Personally, I think the number one reason for the parents' changing stories is fear of prosecution because of negligence on their part, no matter how small that might have been. If they had their eyes on him or had been protective of him this would never have happened. His parents were his guardians and they messed up.
As sad and unfortunate such circumstances are, they are not crimes nor would they make the parents criminals. IMO