Adapted from the album liner notes. • Nelson Beato – gospel studio choir (track 14) •
Jeff Bhasker – producer, keyboards and drums programming (track 14) • Cory Bice – assistant engineer (tracks 1, 2, 3, 9, 11); engineer (track 17) • Edie Lehmann Boddicker – vocal contracting, gospel choir conducting, gospel studio choir (track 14) • Alexandra Brown – gospel studio choir (track 14) • Denise Carite – gospel studio choir (track 14) • Charlean Carmon – gospel studio choir (track 14) • Carmen Carter – gospel studio choir (track 14) •
Tom Coyne – mastering (track 9) •
Mark Crew – production, keyboards, programming (track 17) • Aubry Delaine – additional engineering, Nicki Minaj vocal recording (track 4) •
Francesco Donadello – engineer (track 15) • Monique Donnelly – gospel studio choir (track 14) •
Duke Dumont – producer, synths, drums, programming (track 4) • Carmel Echols – gospel studio choir (track 14) • Luke Edgemon – gospel studio choir (track 14) • Anthony Evans – gospel studio choir (track 14) •
Rationale – electric guitar, bass, programming (track 17) • Iain Findlay – vocal assistant engineering (Nicki Minaj's vocals, track 4) • Rachael Findlen – engineer (tracks 4, 5, 6, 7, 8, 10, 14–17); vocal production (tracks: 7, 8) • Nicole Franz – art direction •
Sia – background vocals (track 9) •
Jack Garratt – production, all instruments (track 6) • James Alan Ghaleb – guitar (track 9) •
Serban Ghenea – mixing • Jim Gilstrap – gospel studio choir (track 14) • Lauren Gluckman –
A&R • John Hanes – mixing engineer • Sam Holland – engineer (track 1, 3, 9, 11, 17) • Oscar Holter – keys (track 11, 12); production, vocal production, programming (track 12) • Casey Hooper – guitars (track 10) • Stephen Hybicki – engineer (track 10) • Illangelo – additional production, additional drum programming (track 14) •
Ilya – production, programming, arranging, drums, percussion, guitars, bass, keys (track 17) • Clydene Jackson – gospel studio choir (track 14) • Hayden James – production; guitar, bass, background vocals, synths (track 5) • Peter Karlsson – vocal editing (tracks 1, 2, 3, 9, 11, 14); additional vocal production (track 8); percussion (track 9) • Briana Lee – gospel studio choir (track 14) • Jeremy Lertola – assistant engineer (tracks: 1, 2, 3, 9, 11); engineer (track 17) • David Loucks – gospel studio choir (track 14) • Elof Loelv – production, engineer, programming, drums, bass, piano, synthesizers (track 14) • Ted Lovett – layout •
Skip Marley – featured vocals, background vocals (track 9) • Max Martin – background vocals, programming, Prophet 6,
solina (track 9), percussion; acoustic guitar (track 8); vocal production (tracks: 8, 13), executive producer •
Migos – featured vocals (track 11) • Jamie McCrary – gospel studio choir (track 14) • Randy Merrill – mastering • Zeke Mishanec – assistant engineer (track 4) • Ryan Nasci – engineer (track 14) • Dustin O'Halloran – producer, all instruments, arrangement (track 15) • Pino Palldino – bass (track 14) • Noah Passovoy – additional keys, programming (track 4, 10); engineer (tracks 4, 6, 10, 14, 16, 17), vocal production (tracks 5, 6, 10, 14, 16, 17); vocal editing (track 7, 12); additional production (tracks 4, 10); percussion (track 10) • Ali Payami – acoustic guitar (track 1); drums, bass, synths, piano (tracks 1, 8, 9); additional vocal production, programming, keys, electric guitar, background vocals, production (track 8); percussion (tracks 8, 9); hand claps (track 9) • Louis Price – gospel studio choir (track 14) •
Katy Perry – background vocals (tracks 3, 9), vocals, executive producer • Daryl McPherson – Migos vocal production • Joshua Moreau – bass (track 10) • Corin Roddick – production, vocal production (track 12) • David Rudnick – front and back cover art direction • Scooly – production (track 10) • Aretha Scruggs – gospel studio choir (track 14) • Tony Scruggs – gospel studio choir (track 14) •
Shellback – production; background vocals (track 3); keys, programming (track 11) • PJ Sledge – keyboards (track 4) •
Felix Snow – production, vocal manipulations, programming, guitar (track 16) • Thomas Stell – synths (track 5) • Carmen Twillie – gospel studio choir (track 14) • Oren Waters – gospel studio choir (track 14) • Will Wheaton – gospel studio choir (track 14) • Mike Will Made It – production (track 10) • Eyvonne Williams – gospel studio choir (track 14) • Brandon Winbush – gospel studio choir (track 14) • Jason Woods – gospel studio choir (track 14) ==Charts==