- D. R. Shackleton Bailey , British classical scholar
- Ramon Bailey , Jamaican soccer player
- David Bailey , one of several people including
- --- David Bailey , British photographer
- --- David Bailey , American actor
- --- David H. Bailey , mathematician
- ---David C. Bailey, a Canadian experimental high-energy physicist at the University Of Toronto
- --- David Bailey , professional Motocross racer
- Dawayne Bailey , American guitarist
- DeFord Bailey , American country musician
- Dennis Bailey , English footballer
- Derek Bailey , British guitarist
- Derrick Sherwin Bailey , British theologian
- Dona Bailey , game designer
- Donald A. Bailey , American politician
- Donald Bailey , developer of the Bailey Bridge
- Donovan Bailey , Jamaican-Canadian athlete
- J. A. Bailey , English cricketer and cricket administrator
- J. O. Bailey , American literary academic
- Jack Bailey , American actor
- James Bailey , American mayor
- James Bailey , American basketball player
- James Anthony Bailey , American circus proprietor
- James E. Bailey , American politician
- Jerry Bailey , American jockey
- Jo Bailey , Australian hairdresser
- Joel Bailey , American soccer player
- Joh Bailey , Australian hairdresser
- John Bailey , one of several people including
- --- John Moran Bailey (United States politician)
- --- John Bailey (British actor)
- Jonathan Bailey , British bishop
- Joseph Weldon Bailey , American politician
- Josiah William Bailey , American politician
- Judith I. Bailey , American university president
- Judy Bailey , New Zealand television personality
- Julian Bailey , British racing driver
- Raymond Bailey , American actor
- Rob Bailey , English cricketer
- Robert Bailey , American football player
- Robert D. Bailey, Sr. , American politician
- Robert D. Bailey , American politician
- Robert Francis Bailey , supposed case of spontaneous combustion
- Ronald Bailey , American journalist and documentary maker
- Roy Bailey , one of a number of people including
- --- Roy Bailey , Canadian Politician
- Roy Bailey , UK Folk singer
- Roy Bailey , Volcanologist with the United States Geological Survey
- Roy Bailey , former Association Football (soccer) player
- Tania Bailey , British squash player
- Temple Bailey , American writer
- Theodorus Bailey , one of several people including
- --- Theodorus Bailey , (1758-1828), United States senator from New York.
- --- Theodorus Bailey , (1805-1877), A naval officer in the U.S. Civil War and the senator's nephew.
- Thomas A. Bailey , American historian
- Thomas L. Bailey , American politician
- Thomas Bailey (Controversialist)
- Thurl Bailey , American basketball player
- Thomas Aaron Bailey , American libertarian activist
- Tom Bailey , British musician
- Trevor Bailey , English cricketer
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