IDEAS home Printed from https://ideas.repec.org/a/eee/eecrev/v55y2011i6p832-844.html
   My bibliography  Save this article

Did globalization drive convergence? Identifying cross-country growth regimes in the long run

Author

Listed:
  • Di Vaio, Gianfranco
  • Enflo, Kerstin

Abstract

This paper is the first to apply a finite mixture model to a sample of 64 nations to endogenously analyze the cross-country growth behavior over the period 1870-2003. Results show that growth patterns were segmented in two worldwide regimes, the one characterized by convergence in per capita income, and the other by divergence. Interestingly, when three historical epochs are distinctly analyzed, in order to investigate the empirical link between globalization and convergence, the dynamics which dominated over the whole period seem to have emerged only during the post-1950 years. In contrast, the First Global Wave was marked by persistent heterogeneities.

Suggested Citation

  • Di Vaio, Gianfranco & Enflo, Kerstin, 2011. "Did globalization drive convergence? Identifying cross-country growth regimes in the long run," European Economic Review, Elsevier, vol. 55(6), pages 832-844, August.
  • Handle: RePEc:eee:eecrev:v:55:y:2011:i:6:p:832-844
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0014292110001054
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Paapaa, Richard & van Dijk, Herman K., 1998. "Distribution and mobility of wealth of nations," European Economic Review, Elsevier, vol. 42(7), pages 1269-1293, July.
    2. Maria Grazia Pittau, 2005. "Fitting Regional Income Distributions in the European Union," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(2), pages 135-161, April.
    3. O'Rourke, Kevin H. & Williamson, Jeffrey G., 1997. "Around the European periphery 1870–1913: Globalization, schooling and growth," European Review of Economic History, Cambridge University Press, vol. 1(2), pages 153-190, August.
    4. Ann Owen & Julio Videras & Lewis Davis, 2009. "Do all countries follow the same growth process?," Journal of Economic Growth, Springer, vol. 14(4), pages 265-286, December.
    5. Taylor, Alan M., 1999. "Sources of convergence in the late nineteenth century," European Economic Review, Elsevier, vol. 43(9), pages 1621-1645, October.
    6. Jeffrey G. Williamson, 1998. "Globalization, Labor Markets and Policy Backlash in the Past," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 51-72, Fall.
    7. Quah, Danny T, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," Economic Journal, Royal Economic Society, vol. 106(437), pages 1045-1055, July.
    8. Robert C. Feenstra, 1998. "Integration of Trade and Disintegration of Production in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 31-50, Fall.
    9. Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.),Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677, Elsevier.
    10. Quah, Danny, 1993. "Empirical cross-section dynamics in economic growth," European Economic Review, Elsevier, vol. 37(2-3), pages 426-434, April.
    11. Broadberry, Stephen N., 1993. "Manufacturing and the Convergence Hypothesis: What the Long-Run Data Show," The Journal of Economic History, Cambridge University Press, vol. 53(4), pages 772-795, December.
    12. Oded Galor & Andrew Mountford, 2006. "Trade and the Great Divergence: The Family Connection," American Economic Review, American Economic Association, vol. 96(2), pages 299-303, May.
    13. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
    14. Durlauf, Steven N & Johnson, Paul A, 1995. "Multiple Regimes and Cross-Country Growth Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 365-384, Oct.-Dec..
    15. Hawkins, Dollena S. & Allen, David M. & Stromberg, Arnold J., 2001. "Determining the number of components in mixtures of linear models," Computational Statistics & Data Analysis, Elsevier, vol. 38(1), pages 15-48, November.
    16. Hatton, Timothy J. & Williamson, Jeffrey G., 2008. "The Impact of Immigration: Comparing Two Global Eras," World Development, Elsevier, vol. 36(3), pages 345-361, March.
    17. 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.
    18. T. Rolf Turner, 2000. "Estimating the propagation rate of a viral infection of potato plants via mixtures of regressions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 49(3), pages 371-384.
    19. Williamson, Jeffrey G., 2008. "Globalization and the Great Divergence: terms of trade booms, volatility and the poor periphery, 1782–1913," European Review of Economic History, Cambridge University Press, vol. 12(3), pages 355-391, December.
