Are the parents always to blame? For the actions of their children.

Yes, unless the child was born with the problem already in their brain.

Kind of? It's their responsibility to raise their children and no kids is born wanting to do bad things. But in our society things that kids are exposed to could have an effect on their actions as well as mental illnesses