Changes

**FORBES ranked the country’s most entrepreneurial schools based on the numbers of alumni and students who have identified themselves as founders and business owners on LinkedIn (adjusted to total student body size). This year we rank both research universities and [https://www.forbes.com/sites/liyanchen/2015/07/29/americas-most-entrepreneurial-colleges-2015/#2b2909e04604| smaller colleges] separately.

*data about TTOs (# and quality of employees)

*AUTM academic licensing data [http://www.autm.net/statt]