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Why has Growth slowed in Sub-Saharan Africa: A System GMM-IV Approach

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Listed author(s):
  • MAHMUD, HASSAN

Abstract

In this paper we estimated the traditional cross-country growth model and corrected for model endogeneity bias and country-specific hetereogeneity effects. Using the System-IV Generalized Method of Moments (GMM) approach, we identified the key factors that determine GDP per capita growth rate in a panel regression model of 100 countries. Parameter robustness tests was applied to the models which also included: Within Fixed E®ects; Pooled-Ordinary Least Square and Levels-IV GMM models, using the Extreme Bounds Analysis (EBA). We found that most of the estimated covariates that show significant coefficients in the regression model are actually fragile, except for initial income, institutions and real exchange rate over valuation. More importantly too, the results suggested that natural resource endowment, such as oil, may not have accounted for why some resource rich developing countries (e.g Nigeria) have grown slowly as is commonly argued in the literature.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 25910.

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Date of creation: 11 Dec 2008
Handle: RePEc:pra:mprapa:25910
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Keywords: Fixed Effects Models; Economic Growth; Endogeneity; Method of Moments;

Find related papers by JEL classification:

  • E13 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Neoclassical
  • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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  1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
  2. Stephen P. A. Brown & Mine K. Yücel, 2004. "The effect of high oil prices on today's Texas economy," Southwest Economy, Federal Reserve Bank of Dallas, issue Sep, pages 1-6.
  3. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
  4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
  5. 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.
  6. 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.
  7. Acemoglu, Daron & Johnson, Simon & Robinson, James & Thaicharoen, Yunyong, 2003. "Institutional causes, macroeconomic symptoms: volatility, crises and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 49-123, January.
  8. Barro, Robert J, 1996. "Democracy and Growth," Journal of Economic Growth, Springer, vol. 1(1), pages 1-27, March.
  9. Bernard, Andrew B. & Durlauf, Steven N., 1996. "Interpreting tests of the convergence hypothesis," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 161-173.
  10. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
  11. Leamer, Edward E, 1983. "Let's Take the Con Out of Econometrics," American Economic Review, American Economic Association, vol. 73(1), pages 31-43, March.
  12. David E. Bloom & Jeffrey D. Sachs, 1998. "Geography, Demography, and Economic Growth in Africa," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(2), pages 207-296.
  13. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
  14. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
  15. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 107(2), pages 407-437.
  16. Levine, Ross & Renelt, David, 1991. "Cross-country studies of growth and policy : methodological, conceptual, and statistical problems," Policy Research Working Paper Series 608, The World Bank.
  17. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
  18. 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.
  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. Durlauf, Steven N., 2001. "Manifesto for a growth econometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 65-69, January.
  21. Rudger Dornbusch & Ilan Goldfajn & Rodrigo O. Valdés, 1995. "Currency Crises and Collapses," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(2), pages 219-294.
  22. Swan, Trevor W, 2002. "Economic Growth," The Economic Record, The Economic Society of Australia, vol. 78(243), pages 375-380, December.
  23. Bliss, Christopher, 1999. "Galton's Fallacy and Economic Convergence," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 4-14, January.
  24. Rina Bhattacharya & Tarik Yousef & Pierre Dhonte, 2000. "Demographic Transition in the Middle East; Implications for Growth, Employment, and Housing," IMF Working Papers 00/41, International Monetary Fund.
  25. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
  26. Bulli, Sandra, 2001. "Distribution Dynamics and Cross-Country Convergence: A New Approach," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(2), pages 226-243, May.
  27. Paul Collier & Jan Willem Gunning, 1999. "Why Has Africa Grown Slowly?," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 3-22, Summer.
  28. 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.
  29. Lederman, Daniel & Maloney, William F., 2003. "Trade structure and growth," Policy Research Working Paper Series 3025, The World Bank.
  30. Eastwood, R K & Venables, A J, 1982. "The Macroeconomic Implications of a Resource Discovery in an Open Economy," Economic Journal, Royal Economic Society, vol. 92(366), pages 285-299, June.
  31. Jonathan Temple, 2003. "The Long-Run implications of Growth Theories," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 497-510, 07.
  32. 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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Cited by:

  1. Goulas, Eleftherios & Zervoyianni, Athina, 2013. "Growth, deficits and uncertainty: Theoretical aspects and empirical evidence from a panel of 27 countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(4), pages 380-392.
  2. Eleftherios Goulas & Athina Zervoyianni, 2013. "Growth, Deficits and Uncertainty: Theoretical Aspects and Empirical Evidence," Working Paper Series 53_13, The Rimini Centre for Economic Analysis.

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