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The determinants of Asian banking crises—Application of the panel threshold logit model

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  • Chung‐Hua Shen
  • Hsing‐Hua Hsu

Abstract

Considering binary dependent variable, this study extends the panel threshold model into “panel threshold logit model (PTLM).” Our PTLM is applied on investigating the effect of early warning indicators on banking crises in 10 Asian economies. The ratio of short‐term debt to foreign reserves serves as the threshold variable. Results confirm the existence of the threshold effect in the determinants of banking crises, and most of the early warning indicators perform differently in the two debt regimes. Our empirical results suggest that important information may be missed in analyzing crises when conventional logit model is used.

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  • Chung‐Hua Shen & Hsing‐Hua Hsu, 2022. "The determinants of Asian banking crises—Application of the panel threshold logit model," International Review of Finance, International Review of Finance Ltd., vol. 22(1), pages 248-277, March.
  • Handle: RePEc:bla:irvfin:v:22:y:2022:i:1:p:248-277
    DOI: 10.1111/irfi.12354
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    1. Graham Bird & Alistair Milne, 2004. "Debt Relief for Low-Income Countries: Is it Effective and Efficient?," Palgrave Macmillan Books, in: International Finance and the Developing Economies, chapter 15, pages 273-288, Palgrave Macmillan.
    2. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(5), pages 813-843, October.
    3. repec:zbw:bofitp:2003_005 is not listed on IDEAS
    4. Ciarlone, Alessio & Trebeschi, Giorgio, 2005. "Designing an early warning system for debt crises," Emerging Markets Review, Elsevier, vol. 6(4), pages 376-395, December.
    5. Kaminsky, Graciela L & Reinhart, Carmen M, 1998. "Financial Crises in Asia and Latin America: Then and Now," American Economic Review, American Economic Association, vol. 88(2), pages 444-448, May.
    6. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "The Aftermath of Financial Crises," American Economic Review, American Economic Association, vol. 99(2), pages 466-472, May.
    7. Raymond Fisman & Mayank Raturi, 2004. "Does Competition Encourage Credit Provision? Evidence from African Trade Credit Relationships," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 345-352, February.
    8. 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.
    9. Candelon, Bertrand & Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2014. "Currency crisis early warning systems: Why they should be dynamic," International Journal of Forecasting, Elsevier, vol. 30(4), pages 1016-1029.
    10. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    11. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    12. Reinhart, Carmen & Rogoff, Kenneth, 2009. "This Time It’s Different: Eight Centuries of Financial Folly-Preface," MPRA Paper 17451, University Library of Munich, Germany.
    13. 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.
    14. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    15. Severine Blaise, 2005. "On the link between Japanese ODA and FDI in China: a microeconomic evaluation using conditional logit analysis," Applied Economics, Taylor & Francis Journals, vol. 37(1), pages 51-55.
    16. Reinhart, Carmen & Rogoff, Kenneth, 2009. "This Time It’s Different: Eight Centuries of Financial Folly-Chapter 1," MPRA Paper 17452, University Library of Munich, Germany.
    17. Barry Eichengreen & Andrew K. Rose & Charles Wyplosz, 1996. "Contagious Currency Crises," NBER Working Papers 5681, National Bureau of Economic Research, Inc.
    18. Bunda, Irina & Ca' Zorzi, Michele, 2010. "Signals from housing and lending booms," Emerging Markets Review, Elsevier, vol. 11(1), pages 1-20, March.
    19. Demirguc-Kunt, Asli & Detragiache, Enrica, 2002. "Does deposit insurance increase banking system stability? An empirical investigation," Journal of Monetary Economics, Elsevier, vol. 49(7), pages 1373-1406, October.
    20. Caggiano, Giovanni & Calice, Pietro & Leonida, Leone & Kapetanios, George, 2016. "Comparing logit-based early warning systems: Does the duration of systemic banking crises matter?," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 104-116.
    21. Òscar Jordà & Moritz Schularick & Alan M Taylor, 2011. "Financial Crises, Credit Booms, and External Imbalances: 140 Years of Lessons," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 340-378, June.
