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Local Human Capital Externalities and Wages at the Firm Level: The Case of Italian Manufacturing

  • Bratti, Massimiliano

    ()

    (University of Milan)

  • Leombruni, Roberto

    ()

    (University of Turin)

We use a unique firm-level data set merging administrative information on average wages paid by firms by skill level (blue collars and white collars), Population Census information on the local stock of human capital available to firms and survey information on firm characteristics to investigate the existence and magnitude of local human capital externalities in Italian Manufacturing. The latter represents an interesting case study due to the prevalence of small family business and a technological lag with respect to the US, to which most evidence supporting local human capital spillovers refers. Our estimates show that in Italy, like in the US, firms located in geographical areas with a higher stock of human capital pay higher wages. This evidence is robust to many variants of the econometric specification and to addressing potential endogeneity issues using instrumental variables estimation and instruments based on the lagged expansion of the Italian higher education system and the lagged demographic structure.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 4613.

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Length: 46 pages
Date of creation: Dec 2009
Date of revision:
Handle: RePEc:iza:izadps:dp4613
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  1. Moretti, Enrico, 2004. "Human capital externalities in cities," 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 51, pages 2243-2291 Elsevier.
  2. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-78, December.
  3. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
  4. Raghuram G. Rajan & Luigi Zingales, . "Financial Dependence and Growth," CRSP working papers 344, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
  5. Luigi Cannari & Francesco Nucci & Paolo Sestito, 2000. "Geographic labour mobility and the cost of housing: evidence from Italy," Applied Economics, Taylor & Francis Journals, vol. 32(14), pages 1899-1906.
  6. Jeff Dominitz & Charles F. Manski, 1994. "Eliciting Student Expectations of the Returns to Schooling," NBER Working Papers 4936, National Bureau of Economic Research, Inc.
  7. Luigi Benfratello & Fabio Schiantarelli & Alessandro Sembenelli, 2005. "Banks and Innovation: Microeconometric Evidence on Italian Firms," Boston College Working Papers in Economics 631, Boston College Department of Economics, revised 13 Jun 2007.
  8. Roback, Jennifer, 1988. "Wages, Rents, and Amenities: Differences among Workers and Regions," Economic Inquiry, Western Economic Association International, vol. 26(1), pages 23-41, January.
  9. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change And Wage Inequality," The Quarterly Journal of Economics, MIT Press, vol. 113(4), pages 1055-1089, November.
  10. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2002. "Does Local Financial Development Matter?," CEPR Discussion Papers 3307, C.E.P.R. Discussion Papers.
  11. Stuart S. Rosenthal & William C. Strange, 2008. "Agglomeration and Hours Worked," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 105-118, February.
  12. Roland Andersson & John M. Quigley & Mats Wilhelmson, 2004. "University decentralization as regional policy: the Swedish experiment," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 371-388, August.
  13. Blanchflower, David G & Oswald, Andrew J & Sanfey, Peter, 1996. "Wages, Profits, and Rent-Sharing," The Quarterly Journal of Economics, MIT Press, vol. 111(1), pages 227-51, February.
  14. Carneiro, Pedro & Lee, Sokbae, 2010. "Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000," IZA Discussion Papers 5295, Institute for the Study of Labor (IZA).
  15. Tito Boeri & Pietro Garibaldi, 2007. "Two Tier Reforms of Employment Protection: a Honeymoon Effect?," Economic Journal, Royal Economic Society, vol. 117(521), pages 357-385, 06.
  16. Claudio Michelacci & Olmo Silva, 2007. "Why So Many Local Entrepreneurs?," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 615-633, November.
  17. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
  18. Bernard, A.B. & Jensen, J.B., 1994. "Exporters, Skill Upgrading, and the Wage Gap," Working papers 94-30, Massachusetts Institute of Technology (MIT), Department of Economics.
  19. 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.
  20. Giorgio Di Pietro, 2006. "Regional labour market conditions and university dropout rates: Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 40(6), pages 617-630.
  21. Rodolfo Helg & Riccardo Faini & Anna M. Falzoni & Marzio Galeotti & Alessandro Turrini, 2001. "Importing Jobs And Exporting Firms? On The Wage And Employment Implications Of Italy’S Trade And Foreign Direct Investment Flows," International Trade 0103001, EconWPA.
  22. Daron Acemoglu & Joshua Angrist, 2001. "How Large are Human-Capital Externalities? Evidence from Compulsory-Schooling Laws," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 9-74 National Bureau of Economic Research, Inc.
  23. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  24. Alberto Dalmazzo & Guido Blasio, 2007. "Production and consumption externalities of human capital: an empirical study for Italy," Journal of Population Economics, Springer, vol. 20(2), pages 359-382, April.
  25. Pedro S. Martins & Jim Jin, 2008. "Firm-Level Social Returns to Education," Working Papers 9, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
  26. Di Addario, Sabrina & Patacchini, Eleonora, 2008. "Wages and the City. Evidence from Italy," Labour Economics, Elsevier, vol. 15(5), pages 1040-1061, October.
  27. Alberto Dalmazzo & Guido Blasio, 2007. "Social returns to education in Italian local labor markets," The Annals of Regional Science, Springer, vol. 41(1), pages 51-69, March.
  28. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
  29. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
  30. David Greenaway & Michelle Haynes, 2003. "Funding Higher Education in The UK: The Role of Fees and Loans," Economic Journal, Royal Economic Society, vol. 113(485), pages F150-F166, February.
  31. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, MIT Press, vol. 124(2), pages 843-881, May.
  32. Harminder Battu & Clive R. Belfield & Peter J. Sloane, 2003. "Human Capital Spillovers within the Workplace: Evidence for Great Britain," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 575-594, December.
  33. Bruno Contini & Roberto Leombruni & Lia Pacelli & Claudia Villosio, 2009. "Wage Mobility and Dynamics in Italy in the 1990s," NBER Chapters, in: The Structure of Wages: An International Comparison, pages 373-400 National Bureau of Economic Research, Inc.
  34. Alexander Muravyev, 2008. "Human capital externalities," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(3), pages 415-443, 07.
  35. Nicole M. Fortin, 2006. "Higher-Education Policies and the College Wage Premium: Cross-State Evidence from the 1990s," American Economic Review, American Economic Association, vol. 96(4), pages 959-987, September.
  36. 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.
  37. Janet Currie & Enrico Moretti, 2003. "Mother'S Education And The Intergenerational Transmission Of Human Capital: Evidence From College Openings," The Quarterly Journal of Economics, MIT Press, vol. 118(4), pages 1495-1532, November.
  38. Barbara Pistoresi & Chiara Strozzi, 2003. "Rent Sharing and Bargaining Levels: Evidence from Italy," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 62(2), pages 145-170, October.
  39. Erik Canton, 2009. "Human Capital Externalities and Proximity: Evidence from Repeated Cross-Sectional Data," De Economist, Springer, vol. 157(1), pages 79-105, March.
  40. Bound, John & Groen, Jeffrey & Kezdi, G.Gabor & Turner, Sarah, 2004. "Trade in university training: cross-state variation in the production and stock of college-educated labor," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 143-173.
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