What is the purpose of punishment?

We already know, based on a lot of research, that it does not decrease recidivism. When people are incarcerated, they are contained for the period of time of their sentence, but when they are released, they actually are more likely to engage in more criminal behavior. So, what exactly is the purpose of punishment?

What is the purpose of punishment?
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