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Regional growth with spatial dependence: A case study on early Italian industrialization

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  • Carlo Ciccarelli
  • Stefano Fachin

Abstract

The paper estimates a conditional �-convergence model of labor productivity growth in Italy�s manufacturing industry during 1871-1911, accounting for spatial dependence. The empirical evidence is based on a recent set of data at provincial (NUTS 3) level on manufacturing value added at 1911 prices, and a new set of data on human and social capital, political participation, and infrastructures. By focusing on a country and a time when the agglomeration forces and spillover effects advocated by the new economic geography were only starting to operate, we can investigate a particularly interesting case study. Our results suggest that human capital, a cooperative culture, and initial productivity in neighboring provinces can explain much of the geographical variability of productivity growth in manufacturing in nineteenth-century Italy.
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  • Carlo Ciccarelli & Stefano Fachin, 2017. "Regional growth with spatial dependence: A case study on early Italian industrialization," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 675-695, November.
  • Handle: RePEc:bla:presci:v:96:y:2017:i:4:p:675-695
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    1. Gianfranco Piras & Paolo Postiglione & Patricio Aroca, 2012. "Specialization, R&D and productivity growth: evidence from EU regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 35-51, August.
    2. Carlo Ciccarelli, 2015. "Industry, Sectors, Regions: The State of Play on Italy’s Historical Statistics," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3), pages 73-89.
    3. John F. Helliwell & Robert D. Putnam, 1995. "Economic Growth and Social Capital in Italy," Eastern Economic Journal, Eastern Economic Association, vol. 21(3), pages 295-307, Summer.
    4. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    5. Emanuele Felice, 2012. "Regional convergence in Italy, 1891–2001: testing human and social capital," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 6(3), pages 267-306, October.
    6. Guido De Blasio & Giorgio Nuzzo, 2010. "Historical Traditions Of Civicness And Local Economic Development," Journal of Regional Science, Wiley Blackwell, vol. 50(4), pages 833-857, October.
    7. Di Liberto, Adriana, 2008. "Education and Italian regional development," Economics of Education Review, Elsevier, vol. 27(1), pages 94-107, February.
    8. Robert C. Allen, 2003. "Progress and poverty in early modern Europe," Economic History Review, Economic History Society, vol. 56(3), pages 403-443, August.
    9. Jonathan Temple, 2003. "Growth effects of education and social capital in the OECD countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 57-101.
    10. Roberto Basile & Carlo Ciccarelli, 2018. "The location of the Italian manufacturing industry, 1871–1911: a sectoral analysis," Journal of Economic Geography, Oxford University Press, vol. 18(3), pages 627-661.
    11. Sandy Dall'erba & Julie Le Gallo, 2008. "Regional convergence and the impact of European structural funds over 1989–1999: A spatial econometric analysis," Papers in Regional Science, Wiley Blackwell, vol. 87(2), pages 219-244, June.
    12. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    13. Carlo Ciccarelli & Tommaso Proietti, 2013. "Patterns of industrial specialisation in post-Unification Italy," Scandinavian Economic History Review, Taylor & Francis Journals, vol. 61(3), pages 259-286, November.
    14. 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.
    15. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
      • Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence," Papers 645, Yale - Economic Growth Center.
      • Barro, Robert J. & Sala-i-Martin, Xavier, 1992. "Convergence," Scholarly Articles 3451299, Harvard University Department of Economics.
    16. Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
    17. Andrea Caragliu & Peter Nijkamp, 2008. "The Impact of Regional Absorptive Capacity on Spatial Knowledge Spillovers," Tinbergen Institute Discussion Papers 08-119/3, Tinbergen Institute.
    18. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, Oxford University Press, vol. 128(1), pages 105-164.
