No. For both children and adults, sentencing strictness only deters a SINGLE category of crime--white collar.

Most other forms of crime, especially violent, are almost completely insensitive to the harshness of any possible punishment sentence.

If a brain is sufficiently broken that it no longer has the limiter against harming another human being, prison sentences won't do anything to fix that.