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Can Leading Indicators Assess Country Vulnerability? Evidence from the 2008-09 Global Financial Crisis

  • Frankel, Jeffrey A.
  • Saravelos, George

This paper investigates whether leading indicators can help explain the cross-country incidence of the 2008-09 financial crisis. Rather than looking for indicators with specific relevance to the current crisis, the selection of variables is driven by an extensive review of more than eighty papers from the previous literature on early warning indicators. The review suggests that central bank reserves and past movements in the real exchange rate were the two leading indicators that had proven the most useful in explaining crisis incidence across different countries and crises in the past. For the 2008-09 crisis, we use six different variables to measure crisis incidence: drops in GDP and industrial production, currency depreciation, stock market performance, reserve losses, and participation in an IMF program. We find that the level of reserves in 2007 appears as a consistent and statistically significant leading indicator of who got hit by the 2008-09 crisis, in line with the conclusions of the pre-2008 literature. In addition to reserves, recent real appreciation is a statistically significant predictor of devaluation and of a measure of exchange market pressure during the current crisis. So is the exchange rate regime. We define the period of the global financial crisis as running from late 2008 to early 2009, which probably explains why we find stronger results than earlier papers such as Obstfeld, Shambaugh and Taylor (2009, 2010) and Rose and Spiegel (2009a,b) which use annual data.

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Paper provided by Harvard Kennedy School of Government in its series Scholarly Articles with number 9642637.

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Date of creation: 2012
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Publication status: Published in Journal of International Economics
Handle: RePEc:hrv:hksfac:9642637
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  1. Philip R Lane & Gian Maria Milesi-Ferretti, 2011. "The Cross-Country Incidence of the Global Crisis," IMF Economic Review, Palgrave Macmillan, vol. 59(1), pages 77-110, April.
  2. Rodrigo O. Valdes & Ilan Goldfajn, 1997. "Are Currency Crises Predictable?," IMF Working Papers 97/159, International Monetary Fund.
  3. Gian Milesi-Ferretti & Assaf Razin, 1998. "Current Account Reversals and Currency Crises; Empirical Regularities," IMF Working Papers 98/89, International Monetary Fund.
  4. Sebastian Edwards & Peter J. Montiel, 1989. "Devaluation Crises and the Macroeconomic Consequences of Postponed Adjustment in Developing Countries," IMF Staff Papers, Palgrave Macmillan, vol. 36(4), pages 875-903, December.
  5. Herrara, Santiago & Garcia, Conrado, 1999. "User's guide to an early warning system for macroeconomic vulnerability in Latin American countries," Policy Research Working Paper Series 2233, The World Bank.
  6. Maurice Obstfeld & Jay C. Shambaugh & Alan M. Taylor, 2009. "Financial Instability, Reserves, and Central Bank Swap Lines in the Panic of 2008," American Economic Review, American Economic Association, vol. 99(2), pages 480-86, May.
  7. Manasse, Paolo & Roubini, Nouriel, 2009. ""Rules of thumb" for sovereign debt crises," Journal of International Economics, Elsevier, vol. 78(2), pages 192-205, July.
  8. Patrick Honohan, 1997. "Banking system failures in developing and transition countries: Diagnosis and predictions," BIS Working Papers 39, Bank for International Settlements.
  9. Kaminsky, Graciela & Lizondo, Saul & Reinhart, Carmen M., 1997. "Leading indicators of currency crises," Policy Research Working Paper Series 1852, The World Bank.
  10. Hali J. Edison, 2000. "Do indicators of financial crises work? an evaluation of an early warning system," International Finance Discussion Papers 675, Board of Governors of the Federal Reserve System (U.S.).
  11. Stijn Claessens & M. Ayhan Kose & Marco E. Terrones, 2010. "The Global Financial Crisis:How Similar? How Different? How Costly?," Koç University-TUSIAD Economic Research Forum Working Papers 1011, Koc University-TUSIAD Economic Research Forum.
  12. Sebastian Edwards & Julio A. Santaella, 1992. "Devaluation Controversies in the Developing Countries: Lessons From the Bretton Woods Era," NBER Working Papers 4047, National Bureau of Economic Research, Inc.
