Sunday, December 7, 2025

Colleges Are Closing. Who Might Be Next? How machine learning can fill data gaps and help forecast the future - Robert Kelchen, Dubravka Ritter & Douglas Webber, Education Next

These simulations point to the precarious potential situation facing postsecondary education in the coming years, especially if the demographic cliff materializes in a moderate to severe fashion. While some of the estimated increases might seem small at the national level, they would be significant for the handful of localities predicted to experience college closures in a given year. It is important to reiterate that most institutions that close are somewhat smaller than average, with the median closed school enrolling a student body of about 1,389 full-time equivalent students several years prior to closure. That said, for institutions located in small towns, these colleges are still one of the largest employers in the region. This means that many (if not all) of these additional predicted closures are likely to be at the sorts of local institutions that are significant economic engines and act as community anchors.

https://www.educationnext.org/colleges-are-closing-who-might-be-next-how-machine-learning-fill-data-gaps-forecast-future/