Acoustic Bass [Bass] – Geoff Osika, Nico Abondolom*
Arranged By [Album Strings Arranged By] – Beck Hansen, David Richard Campbell*
Backing Vocals – Roger Joseph Manning Jr. (tracks: 1 to 3, 5)
Cello – Eric Byers, Suzie Katayama, Timothy Landauer*
Cello [Principal Cello] – Steve Richards
Conductor – David Richard Campbell*
Contractor – Suzie Katayama
Design [Design Assistance] – Christoper Lee Lyons
Design, Art Direction – Beck Hansen, Jimmy Turrell, Steve Stacey
Engineer – Alex Pasco, Beck Hansen, Cassidy Turbin, Cole M.G.N., Darrell Thorp, David "Elevator" Greenbaum*, Florian Lagatta, Greg Kurstin, Jesse Shatkin, Julian Burg
Guitar, Bass, Drums, Piano, Synthesizer, Clavinet, Electric Piano [Rhodes], Mellotron, Marimba, Organ, Percussion – Greg Kurstin
Mastered By – Chris Bellman, Emily Lazar, Randy Merrill, Tom Coyne
Mixed By – Beck Hansen (tracks: 6, 8), Greg Kurstin (tracks: 6, 8), Serban Ghenea (tracks: 1 to 5, 7, 9, 10)
Mixed By [With] – Darrell Thorp (tracks: 6, 8), David "Elevator" Greenbaum* (tracks: 6, 8), Tom Coyne (tracks: 6, 8)
Photography By [Cover] – Péter Hapák
Photography By [Interior] – Eliot Lee Hazel
Producer – Beck Hansen, Cole M.G.N. (tracks: 7), Greg Kurstin (tracks: 1 to 6, 8, 9)
Viola [Principal Viola] – Andrew Duckles
Violin – Josefina Vergara, Mario DeLeon, Michele Richards, Natalie Leggett, Sara Parkins, Songa Lee, Tereza Stanislav
Violin [Violin (Concert Masters)] – Charlie Bisharat
Vocals, Guitar, Piano, Electric Piano [Rhodes], Organ, Synthesizer, Bass, Glockenspiel, Percussion – Beck Hansen
Written-By – Beck Hansen, Greg Kurstin (tracks: 1 to 6, 8, 9)