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Econometric Approach to Early Warnings of Vulnerability in the Banking System and Currency Markets for Hong Kong and Other EMEAP Economies

Author

Listed:
  • Matthew S. Yiu

    (Research Department, Hong Kong Monetary Authority)

  • Alex Ho

    (Research Department, Hong Kong Monetary Authority)

  • Lu Jin

    (Research Department, Hong Kong Monetary Authority)

Abstract

This study adopts an econometric approach to develop an early warning system of the vulnerability in the banking system and currency markets for the 11 EMEAP economies over the period from1990 to 2008. We identify a set of leading indicators of banking distress and currency pressure and investigate the causal and contemporaneous linkages between them by using separate panel probit models and a simultaneous probit equation system. Asset-price misalignments, default risk of commercial banks and the non-financial corporate sector, and growth of real credit to the private sector are found to be significant leading indicators for both banking distress and currency pressure. Economic growth, inflation and the ratio of short-term external debt to international reserves are found to be important determinants of banking distress, whereas growth of M2 relative to international reserves, total trade balance over GDP, real effective exchange rate over-valuation and trade integration with China are identified to be crucial indicators of currency pressure. Currency market pressure is shown to have strong leading and contemporaneous impacts on banking distress for the EMEAP economies but not vice versa. These findings imply that the policy measures aimed at sustaining exchange rate stability will have the additional benefit of lowering the likelihood of banking distress in the region. Lastly, China is found to play a stabilising role in the region, i.e. the greater the trade with China, the lower the chance of experiencing currency pressure.

Suggested Citation

  • Matthew S. Yiu & Alex Ho & Lu Jin, 2009. "Econometric Approach to Early Warnings of Vulnerability in the Banking System and Currency Markets for Hong Kong and Other EMEAP Economies," Working Papers 0908, Hong Kong Monetary Authority.
    • Handle: RePEc:hkg:wpaper:0908
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    References listed on IDEAS

