IDEAS home Printed from https://ideas.repec.org/p/bdi/wptemi/td_1127_17.html
   My bibliography  Save this paper

Human capital and urban growth in Italy, 1981-2001

Author

Listed:
  • Francesco Giffoni

    (CSIL)

  • Matteo Gomellini

    (Bank of Italy)

  • Dario Pellegrino

    (Bank of Italy)

Abstract

This paper analyses the contribution of human capital, measured using the share of residents holding a college degree, to urban growth, gauged by the growth in employment, between 1981 and 2001. According to our estimates, starting with a ten per cent higher share of college-educated residents was associated with a higher growth in employment in the 0.5-2.2 per cent range. These results hold when considering both the municipal and the local labour market (LLM) levels, and they are robust to a wide set of urban characteristics. Our findings are confirmed using a measure of education dating back to 1931 as an instrument for human capital. Furthermore, we exploit a spatial localization model with human capital premiums to disentangle the estimated effect into two components related to productivity and life quality respectively. We find that productivity contributed to more than 60 per cent of the effect of human capital on urban growth at municipal level, and to over 90 per cent at the wider LLM level.

Suggested Citation

  • Francesco Giffoni & Matteo Gomellini & Dario Pellegrino, 2017. "Human capital and urban growth in Italy, 1981-2001," Temi di discussione (Economic working papers) 1127, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:wptemi:td_1127_17
    as

    Download full text from publisher

    File URL: http://www.bancaditalia.it/pubblicazioni/temi-discussione/2017/2017-1127/en_tema_1127.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    2. Glaeser, Edward L. & Scheinkman, JoseA. & Shleifer, Andrei, 1995. "Economic growth in a cross-section of cities," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 117-143, August.
    3. Giuseppe Albanese & Guido de Blasio, 2016. "Civic Capital and Development: Italy, 1951-2001," Politica economica, Società editrice il Mulino, issue 1, pages 47-64.
    4. Alberto Dalmazzo & Guido De Blasio, 2005. "Where Do Human Capital Externalities End Up To?," ERSA conference papers ersa05p628, European Regional Science Association.
    5. Alberto Dalmazzo & Guido de Blasio, 2011. "Amenities and skill‐biased agglomeration effects: Some results on Italian cities," Papers in Regional Science, Wiley Blackwell, vol. 90(3), pages 503-527, August.
    6. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    7. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    8. Henri L.F. de Groot & Gerard Marlet & Coen Teulings & Wouter Vermeulen, 2015. "Cities and the Urban Land Premium," Books, Edward Elgar Publishing, number 16515.
    9. Edward L. Glaeser & Matthew G. Resseger, 2010. "The Complementarity Between Cities And Skills," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 221-244, February.
    10. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    11. Gabaix, Xavier & Ioannides, Yannis M., 2004. "The evolution of city size distributions," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 53, pages 2341-2378, Elsevier.
    12. Alberto Dalmazzo & Guido Blasio, 2007. "Production and consumption externalities of human capital: an empirical study for Italy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(2), pages 359-382, April.
    13. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    14. Dwight W. Adamson & David E. Clark & Mark D. Partridge, 2004. "Do Urban Agglomeration Effects and Household Amenities have a Skill Bias?," Journal of Regional Science, Wiley Blackwell, vol. 44(2), pages 201-224, May.
    15. repec:hoo:wpaper:e-95-4 is not listed on IDEAS
    16. Stuart A. Gabriel & Stuart S. Rosenthal, 2004. "Quality of the Business Environment Versus Quality of Life: Do Firms and Households Like the Same Cities?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 438-444, February.
    17. Edward L. Glaeser & Joshua D. Gottlieb, 2006. "Urban Resurgence and the Consumer City," Urban Studies, Urban Studies Journal Limited, vol. 43(8), pages 1275-1299, July.
    18. Edward L Glaeser & Jesse M Shapiro, 2003. "Urban Growth in the 1990s: Is City Living Back?," Journal of Regional Science, Wiley Blackwell, vol. 43(1), pages 139-165, February.
    19. Glaeser, Edward L., 2008. "Cities, Agglomeration, and Spatial Equilibrium," OUP Catalogue, Oxford University Press, number 9780199290444.
    20. Malanima, Paolo, 2005. "Urbanisation and the Italian economy during the last millennium," European Review of Economic History, Cambridge University Press, vol. 9(1), pages 97-122, April.
    21. Di Addario, Sabrina & Patacchini, Eleonora, 2008. "Wages and the City. Evidence from Italy," Labour Economics, Elsevier, vol. 15(5), pages 1040-1061, October.
    22. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 49, pages 2119-2171, Elsevier.
    23. Xavier Gabaix, 1999. "Zipf's Law and the Growth of Cities," American Economic Review, American Economic Association, vol. 89(2), pages 129-132, May.
    24. Marco Percoco, 2013. "Geography, institutions and urban development: Italian cities, 1300–1861," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(1), pages 135-152, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rosario Maria Ballatore & Vincenzo Mariani, 2019. "Human Capital Differentials Across Urban and Rural Areas in Italy. The Role of Migrations," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 5(2), pages 307-324, July.
    2. Antonio Accetturo & Michele Cascarano & Guido de Blasio, 2019. "Dynamics of urban growth: Italy, 1951–2011," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(2), pages 373-398, July.