    22. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    23. 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.
    24. Xiaoqiang Hu & Fabio Schiantarelli, 1998. "Investment And Capital Market Imperfections: A Switching Regression Approach Using U.S. Firm Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 466-479, August.
    25. Davis, J. Scott & Mack, Adrienne & Phoa, Wesley & Vandenabeele, Anne, 2016. "Credit booms, banking crises, and the current account," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 360-377.
    26. Shen, Chung-Hua & Lin, Kun-Li & Guo, Na, 2016. "Hawk or dove: Switching regression model for the monetary policy reaction function in China," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 94-111.
    27. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    28. Caggiano, Giovanni & Calice, Pietro & Leonida, Leone, 2014. "Early warning systems and systemic banking crises in low income countries: A multinomial logit approach," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 258-269.
    29. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    30. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    31. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    32. Obstfeld, Maurice, 1996. "Models of currency crises with self-fulfilling features," European Economic Review, Elsevier, vol. 40(3-5), pages 1037-1047, April.
    33. Komulainen, Tuomas & Lukkarila, Johanna, 2003. "What drives financial crises in emerging markets?," BOFIT Discussion Papers 5/2003, Bank of Finland Institute for Emerging Economies (BOFIT).
    34. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    35. Kourtellos, Andros & Stengos, Thanasis & Tan, Chih Ming, 2016. "Structural Threshold Regression," Econometric Theory, Cambridge University Press, vol. 32(4), pages 827-860, August.
    36. repec:ces:ifodic:v:15:y:2017:i:1:p:19307486 is not listed on IDEAS
    37. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    38. E. Davis & Dilruba Karim & Iana Liadze, 2011. "Should multivariate early warning systems for banking crises pool across regions?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(4), pages 693-716, November.
    39. Demirguc, Asli & Detragiache, Enrica, 2000. "Monitoring Banking Sector Fragility: A Multivariate Logit Approach," The World Bank Economic Review, World Bank, vol. 14(2), pages 287-307, May.
    40. Daniel, Naveen D. & Denis, David J. & Naveen, Lalitha, 2008. "Do firms manage earnings to meet dividend thresholds," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 2-26, March.
    41. Giancarlo Corsetti & Paolo Pesenti & Nouriel Roubini, 2001. "Fundamental Determinants of the Asian Crisis: The Role of Financial Fragility and External Imbalances," NBER Chapters, in: Regional and Global Capital Flows: Macroeconomic Causes and Consequences, pages 11-41, National Bureau of Economic Research, Inc.
    42. 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.
    43. Cardarelli, Roberto & Elekdag, Selim & Lall, Subir, 2011. "Financial stress and economic contractions," Journal of Financial Stability, Elsevier, vol. 7(2), pages 78-97, June.
    44. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    45. Tuomas Komulainen & ) & Johanna Lukkarila, 2003. "What drives financial crises in emerging markets?," Macroeconomics 0304010, University Library of Munich, Germany.
    46. A. Berg & C. Pattillo, 1999. "What Caused the Asian Crises: An Early Warning System Approach," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 28(3), pages 285-334, November.
    47. Stijn Claessens & M. Ayhan Kose, 2013. "Financial Crises: Explanations, Types and Implications," CAMA Working Papers 2013-06, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    48. Graham Bird & Ramkishen Rajan, 2003. "Too Much of a Good Thing? The Adequacy of International Reserves in the Aftermath of Crises," The World Economy, Wiley Blackwell, vol. 26(6), pages 873-891, June.
    49. Stephan Kohns, 2017. "Monetary Policy and Financial Stability," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 15(1), pages 17-18, 04.
    50. Severine Blaise, 2005. "On the link between Japanese ODA and FDI in China: a microeconomic evaluation using conditional logit analysis," Post-Print hal-01295838, HAL.
    51. Konstantinos Liapis & Antonios Rovolis & Christos Galanos & Eleftherios Thalassinos, 2013. "The Clusters of Economic Similarities between EU Countries: A View Under Recent Financial and Debt Crisis," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 41-66.
