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 (c.1812–1882), American pioneer, missionary, and author from Oregon