Recorded By [Strings], Strings – Mattias Bylund
Backing Vocals – Chonita Gillespie*, Ilya*, Joi Gilliam, Max Martin, Savan Kotecha, Taura Stinson
Backing Vocals [Additional] – Alexander Kronlund, Jenny Schwartz, Jeremy Lertola, Noah “Mailbox” Passovoy*, Patrick Donovan (3), Sam Holland, Silke Lorenzen
Bass, Guitar, Keyboards, Percussion, Producer, Programmed By – Ilya*, Max Martin
Cello – David Bukovinszky
Edited By [Vocals] – Peter Karlsson*
Engineer – Sam Holland
Engineer [For Mix] – John Hanes
Mastered By – Aya Merrill, Tom Coyne
Mixed By – Serban Ghenea
Trombone – Stefan Findin*
Trumpet – Karl Olandersson, Stefan Persson
Violin – Mattias Johansson
Vocals – Ariana Grande
Written-By – Alexander Kronlund, Ilya Salmanzadeh, Max Martin, Savan Kotecha