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Max Martin – music production (tracks 1, 2), programming (track 1), additional programming (track 2)

Ilya Salmanzadeh – music production (tracks 1, 13), programming (track 1), drums programming (track 13)

Ali Payami – music production (tracks 2, 4), programming (track 2)

Jason Evigan – music production (tracks 3, 7)

Johan Carlsson – music production (tracks 4, 13), vocal production (tracks 4, 13), drums programming (track 13)

Laleh Pourkarim – music production (tracks 5, 10, 11), vocal production (track 10), cello arrangement (track 5), engineering (tracks 5, 10, 11), drum programming (tracks 5, 10, 11), FX programming (track 10), synth programming (track 11)

Steve Mac – music production (tracks 6, 7, 9)

Stargate – music production (track 8)

Carl Falk – music production (track 12), programming (track 12)

Rami Yacoub – music production (track 12), programming (track 12)

Babydaddy – additional production (track 3)

Mitch Allan – vocal production (tracks 3, 7, 8)

Peter Carlsson – vocal production (tracks 4, 13)

Gustaf Thörn – assistant production (track 10), assistant engineering (tracks 5, 10, 11), string arrangement (track 5), synth programming (track 11)

Sam Holland – engineering (tracks 1, 2, 4, 13)

Jonas Thander – horn arrangement (track 1)

Isaiah Tejada – additional programming (track 3)

Spencer Bastian – additional programming (track 3)

Noah "Mailbox" Passovoy – engineering (track 4)

Dann Pursey – engineering (tracks 6, 9)

Chris Laws – engineering (tracks 6, 9), additional engineering (track 7)

Cory Bice – engineering (track 13)

Mattias Bylund – strings arrangement (tracks 4, 13)

Daniela Rivera – additional engineering (track 8), assistant engineering (track 8)

Mag – FX programming (track 10), drum programming (track 10)

Serban Ghenea – mixing (tracks 1-7, 9-13)

Phil Tan – mixing (track 8)