THE CHALLENGE OF MEASURING FINANCIAL STRESS. CASE STUDY FOR IDENTIFYING THE MACROECONOMIC TRIGGERS OF FINANCIAL CRISIS WITH PANEL DATA MODELS Abstract : Measuring financial stress is a key research issue that has gained a lot of interest in the years following the extreme events from 2007. Although a lot of models were used for assessing and measuring financial stress, none of the managed to forecast the global crisis from 2007. We can identify three generation of models plus the approach of measuring the probability of a crisis with financial stress indexes. In our paper, we review briefly the most important approaches in measuring financial stress from the specialty literature and we propose a case study for European countries. We apply a logistic regression model for panel data, using macroeconomic indicators with the goal of finding the most important triggers for a financial crisis or otherwise said, the early warning signals of a crisis. We obtain very good accuracy of the proposed model (85%) and the results are of great importance for policy makers and also for researchers. The study highly contributes to the specialty literature, considering that it is the first early warning system developed on macroeconomic indicators only for European advanced and emerging economies. Moreover, it includes in the analysis a period of five year following 2007
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- 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.
- Kaminsky, Graciela & Lizondo, Saul & Reinhart, Carmen M., 1997. "Leading indicators of currency crises," Policy Research Working Paper Series 1852, The World Bank.
- Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998. "Leading Indicators of Currency Crises," MPRA Paper 6981, University Library of Munich, Germany.
- 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.
- Reinhart, Carmen & Kaminsky, Graciela, 1999. "The twin crises: The causes of banking and balance of payments problems," MPRA Paper 14081, University Library of Munich, Germany.
- Reinhart, Carmen & Kaminsky, Graciela, 2000. "Las crisis gemelas: las causas de los problemas bancarios y de balanza de pagos [The twin crises: Te causes of banking and balance of payments problems]," MPRA Paper 13842, University Library of Munich, Germany.
- repec:zbw:bofitp:2011_002 is not listed on IDEAS
- Luc Laeven & Fabian Valencia, 2020.
"Systemic Banking Crises Database II,"
IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(2), pages 307-361, June.
- Luc Laeven & Fabián Valencia, 2013. "Systemic Banking Crises Database," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(2), pages 225-270, June.
- Frankel, Jeffrey A. & Rose, Andrew K., 1996.
"Currency Crashes in Emerging Markets: Empirical Indicators,"
Center for International and Development Economics Research (CIDER) Working Papers
233424, University of California-Berkeley, Department of Economics.
- Jeffrey A. Frankel & Andrew K. Rose, 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," NBER Working Papers 5437, National Bureau of Economic Research, Inc.
- Frankel, Jeffrey A & Rose, Andrew K, 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," CEPR Discussion Papers 1349, C.E.P.R. Discussion Papers.
- Jeffrey J. Frankel and Andrew K. Rose., 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," Center for International and Development Economics Research (CIDER) Working Papers C96-062, University of California at Berkeley.
- 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.
- 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.).
- Reinhart, Carmen & Kaminsky, Graciela, 1999. "The twin crises: The causes of banking and balance of payments problems," MPRA Paper 14081, University Library of Munich, Germany.
- Mr. Fabian Valencia & Mr. Luc Laeven, 2008. "Systemic Banking Crises: A New Database," IMF Working Papers 2008/224, International Monetary Fund.
- Illing, Mark & Liu, Ying, 2006. "Measuring financial stress in a developed country: An application to Canada," Journal of Financial Stability, Elsevier, vol. 2(3), pages 243-265, October.
- repec:ecb:ecbwps:20111426 is not listed on IDEAS
- Reinhart, Carmen M. & Rogoff, Kenneth S., 2013.
"Banking crises: An equal opportunity menace,"
Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4557-4573.
- Carmen M. Reinhart & Kenneth S. Rogoff, 2008. "Banking Crises: An Equal Opportunity Menace," NBER Working Papers 14587, National Bureau of Economic Research, Inc.
- Rogoff, Kenneth & Reinhart, Carmen, 2009. "Banking Crises: An Equal Opportunity Menace," CEPR Discussion Papers 7131, C.E.P.R. Discussion Papers.
- 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.
- Jeffrey A. Frankel & Andrew K. Rose, 1996. "Currency crashes in emerging markets: an empirical treatment," International Finance Discussion Papers 534, Board of Governors of the Federal Reserve System (U.S.).
- Cevik, Emrah Ismail & Dibooglu, Sel & Kutan, Ali M., 2013. "Measuring financial stress in transition economies," Journal of Financial Stability, Elsevier, vol. 9(4), pages 597-611.
- Elke Hanschel & Pierre Monnin, 2005. "Measuring and forecasting stress in the banking sector: evidence from Switzerland," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 431-49, Bank for International Settlements.
- Marco Lo Duca & Tuomas Peltonen, 2011.
"Macrofinancial vulnerabilities and future financial stress: assessing systemic risks and predicting systemic events,"
BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential regulation and policy, volume 60, pages 82-88,
Bank for International Settlements.
- Peltonen, Tuomas A. & Lo Duca, Marco, 2011. "Macro-financial vulnerabilities and future financial stress: assessing systemic risks and predicting systemic events," Working Paper Series 1311, European Central Bank.
- Bordo, Michael D. & Schwartz, Anna J., 2000.
"Measuring real economic effects of bailouts: historical perspectives on how countries in financial distress have fared with and without bailouts,"
Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 53(1), pages 81-167, December.
- Michael D. Bordo & Anna J. Schwartz, 2000. "Measuring Real Economic Effects of Bailouts: Historical Perspectives on How Countries in Financial Distress Have Fared With and Without Bailouts," NBER Working Papers 7701, National Bureau of Economic Research, Inc.
- Ravi Balakrishnan & Stephan Danninger & Selim Elekdag & Irina Tytell, 2011. "The Transmission of Financial Stress from Advanced to Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-68, May.
- Cardarelli, Roberto & Elekdag, Selim & Lall, Subir, 2011. "Financial stress and economic contractions," Journal of Financial Stability, Elsevier, vol. 7(2), pages 78-97, June.
- 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.
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Keywords
crisis prediction; early warning systems; global economic crisis; logistic regression; systemic risk;All these keywords.
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