Bass – Daniel ShulmanDrums, Sampler, Effects, Noises – Butch VigGuitar, Keyboards – Duke EriksonGuitar, Sampler – Steve MarkerProducer, Recorded By – GarbageVocals – Shirley Manson

Engineer [Assisted By] – Victor JanacuaMixed By – Pat McCarthyProducer – R.E.M., Scott LittRecorded By [Chicago Dressing Room Recording By] – Jeff Wooding, Scott Litt

Acoustic Guitar – Nanci GriffithBass – Dean FelberDrums – Jim "Soni" Sonefeld*Electric Guitar – Doug LancioEngineer [Additional] – Doug Trantow, Kevin ScottMandolin – Mark BryanOrgan [Hammond B-3] – James HookerPercussion – Pat McInerneyProducer, Engineer, Mixed By – Don GehmanVocals – Darius RuckerWritten By – R Veal

Bass – Karl MuellerDrums – Sterling CampbellEngineer – Jeff Tomie*, Randy Pekick*Guitar, Vocals – Daniel MurphyKeyboards – Joey HuffingtonMixed By – Steve LyonOther [Special Guidance] – Kenny MacPhersonProducer – Soul Asylum Vocals, Guitar – David Pirner

Bass – Dermont Lynch*Drums, Percussion – Alan BezoziEngineer, Mixed By – Marc DeSistoGuitar, Organ [Pump] – Tim BradshawProducer – Joe ChiccarelliVocals, Whistling, Guitar – Peter Stuart

Engineer – John Harris, Tom Lord-AlgeMixed By – Tom Lord-AlgeOther [Recording Supervision] – Phil SchusterProducer – Alex Coletti

Engineer – Jeff MoleskiProducer – Billy Corgan, Tim Rutilli

Producer, Engineer, Mixed By – Mark Linkous

Bass – Greg RichlingDrums – Carla AzarEngineer [Assistance] – Doug Boehme*, Victor JanacuaGuitar – Marc RibotKeyboards [Optigan], Vibraphone [Vibes] – Jon BrionPercussion – Patrick McCarthy*Producer, Recorded By, Mixed By – Joe Henry, Patrick McCarthy*Vocals – MadonnaVocals, Guitar, Bass, Vibraphone [Vibes] – Joe Henry

Engineer – Steve RizzoProducer – Billy O'Connell, Kristin Hersh

Producer, Engineer, Mixed By – John Morand, Richard Hasal

Banjo, Cornet [Coronet] – Bill TaftBass, Percussion – Don McCollisterEngineer – Don McCollisterEngineer [Assisted By] – Glenn MatulloGuitar [Slide], Vocals – Amy RayGuitar, Piano, Vocals – Emily SaliersPercussion, Drums – Michael LorantProducer – Don McCollister, Indigo Girls

Bass, Guitar, Recorded By, Mixed By – Rusty McCarthyRecorded By, Mixed By, Producer – Mary Margaret O'HaraViolin – Hugh MarshVoice – M²OH*

Bass – Tina ChesnuttCello – Joey BurnsDrums – Don HeffingtonDrums, Vibraphone [Vibes] – John ConvertinoOther [Assisted By] – John ChelewPedal Steel Guitar – Greg LeiszRecorded By – Billy Bizeau, Fred DrakeVocals, Acoustic Guitar – Vic ChesnuttVocals, Electric Guitar, Written-By – Victoria Williams