Margaret Bailey may refer to:
Margaret Ann Montgomery Bailey (1879–1955), Australian headmistress Margaret E. Bailey (1915–2014), first black United States Army Nurse Corps colonel Margaret Jewett Smith Bailey (1812–1882), American pioneer, missionary, and author from Oregon Margaret Bailey Chandler (1929–1997), American community leader