Moretti estimates spillovers from college education by comparing wages for otherwise similar individuals who work in cities with different shares of college graduates in the labor force. He finds that a percentage point increase in the supply of college graduates raises high school drop-outs' wages by 1.9 percent, high school graduates' wages by 1.6 percent, and college graduates' wages by 0.4 percent.