It's never fair to stereotype any group of people, including teenagers. Regardless of their social standing at this impressionable age, they all make their own choices and have a variety of options for the rest of their lives.
Teenagers commit crimes for many reasons: Outside influences, social pressures, economic standing and much more. However, parents often feel stunned when learning that a child got arrested. They cannot believe the child would make that decision.