Pedophilia is not the source. I would wager it's the result of not being held accountable for such a long time, with virtually unlimited power. So it's only natural to fall into such depravity, you end up doing the most taboo shit just because you can.
On the other hand, if you're a pedophile without power, that's likely because you were a victim of a pedophile yourself.