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1921, imitative of the command to be quiet (1904), an expansion of sh. Related: Shushed; shushing.
To tell someone to be quiet and stop talking • Very often a command: ''Shush!'' he shouted, uselessly, to the large noisy hound
[1905+; the dated form is spelled sush]