Justice Bailey may refer to:

John O. Bailey (1880–1959), chief justice of the Oregon Supreme Court Joseph M. Bailey (1833–1895), chief justice of the Illinois Supreme Court Lawrence Dudley Bailey (1819–1891), associate justice of the Kansas Supreme Court Levin C. Bailey (c. 1892–1952), judge of the Maryland Court of Appeals

See also Judge Bailey (disambiguation)