From 1940 to 1990, a 10 percent increase in a metropolitan area's concentration of college-educated residents was associated with a 0.6 percent increase in subsequent employment growth. Using data on growth in wages and house values, Shapiro's model suggests that roughly two-thirds of the growth effect of human capital is due to enhanced productivity growth, the rest being caused by growth in the quality of life.