Arlen wrote this song with Billy Rose and E.Y.Harburg for the 1933 play "The Great Magoo"

It was originally titled "If You Believed in Me" but was changed to "It's Only a Paper Moon" when June Knight and Charles Rodgers sung it in the 1933 film "Take a Chance."