Huge numbers of people don’t graduate, and the people who don’t graduate are more likely to struggle to pay down their debts, so they might have higher debt burdens.
Also, why in the world would one want to exclude for-profit colleges? Kids get told to go to college, and the least qualified kids go to for-profit colleges. Excluding this group of students seems like cherry picking, and it really doesn’t seem reflective of the national story.