"Shoo Shoo Baby" is a popular song written by Phil Moore. The song was made famous by The Andrews Sisters, as they sang it in the 1943 film Three Cheers for the Boys. "Shoo, Shoo Baby" was a big hit for the trio in 1944, reaching No. 6 in the chart. Their version features a jazzy vocal pop arrangement typical of the time, with a key hook provided by the horns. It was and has appeared on many albums of 1940s music.