    20. Jeffrey G. Williamson, 2008. "Globalization and the Great Divergence: Terms of Trade Booms and Volatility in the Poor Periphery 1782-1913," NBER Working Papers 13841, National Bureau of Economic Research, Inc.
    21. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    22. Feinstein, Charles, 1988. "Economic Growth since 1870: Britain's Performance in International Perspective," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 4(1), pages 1-13, Spring.
    23. Prados de la Escosura, Leandro, 2000. "International Comparisons of Real Product, 1820-1990: An Alternative Data Set," Explorations in Economic History, Elsevier, vol. 37(1), pages 1-41, January.
    24. Taylor, Alan M. & Williamson, Jeffrey G., 1997. "Convergence in the age of mass migration," European Review of Economic History, Cambridge University Press, vol. 1(1), pages 27-63, April.
    25. Roberto Zelli & Maria Grazia Pittau, 2006. "Empirical evidence of income dynamics across EU regions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(5), pages 605-628.
    26. Michele Battisti & Gianfranco Vaio, 2009. "A spatially filtered mixture of β-convergence regressions for EU regions, 1980–2002," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 105-121, Springer.
    27. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    28. De Long, J Bradford, 1988. "Productivity Growth, Convergence, and Welfare: Comment," American Economic Review, American Economic Association, vol. 78(5), pages 1138-1154, December.
    29. Pittau, Maria Grazia & Zelli, Roberto & Johnson, Paul, "undated". "Mixture Models and Convergence Clubs," Vassar College Department of Economics Working Paper Series 91, Vassar College Department of Economics.
    30. Hatton, Timothy J. & Williamson, Jeffrey G., 1998. "The Age of Mass Migration: Causes and Economic Impact," OUP Catalogue, Oxford University Press, number 9780195116519, December.
    31. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 501-526.
    32. Broadberry,Steve N., 2005. "The Productivity Race," Cambridge Books, Cambridge University Press, number 9780521023580.
    33. O'Rourke, Kevin H & Taylor, Alan M & Williamson, Jeffrey G, 1996. "Factor Price Convergence in the Late Nineteenth Century," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(3), pages 499-530, August.
    34. Gabriel Tortella, 1994. "Patterns of economic retardation and recovery in south-western Europe in the nineteenth and twentieth centuries," Economic History Review, Economic History Society, vol. 47(1), pages 1-21, February.
    35. Marco Alfo & Giovanni Trovato & Robert J. Waldmann, 2008. "Testing for country heterogeneity in growth models using a finite mixture approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 487-514.
    36. Wayne DeSarbo & William Cron, 1988. "A maximum likelihood methodology for clusterwise linear regression," Journal of Classification, Springer;The Classification Society, vol. 5(2), pages 249-282, September.
    37. Obstfeld,Maurice & Taylor,Alan M., 2005. "Global Capital Markets," Cambridge Books, Cambridge University Press, number 9780521671798.
    38. Maddison, Angus, 1987. "Growth and Slowdown in Advanced Capitalist Economies: Techniques of Quantitative Assessment," Journal of Economic Literature, American Economic Association, vol. 25(2), pages 649-698, June.
    39. Quah, Danny, 1996. "Twin peaks : growth and convergence in models of distribution dynamics," LSE Research Online Documents on Economics 2278, London School of Economics and Political Science, LSE Library.
    40. Maria Grazia Pittau & Roberto Zelli & Paul A. Johnson, 2010. "Mixture Models, Convergence Clubs, And Polarization," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(1), pages 102-122, March.
    41. Kevin H. O'Rourke & Jeffrey G. Williamson, 2001. "Globalization and History: The Evolution of a Nineteenth-Century Atlantic Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262650592, December.
    42. Bloom, David E & Canning, David & Sevilla, Jaypee, 2003. "Geography and Poverty Traps," Journal of Economic Growth, Springer, vol. 8(4), pages 355-378, December.
    43. Epstein, Philip & Howlett, Peter & Schulze, Max-Stephan, 2003. "Distribution dynamics: stratification, polarization, and convergence among OECD economies, 1870-1992," Explorations in Economic History, Elsevier, vol. 40(1), pages 78-97, January.
    44. Obstfeld,Maurice & Taylor,Alan M., 2004. "Global Capital Markets," Cambridge Books, Cambridge University Press, number 9780521633178.
    45. Oded Galor & Andrew Mountford, 2008. "Trading Population for Productivity: Theory and Evidence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1143-1179.
