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- Mack Bailey, American folk singer with The Limeliters
- McKinley Bailey, Iowan politician
- Mark Bailey (disambiguation), multiple people
- J. Michael Bailey, American psychologist
- Michael Bailey (businessman), former CEO of the Compass Group
- Mildred Bailey, American singer
Read more about this topic: Bailey (surname)