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Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis

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  • Frankel, Jeffrey
  • Saravelos, George

Abstract

We investigate 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 recent crisis, the selection of variables is driven by an extensive review of more than eighty papers from the previous literature on early warning indicators. Our motivation is to address suspicions that indicators found to be useful predictors in one round of crises are typically not useful to predict the next round. 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 episodes 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. We define the period of the global financial shock as running from late 2008 to early 2009, which probably explains why we find stronger results than earlier papers such as Obstfeld et al. (2009, 2010) and Rose and Spiegel (2009a,b, 2010, 2011) which use annual data.

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  • Frankel, Jeffrey & Saravelos, George, 2012. "Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis," Journal of International Economics, Elsevier, vol. 87(2), pages 216-231.
  • Handle: RePEc:eee:inecon:v:87:y:2012:i:2:p:216-231
    DOI: 10.1016/j.jinteco.2011.12.009
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    1. Domenico Giannone & Michele Lenza & Lucrezia Reichlin, 2011. "Market Freedom and the Global Recession," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 111-135, April.
    2. 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.
    3. 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 1-5.
    4. Kaminsky, Graciela L. & Leiderman, Leonardo, 1998. "High real interest rates in the aftermath of disinflation: is it a lack of credibility?," Journal of Development Economics, Elsevier, vol. 55(1), pages 191-214, February.
    5. 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.
    6. Marc Klau & John Hawkins, 2000. "Measuring potential vulnerabilities in emerging market economies," BIS Working Papers 91, Bank for International Settlements.
    7. 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.
    8. Philip R Lane & Gian Maria Milesi-Ferretti, 2011. "The Cross-Country Incidence of the Global Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 77-110, April.
    9. 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.
    10. Hali J. Edison, 2003. "Do indicators of financial crises work? An evaluation of an early warning system," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 11-53.
    11. Gian Maria Milesi Ferretti & Assaf Razin, 2000. "Current Account Reversals and Currency Crises: Empirical Regularities," NBER Chapters, in: Currency Crises, pages 285-323, National Bureau of Economic Research, Inc.
    12. Ricardo Bebczuk & Arturo Galindo & Ugo Panizza, 2010. "An Evaluation of the Contractionary Devaluation Hypothesis," Palgrave Macmillan Books, in: Hadi Salehi Esfahani & Giovanni Facchini & Geoffrey J. D. Hewings (ed.), Economic Development in Latin America, chapter 8, pages 102-117, Palgrave Macmillan.
    13. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    14. Kent Osband & Caroline Van Rijckeghem, 2000. "Safety from Currency Crashes," IMF Staff Papers, Palgrave Macmillan, vol. 47(2), pages 1-4.
    15. Mr. Ferhan Salman & Miss Mali Chivakul & Mr. Ricardo Llaudes, 2010. "The Impact of the Great Recession on Emerging Markets," IMF Working Papers 2010/237, International Monetary Fund.
    16. Aaron Tornell, 1999. "Common Fundamentals in the Tequila and Asian Crises," Harvard Institute of Economic Research Working Papers 1868, Harvard - Institute of Economic Research.
    17. 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 139-148, January.
    18. Andrew K. Rose & Mark M. Spiegel, "undated". "Cross-Country Causes and Consequences of the 2008 Crisis: Early Warning," Working Papers 6, Department of the Treasury, Ministry of the Economy and of Finance.
    19. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel, 1999. "Paper tigers?: A model of the Asian crisis," European Economic Review, Elsevier, vol. 43(7), pages 1211-1236, June.
    20. 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.
    21. Swati R. Ghosh & Atish R. Ghosh, 2003. "Structural Vulnerabilities and Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 50(3), pages 1-7.
    22. Asli Demirgüç-Kunt & Enrica Detragiache, 2005. "Cross-Country Empirical Studies of Systemic Bank Distress: A Survey," National Institute Economic Review, National Institute of Economic and Social Research, vol. 192(1), pages 68-83, April.
    23. Aït-Sahalia, Yacine & Andritzky, Jochen & Jobst, Andreas & Nowak, Sylwia & Tamirisa, Natalia, 2012. "Market response to policy initiatives during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 162-177.
    24. Andrew K. Rose & Mark M. Spiegel, 2010. "Cross‐Country Causes And Consequences Of The 2008 Crisis: International Linkages And American Exposure," Pacific Economic Review, Wiley Blackwell, vol. 15(3), pages 340-363, August.
    25. Edwards, Sebastian, 1989. "Exchange Controls, Devaluations, and Real Exchange Rates: The Latin American Experience," Economic Development and Cultural Change, University of Chicago Press, vol. 37(3), pages 457-494, April.
