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Industry structure and employment growth: evidence from semiparametric geoadditive models

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  • Basile, Roberto
  • Donati, Cristiana
  • Pittiglio, Rosanna

Abstract

Using Local Labor Systems (LLSs) data, we assess the effect of the local productive structure on the employment growth in Italy during the period 1981-2008. Italy represents an interesting case study because of the high degree of spatial heterogeneity in local labor market performances and of the presence of strongly specialized LLSs (industrial districts). Building on a semiparametric geoadditive model, our empirical investigation allows us to identify important nonlinearities in the relationship between local industry structure and local employment growth, to assess the relative performance of industrial districts (the places where Marshallian externalities occur)and to control for unobserved spatial heterogeneity.

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  • Basile, Roberto & Donati, Cristiana & Pittiglio, Rosanna, 2013. "Industry structure and employment growth: evidence from semiparametric geoadditive models," MPRA Paper 47621, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:47621
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    1. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    2. Mario Forni & Sergio Paba, 2002. "Spillovers and the growth of local industries," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 151-171, June.
    3. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    4. Guido Tabellini, 2010. "Culture and Institutions: Economic Development in the Regions of Europe," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 677-716, June.
    5. Giulio Cainelli & Riccardo Leoncini, 1999. "Externalities and long-term local industrial development. Some empirical evidence from Italy," Revue d'Économie Industrielle, Programme National Persée, vol. 90(1), pages 25-39.
    6. Henri L.F. de Groot & Jacques Poot & Martijn J. Smit, 2007. "Agglomeration, Innovation and Regional Development: Theoretical Perspectives and Meta-Analysis," Tinbergen Institute Discussion Papers 07-079/3, Tinbergen Institute.
    7. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    8. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    9. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
    10. 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.
    11. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    12. Di Liberto, Adriana & Sideri, Marco, 2015. "Past dominations, current institutions and the Italian regional economic performance," European Journal of Political Economy, Elsevier, vol. 38(C), pages 12-41.
    13. Soubeyran, Antoine & Weber, Shlomo, 2002. "District formation and local social capital: a (tacit) co-opetition approach," Journal of Urban Economics, Elsevier, vol. 52(1), pages 65-92, July.
    14. Gilles Duranton & Diego Puga, 2000. "Diversity and Specialisation in Cities: Why, Where and When Does it Matter?," Urban Studies, Urban Studies Journal Limited, vol. 37(3), pages 533-555, March.
    15. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    16. Valter Di Giacinto & Matteo Gomellini & Giacinto Micucci & Marcello Pagnini, 2014. "Mapping local productivity advantages in Italy: industrial districts, cities or both?," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 365-394.
    17. Marco Bellandi, 2007. "Industrial Discrtricts and Waves of Industrialization: A Rich and Contested Terrain," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2007(2), pages 7-33.
    18. 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.
    19. 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.
    20. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    21. Raffaele Paci & Stefano Usai, 2008. "Agglomeration economies, spatial dependence and local industry growth," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 87-109.
    22. Augustin, Nicole H. & Musio, Monica & von Wilpert, Klaus & Kublin, Edgar & Wood, Simon N. & Schumacher, Martin, 2009. "Modeling Spatiotemporal Forest Health Monitoring Data," Journal of the American Statistical Association, American Statistical Association, vol. 104(487), pages 899-911.
    23. Federico Cingano & Fabiano Schivardi, 2004. "Identifying the Sources of Local Productivity Growth," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 720-742, June.
    24. Fabio Sforzi, 2009. "The Empirical Evidence of Industrial Districts in Italy," Chapters, in: Giacomo Becattini & Marco Bellandi & Lisa De Propis (ed.), A Handbook of Industrial Districts, chapter 25, Edward Elgar Publishing.
    25. Leonardo Becchetti & Andrea De Panizza & Filippo Oropallo, 2007. "Role of Industrial District Externalities in Export and Value-added Performance: Evidence from the Population of Italian Firms," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 601-621.
    26. de Lucio, Juan J. & Herce, Jose A. & Goicolea, Ana, 2002. "The effects of externalities on productivity growth in Spanish industry," Regional Science and Urban Economics, Elsevier, vol. 32(2), pages 241-258, March.
    27. Giacomo Becattini & Marco Bellandi & Lisa De Propis (ed.), 2009. "A Handbook of Industrial Districts," Books, Edward Elgar Publishing, number 12736.
    28. Henderson, Vernon, 1997. "Externalities and Industrial Development," Journal of Urban Economics, Elsevier, vol. 42(3), pages 449-470, November.
    29. hUallachain, Breandan O & Satterthwaite, Mark A., 1992. "Sectoral growth patterns at the metropolitan level: An evaluation of economic development incentives," Journal of Urban Economics, Elsevier, vol. 31(1), pages 25-58, January.
    30. Giacomo Becattini & Gabi Dei Ottati, 2006. "L'economia italiana negli anni novanta: un confronto tra aree di grande impresa e distretti industriali," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 2006(1).
    31. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2007. "Social Capital as Good Culture," Economics Working Papers ECO2007/57, European University Institute.
    32. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    33. Roberto Basile & Alessandro Girardi, 2010. "Specialization and risk sharing in European regions," Journal of Economic Geography, Oxford University Press, vol. 10(5), pages 645-659, September.
    34. Annette Illy & Michael Schwartz & Christoph Hornych & Martin T.W. Rosenfeld, 2011. "Local Economic Structure And Sectoral Employment Growth In German Cities," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 102(5), pages 582-593, December.
    35. Combes, Pierre-Philippe, 2000. "Economic Structure and Local Growth: France, 1984-1993," Journal of Urban Economics, Elsevier, vol. 47(3), pages 329-355, May.
    36. Roberta Capello & Peter Nijkamp (ed.), 2009. "Handbook of Regional Growth and Development Theories," Books, Edward Elgar Publishing, number 12874.
    37. Francesca Mameli & Alessandra Faggian & Philip McCann, 2008. "Employment Growth in Italian Local Labour Systems: Issues of Model Specification and Sectoral Aggregation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 343-360.
    38. repec:bla:jindec:v:50:y:2002:i:2:p:151-71 is not listed on IDEAS
    39. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Alfred Marshall Lecture Social Capital as Good Culture," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 295-320, 04-05.
    40. Mr. Guido De Blasio & Sabrina Di Addario, 2002. "Labor Market Pooling," IMF Working Papers 2002/121, International Monetary Fund.
    41. Elisabet Viladecans-Marsal, 2004. "Agglomeration economies and industrial location: city-level evidence," Journal of Economic Geography, Oxford University Press, vol. 4(5), pages 565-582, November.
    42. Ann Markusen, 1996. "Sticky Places in Slippery Space: A Typology of Industrial Districts," Economic Geography, Taylor & Francis Journals, vol. 72(3), pages 293-313, July.
    43. Giacomo Becattini & Marco Bellandi & Gabi Dei Ottati & Fabio Sforzi, 2003. "From Industrial Districts to Local Development," Books, Edward Elgar Publishing, number 2884.
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    More about this item

    Keywords

    Industry structure; Industrial districts; Employment dynamics; Semiparametric geoadditive models.;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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