What makes a terrorist stop being a terrorist?

Though data is sparse, we do know that people who leave terrorism behind statistically have a low chance of re-engagement. The question is: why? And if so many candidates for de-radicalization programs are already deeply disillusioned, is a program that focuses on changing how they think really responsible for making them “safe”?