E. Gordon Gee, chancellor of Vanderbilt, a top-tier university in Nashville, Tennessee, has an enviable distinction: he is the only US university head who earns more than $1m (£530,000) a year.

Last year, Mr Gee earned a salary of $905,296 plus $265,915 in benefits and a sizeable expense account.