- Personnel
- Drums: Jonathan Moffett, Jeff Porcaro, John Robinson
- Percussion: Luis Conte, Paulinho da Costa
- Bass: Guy Pratt, Randy Jackson
- Guitars: Chester Kamen, David Williams, Dann Huff, Bruce Gaitsch
- Requinto: Marcos Loya
- Synthesizers: Patrick Leonard, Jai Winding, Stephen Bray, Madonna
- Acoustic piano, B3 organ, Clavinet: Patrick Leonard
- Marimba: Joe Porcaro
- Tambourine: Sandra Crouch
- Brass section: Chuck Findley, David Boruff, Steven Madaio, Dick Hyde
- French horns: Joseph Mayer, Richard Todd
- Solo cello: Larry Corbett
- Backing vocals: Madonna, Niki Harris, Marilyn Martin, Donna DeLory, Ali Nadirah, Lynne Fiddmont, Rose Banks, Marcos Loya, The Andrae Crouch Choir
- Horn arrangement: Chuck Findley
- Strings arranged and conducted by Bill Meyers
- Concertmaster: Suzie Katayama
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- Production
- Producers: Madonna, Patrick Leonard, Stephen Bray, Prince
- Engineers: Bill Bottrell, Eddie Miller, Stephen Shelton, Heidi Hanschu
- Additional engineers: Michael Vail Blum, Robert Salcedo, Stacy Baird, Joe Schiff
- Mixing: Bill Bottrell
- Mastering: Bob Ludwig
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