Bailey’s works include:
- Daily Life in Bible Times
- The Arts and Religion (editor & contributor)
- Pictures in the Upper Room
- Art and Character
- Christ and His Gospel in Recent Art
- Jesus and His Teachings: The Approach Through Art
- History of the Hebrew Commonwealth
- Art Studies of the Life of Christ
- The Gospel in Art
- On Nazareth Hill
- The Gospel in Hymns (New York: Charles Scribner’s Sons, 1950)