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On the Link Between the Volatility and Skewness of Growth

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  • Geert Bekaert
  • Alexander Popov

Abstract

In a sample of 110 countries over the period 1960-2009, we document a positive relation between the volatility and skewness of growth in the cross-section. The relation holds regardless of initial level of economic development and of subsequent long-run growth rate. We argue that this novel stylized fact is related to two distinct phenomena: sudden growth spurts in mostly emerging markets, and rare and abrupt crises in mostly developed economies. The former phenomenon is driven by industrialization, macroeconomic stabilization, and the exploitation of natural resources. The latter is consistent with recent theories of financial frictions. The positive relation between volatility and skewness in the cross-section is in sharp contrast with a negative relation between the two in panel data with country fixed effects which is fully driven by business cycle variation in rich countries.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 18556.

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Date of creation: Nov 2012
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Handle: RePEc:nbr:nberwo:18556

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  1. Fatas, Antonio & Mihov, Ilian, 2006. "The macroeconomic effects of fiscal rules in the US states," Journal of Public Economics, Elsevier, Elsevier, vol. 90(1-2), pages 101-117, January.
  2. Nobuhiro Kiyotaki & John Moore, 1995. "Credit Cycles," NBER Working Papers 5083, National Bureau of Economic Research, Inc.
  3. Anderson, Torben G. & Bollerslev, Tim & Diebold, Francis X. & Labys, Paul, 2002. "Modeling and Forecasting Realized Volatility," Working Papers, Duke University, Department of Economics 02-12, Duke University, Department of Economics.
  4. Romain Rancière & Aaron Tornell & Frank Westermann, 2008. "Systemic Crises and Growth," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 123(1), pages 359-406, 02.
  5. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "From Financial Crash to Debt Crisis," NBER Working Papers 15795, National Bureau of Economic Research, Inc.
  6. Galor, Oded & Moav, Omer, 2000. "Natural Selection and the Origin of Economic Growth," Arbetsrapport, Institute for Futures Studies 2000:5, Institute for Futures Studies.
  7. Finn E. Kydland & Carlos E.J.M. Zarazaga, 2001. "Argentina's lost decade," Center for Latin America Working Papers, Federal Reserve Bank of Dallas 0401, Federal Reserve Bank of Dallas.
  8. Mark Aguiar & Gita Gopinath, 2007. "Emerging Market Business Cycles: The Cycle Is the Trend," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 115, pages 69-102.
  9. Van Nieuwerburgh, Stijn & Veldkamp, Laura, 2006. "Learning asymmetries in real business cycles," Journal of Monetary Economics, Elsevier, Elsevier, vol. 53(4), pages 753-772, May.
  10. Simon Johnson & William Larson & Chris Papageorgiou & Arvind Subramanian, 2009. "Is Newer Better? Penn World Table Revisions and Their Impact on Growth Estimates," Working Papers, Center for Global Development 191, Center for Global Development.
  11. Murphy, Kevin M. & Shleifer, Andrei & Vishny, Robert W., 1989. "Industrialization and the Big Push," Scholarly Articles 3606235, Harvard University Department of Economics.
  12. Gali, Jordi, 1994. "Government size and macroeconomic stability," European Economic Review, Elsevier, Elsevier, vol. 38(1), pages 117-132, January.
  13. Welch, Ivo, 1992. " Sequential Sales, Learning, and Cascades," Journal of Finance, American Finance Association, American Finance Association, vol. 47(2), pages 695-732, June.
  14. Rodrik, Dani, 1996. "Why do More Open Economies Have Bigger Governments?," CEPR Discussion Papers, C.E.P.R. Discussion Papers 1388, C.E.P.R. Discussion Papers.
  15. Acemoglu, Daron & Johnson, Simon & Robinson, James A & Thaicharoen, Yunyong, 2002. "Institutional Causes, Macroeconomic Symptoms: Volatility, Crises and Growth," CEPR Discussion Papers, C.E.P.R. Discussion Papers 3575, C.E.P.R. Discussion Papers.
  16. Boyan Jovanovic, 2004. "Asymmetric Cycles," NBER Working Papers 10573, National Bureau of Economic Research, Inc.
