I had the same issue. There are definitely some purchases that my wife and I have made that my kids shouldn't have, but the way it works right now they can download anything that has already been purchased without needing permission. This is a deal breaker for me.
I did speak with apple support about this and he suggested hiding the purchases that the kids shouldn't have access to, but that's say more effort than its worth.