    as
    1. Domac, Ilker & Martinez Peria, Maria Soledad, 2003. "Banking crises and exchange rate regimes: is there a link?," Journal of International Economics, Elsevier, vol. 61(1), pages 41-72, October.
    2. Lestano & Jacobs, Jan & Kuper, Gerard H., 2003. "Indicators of financial crises do work! : an early-warning system for six Asian countries," CCSO Working Papers 200313, University of Groningen, CCSO Centre for Economic Research.
    3. Morris Goldstein & Graciela Kaminsky & Carmen Reinhart, 2017. "Methodology and Empirical Results," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 11, pages 397-436, World Scientific Publishing Co. Pte. Ltd..
    4. Reuven Glick & Michael M. Hutchison, 1999. "Banking and currency crises; how common are twins?," Proceedings, Federal Reserve Bank of San Francisco, issue Sep.
    5. 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.
    6. Hutchison, Michael & McDill, Kathleen, 1999. "Are All Banking Crises Alike? The Japanese Experience in International Comparison," Journal of the Japanese and International Economies, Elsevier, vol. 13(3), pages 155-180, September.
    7. Matthieu Bussière, 2013. "Balance of payment crises in emerging markets: how early were the ‘early’ warning signals?," Applied Economics, Taylor & Francis Journals, vol. 45(12), pages 1601-1623, April.
    8. Yin-Wong Cheung & Matthew S. Yiu & Kenneth K. Chow, 2009. "A Factor Analysis of Trade Integration: the Case of Asian and Oceanic Economies," Economie Internationale, CEPII research center, issue 119, pages 5-23.
    9. 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.
    10. Roberto Chang & Andrés Velasco, 2000. "Liquidity Crises in Emerging Markets: Theory and Policy," NBER Chapters, in: NBER Macroeconomics Annual 1999, Volume 14, pages 11-78, National Bureau of Economic Research, Inc.
    11. repec:dgr:rugccs:200313 is not listed on IDEAS
    12. Paul Krugman, 1999. "Balance Sheets, the Transfer Problem, and Financial Crises," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 6(4), pages 459-472, November.
    13. Mr. Ranil M Salgado & Mr. Luca A Ricci & Mr. Francesco Caramazza, 2000. "Trade and Financial Contagion in Currency Crises," IMF Working Papers 2000/055, International Monetary Fund.
    14. Kaminsky, Graciela L. & Reinhart, Carmen M., 2000. "On crises, contagion, and confusion," Journal of International Economics, Elsevier, vol. 51(1), pages 145-168, June.
    15. Peltonen, Tuomas A., 2006. "Are emerging market currency crises predictable? A test," Working Paper Series 571, European Central Bank.
    16. Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Assessing financial vulnerability, an early warning system for emerging markets: Introduction," MPRA Paper 13629, University Library of Munich, Germany.
    17. Ronald I. McKinnon & Huw Pill, 1996. "The overborrowing syndrome: are East Asian economies different?," Proceedings, Federal Reserve Bank of San Francisco, pages 322-355.
    18. Mr. Marco Rossi, 1999. "Financial Fragility and Economic Performance in Developing Economies: Do Capital Controls, Prudential Regulation and Supervision Matter?," IMF Working Papers 1999/066, International Monetary Fund.
    19. Glick,Reuven (ed.), 1998. "Managing Capital Flows and Exchange Rates," Cambridge Books, Cambridge University Press, number 9780521623230.
    20. McKinnon, Ronald I & Pill, Huw, 1997. "Credible Economic Liberalizations and Overborrowing," American Economic Review, American Economic Association, vol. 87(2), pages 189-193, May.
    21. Roberto Chang & Andrés Velasco, 2000. "Liquidity Crises in Emerging Markets: Theory and Policy," NBER Chapters,in: NBER Macroeconomics Annual 1999, Volume 14, pages 11-78 National Bureau of Economic Research, Inc.
    22. Claudio Borio & Mathias Drehmann, 2009. "Assessing the risk of banking crises - revisited," BIS Quarterly Review, Bank for International Settlements, March.
    23. Elisabetta Falcetti & Merxe Tudela, 2006. "Modelling Currency Crises in Emerging Markets: A Dynamic Probit Model with Unobserved Heterogeneity and Autocorrelated Errors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(4), pages 445-471, August.
    24. Daniel C. Hardy & Ceyla Pazarbasioglu, 1999. "Determinants and Leading Indicators of Banking Crises: Further Evidence," IMF Staff Papers, Palgrave Macmillan, vol. 46(3), pages 1-1.
    25. Mr. Abdul d Abiad, 2003. "Early Warning Systems: A Survey and a Regime-Switching Approach," IMF Working Papers 2003/032, International Monetary Fund.
    26. Graciela Laura Kaminsky, 1999. "Currency and Banking Crises: The Early Warnings of Distress," IMF Working Papers 1999/178, International Monetary Fund.
    27. International Monetary Fund, 1998. "Leading Indicators of Banking Crises: Was Asia Different?," IMF Working Papers 1998/091, International Monetary Fund.
    28. 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.
    29. Philip Lowe & Claudio Borio, 2002. "Asset prices, financial and monetary stability: exploring the nexus," BIS Working Papers 114, Bank for International Settlements.
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    2. Bogdan Florin FILIP, 2014. "Monetary Tensions And Factors Generating Them," Journal of Public Administration, Finance and Law, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 0(Special i), pages 75-84, September.
    3. Filip, Bogdan Florin, 2014. "Financial-Monetary Instability Factors within the Framework of the Recent Crisis in Romania," Working Papers of National Institute for Economic Research 141213, Institutul National de Cercetari Economice (INCE).

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    More about this item

    Keywords

    Banking distress; Currency crises; Twin crises; Asia Pacific economies; econometric model;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F42 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Policy Coordination and Transmission
    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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