The Bush family dynasty was made by financing Hitler's military build-up. This is how the family became very wealthy, and the wealth was passed down. So it does matter who HW Bush's father was.

On the other hand, I'll bet there are plenty of perfectly well-adjusted people who had fathers that were Nazi soldiers.