America produce huge amount of smart educated people. They choose to not do PhD, because financially it is often sucky decision.

It has nothing to do with elementary or high schools performance. Those produce capable kids enough. It has to do with decisions and priorities those people have as young adults. And they are not even making bad decisions, for them not doing PhD is rational choice.