  13. Michael W. Klein & Jay C. Shambaugh, 2006. "The Nature of Exchange Rate Regimes," NBER Working Papers 12729, National Bureau of Economic Research, Inc.
  14. Rose, Andrew K & Spiegel, Mark, 2010. "Cross-Country Causes and Consequences of the Crisis: An Update," CEPR Discussion Papers 7901, C.E.P.R. Discussion Papers.
  15. Maria Soledad Martinez Peria, 2002. "A regime-switching approach to the study of speculative attacks: A focus on EMS crises," Empirical Economics, Springer, vol. 27(2), pages 299-334.
  16. Steven B. Kamin & John W. Schindler & Shawna L. Samuel, 2001. "The contribution of domestic and external factors to emerging market devaluation crises: an early warning systems approach," International Finance Discussion Papers 711, Board of Governors of the Federal Reserve System (U.S.).
  17. Giancarlo Corsetti & Paolo Pesenti & Nouriel Roubini, 1998. "Paper tigers? A model of the Asian crisis," Research Paper 9822, Federal Reserve Bank of New York.
  18. Maurice Obstfeld & Jay C. Shambaugh & Alan M. Taylor, 2010. "Financial Stability, the Trilemma, and International Reserves," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 57-94, April.
  19. Ferhan Salman & Mali Chivakul & Ricardo Llaudes, 2010. "The Impact of the Great Recession on Emerging Markets," IMF Working Papers 10/237, International Monetary Fund.
  20. Stijn Claessens & Giovanni Dell'Ariccia & Deniz Igan & Luc Laeven, 2010. "Cross-country experiences and policy implications from the global financial crisis," Economic Policy, CEPR;CES;MSH, vol. 25, pages 267-293, 04.
  21. Kaminsky, G.L. & Leiderman, L., 1996. "High Real Interest Rates in the Aftermath of Disinflation: Is It a Lack of Credibility," Papers 8-96, Tel Aviv.
  22. Kent Osband & Caroline Van Rijckeghem, 2000. "Safety from Currency Crashes," IMF Staff Papers, Palgrave Macmillan, vol. 47(2), pages 4.
  23. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
  24. Dominguez, Kathryn M.E. & Hashimoto, Yuko & Ito, Takatoshi, 2012. "International reserves and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 388-406.
  25. Giannone, Domenico & Lenza, Michele & Reichlin, Lucrezia, 2010. "Market freedom and the global recession," CEPR Discussion Papers 7884, C.E.P.R. Discussion Papers.
  26. Andrew Berg & Eduardo Borensztein & Catherine Pattillo, 2005. "Assessing Early Warning Systems: How Have They Worked in Practice?," IMF Staff Papers, Palgrave Macmillan, vol. 52(3), pages 5.
  27. Christian B. Mulder & Matthieu Bussière, 1999. "External Vulnerability in Emerging Market Economies; How High Liquidity Can Offset Weak Fundamentals and the Effects of Contagion," IMF Working Papers 99/88, International Monetary Fund.
  28. Abdul Abiad, 2003. "Early Warning Systems; A Survey and a Regime-Switching Approach," IMF Working Papers 03/32, International Monetary Fund.
  29. Kaufmann, Daniel & Mehrez, Gil & Schmukler, Sergio L., 2005. "Predicting currency fluctuations and crises: Do resident firms have an informational advantage?," Journal of International Money and Finance, Elsevier, vol. 24(6), pages 1012-1029, October.
  30. Sebastian Edwards, 1987. "Exchange Controls, Devaluations and Real Exchange Rates: The Latin American Experience," UCLA Economics Working Papers 450, UCLA Department of Economics.
  31. Sebastian Edwards, 1989. "Tariffs, Capital Controls, and Equilibrium Real Exchange Rates," Canadian Journal of Economics, Canadian Economics Association, vol. 22(1), pages 79-92, February.
  32. Demirguc-Kunt, Asli & Detragiache, Enrica, 2005. "Cross-country empirical studies of systemic bank distress : a survey," Policy Research Working Paper Series 3719, The World Bank.
  33. Sebastian Edwards, 1989. "Real Exchange Rates in the Developing Countries: Concepts and Measure- ment," NBER Working Papers 2950, National Bureau of Economic Research, Inc.