    19. Mara P. Squicciarini & Nico Voigtländer, 2015. "Human Capital and Industrialization: Evidence from the Age of Enlightenment," The Quarterly Journal of Economics, Oxford University Press, vol. 130(4), pages 1825-1883.
    20. Niebuhr, Annekatrin, 2000. "Convergence and the effects of spatial interaction," HWWA Discussion Papers 110, Hamburg Institute of International Economics (HWWA).
    21. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    22. Riccardo Crescenzi & Andrés Rodríguez-Pose, 2012. "Infrastructure and regional growth in the European Union," Papers in Regional Science, Wiley Blackwell, vol. 91(3), pages 487-513, August.
    23. Andrea Caragliu & Peter Nijkamp, 2012. "The impact of regional absorptive capacity on spatial knowledge spillovers: the Cohen and Levinthal model revisited," Applied Economics, Taylor & Francis Journals, vol. 44(11), pages 1363-1374, April.
    24. Domenica Panzera & Paolo Postiglione, 2014. "Economic growth in Italian NUTS 3 provinces," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 273-293, August.
    25. Carlo Ciccarelli & Stefano Fenoaltea, 2008. "Construction in Italy's Regions, 1861-1913," Rivista di storia economica, Società editrice il Mulino, issue 3, pages 303-340.
    26. Alberto Baffigi, 2009. "Luigi Einaudi: teoria economica e legislazione sociale nel testo delle Lezioni (text in italian)," Quaderni di storia economica (Economic History Working Papers) 1, Bank of Italy, Economic Research and International Relations Area.
    27. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    28. Bernard Fingleton (ed.), 2003. "European Regional Growth," Advances in Spatial Science, Springer, number 978-3-662-07136-6, June.
    29. Dani Rodrik, 2011. "The future of economic convergence," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 13-52.
    30. Galor, Oded, 2005. "From Stagnation to Growth: Unified Growth Theory," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 4, pages 171-293, Elsevier.
    31. Lucio Picci, 1999. "Productivity and Infrastructure in the Italian Regions," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 58(3-4), pages 329-353, December.
    32. Bronzini, Raffaello & Piselli, Paolo, 2009. "Determinants of long-run regional productivity with geographical spillovers: The role of R&D, human capital and public infrastructure," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 187-199, March.
    33. Eckaus, Richard S., 1961. "The North-South Differential In Italian Economic Development," The Journal of Economic History, Cambridge University Press, vol. 21(3), pages 285-317, September.
    34. Bernard Fingleton & Enrique López‐Bazo, 2006. "Empirical growth models with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 177-198, June.
    35. Rodrik, Dani, 2011. "The Future of Convergence," Scholarly Articles 5131504, Harvard Kennedy School of Government.
    36. Giuseppe Arbia & Roberto Basile, 2005. "Spatial dependence and non-linearities in regional growth behaviour in Italy," Statistica, Department of Statistics, University of Bologna, vol. 65(2), pages 145-167.
    37. Long Gen Ying, 2003. "Understanding China’s recent growth experience: A spatial econometric perspective," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 37(4), pages 613-628, December.
    38. Carlo Ciccarelli & Stefano Fenoaltea, 2013. "Through the magnifying glass: provincial aspects of industrial growth in post-Unification Italy," Economic History Review, Economic History Society, vol. 66(1), pages 57-85, February.
    39. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    40. James P. LeSage & R. Kelley Pace, 2014. "The Biggest Myth in Spatial Econometrics," Econometrics, MDPI, vol. 2(4), pages 1-33, December.
    41. Giuseppe Arbia & Roberto Basile & Gianfranco Piras, 2005. "Using Spatial Panel Data in Modelling Regional Growth and Convergence," ISAE Working Papers 55, ISTAT - Italian National Institute of Statistics - (Rome, ITALY).
    42. Roberta Capello, 2009. "Macroeconomic Regional Growth Models: Theoretical, Methodological and Empirical Contributions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 8(3), pages 59-78.
    43. Dani Rodrik, 2013. "Unconditional Convergence in Manufacturing," The Quarterly Journal of Economics, Oxford University Press, vol. 128(1), pages 165-204.
    44. Carlo Ciccarelli & Anna Missiaia, 2013. "The Industrial Labor Force of Italy's Provinces: Estimates from the Population Censuses, 1871-1911," Rivista di storia economica, Società editrice il Mulino, issue 2, pages 141-192.
