Since then, Levine has found, the sticker cost of attending a four-year public or private university—tuition plus fees and room and board—has almost tripled after adjusting for inflation.

Aside from Wellesley, some of the other colleges with sticker prices of more than $90,000 this year include the University of Southern California at $95,000, Harvey Mudd College in California at ...