Joseph or Joe Bailey may refer to:

Sports Joe Bailey (English footballer) (1890–1974), English footballer Joe Bailey (Australian footballer) (1921–1996), Australian rules footballer Joseph Bailey (cricketer) (born 1942), Bermudian cricketer Joe Bailey (ice hockey), Canadian ice hockey player Joe Bailey (wrestler) (1886–1951), Australian professional wrestler J. C. Bailey (Joseph Carl Bailey Jr., 1983–2010), American professional wrestler Joe Bailey (rugby union) (born 2004), English rugby union player

Politics Sir Joseph Bailey, 1st Baronet (1783–1858), Welsh Ironmaster and MP for Worcester and Breconshire Joseph Bailey (Pennsylvania politician) (1810–1885), U.S. Representative from Pennsylvania Joseph Bailey (Sudbury MP) (1812–1850), British MP for Sudbury 1837–1841 and Herefordshire 1841–1850 Joseph M. Bailey (1833–1895), American jurist and politician Joseph Bailey, 1st Baron Glanusk (1840–1906), British MP and Lord Joseph Bailey, 2nd Baron Glanusk (1864–1928), British Army officer and peer Joseph Weldon Bailey (1862–1929), Congressman and senator from Texas Joseph Weldon Bailey Jr. (1892–1943), Congressman from Texas and son of Joseph Weldon Bailey

Other Joseph Bailey (general) (1825–1867), American Civil War general Joseph Bailey (author), American author and psychologist

See also Joseph Bailly (1774–1835), Canadian fur trader Joseph A. Bailly (1825–1883), American sculptor Joseph Baylee (1808–1883), theological writer Jo Bailey (born 1970), maiden name of Jo Silvagni, Australian model and television personality