“All the things we’re measuring are important for students choosing a college,” a senior administration official said. “It’s important to us that colleges offer good value for their tuition dollars, and that higher education offer families a degree of security so students aren’t left with debt they can’t pay back.”

Mr. Obama hopes that starting in 2018, the ratings would be tied to financial aid, so that students at highly rated colleges might get larger federal grants and more affordable loans. But that would require new legislation.

“I think there is bipartisan support for some of these ideas, as we’ve seen in states where the governors have been working on them,” said the administration official, who spoke on condition of anonymity in order to disclose information not yet made public.

Ohio, Tennessee and Indiana have made moves toward linking aid to educational outcomes. But in the divisive Congressional atmosphere, it is not clear how much backing there would be for such proposals.