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The Trade-Growth Nexus in the Developing Countries: a Quantile Regression Approach

  • Gilles Dufrénot
  • Valérie Mignon
  • Charalambos Tsangarides

This paper applies quantile regression techniques to investigate how the impact of trade openness on the growth rate of per capita income varies with the conditional distribution of growth. Using formal robustness analyses, we first identify robust variables affecting economic growth (investment, government balance, terms of trade, inflation, and population growth) which we then use as controls in the quantile regression estimations. Our findings suggest a heterogeneous trade-growth nexus: for both the long-run and the short-run, the effect of openness on growth is higher in countries with low growth rates compared to those of high growth rates. Our results cast doubt on earlier literature that finds little effect of openness on growth, and suggest that the implications of parameter heterogeneity in the openness-growth relationship need to be considered before prescribing policies.

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Paper provided by CEPII research center in its series Working Papers with number 2009-04.

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Date of creation: Mar 2009
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Handle: RePEc:cii:cepidt:2009-04
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  1. 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.
  2. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
  3. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
  4. Chang, Roberto & Kaltani, Linda & Loayza, Norman V., 2009. "Openness can be good for growth: The role of policy complementarities," Journal of Development Economics, Elsevier, vol. 90(1), pages 33-49, September.
  5. Chris Papageorgiou, . "Trade as a Threshold Variable for Multiple Regimes," Departmental Working Papers 2001-06, Department of Economics, Louisiana State University.
  6. Durlauf, S.M. & Johnson, P.A., 1995. "Multiple Regimes and Cross-Country Growth Behavior," Working papers 9419r, Wisconsin Madison - Social Systems.
  7. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
  8. David F. Hendry & Hans-Martin Krolzig, 2004. "We Ran One Regression," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(5), pages 799-810, December.
  9. Carmen Fernandez & Eduardo Ley & Mark F J Steel, 1998. "Benchmark priors for Bayesian model averaging," ESE Discussion Papers 26, Edinburgh School of Economics, University of Edinburgh.
  10. Hausman, Jerry A. & Taylor, William E., 1981. "Panel data and unobservable individual effects," Journal of Econometrics, Elsevier, vol. 16(1), pages 155-155, May.
  11. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
  12. James E. Anderson & Eric van Wincoop, 2000. "Gravity with Gravitas: A Solution to the Border Puzzle," Boston College Working Papers in Economics 485, Boston College Department of Economics.
  13. 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, 03.
  14. Jesus Crespo Cuaresma & Gernot Doppelhofer, 2006. "Nonlinearities in Cross-Country Growth Regressions: A Bayesian Averaging of Thresholds (BAT) Approach," Vienna Economics Papers 0608, University of Vienna, Department of Economics.
  15. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-63, July.
  16. Lee, Sokbae, 2007. "Endogeneity in quantile regression models: A control function approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1131-1158, December.
  17. repec:oup:qjecon:v:106:y:1991:i:2:p:369-405 is not listed on IDEAS
  18. Charalambos G. Tsangarides, 2005. "Growth Empirics Under Model Uncertainty: Is Africa Different?," IMF Working Papers 05/18, International Monetary Fund.
  19. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2003. "Fixed effects, random effects or Hausman-Taylor?: A pretest estimator," Economics Letters, Elsevier, vol. 79(3), pages 361-369, June.
  20. Victor Chernozhukov & Christian Hansen, 2005. "An IV Model of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 73(1), pages 245-261, 01.
  21. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
  22. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-70, August.
  23. Romain Wacziarg & Karen Horn Welch, 2008. "Trade Liberalization and Growth: New Evidence," World Bank Economic Review, World Bank Group, vol. 22(2), pages 187-231, June.
  24. Sakata, Shinichi, 2007. "Instrumental variable estimation based on conditional median restriction," Journal of Econometrics, Elsevier, vol. 141(2), pages 350-382, December.
  25. Andreas Billmeier & Tommaso Nannicini, 2007. "Trade Openness and Growth: Pursuing Empirical Glasnost," IMF Working Papers 07/156, International Monetary Fund.
  26. Amemiya, Takeshi, 1982. "Two Stage Least Absolute Deviations Estimators," Econometrica, Econometric Society, vol. 50(3), pages 689-711, May.
  27. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
  28. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
  29. Winford H. Masanjala & Chris Papageorgiou, 2008. "Rough and lonely road to prosperity: a reexamination of the sources of growth in Africa using Bayesian model averaging," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 671-682.
  30. Devarajan, Shantayanan & Rodrik, Dani, 1989. "Trade Liberalization in Developing Countries: Do Imperfect Competition and Scale Economies Matter?," American Economic Review, American Economic Association, vol. 79(2), pages 283-87, May.
  31. Zou, Hui, 2006. "The Adaptive Lasso and Its Oracle Properties," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1418-1429, December.
  32. Gernot Doppelhofer & Ronald I. Miller & Xavier Sala-i-Martin, 2000. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," NBER Working Papers 7750, National Bureau of Economic Research, Inc.
  33. Honore, Bo E & Hu, Luojia, 2004. "On the Performance of Some Robust Instrumental Variables Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 22(1), pages 30-39, January.
  34. Charalambos Tsangarides & Pierre Ewenczyk & Michal Hulej & Mahvash Saeed Qureshi, 2009. "Are Africa's Currency Unions Good for Trade?," IMF Staff Papers, Palgrave Macmillan, vol. 56(4), pages 876-918, November.
  35. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
  36. repec:oup:qjecon:v:106:y:1991:i:2:p:531-55 is not listed on IDEAS
  37. Francisco Rodriguez & Dani Rodrik, 2001. "Trade Policy and Economic Growth: A Skeptic's Guide to the Cross-National Evidence," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 261-338 National Bureau of Economic Research, Inc.
  38. William A. Brock & Steven N. Durlauf & Kenneth D. West, 2003. "Policy Evaluation in Uncertain Economic Environments," NBER Working Papers 10025, National Bureau of Economic Research, Inc.
  39. Dani Rodrik, 1998. "Trade Policy and Economic Performance in Sub-Saharan Africa," NBER Working Papers 6562, National Bureau of Economic Research, Inc.
  40. Jesus Crespo-Cuaresma & Neil Foster-McGregor & Robert Stehrer, 2009. "The Determinants of Regional Economic Growth by Quantile," wiiw Working Papers 54, The Vienna Institute for International Economic Studies, wiiw.
  41. Alwyn Young, 1991. "Learning by Doing and the Dynamic Effects of International Trade," NBER Working Papers 3577, National Bureau of Economic Research, Inc.
  42. Calderon, Cesar & Serven, Luis, 2008. "Infrastructure and economic development in Sub-Saharan Africa," Policy Research Working Paper Series 4712, The World Bank.
  43. Greenaway, David, 1998. "Does Trade Liberalisation Promote Economic Development?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 45(5), pages 491-511, November.
  44. Powell, James L, 1983. "The Asymptotic Normality of Two-Stage Least Absolute Deviations Estimators," Econometrica, Econometric Society, vol. 51(5), pages 1569-75, September.
  45. Charalambos G. Tsangarides & Alin Mirestean, 2009. "Growth Determinants Revisited," IMF Working Papers 09/268, International Monetary Fund.
  46. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
  47. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  48. Brendan M. Cunningham, 2003. "The Distributional Heterogeneity of Growth Effects: Some Evidence," Manchester School, University of Manchester, vol. 71(4), pages 417-447, 07.
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