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Banking, debt and currency crises: early warning indicators for developed countries

  • Babecký, Jan
  • Havránek, Tomáš
  • Matějů, Jakub
  • Rusnák, Marek
  • Šmídková, Kateřina
  • Vašíček, Bořek

We construct and explore a new quarterly dataset covering crisis episodes in 40 developed countries over 1970–2010. First, we examine stylized facts of banking, debt, and currency crises. Banking turmoil was most frequent in developed economies. Using panel vector autoregression, we confirm that currency and debt crises are typically preceded by banking crises, but not vice versa. Banking crises are also the most costly in terms of the overall output loss, and output takes about six years to recover. Second, we try to identify early warning indicators of crises specific to developed economies, accounting for model uncertainty by means of Bayesian model averaging. Our results suggest that onsets of banking and currency crises tend to be preceded by booms in economic activity. In particular, we find that growth of domestic private credit, increasing FDI inflows, rising money market rates as well as increasing world GDP and inflation were common leading indicators of banking crises. Currency crisis onsets were typically preceded by rising money market rates, but also by worsening government balances and falling central bank reserves. Early warning indicators of debt crisis are difficult to uncover due to the low occurrence of such episodes in our dataset. Finally, employing a signaling approach we show that using a composite early warning index increases the usefulness of the model when compared to using the best single indicator (domestic private credit). JEL Classification: C33, E44, E58, F47, G01

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Paper provided by European Central Bank in its series Working Paper Series with number 1485.

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Date of creation: Oct 2012
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Handle: RePEc:ecb:ecbwps:20121485
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  1. 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.
  2. Andrew K. Rose & Mark M. Spiegel, 2010. "Cross-Country Causes and Consequences of the Crisis: An Update," NBER Working Papers 16243, National Bureau of Economic Research, Inc.
  3. Bussière, Matthieu & Fratzscher, Marcel, 2002. "Towards a new early warning system of financial crises," Working Paper Series 0145, European Central Bank.
  4. Babecký, Jan & Havránek, Tomáš & Matějů, Jakub & Rusnák, Marek & Šmídková, Kateřina & Vašíček, Bořek, 2013. "Leading indicators of crisis incidence: Evidence from developed countries," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 1-19.
  5. Luc Laeven & Fabian Valencia, 2010. "Resolution of Banking Crises; The Good, the Bad, and the Ugly," IMF Working Papers 10/146, International Monetary Fund.
  6. Jeffrey A. Frankel & Andrew K. Rose, 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," NBER Working Papers 5437, National Bureau of Economic Research, Inc.
  7. Carmen Fernandez & Eduardo Ley & Mark Steel, 2001. "Model uncertainty in cross-country growth regressions," Econometrics 0110002, EconWPA.
  8. Carmen M. Reinhart & Kenneth S. Rogoff, 2008. "Banking Crises: An Equal Opportunity Menace," NBER Working Papers 14587, National Bureau of Economic Research, Inc.
  9. Eduardo Borensztein & Ugo Panizza, 2008. "The Costs of Sovereign Default," IMF Working Papers 08/238, International Monetary Fund.
  10. Jesus Fernandez-Villaverde & Pablo Guerron-Quintana & Juan F. Rubio-Ramírez & Martin Uribe, 2009. "Risk Matters: The Real Effects of Volatility Shocks," PIER Working Paper Archive 09-013, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  11. Yeyati, Eduardo Levy & Panizza, Ugo, 2011. "The elusive costs of sovereign defaults," Journal of Development Economics, Elsevier, vol. 94(1), pages 95-105, January.
  12. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited:on Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 09/202, International Monetary Fund.
  13. Graciela L. Kaminsky & Carmen M. Reinhart, 1996. "The twin crises: the causes of banking and balance-of-payments problems," International Finance Discussion Papers 544, Board of Governors of the Federal Reserve System (U.S.).
  14. Enrique Moral-Benito, 2010. "Model Averaging In Economics," Working Papers wp2010_1008, CEMFI.
  15. Furceri, Davide & Zdzienicka, Aleksandra, 2011. "How costly are debt crises?," MPRA Paper 30953, University Library of Munich, Germany.
  16. Nicholas Bloom, 2007. "The Impact of Uncertainty Shocks," NBER Working Papers 13385, National Bureau of Economic Research, Inc.
  17. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
  18. Paul Krugman, 1999. "Balance Sheets, the Transfer Problem, and Financial Crises," International Tax and Public Finance, Springer, vol. 6(4), pages 459-472, November.
  19. Matteo Ciccarelli & Angela Maddaloni & Jose Luis Peydro, . "Trusting the Bankers: A New Look at the Credit Channel of Monetary Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics.
  20. Damiano Sandri & Ashoka Mody, 2011. "The Eurozone Crisis; How Banks and Sovereigns Came to Be Joined At the Hip," IMF Working Papers 11/269, International Monetary Fund.
  21. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
  22. Krugman, Paul, 1979. "A Model of Balance-of-Payments Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 11(3), pages 311-25, August.
  23. Alessi, Lucia & Detken, Carsten, 2011. "Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity," European Journal of Political Economy, Elsevier, vol. 27(3), pages 520-533, September.
  24. Fabio Canova & Matteo Ciccarelli, 2007. "Estimating Multi-country VAR models," Discussion Papers 7_2007, D.E.S. (Department of Economic Studies), University of Naples "Parthenope", Italy.
  25. Fabian Valencia & Luc Laeven, 2008. "Systemic Banking Crises; A New Database," IMF Working Papers 08/224, International Monetary Fund.
  26. Thomson Fontaine, 2005. "Currency Crises in Developed and Emerging Market Economies; A Comparative Empirical Treatment," IMF Working Papers 05/13, International Monetary Fund.
  27. 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.
  28. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-95, November.
  29. Velasco, Andres, 1987. "Financial crises and balance of payments crises : A simple model of the southern cone experience," Journal of Development Economics, Elsevier, vol. 27(1-2), pages 263-283, October.
  30. Barrell, Ray & Davis, E. Philip & Karim, Dilruba & Liadze, Iana, 2010. "Bank regulation, property prices and early warning systems for banking crises in OECD countries," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2255-2264, September.
  31. Edward J. Frydl, 1999. "The Length and Cost of Banking Crises," IMF Working Papers 99/30, International Monetary Fund.
  32. 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.
  33. 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.
  34. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
  35. Fabian Valencia & Luc Laeven, 2012. "Systemic Banking Crises Database: An Update," IMF Working Papers 12/163, International Monetary Fund.
  36. Valerie A. Ramey, 2011. "Can Government Purchases Stimulate the Economy?," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 673-85, September.
  37. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2006. "Zombie Lending and Depressed Restructuring in Japan," NBER Working Papers 12129, National Bureau of Economic Research, Inc.
  38. Crespo Cuaresma, Jesús & Slacik, Tomas, 2009. "On the determinants of currency crises: The role of model uncertainty," Journal of Macroeconomics, Elsevier, vol. 31(4), pages 621-632, December.
  39. Romer, Christina D. & Romer, David H., 1994. "Monetary policy matters," Journal of Monetary Economics, Elsevier, vol. 34(1), pages 75-88, August.
  40. Enrica Detragiache & Antonio Spilimbergo, 2001. "Crises and Liquidity; Evidence and Interpretation," IMF Working Papers 01/2, International Monetary Fund.
  41. Bussière, Matthieu, 2007. "Balance of payment crises in emerging markets: how early were the “early” warning signals?," Working Paper Series 0713, European Central Bank.
  42. 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.
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