Thistlethwaite was the 15th head football coach for at Northwestern University located in Evanston, Illinois and held that position for five seasons, from 1922 until 1926. His coaching record at Northwestern was 21 wins, 17 losses, and 1 tie. This ranks him tenth at Northwestern in total wins and seventh at Northwestern in winning percentage.