There are plenty of colleges and universities in the United States named after communities. And many schools are in suburbs outside of cities. But, I had a hard time coming up with colleges with “suburb” or a form of that word in them. Here is the only one listed on a site containing over 6,500 colleges and universities:

-South Suburban College in South Holland, Illinois.

A good number of schools were founded before the mass suburbia of the twentieth century but many have started since then. Is “suburb” or “suburban” too generic? Does it not provide the level of prestige or status a school seeks? It is hard to drum up for support for a school linked to a sector of a metropolitan region or identified with suburban life?