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Chastise
Severity Connotation
Using 'chastise' implies strong disapproval and is more intense than simply criticizing. 
Improve Behavior
'Chastise' is often used when the goal is to correct or change someone's behavior. 
Authority Figure
Typically, an authority figure such as a parent or a boss will 'chastise' someone under their oversight. 