IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/11615.html
   My bibliography  Save this paper

Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital

Author

Listed:
  • Jesse M. Shapiro

Abstract

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.

Suggested Citation

  • Jesse M. Shapiro, 2005. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," NBER Working Papers 11615, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:11615
    Note: LS
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w11615.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Daron Acemoglu, 1996. "A Microfoundation for Social Increasing Returns in Human Capital Accumulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 779-804.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Meier, Volker & Schiopu, Ioana, 2015. "Optimal higher education enrollment and productivity externalities in a two-sector model," Journal of Public Economics, Elsevier, vol. 121(C), pages 1-13.
    2. Yujing Xu, 2022. "Unobservable investments, trade efficiency and search frictions," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(2), pages 764-799, May.
    3. Carolina Arteaga Cabrales, 2011. "Human Capital Externalities and Growth," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 29(66), pages 12-47, December.
    4. Bruce Fallick & Charles A. Fleischman & James B. Rebitzer, 2006. "Job-Hopping in Silicon Valley: Some Evidence Concerning the Microfoundations of a High-Technology Cluster," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 472-481, August.
    5. Caballero, Ricardo J., 1999. "Aggregate investment," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 12, pages 813-862, Elsevier.
    6. Ay?egül ?ahin & Joseph Song & Giorgio Topa & Giovanni L. Violante, 2014. "Mismatch Unemployment," American Economic Review, American Economic Association, vol. 104(11), pages 3529-3564, November.
    7. Kong, Dongmin & Zhang, Bohui & Zhang, Jian, 2022. "Higher education and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 72(C).
    8. Naoki Shintoyo, 2008. "Creation of jobs and firm-sponsored training in a matching model of unemployment," Journal of Economics, Springer, vol. 93(2), pages 145-176, March.
    9. Tim Besley, 2001. "From micro to macro: public policies and aggregate economic performance," Fiscal Studies, Institute for Fiscal Studies, vol. 22(3), pages 357-374, September.
    10. Charles Leung & Sam Tang & Nicolaas Groenewold, 2006. "Growth Volatility and Technical Progress: A Simple Rent-seeking Model," Journal of Economics, Springer, vol. 88(2), pages 159-178, August.
    11. P. Giannoccolo, 2004. "The Brain Drain. A Survey of the Literature," Working Papers 526, Dipartimento Scienze Economiche, Universita' di Bologna.
    12. Daron Acemoglu, 1999. "Changes in Unemployment and Wage Inequality: An Alternative Theory and Some Evidence," American Economic Review, American Economic Association, vol. 89(5), pages 1259-1278, December.
    13. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
    14. Booth, Alison L. & Coles, Melvyn, 2007. "A microfoundation for increasing returns in human capital accumulation and the under-participation trap," European Economic Review, Elsevier, vol. 51(7), pages 1661-1681, October.
    15. Mendolicchio Concetta & Paolini Dimitri & Pietra Tito, 2012. "Asymmetric Information And Overeducation," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-29, October.
    16. Daron Acemoglu & Philippe Aghion & Rachel Griffith & Fabrizio Zilibotti, 2010. "Vertical Integration and Technology: Theory and Evidence," Journal of the European Economic Association, MIT Press, vol. 8(5), pages 989-1033, September.
    17. Wheeler, Christopher H., 2007. "Job Flows And Productivity Dynamics: Evidence From U.S. Manufacturing," Macroeconomic Dynamics, Cambridge University Press, vol. 11(2), pages 175-201, April.
    18. Luis Eduardo Arango & Gabriela Bonilla, 2015. "Human capital agglomeration and social returns to education in Colombia," Borradores de Economia 12788, Banco de la Republica.
    19. Christopher Flinn & Ahu Gemici & Steven Laufer, 2017. "Search, Matching, and Training," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 260-297, April.
    20. Patrick Kline & Enrico Moretti, 2014. "People, Places, and Public Policy: Some Simple Welfare Economics of Local Economic Development Programs," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 629-662, August.

    More about this item

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • N92 - Economic History - - Regional and Urban History - - - U.S.; Canada: 1913-
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:11615. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.