This does not seem quite right to me. You do not need student loans for a PhD, rather you are paid (relatively poorly) while being a PhD student. And, anecdotal

This does not seem quite right to me. You do not need student loans for a PhD, rather you are paid (relatively poorly) while being a PhD student. And, anecdotally, most people in my PhD program were lower middle class, not upper class.