It’s nothing to do with insurance.

When you cause an accident, you need to make a police report and you must not leave the scene. You also need to make sure the other driver is ok (even if he looks ok it doesn’t mean he is ok), if you thought he left, you still need to inform police so they can check up on him, not escape the scene