    45. Leonardi, Robert, 1995. "Regional Development in Italy: Social Capital and the Mezzogiorno," Oxford Review of Economic Policy, Oxford University Press, vol. 11(2), pages 165-179, Summer.
    46. Bernard Fingleton, 2001. "Equilibrium and Economic Growth: Spatial Econometric Models and Simulations," Journal of Regional Science, Wiley Blackwell, vol. 41(1), pages 117-147, February.
    47. Independent Evaluation Group, 2007. "A Decade of Action in Transport : An Evaluation of World Bank Assistance to the Transport Sector, 1995-2005," World Bank Publications - Books, The World Bank Group, number 6695, December.
    48. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    49. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    50. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    1. Carlo Ciccarelli & Matteo Gomellini & Paolo Sestito, 2019. "Demography and Productivity in the Italian Manufacturing Industry: Yesterday and Today," CEIS Research Paper 457, Tor Vergata University, CEIS, revised 16 May 2019.
    2. Gabriele Cappelli & Emanuele Felice & Julio Martínez-Galarraga & Daniel Tirado, 2018. "Still a long way to go: decomposing income inequality across Italy’s regions, 1871 – 2011," Working Papers 0123, European Historical Economics Society (EHES).
    3. Monica Bozzano & Gabriele Cappelli, 2019. "The legacy of history or the outcome of reforms? Primary education and literacy in Liberal Italy (1871-1911)," Department of Economics University of Siena 801, Department of Economics, University of Siena.
    4. Anna Missiaia, 2019. "Market versus endowment: explaining early industrial location in Italy (1871–1911)," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 13(1), pages 127-161, January.
    5. Zhao, Nan & Liu, Xiaojie & Pan, Changfeng & Wang, Chenyang, 2021. "The performance of green innovation: From an efficiency perspective," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
    6. Nicola Pontarollo & Roberto Ricciuti, 2020. "Railways and manufacturing productivity in Italy after unification," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 775-800, September.
    7. Brian A'Hearn & Alexia Delfino & Alessandro Nuvolari, 2022. "Rethinking age heaping: a cautionary tale from nineteenth‐century Italy," Economic History Review, Economic History Society, vol. 75(1), pages 111-137, February.
    8. Carlo Ciccarelli & Alberto Dalmazzo & Daniela Vuri, 2021. "Home Sweet Home: the Effect of Sugar Protectionism on Emigration in Italy, 1876‐1913," Papers in Regional Science, Wiley Blackwell, vol. 100(4), pages 925-957, August.
    9. Carlo Ciccarelli & Jacob Weisdorf, 2019. "Pioneering into the past: Regional literacy developments in Italy before Italy," European Review of Economic History, Oxford University Press, vol. 23(3), pages 329-364.
    10. Maria Carmela Schisani & Luigi Balletta & Giancarlo Ragozini, 2021. "Crowding out the change: business networks and persisting economic elites in the South of Italy over Unification (1840–1880)," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 15(1), pages 89-131, January.
    11. Andrea Filippetti & Neil Lee, 2021. "Individual risk attitudes and local unemployment: evidence from Italy in the Great Recession," Working Papers 53, Birkbeck Centre for Innovation Management Research, revised Apr 2021.
    12. Maria Carmela Schisani & Luigi Balletta & Giancarlo Ragozini, 2021. "Crowding out the change: business networks and persisting economic elites in the South of Italy over Unification (1840–1880)," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 15(1), pages 89-131, January.
    13. Han, Yonghui & Zhang, Fan & Huang, Liangxiong & Peng, Keming & Wang, Xianbin, 2021. "Does industrial upgrading promote eco-efficiency? ─A panel space estimation based on Chinese evidence," Energy Policy, Elsevier, vol. 154(C).
    14. Ciccarelli, Carlo & Magazzino, Cosimo & Marcucci, Edoardo, 2021. "Early development of Italian railways and industrial growth: A regional analysis," Research in Transportation Economics, Elsevier, vol. 88(C).

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    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
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • N64 - Economic History - - Manufacturing and Construction - - - Europe: 1913-

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