  34. Jeffrey D. Sachs & Aaron Tornell & Andrés Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1), pages 147-216.
  35. Marc Klau & John Hawkins, 2000. "Measuring potential vulnerabilities in emerging market economies," BIS Working Papers 91, Bank for International Settlements.
  36. Yacine Aït-Sahalia & Jochen Andritzky & Andreas Jobst & Sylwia Nowak & Natalia Tamirisa, 2010. "Market Response to Policy Initiatives during the Global Financial Crisis," NBER Working Papers 15809, National Bureau of Economic Research, Inc.
  37. Andrew Berg & Catherine Pattillo, 1999. "Are Currency Crises Predictable? A Test," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1.
  38. Grier, Kevin B & Grier, Robin M, 2001. "Exchange Rate Regimes and the Cross-Country Distribution of the 1997 Financial Crisis," Economic Inquiry, Western Economic Association International, vol. 39(1), pages 139-48, January.
  39. Graciela Laura Kaminsky, 1999. "Currency and Banking Crises; The Early Warnings of Distress," IMF Working Papers 99/178, International Monetary Fund.
  40. Cerra, Valerie & Saxena, Sweta Chaman, 2002. "Contagion, Monsoons, and Domestic Turmoil in Indonesia's Currency Crisis," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 36-44, February.
  41. Shimpalee, Pattama L. & Breuer, Janice Boucher, 2006. "Currency crises and institutions," Journal of International Money and Finance, Elsevier, vol. 25(1), pages 125-145, February.
  42. Ricardo N. Bebczuk & Ugo Panizza & Arturo Galindo, 2006. "An Evaluation of the Contractionary Devaluation Hypothesis," IDB Publications (Working Papers) 6712, Inter-American Development Bank.
  43. Aaron Tornell, 1999. "Common Fundamentals in the Tequila and Asian Crises," Harvard Institute of Economic Research Working Papers 1868, Harvard - Institute of Economic Research.
  44. Kamin, S.B., 1988. "Devaluation, External Balance, And Macroeconomic Performance: A Look At The Numbers," Princeton Studies in International Economics 62, International Economics Section, Departement of Economics Princeton University,.
  45. Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August.
  46. Ramon Moreno, 1995. "Macroeconomic behavior during periods of speculative pressure or realignment: evidence from Pacific Basin economies," Economic Review, Federal Reserve Bank of San Francisco, pages 3-16.
  47. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency crashes in emerging markets: An empirical treatment," Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November.
  48. Swati R. Ghosh & Atish R. Ghosh, 2003. "Structural Vulnerabilities and Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 50(3), pages 7.
  49. Klein, Michael W. & Marion, Nancy P., 1997. "Explaining the duration of exchange-rate pegs," Journal of Development Economics, Elsevier, vol. 54(2), pages 387-404, December.
  50. Manuel De la Rocha & Roberto Perrelli & Christian B. Mulder, 2002. "The Role of Corporate, Legal and Macroeconomic Balance Sheet Indicators in Crisis Detection and Prevention," IMF Working Papers 02/59, International Monetary Fund.
  51. Jason Furman & Joseph E. Stiglitz, 1998. "Economic Crises: Evidence and Insights from East Asia," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(2), pages 1-136.
  52. Bussiere, Matthieu & Mulder, Christian, 2000. "Political Instability and Economic Vulnerability," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 5(4), pages 309-30, October.
  53. Berkmen, S. Pelin & Gelos, Gaston & Rennhack, Robert & Walsh, James P., 2012. "The global financial crisis: Explaining cross-country differences in the output impact," Journal of International Money and Finance, Elsevier, vol. 31(1), pages 42-59.
  54. Marcel Fratzscher, 1998. "Why are currency crises contagious? A comparison of the Latin American Crisis of 1994–1995 and the Asian Crisis of 1997–1998," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 134(4), pages 664-691, December.
  55. P.J.G. Vlaar, 1999. "Currency Crises Models for Emerging Markets," WO Research Memoranda (discontinued) 595, Netherlands Central Bank, Research Department.
  56. Davis, E. Philip & Karim, Dilruba, 2008. "Comparing early warning systems for banking crises," Journal of Financial Stability, Elsevier, vol. 4(2), pages 89-120, June.
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