    46. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    47. Williamson, Jeffrey G., 1996. "Globalization, Convergence, and History," The Journal of Economic History, Cambridge University Press, vol. 56(2), pages 277-306, June.
    48. Taylor, Alan M., 2002. "A century of current account dynamics," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 725-748, November.
    49. Efthymios Tsionas, 2000. "Regional Growth and Convergence: Evidence from the United States," Regional Studies, Taylor & Francis Journals, vol. 34(3), pages 231-238.
    50. Paap, Richard & Franses, Philip Hans & van Dijk, Dick, 2005. "Does Africa grow slower than Asia, Latin America and the Middle East? Evidence from a new data-based classification method," Journal of Development Economics, Elsevier, vol. 77(2), pages 553-570, August.
    51. Bos, J.W.B. & Economidou, C. & Koetter, M. & Kolari, J.W., 2010. "Do all countries grow alike?," Journal of Development Economics, Elsevier, vol. 91(1), pages 113-127, January.
    52. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    53. Broadberry,Steve N., 1997. "The Productivity Race," Cambridge Books, Cambridge University Press, number 9780521584401.
    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. Flachaire, Emmanuel & García-Peñalosa, Cecilia & Konte, Maty, 2014. "Political versus economic institutions in the growth process," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 212-229.
    2. Rodríguez, Francisco & Shelton, Cameron A., 2013. "Cleaning up the kitchen sink: Specification tests and average derivative estimators for growth econometrics," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 260-273.
    3. gebregergis, Cherkos Meaza, 2017. "An Assessment of the Economic Impact of Globalization In Ethiopia: A Co-Integration Analysis," MPRA Paper 83533, University Library of Munich, Germany.
    4. Paul A. Johnson, 2020. "Parameter variation in the 'log t' convergence test," Applied Economics Letters, Taylor & Francis Journals, vol. 27(9), pages 736-739, May.
    5. Shana M. Sundstrom & Craig R. Allen & David G. Angeler, 2020. "Scaling and discontinuities in the global economy," Journal of Evolutionary Economics, Springer, vol. 30(2), pages 319-345, April.
    6. Maty Konte, 2013. "A curse or a blessing? Natural resources in a multiple growth regimes analysis," Applied Economics, Taylor & Francis Journals, vol. 45(26), pages 3760-3769, September.
    7. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    8. Sawadogo, Relwendé & Semedo, Gervasio, 2021. "Financial inclusion, income inequality, and institutions in sub-Saharan Africa: Identifying cross-country inequality regimes," International Economics, Elsevier, vol. 167(C), pages 15-28.
    9. Hermann Ndoya & Bruno Emmanuel Ongo Nkoa & Francis Hypolite Kemeze & Tii N. Nchofoung, 2024. "Financial development and economic complexity: The role of country stability," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(2), pages 415-447, April.
    10. Michele Battisti & Christopher F. Parmeter, 2011. "Income Polarization, Convergence Tools and Mixture Analysis," Working Papers 2011-17, University of Miami, Department of Economics.
    11. David Audretsch & Mark Sanders & Lu Zhang, 2021. "International product life cycles, trade and development stages," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1630-1673, October.
    12. Sawadogo, Relwendé & Ouoba, Youmanli, 2024. "Do natural resources rents reduce income inequality? A finite mixture of regressions approach," Resources Policy, Elsevier, vol. 91(C).
    13. Konte M., 2014. "Do remittances not promote growth? : a bias-adjusted three-step mixture-of-regressions," MERIT Working Papers 2014-075, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    14. Zeira, Joseph & di Vaio, Gianfranco & Battisti, Michele, 2013. "Global Divergence in Growth Regressions," CEPR Discussion Papers 9687, C.E.P.R. Discussion Papers.
    15. Ouédraogo, Rasmané & Sawadogo, Relwendé & Sawadogo, Hamidou, 2020. "Private and public investment in sub-Saharan Africa: The role of instability risks," Economic Systems, Elsevier, vol. 44(2).
    16. Longfeng Ye & Peter E. Robertson, 2016. "On the Existence of a Middle-Income Trap," The Economic Record, The Economic Society of Australia, vol. 92(297), pages 173-189, June.
    17. Zarembova, Andrea & Lyocsa, Stefan & Baumöhl, Eduard, 2012. "The Real Convergence of CEE Countries: A Study of Real GDP per capita," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 60(6), pages 642-656.
    18. Rasmane Ouedraogo & Windemanegda Sandrine Sourouema & Hamidou Sawadogo, 2021. "Aid, growth and institutions in Sub‐Saharan Africa: New insights using a multiple growth regime approach," The World Economy, Wiley Blackwell, vol. 44(1), pages 107-142, January.

