IDEAS home Printed from https://ideas.repec.org/p/inq/inqwps/ecineq2017-453.html
   My bibliography  Save this paper

Convergence vs. the middle income trap: The case of global soccer

Author

Listed:
  • Melanie Krause

    (Hamburg University, Germany)

  • Stefan Szymanski

    (University of Michigan, USA)

Abstract

Unconditional convergence across countries worldwide is typically rejected in terms of GDP per capita. But when focusing on a specific internationally competitive industry, such as manufacturing, rather than the overall economy, unconditional convergence has been found to hold. As the epitome of competition and globalization, this paper uses the performance of national soccer teams as a further test case. We rely on data of more than 25,000 games between 1950 and 2014 and find clear evidence of unconditional $\beta$- and $\sigma$-convergence in national team performance, as measured either by win percentages or goal difference. We argue that transfer of technologies, skills and best practices fosters this catch-up process. But there are limits: we show that good teams from Africa and Asia are failing to close the gap with top European or South American teams for reasons that are analogous to the "middle income trap". Lessons for other sectors include the virtues of internationally transferable human capital as well as the mixed blessings of regional integration for worldwide convergence.

Suggested Citation

  • Melanie Krause & Stefan Szymanski, 2017. "Convergence vs. the middle income trap: The case of global soccer," Working Papers 453, ECINEQ, Society for the Study of Economic Inequality.
  • Handle: RePEc:inq:inqwps:ecineq2017-453
    as

