Norman Bailey may refer to:
Norman Bailey (footballer) (1857–1923), English footballer
Norman C. Bailey (1890–1969), American politician from Virginia
E. Norman Bailey (fl. 1930s), British architect, particularly of cinemas
Norman Bailey (musician) (1913–1984), American musician with the Lawrence Welk orchestra
Norman A. Bailey (born 1931), American former senior staffer of the National Security Council
Norman Bailey (bass-baritone) (1933–2021), British operatic bass-baritone