    52. Dornbusch, Rudiger, 1973. "Currency Depreciation, Hoarding, and Relative Prices," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 893-915, July-Aug..
    53. Toan Quoc Nguyen & Mr. Benedict J. Clements & Ms. Rina Bhattacharya, 2003. "External Debt, Public Investment, and Growth in Low-Income Countries," IMF Working Papers 2003/249, International Monetary Fund.
    54. Bick, Alexander, 2010. "Threshold effects of inflation on economic growth in developing countries," Economics Letters, Elsevier, vol. 108(2), pages 126-129, August.
    55. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    56. Stammann, Amrei & Heiß, Florian & McFadden, Daniel, 2016. "Estimating Fixed Effects Logit Models with Large Panel Data," VfS Annual Conference 2016 (Augsburg): Demographic Change 145837, Verein für Socialpolitik / German Economic Association.
    57. Stephan Kohns, 2017. "Monetary Policy and Financial Stability," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 15(01), pages 17-18, April.
    58. Chung-Hua Shen, 2005. "Cost efficiency and banking performances in a partial universal banking system: application of the panel smooth threshold model," Applied Economics, Taylor & Francis Journals, vol. 37(9), pages 993-1009.
    59. Berger, Allen N. & Bouwman, Christa H.S., 2017. "Bank liquidity creation, monetary policy, and financial crises," Journal of Financial Stability, Elsevier, vol. 30(C), pages 139-155.
    60. Ahmad Zubaidi Baharumshah & Ly Slesman & Evelyn Shyamala Devadason, 2017. "Types of Foreign Capital Inflows and Economic Growth: New Evidence on Role of Financial Markets," Journal of International Development, John Wiley & Sons, Ltd., vol. 29(6), pages 768-789, August.
    61. Katz, Ethan, 2001. "Bias in Conditional and Unconditional Fixed Effects Logit Estimation," Political Analysis, Cambridge University Press, vol. 9(4), pages 379-384, January.
    62. 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.
    63. Shen, Chung-Hua & Hakes, david R., 1995. "Monetary policy as a decision-making hierarchy: The case of Taiwan," Journal of Macroeconomics, Elsevier, vol. 17(2), pages 357-368.
    64. Nathan S. Balke, 2000. "Credit and Economic Activity: Credit Regimes and Nonlinear Propagation of Shocks," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 344-349, May.
    65. Josef Steindl, 1989. "Saving and Debt," Palgrave Macmillan Books, in: Alain Barrère (ed.), Money, Credit and Prices in Keynesian Perspective, chapter 4, pages 71-78, Palgrave Macmillan.
    66. Walid Mensi & Shawkat Hammoudeh & Seong-Min Yoon & Mehmet Balcilar, 2017. "Impact of macroeconomic factors and country risk ratings on GCC stock markets: evidence from a dynamic panel threshold model with regime switching," Applied Economics, Taylor & Francis Journals, vol. 49(13), pages 1255-1272, March.
    67. Komulainen, Tuomas & Lukkarila, Johanna, 2003. "What drives financial crises in emerging markets?," Emerging Markets Review, Elsevier, vol. 4(3), pages 248-272, September.
    68. Graciela Laura Kaminsky, 1999. "Currency and Banking Crises: The Early Warnings of Distress," IMF Working Papers 1999/178, International Monetary Fund.
    69. Kuang-Chung Hsu & Hui-Chu Chiang, 2011. "The threshold effects of exchange rate volatility on exports: Evidence from US bilateral exports," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 20(1), pages 113-128.
    70. Nakagawa, Hironobu, 2010. "Investigating nonlinearities in real exchange rate adjustment: Threshold cointegration and the dynamics of exchange rates and relative prices," Journal of International Money and Finance, Elsevier, vol. 29(5), pages 770-790, September.
    71. Chung-Hua Shen & Chien-An Wang, 2005. "The impact of cross-ownership on the reaction of corporate investment and financing constraints: a panel threshold model," Applied Economics, Taylor & Francis Journals, vol. 37(20), pages 2315-2325.
    72. 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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