    Download full text from publisher

    File URL: http://www.ecineq.org/milano/WP/ECINEQ2017-453.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Aiyar, Shekhar & Duval, Romain & Puy, Damien & Wu, Yiqun & Zhang, Longmei, 2018. "Growth slowdowns and the middle-income trap," Japan and the World Economy, Elsevier, vol. 48(C), pages 22-37.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Berlinschi, Ruxanda & Schokkaert, Jeroen & Swinnen, Johan, 2013. "When drains and gains coincide: Migration and international football performance," Labour Economics, Elsevier, vol. 21(C), pages 1-14.
    4. Steven N. Durlauf & Paul A. Johnson & Jonathan R. W. Temple, 2009. "The Econometrics of Convergence," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 23, pages 1087-1118, Palgrave Macmillan.
    5. 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.
    6. Robert Hoffmann & Lee Chew Ging & Bala Ramasamy, 2002. "The Socio-Economic Determinants of International Soccer Performance," Journal of Applied Economics, Universidad del CEMA, vol. 5, pages 253-272, November.
    7. Michael A. Leeds & Eva Marikova Leeds, 2009. "International Soccer Success and National Institutions," Journal of Sports Economics, , vol. 10(4), pages 369-390, August.
    8. Martin Carree & Luuk Klomp, 1997. "Testing The Convergence Hypothesis: A Comment," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 683-686, November.
    9. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-481, August.
    10. Melanie Krause, 2017. "The Millennium Peak in Club Convergence: A New Look at Distributional Changes in The Wealth of Nations," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(3), pages 621-642, April.
    11. repec:iis:dispap:iiisdp401 is not listed on IDEAS
    12. Quah, Danny, 1993. "Empirical cross-section dynamics in economic growth," European Economic Review, Elsevier, vol. 37(2-3), pages 426-434, April.
    13. Dustmann, Christian, 2003. "Return migration, wage differentials, and the optimal migration duration," European Economic Review, Elsevier, vol. 47(2), pages 353-369, April.
    14. Bernd Frick & Robert Simmons, 2008. "The impact of managerial quality on organizational performance: evidence from German soccer," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 29(7), pages 593-600.
    15. Wolfson, Michael C, 1994. "When Inequalities Diverge," American Economic Review, American Economic Association, vol. 84(2), pages 353-358, May.
    16. Levchenko, Andrei A. & Zhang, Jing, 2016. "The evolution of comparative advantage: Measurement and welfare implications," Journal of Monetary Economics, Elsevier, vol. 78(C), pages 96-111.
    17. Friedberg, Rachel M, 2000. "You Can't Take It with You? Immigrant Assimilation and the Portability of Human Capital," Journal of Labor Economics, University of Chicago Press, vol. 18(2), pages 221-251, April.
    18. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    19. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    20. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    21. Rodrik, Dani, 2011. "The Future of Convergence," Scholarly Articles 5131504, Harvard Kennedy School of Government.
    22. Easterly, William, 2009. "How the Millennium Development Goals are Unfair to Africa," World Development, Elsevier, vol. 37(1), pages 26-35, January.
    23. Indermit Gill & Homi Kharas, 2007. "An East Asian Renaissance : Ideas for Economic Growth," World Bank Publications - Books, The World Bank Group, number 6798, December.
    24. Frankel, Jeffrey & Stein, Ernesto & Wei, Shang-jin, 1995. "Trading blocs and the Americas: The natural, the unnatural, and the super-natural," Journal of Development Economics, Elsevier, vol. 47(1), pages 61-95, June.
    25. Eiji Yamamura, 2009. "Technology transfer and convergence of performance: an economic study of FIFA football ranking," Applied Economics Letters, Taylor & Francis Journals, vol. 16(3), pages 261-266.
    26. Feddersen, Arne & Maennig, Wolfgang, 2012. "Sectoral labour market effects of the 2006 FIFA World Cup," Labour Economics, Elsevier, vol. 19(6), pages 860-869.
    27. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    28. Wolfgang Maennig, 2002. "On the Economics of Doping and Corruption in International Sports," Journal of Sports Economics, , vol. 3(1), pages 61-89, February.
    29. Kevin Hjortshøj O'Rourke & Agustin S. Benetrix Jeffrey G. Williamson, 2012. "The Spread of Manufacturing to the Periphery 1870-2007: Eight Stylized Facts," Economics Series Working Papers 617, University of Oxford, Department of Economics.
    30. Xavier Sala-i-Martin & Maxim Pinkovskiy, 2010. "African Poverty is Falling...Much Faster than You Think!," NBER Working Papers 15775, National Bureau of Economic Research, Inc.
    31. Bredtmann, Julia & Crede, Carsten J. & Otten, Sebastian, 2014. "The Effect of Gender Equality on International Soccer Performance," Ruhr Economic Papers 501, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    32. Peter Antonioni & John Cubbin, 2000. "The Bosman Ruling and the Emergence of a Single Market in Soccer Talent," European Journal of Law and Economics, Springer, vol. 9(2), pages 157-173, March.
    33. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    34. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    35. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
    36. Lee,Keun, 2013. "Schumpeterian Analysis of Economic Catch-up," Cambridge Books, Cambridge University Press, number 9781107042681.
    37. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    38. Hsiao, Cheng & Hashem Pesaran, M. & Kamil Tahmiscioglu, A., 2002. "Maximum likelihood estimation of fixed effects dynamic panel data models covering short time periods," Journal of Econometrics, Elsevier, vol. 109(1), pages 107-150, July.
    39. Dirk G. Baur & Sibylle Lehmann, 2007. "Does the Mobility of Football Players Influence the Success of the National Team?," The Institute for International Integration Studies Discussion Paper Series iiisdp217, IIIS.
    40. Barry Eichengreen & Donghyun Park & Kwanho Shin, 2013. "Growth Slowdowns Redux: New Evidence on the Middle-Income Trap," NBER Working Papers 18673, National Bureau of Economic Research, Inc.
    41. 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.
    42. Dani Rodrik, 2011. "The future of economic convergence," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 13-52.
    43. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    44. M. J. Maher, 1982. "Modelling association football scores," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 36(3), pages 109-118, September.
    45. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    46. Peter Macmillan & Ian Smith, 2007. "Explaining International Soccer Rankings," Journal of Sports Economics, , vol. 8(2), pages 202-213, May.
    47. Bernard, Andrew B & Jones, Charles I, 1996. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries," American Economic Review, American Economic Association, vol. 86(5), pages 1216-1238, December.
    48. 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.
    49. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
    50. Dani Rodrik, 2013. "Unconditional Convergence in Manufacturing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 165-204.
    51. Robert E.B. Lucas (ed.), 2014. "International Handbook on Migration and Economic Development," Books, Edward Elgar Publishing, number 15465.
    52. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    53. Lawrence M. Kahn, 2000. "The Sports Business as a Labor Market Laboratory," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 75-94, Summer.
    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. Kin-Man Wan & Ka-U Ng & Thung-Hong Lin, 2020. "The Political Economy of Football: Democracy, Income Inequality, and Men’s National Football Performance," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(3), pages 981-1013, October.
    2. Meshael Batarfi & James Reade, 2021. "Why are We So Good At Football, and They So Bad? Institutions and National Footballing Performance," De Economist, Springer, vol. 169(1), pages 63-80, February.
    3. Xiaoshan Hu & Guanghua Wan & Chen Yang & Anqi Zhang, 2023. "Inequality and the middle‐income trap," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(7), pages 1684-1710, October.

