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Kredit diperoleh daripada catatan pelapik edisi deluxe daripada Confident.

Demi Lovato – lead vocals, background vocals, piano (tracks 5, 11), keys (track 10)

Iggy Azalea – vocals (track 6)

Sirah – vocals (track 7)

Savan Kotecha – background vocals (tracks 1, 2)

Ilya Salmanzadeh – background vocals (track 1), guitar (track 1), bass (track 1), keys (track 1), percussion (track 1), drums (track 13)

Oscar Holter – background vocals (track 1)

Colette Falla – background vocals (track 4)

Johan Carlsson – background vocals (tracks 4, 13), keys (tracks 4, 13), guitar (tracks 4, 13), percussion (track 4), bass (track 13)

Laleh Pourkarim – background vocals (tracks 5, 10, 11), piano (track 5), bass (tracks 5, 11), synth (tracks 5, 10, 11), percussion (track 11), organ (track 11), guitar (track 11)

Gustaf Thörn – background vocals (tracks 5, 10, 11), piano (tracks 5, 11), synth (tracks 5, 11), keys (track 10), organ (tracks 10, 11), bass (track 10)

Ryan Tedder – background vocals (track 8)

Ina Wroldsen – background vocals (track 9)

Rami Yacoub – background vocals (track 12)

Carl Falk – background vocals (track 12)

Kristoffer Fogelmark – background vocals (track 12)

Albin Nedler – background vocals (track 12)

Livvi Franc – additional background vocals (track 3)

Max Martin – keys (track 1), percussion (track 1)

Jonas Thander – saxophone (track 1)

Staffan Findin – trombone (track 1)

Stefan Persson – trumpets (track 1)

Karl Olandersson – trumpets (track 1)

Peter Carlsson – live drums (track 1)

Rickard Göransson – percussion (track 1)

Ali Payami – guitar (track 2), drums (track 2), percussion (track 2)

Jason Evigan – keys (track 3), all instrumentation (track 7)

Babydaddy – keys (track 3)

Mattias Johansson – violin (tracks 4, 13)

David Bukovinszky – cello (tracks 4, 13)

Mattias Bylund – strings (track 4)

Eru Matsumoto – cello (track 5)

Chris Laws – drums (tracks 6, 9)

Steve Mac – all keyboards (tracks 6, 9), all instrumentation (track 7)

Stargate – all instruments (track 8)

Paul Gendler – guitar (track 9)

Erik Arvinder – strings (track 11)