The Obama administration urged Congress to make it easier for people to discharge a portion of certain student debt by filing for bankruptcy protection.

The recommendation, in a report by the Education Department and the Consumer Financial Protection Bureau, wouldn't affect the vast majority of student debt, which is issued by the federal government. It would apply only to the roughly $150 billion, or 15% of total outstanding student debt, issued by private lenders such as SLM Corp.'s...