    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. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    2. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    3. Alberto Dalmazzo & Guido de Blasio, 2011. "Amenities and skill‐biased agglomeration effects: Some results on Italian cities," Papers in Regional Science, Wiley Blackwell, vol. 90(3), pages 503-527, August.
    4. Fredrik Carlsen & Stefan Leknes, 2022. "For whom are cities good places to live?," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2177-2190, December.
    5. Liu, Shimeng & Yang, Xi, 2021. "Human capital externalities or consumption spillovers? The effect of high-skill human capital across low-skill labor markets," Regional Science and Urban Economics, Elsevier, vol. 87(C).
    6. Edward L. Glaeser & Giacomo A.M. Ponzetto & Kristina Tobio, 2010. "The Varieties of Regional Change," Working Papers 472, Barcelona School of Economics.
    7. Edward L. Glaeser & Giacomo A. M. Ponzetto & Kristina Tobio, 2014. "Cities, Skills and Regional Change," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 7-43, January.
    8. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    9. Chauvin, Juan Pablo & Glaeser, Edward & Ma, Yueran & Tobio, Kristina, 2017. "What is different about urbanization in rich and poor countries? Cities in Brazil, China, India and the United States," Journal of Urban Economics, Elsevier, vol. 98(C), pages 17-49.
    10. repec:bof:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    11. repec:zbw:bofrdp:2015_027 is not listed on IDEAS
    12. repec:zbw:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    13. Bumsoo Lee & Peter Gordon, 2007. "Urban Spatial Structure and Economic Growth in US Metropolitan Areas," Working Paper 8564, USC Lusk Center for Real Estate.
    14. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.
    15. Andini, Monica & de Blasio, Guido & Duranton, Gilles & Strange, William C., 2013. "Marshallian labour market pooling: Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 43(6), pages 1008-1022.
    16. Börjesson, Maria & Isacsson, Gunnar & Andersson, Matts & Anderstig, Christer, 2018. "Agglomeration, productivity and the role of transport system improvements," Working papers in Transport Economics 2018:16, CTS - Centre for Transport Studies Stockholm (KTH and VTI).
    17. Alberto Dalmazzo & Guido De Blasio, 2007. "Skill-Biased Agglomeration Effects and Amenities: Theory with an Application to Italian Cities," Department of Economics University of Siena 503, Department of Economics, University of Siena.
    18. Jaison R. Abel & Todd M. Gabe & Kevin Stolarick, 2014. "Skills across the Urban–Rural Hierarchy," Growth and Change, Wiley Blackwell, vol. 45(4), pages 499-517, December.
    19. Kemeny, Thomas & Storper, Michael, 2020. "Superstar cities and left-behind places: disruptive innovation, labor demand, and interregional inequality," LSE Research Online Documents on Economics 103312, London School of Economics and Political Science, LSE Library.
    20. Südekum, Jens, 2008. "Convergence of the skill composition across German regions," Regional Science and Urban Economics, Elsevier, vol. 38(2), pages 148-159, March.
    21. Daniel Heuermann & Benedikt Halfdanarson & Jens Suedekum, 2010. "Human Capital Externalities and the Urban Wage Premium: Two Literatures and their Interrelations," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 749-767, April.
    22. Jaison R. Abel & Ishita Dey & Todd M. Gabe, 2012. "Productivity And The Density Of Human Capital," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 562-586, October.
    23. Chengri Ding & Zhi Li, 2022. "City Size and Household Consumption in China," Land, MDPI, vol. 11(11), pages 1-14, November.

    More about this item

    Keywords

    urban growth; human capital;

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • N94 - Economic History - - Regional and Urban History - - - Europe: 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:bdi:wptemi:td_1127_17. 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/bdigvit.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.