    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. Gianfranco Di Vaio & Kerstin Enflo, 2009. "Did Globalization Lead to Segmentation? Identifying Cross-Country Growth Regimes in the Long-Run," Discussion Papers 09-08, University of Copenhagen. Department of Economics.
    2. Gianfranco Di Vaio & Kerstin Enflo, 2009. "Did globalisation lead to segmentation? Identifying cross-country growth regimes in the long-run, 1870-2003," Working Papers 9013, Economic History Society.
    3. Michele Battisti & Christopher F. Parmeter, 2010. "Convergence Tools and Mixture Analysis," Working Papers CELEG 1007, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    4. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    5. Epstein, Philip & Howlett, Peter & Schulze, Max-Stephan, 2003. "Distribution dynamics: stratification, polarization, and convergence among OECD economies, 1870-1992," Explorations in Economic History, Elsevier, vol. 40(1), pages 78-97, January.
    6. Cem Ertur & Julie Le Gallo & Catherine Baumont, 2006. "The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?," International Regional Science Review, , vol. 29(1), pages 3-34, January.
    7. Battisti, Michele & Parmeter, Christopher F., 2013. "Clustering and polarization in the distribution of output: A multivariate perspective," Journal of Macroeconomics, Elsevier, vol. 35(C), pages 144-162.
    8. Shana M. Sundstrom & Craig R. Allen & David G. Angeler, 2020. "Scaling and discontinuities in the global economy," Journal of Evolutionary Economics, Springer, vol. 30(2), pages 319-345, April.
    9. Penna, Christiano Modesto & Linhares, Fabricio Carneiro, 2013. "Há controvérsia entre análises de beta e sigma-convergência no Brasil?," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 67(1), April.
    10. repec:fgv:epgrbe:v:67:n:1:a:6 is not listed on IDEAS
    11. Silvia Dal Bianco, 2016. "Going clubbing in the eighties: convergence in manufacturing sectors at a glance," Empirical Economics, Springer, vol. 50(2), pages 623-659, March.
    12. Azomahou, Theophile & Diene, Mbaye, 2012. "Income polarization and innovation: Evidence from African economies," MERIT Working Papers 2012-048, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    13. García Callejas, Danny, 2011. "Per Capita GDP Convergence in South America, 1960-2007," Borradores Departamento de Economía 8983, Universidad de Antioquia, CIE.
    14. Barnabé Walheer, 2016. "Multi-Sector Nonparametric Production-Frontier Analysis of the Economic Growth and the Convergence of the European Countries," Pacific Economic Review, Wiley Blackwell, vol. 21(4), pages 498-524, October.
    15. Marco Alfo & Giovanni Trovato & Robert J. Waldmann, 2008. "Testing for country heterogeneity in growth models using a finite mixture approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 487-514.
    16. Azomahou, Théophile T. & El ouardighi, Jalal & Nguyen-Van, Phu & Pham, Thi Kim Cuong, 2011. "Testing convergence of European regions: A semiparametric approach," Economic Modelling, Elsevier, vol. 28(3), pages 1202-1210, May.
    17. Falko Juessen, 2009. "A distribution dynamics approach to regional GDP convergence in unified Germany," Empirical Economics, Springer, vol. 37(3), pages 627-652, December.
    18. Michele Battisti & Christopher F. Parmeter, 2011. "Income Polarization, Convergence Tools and Mixture Analysis," Working Papers 2011-17, University of Miami, Department of Economics.
    19. Haupt, Harry & Schnurbus, Joachim & Semmler, Willi, 2018. "Estimation of grouped, time-varying convergence in economic growth," Econometrics and Statistics, Elsevier, vol. 8(C), pages 141-158.
    20. Amini, Shahram & Battisti, Michele & Parmeter, Christopher F., 2017. "Decomposing changes in the conditional variance of GDP over time," Economic Modelling, Elsevier, vol. 61(C), pages 376-387.
    21. Walheer, Barnabé, 2016. "Growth and convergence of the OECD countries: A multi-sector production-frontier approach," European Journal of Operational Research, Elsevier, vol. 252(2), pages 665-675.

    More about this item

    Keywords

    Globalization Economic growth Income convergence Multiple regimes Mixture models;

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:eee:eecrev:v:55:y:2011:i:6:p:832-844. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eer .

    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.