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A Quantile Regression Analysis of Growth and Convergence in the EU: Potential Implications for Portugal

Author

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  • João Sousa Andrade

    (Faculty of Economics, University of Coimbra and GEMF, Portugal.)

  • Adelaide Duarte

    (Faculty of Economics, University of Coimbra and GEMF, Portugal.)

  • Marta Simões

    (Faculty of Economics, University of Coimbra and GEMF, Portugal.)

Abstract

This paper applies a quantile regression approach to examine the growth and convergence process of fourteen EU member states over the period 1986-2009. From the results of the estimation of an accounting growth regression we conclude that an increase in the weight of the non-tradables sector and a loss of (price) competitiveness are especially harmful for growth for under-performing countries, while these benefit the most from physical capital accumulation and are less negatively affected by an increase in government consumption. Additionally, technological convergence is felt less strongly by low-growth member states. The variables retained are robustly related to growth at all quantiles, but the quantitative importance of the respective coefficients differs across quantiles in some cases. Given the changes in growth rhythms that Portugal recorded throughout the period under analysis, we derive some potential implications from these results for a better understanding of the Portuguese growth and convergence process after European integration. Our findings suggest that, given the growth deceleration that the Portuguese economy has been experiencing since the late 1990s, policies to enhance growth should pay more attention to promoting competitiveness and changing the specialization pattern away from the non-tradables sectors, as well as to increasing investment.

Suggested Citation

  • João Sousa Andrade & Adelaide Duarte & Marta Simões, 2014. "A Quantile Regression Analysis of Growth and Convergence in the EU: Potential Implications for Portugal," Notas Económicas, Faculty of Economics, University of Coimbra, issue 39, pages 48-72, June.
  • Handle: RePEc:gmf:journl:y:2014:i:39:p:48-72
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    as
    1. Raul A. Barreto & Anthony W. Hughes, 2004. "Under Performers and Over Achievers: A Quantile Regression Analysis of Growth," The Economic Record, The Economic Society of Australia, vol. 80(248), pages 17-35, March.
    2. 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.
    3. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    4. Jonathan Temple, 2005. "Dual Economy Models: A Primer For Growth Economists," Manchester School, University of Manchester, vol. 73(4), pages 435-478, July.
    5. Charles I. Jones, 2002. "Sources of U.S. Economic Growth in a World of Ideas," American Economic Review, American Economic Association, vol. 92(1), pages 220-239, March.
    6. Mello, Marcelo & Perrelli, Roberto, 2003. "Growth equations: a quantile regression exploration," The Quarterly Review of Economics and Finance, Elsevier, vol. 43(4), pages 643-667.
    7. Jesus regstdpo-Cuaresma & Neil Foster & Robert Stehrer, 2011. "Determinants of Regional Economic Growth by Quantile," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 809-826.
    8. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    9. Evan Osborne, 2006. "The Sources Of Growth At Different Stages Of Development," Contemporary Economic Policy, Western Economic Association International, vol. 24(4), pages 536-547, October.
    10. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    11. Barro, Robert J & Sala-i-Martin, Xavier, 1997. "Technological Diffusion, Convergence, and Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 1-26, March.
    12. Francisco Alcalá & Antonio Ciccone, 2004. "Trade and Productivity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 613-646.
    13. Andrea Bassanini & Stefano Scarpetta, 2003. "The Driving Forces of Economic Growth: Panel Data Evidence for the OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 9-56.
    14. 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.
    15. Barro, Robert J. & Lee, Jong-Wha, 1994. "Sources of economic growth," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 1-46, June.
    16. Marcio Laurini, 2007. "A note on the use of quantile regression in beta convergence analysis," Economics Bulletin, AccessEcon, vol. 3(52), pages 1-8.
    17. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    18. 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.
    19. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    20. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    21. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    22. Soukiazis, Elias & Castro, Vitor, 2005. "How the Maastricht criteria and the Stability and Growth Pact affected real convergence in the European Union: A panel data analysis," Journal of Policy Modeling, Elsevier, vol. 27(3), pages 385-399, April.
    23. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    24. Castro, Vitor, 2011. "The impact of the European Union fiscal rules on economic growth," Journal of Macroeconomics, Elsevier, vol. 33(2), pages 313-326, June.
    25. 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, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    26. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    27. Sala-i-Martin, Xavier, 1997. "I Just Ran Two Million Regressions," American Economic Review, American Economic Association, vol. 87(2), pages 178-183, May.
    28. Neil Foster, 2008. "The Impact of Trade Liberalisation on Economic Growth: Evidence from a Quantile Regression Analysis," Kyklos, Wiley Blackwell, vol. 61(4), pages 543-567, November.
    29. Andrea Bassanini & Stefano Scarpetta & Philip Hemmings, 2001. "Economic Growth: The Role of Policies and Institutions: Panel Data. Evidence from OECD Countries," OECD Economics Department Working Papers 283, OECD Publishing.
    30. Hein, Eckhard & Truger, Achim, 2005. "European Monetary Union: nominal convergence, real divergence and slow growth?," Structural Change and Economic Dynamics, Elsevier, vol. 16(1), pages 7-33, March.
    31. Gilles Dufrenot & Valerie Mignon & Charalambos Tsangarides, 2010. "The trade-growth nexus in the developing countries: a quantile regression approach," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(4), pages 731-761, December.
    32. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    33. Miles, W., 2004. "Human Capital and Economic Growth: A Quantile Regression Approach," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 4(2).
    34. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    35. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    36. Kormendi, Roger C. & Meguire, Philip G., 1985. "Macroeconomic determinants of growth: Cross-country evidence," Journal of Monetary Economics, Elsevier, vol. 16(2), pages 141-163, September.
    37. Karras, Georgios, 1997. "On the Optimal Government Size in Europe: Theory and Empirical Evidence," The Manchester School of Economic & Social Studies, University of Manchester, vol. 65(3), pages 280-294, June.
    38. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    39. Jonathan R. W. Temple, 2005. "Growth and Wage Inequality in a Dual Economy," Bulletin of Economic Research, Wiley Blackwell, vol. 57(2), pages 145-169, April.
    40. Barros, Pedro Pita & Garoupa, Nuno, 1996. "Portugal-European Union convergence: Some evidence," European Journal of Political Economy, Elsevier, vol. 12(3), pages 545-553, November.
    41. Santos Pereira, Álvaro & Lains, Pedro, 2010. "From an agrarian society to a knowledge economy : Portugal, 1950-2010," IFCS - Working Papers in Economic History.WH wp10-09, Universidad Carlos III de Madrid. Instituto Figuerola.
    42. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    43. 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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    More about this item

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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