TY - JOUR AU - Shapiro,Jesse M. TI - Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital JF - National Bureau of Economic Research Working Paper Series VL - No. 11615 PY - 2005 Y2 - September 2005 UR - http://www.nber.org/papers/w11615 L1 - http://www.nber.org/papers/w11615.pdf N1 - Author contact info: Jesse M. Shapiro University of Chicago Booth School of Business 5807 S. Woodlawn Avenue Chicago, IL 60637 Tel: 773/834-2688 Fax: 773-753-0563 E-Mail: jmshapir@uchicago.edu M2 - featured in NBER digest on 2005-09-19 AB - From 1940 to 1990, a 10 percent increase in a metropolitan area's concentration of college-educated residents was associated with a .8 percent increase in subsequent employment growth. Instrumental variables estimates support a causal relationship between college graduates and employment growth, but show no evidence of an effect of high school graduates. Using data on growth in wages, rents and house values, I calibrate a neoclassical city growth model and find that roughly 60 percent of the employment growth effect of college graduates is due to enhanced productivity growth, the rest being caused by growth in the quality of life. This finding contrasts with the common argument that human capital generates employment growth in urban areas solely through changes in productivity. ER -