    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. 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.
    2. Martino, Roberto, 2015. "Convergence and growth. Labour productivity dynamics in the European Union," Journal of Macroeconomics, Elsevier, vol. 46(C), pages 186-200.
    3. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    4. Han, Xuehui & Wei, Shang-Jin, 2017. "Re-examining the middle-income trap hypothesis (MITH): What to reject and what to revive?," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 41-61.
    5. Lehmann, Hartmut & Silvagni, Maria Giulia, 2013. "Is There Convergence of Russia's Regions? Exploring the Empirical Evidence: 1995–2010," IZA Discussion Papers 7603, Institute of Labor Economics (IZA).
    6. Iancu, Aurel, 2007. "The Question of Economic Convergence - first part -," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 4(3), pages 5-18, September.
    7. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    8. Berlinschi, Ruxanda & Schokkaert, Jeroen & Swinnen, Johan, 2013. "When drains and gains coincide: Migration and international football performance," Labour Economics, Elsevier, vol. 21(C), pages 1-14.
    9. Iancu, Aurel, 2009. "Real Economic Convergence," Working Papers of National Institute for Economic Research 090104, Institutul National de Cercetari Economice (INCE).
    10. Melanie Krause, 2017. "The Millennium Peak in Club Convergence: A New Look at Distributional Changes in The Wealth of Nations," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(3), pages 621-642, April.
    11. Miller, Stephen M. & Upadhyay, Mukti P., 2002. "Total factor productivity and the convergence hypothesis," Journal of Macroeconomics, Elsevier, vol. 24(2), pages 267-286, June.
    12. Francesco Quatraro, 2006. "Mind the Gap: Convergence of Technology and Technology of Convergence in Italian Regions, 1982-2001," ERSA conference papers ersa06p831, European Regional Science Association.
    13. Hafner, Kurt A. & Mayer-Foulkes, David, 2013. "Fertility, economic growth, and human development causal determinants of the developed lifestyle," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 107-120.
    14. Marine Hadengue & Thierry Warin, 2013. "Patterns of Specialization and (Un)conditional Convergence: The Cases of Brazil, China and India," CIRANO Working Papers 2013s-17, CIRANO.
    15. Andrea Bonilla, 2014. "An Examination of the Convergence in the Output of South American Countries: The Influence of the Region's Integration Projects," Working Papers halshs-01069353, HAL.
    16. Andrea Bonilla Bolanos, 2014. "An Examination of the Convergence in the Output of South American Countries: The Influence of the Region’s Integration Projects," Working Papers 1424, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    17. Pozzolo, Alberto Franco, 2004. "Endogenous Growth in Open Economies - A Survey of Major Results," Economics & Statistics Discussion Papers esdp04020, University of Molise, Department of Economics.
    18. Adriana Di Liberto, 2007. "Convergence and Divergence in Neoclassical Growth Models with Human Capital," Economia politica, Società editrice il Mulino, issue 2, pages 289-322.
    19. Xavier Sala-i-Martin, 2002. "15 Years of New Growth Economics : What Have we Learnt?," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 5(2), pages 5-15, August.
    20. 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.

    More about this item

    Keywords

    unconditional convergence; global competition; soccer; middle income trap.;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • F20 - International Economics - - International Factor Movements and International Business - - - General
    • Z2 - Other Special Topics - - Sports Economics

    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:inq:inqwps:ecineq2017-453. 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: Maria Ana Lugo (email available below). General contact details of provider: https://edirc.repec.org/data/ecineea.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.