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Thresholds and Context Dependence in Growth

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  • Atish R. Ghosh
  • Holger Wolf

Abstract

Is there a single recipe for fast growth? Much of the recent cross-section empirical growth literature implicitly assumes there is. Yet both development and growth theory as well as casual empiricism suggest pervasive non-linearities in the growth process. Low inflation may grease the wheels of commerce' while high inflation may arrest them, secondary education may be crucial for promoting growth in open economies, but be largely ineffective in war-ravaged countries, etc. Such threshold effects and context dependence are difficult to capture in standard multivariate regressions, but are readily identified by classification tree analysis, undertaken here. Our results suggest that both types of non-linearities are indeed pervasive. The findings go some way towards explaining the limited robustness of cross-country growth regressions, and argue against the existence of a universal growth recipe.

Suggested Citation

  • Atish R. Ghosh & Holger Wolf, 1998. "Thresholds and Context Dependence in Growth," NBER Working Papers 6480, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:6480
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    1. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    2. 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.
    3. Matsuyama, Kiminori, 1992. "Agricultural productivity, comparative advantage, and economic growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 317-334, December.
    4. 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.
    5. Ciccone, Antonio & Matsuyama, Kiminori, 1996. "Start-up costs and pecuniary externalities as barriers to economic development," Journal of Development Economics, Elsevier, vol. 49(1), pages 33-59, April.
    6. Murphy, Kevin M & Shleifer, Andrei & Vishny, Robert W, 1989. "Industrialization and the Big Push," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1003-1026, October.
    7. 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.
    8. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
    9. Ross Levine, 1990. "Stock markets, growth, and policy," International Finance Discussion Papers 374, Board of Governors of the Federal Reserve System (U.S.).
    10. Young, Allyn A., 1928. "Increasing Returns and Economic Progress," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 38, pages 527-542.
    11. Edwards, Sebastian, 1992. "Trade orientation, distortions and growth in developing countries," Journal of Development Economics, Elsevier, vol. 39(1), pages 31-57, July.
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    2. Graciela L. Kaminsky, 2003. "Varieties of Currency Crises," NBER Working Papers 10193, National Bureau of Economic Research, Inc.
    3. Pritchett, Lant, 1998. "Patterns of economic growth : hills, plateaus, mountains, and plains," Policy Research Working Paper Series 1947, The World Bank.
    4. Mark Rogers, 2003. "A Survey of Economic Growth," The Economic Record, The Economic Society of Australia, vol. 79(244), pages 112-135, March.
    5. Rupa Duttagupta & Mr. Montfort Mlachila, 2008. "What is Really Good for Long-Term Growth? Lessons from a Binary Classification Tree (BCT) Approach," IMF Working Papers 2008/263, International Monetary Fund.
    6. Rui Hao, 2008. "Opening up, Market Reform, and Convergence Clubs in China," Asian Economic Journal, East Asian Economic Association, vol. 22(2), pages 133-160, June.
    7. Klump, Rainer, 2003. "Inflation, factor substitution and growth," Working Paper Series 280, European Central Bank.
    8. Christine Sauer & Geng Li & Kishore Gawande, 2003. "Big push industrialization: some empirical evidence for East Asia and Eastern Europe," Economics Bulletin, AccessEcon, vol. 15(9), pages 1-7.
    9. repec:ebl:ecbull:v:15:y:2003:i:9:p:1-7 is not listed on IDEAS
    10. Kaminsky, Graciela L., 2006. "Currency crises: Are they all the same?," Journal of International Money and Finance, Elsevier, vol. 25(3), pages 503-527, April.

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