Liz Weeks listened to her parents. Go to college, they said. Then get a good job, save for a down payment and buy a home. That was how they achieved financial success.

So she followed their playbook. She borrowed more than $165,000 to attend the University of Rochester, and then law school at Syracuse University. Now 32, she is a regulatory attorney in Seattle.

But...