    26. Rose, Andrew K. & Spiegel, Mark M., 2011. "Cross-country causes and consequences of the crisis: An update," European Economic Review, Elsevier, vol. 55(3), pages 309-324, April.
    27. 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.
    28. 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.
    29. Valerie Cerra & Sweta Chaman Saxena, 2002. "Contagion, Monsoons, and Domestic Turmoil in Indonesia’s Currency Crisis," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 36-44, February.
    30. Claessens, Stijn & Ayhan Kose, M. & Terrones, Marco E., 2010. "The global financial crisis: How similar? How different? How costly?," Journal of Asian Economics, Elsevier, vol. 21(3), pages 247-264, June.
    31. 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.
    32. Brüggemann, Axel & Linne, Thomas, 1999. "How Good are Leading Indicators for Currency and Banking Crises in Central and Eastern Europe? An Empirical Test," IWH Discussion Papers 95/1999, Halle Institute for Economic Research (IWH).
    33. 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 480-486, May.
    34. Goldfajn, Ilan & Valdes, Rodrigo O., 1998. "Are currency crises predictable?," European Economic Review, Elsevier, vol. 42(3-5), pages 873-885, May.
    35. 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.
    36. Graciela Laura Kaminsky, 1999. "Currency and Banking Crises: The Early Warnings of Distress," IMF Working Papers 1999/178, International Monetary Fund.
    37. 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.
    38. Steven B. Kamin & Shawna L. Samuel & John W. Schindler, 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.).
    39. Sebastian Edwards & Julio Santaella, 1993. "Devaluation Controversies in the Developing Countries: Lessons from the Bretton Woods Era," NBER Chapters, in: A Retrospective on the Bretton Woods System: Lessons for International Monetary Reform, pages 405-460, National Bureau of Economic Research, Inc.
    40. Manasse, Paolo & Roubini, Nouriel, 2009. ""Rules of thumb" for sovereign debt crises," Journal of International Economics, Elsevier, vol. 78(2), pages 192-205, July.
    41. Libor Krkoska, 2001. "Assessing Macroeconomic Vulnerability in Central Europe," Post-Communist Economies, Taylor & Francis Journals, vol. 13(1), pages 41-55.
    42. 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.
    43. 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.
    44. 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.
    45. Andrew Berg & Catherine Pattillo, 1999. "Are Currency Crises Predictable? A Test," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-1.
    46. 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.
    47. 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.
    48. Stijn Claessens, 2010. "The Financial Crisis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(2), pages 177-196, May.
    49. P. Honohan, 2000. "Banking System Failures in Developing and Transition Countries: Diagnosis and Prediction," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 29(1), pages 83-109, February.
    50. Mr. Abdul d Abiad, 2003. "Early Warning Systems: A Survey and a Regime-Switching Approach," IMF Working Papers 2003/032, International Monetary Fund.
    51. Mr. Manuel De la Rocha & Mr. Roberto Perrelli & Mr. Christian B. Mulder, 2002. "The Role of Corporate, Legal and Macroeconomic Balance Sheet Indicators in Crisis Detection and Prevention," IMF Working Papers 2002/059, International Monetary Fund.
    52. Mr. Christian B. Mulder & Mr. Matthieu Bussière, 1999. "External Vulnerability in Emerging Market Economies: How High Liquidity Can Offset Weak Fundamentals and the Effects of Contagion," IMF Working Papers 1999/088, International Monetary Fund.
    53. Bussiere, Matthieu & Mulder, Christian, 2000. "Political Instability and Economic Vulnerability," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 5(4), pages 309-330, October.
    54. 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.
    55. International Monetary Fund, 1989. "Devaluation Crises and the Macroeconomic Consequences of Postponed Adjustment in Developing Countries," IMF Working Papers 1989/011, International Monetary Fund.
    56. 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.
    57. Michael W. Klein & Jay C. Shambaugh, 2006. "The Nature of Exchange Rate Regimes," NBER Working Papers 12729, National Bureau of Economic Research, Inc.
    58. Ricardo N. Bebczuk & Ugo Panizza & Arturo Galindo, 2006. "An Evaluation of the Contractionary Devaluation Hypothesis," Research Department Publications 4486, Inter-American Development Bank, Research Department.
    59. Sebastian Edwards, 1989. "Real Exchange Rates in the Developing Countries: Concepts and Measure- ment," NBER Working Papers 2950, National Bureau of Economic Research, Inc.
    60. 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.
    61. 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,.
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    Keywords

    Crisis; Early warning; Emerging markets; Leading indicators; Reserves; 2008;
    All these keywords.

    JEL classification:

    • F3 - International Economics - - International Finance

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