  17. Acemoglu, Daron & Zilibotti, Fabrizio, 1997. "Was Prometheus Unbound by Chance? Risk, Diversification, and Growth," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 105(4), pages 709-51, August.
  18. James H. Stock & Mark W. Watson, 2002. "Has the Business Cycle Changed and Why?," NBER Working Papers 9127, National Bureau of Economic Research, Inc.
  19. Ramey, Garey & Ramey, Valerie A, 1995. "Cross-Country Evidence on the Link between Volatility and Growth," American Economic Review, American Economic Association, American Economic Association, vol. 85(5), pages 1138-51, December.
  20. Ben Bernanke & Mark Gertler & Simon Gilchrist, 1994. "The Financial Accelerator and the Flight to Quality," NBER Working Papers 4789, National Bureau of Economic Research, Inc.
  21. 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.
  22. Goodfriend, Marvin & McDermott, John, 1995. "Early Development," American Economic Review, American Economic Association, American Economic Association, vol. 85(1), pages 116-33, March.
  23. Diebold, Francis X & Rudebusch, Glenn D, 1990. "A Nonparametric Investigation of Duration Dependence in the American Business Cycle," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 98(3), pages 596-616, June.
  24. Scott, A. & Acemoglu, D., 1995. "Asymmetric Business Cycles: Theory and Time-series Evidence," Economics Series Working Papers, University of Oxford, Department of Economics 99173, University of Oxford, Department of Economics.
  25. Finn E. Kydland & Carlos E. J. M. Zarazaga, 2002. "Online Appendix to Argentina's Lost Decade and the Subsequent Recovery Puzzle," Technical Appendices, Review of Economic Dynamics kydland02, Review of Economic Dynamics.
  26. Gary D. Hansen & Edward C. Prescott, 1999. "Malthus to Solow," Staff Report, Federal Reserve Bank of Minneapolis 257, Federal Reserve Bank of Minneapolis.
  27. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, American Economic Association, vol. 79(1), pages 14-31, March.
  28. Paolo Epifani & Gino Gancia, 2009. "Openness, Government Size and the Terms of Trade," Review of Economic Studies, Oxford University Press, vol. 76(2), pages 629-668.
  29. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, American Economic Association, vol. 90(4), pages 806-828, September.
  30. Javier García-Cicco & Roberto Pancrazi & Martín Uribe, 2006. "Real Business Cycles in Emerging Countries?," NBER Working Papers 12629, National Bureau of Economic Research, Inc.
  31. Sichel, Daniel E, 1993. "Business Cycle Asymmetry: A Deeper Look," Economic Inquiry, Western Economic Association International, Western Economic Association International, vol. 31(2), pages 224-36, April.
  32. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, Econometric Society, vol. 57(2), pages 357-84, March.
  33. Ann Owen & Julio Videras & Lewis Davis, 2009. "Do all countries follow the same growth process?," Journal of Economic Growth, Springer, Springer, vol. 14(4), pages 265-286, December.
  34. Acemoglu, Daron & Scott, Andrew, 1994. "Asymmetries in the Cyclical Behaviour of UK Labour Markets," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 104(427), pages 1303-23, November.
  35. Aguiar, Mark & Gopinath, Gita, 2007. "Emerging Market Business Cycles: The Cycle is the Trend," Scholarly Articles 11988098, Harvard University Department of Economics.
  36. Wacziarg, Romain & Welch, Karen Horn, 2003. "Trade Liberalization and Growth: New Evidence," Research Papers, Stanford University, Graduate School of Business 1826, Stanford University, Graduate School of Business.
  37. Diego Comin & Mark Gertler, 2003. "Medium Term Business Cycles," NBER Working Papers 10003, National Bureau of Economic Research, Inc.
  38. Bloom, David E & Canning, David & Sevilla, Jaypee, 2003. " Geography and Poverty Traps," Journal of Economic Growth, Springer, Springer, vol. 8(4), pages 355-78, December.
  39. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, American Economic Association, vol. 100(5), pages 1941-66, December.
  40. Neftci, Salih N, 1984. "Are Economic Time Series Asymmetric over the Business Cycle?," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 92(2), pages 307-28, April.
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