| 5 | Me Against the Music- recording engineer:
- Mark “Spike” Stent and Brian “B‐Luv” Thomas
- programming:
- Christopher Stewart
- assistant engineer:
- Rob Haggert, Charles McCrorey, Tim Roberts and David Treahearn
- co-producer:
- Penelope Magnet
- producer:
- Trixster
- mixer:
- Serban Ghenea and Mark “Spike” Stent
- editor:
- John Hanes , Brian “B‐Luv” Thomas and Paul ‘P Dub’ Walton
- guitar:
- Gary O'Brien
- other instruments:
- Christopher Stewart
- background vocals:
- Courtney Copeland, Roxanne Estrada, Penelope Magnet and Emma Roads
- background vocals and lead vocals:
- Britney Spears
- guest lead vocals:
- Madonna
- arranger:
- Steve Lunt , Penelope Magnet, Britney Spears and Christopher Stewart
- phonographic copyright (℗) by:
- Zomba Recording LLC (in 2003)
- recorded at:
- Battery Recording Studios in New York, New York, United States, Olympic Studios in Barnes, Richmond upon Thames, London , England, United Kingdom and Triangle Sound Studios in Atlanta, Georgia, United States
- mixed at:
- MixStar Studios in Virginia Beach, Virginia, United States and Olympic Studios in Barnes, Richmond upon Thames, London , England, United Kingdom
- music videos:
- "Me Against the Music" The Video by Britney Spears feat. Madonna
- recording of:
- Me Against the Music
- writer:
- Madonna Louise Veronica Ciccone , Penelope Magnet, Gary O'Brien, Britney Spears, Christopher Stewart , Tab and Terius Youngdell Nash
- publisher:
- 7 Syllables Music, Britney Spears Music, Bughouse c/o Windswept, Copyright Control , Dalmation Songs Ltd. , Hitco South, March Ninth Music Publishing , Songs of Peer, Ltd. , Tabulous Music, Webo Girl Publishing, Inc. and Zomba Songs Inc.
| Britney Spears feat. Madonna | 3.75 | 4:41 |