The proportion of the U.S. college-going population made up by nontraditional students — at least by some common markers — has dropped off in recent years as the economy has continued to improve.

And among those pursuing graduate education, the share of black students accumulating significant student debt levels has shot up sharply, outpacing other student groups.

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