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Does the risk on banks’ balance sheets predict banking crises? New evidence for developing countries

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  • de Haan, Jakob
  • Fang, Yi
  • Jing, Zhongbo

Abstract

Simulation results of our theoretical model for banks’ risk-taking behavior suggest that during booms banks have high non-core liabilities, high leverage and few liquid assets, while the reverse holds during busts. We investigate the predictive power of these bank balance sheet variables for future banking crises using monthly data of 147 developing countries for the period 1980–2016. Our results suggest that low levels of liquid assets and domestic financial liabilities, high levels of foreign liabilities and high financial leverage increase are leading indicators of banking crises. Results are robust when we use different (lags of) dependent variables and control variables.

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  • de Haan, Jakob & Fang, Yi & Jing, Zhongbo, 2020. "Does the risk on banks’ balance sheets predict banking crises? New evidence for developing countries," International Review of Economics & Finance, Elsevier, vol. 68(C), pages 254-268.
    • Handle: RePEc:eee:reveco:v:68:y:2020:i:c:p:254-268
    DOI: 10.1016/j.iref.2020.03.013
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    as
    1. König, Philipp & Anand, Kartik & Heinemann, Frank, 2014. "Guarantees, transparency and the interdependency between sovereign and bank default risk," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 321-337.
    2. Adrian, Tobias & Borowiecki, Karol Jan & Tepper, Alexander, 2022. "A leverage-based measure of financial stability," Journal of Financial Intermediation, Elsevier, vol. 51(C).
    3. Jon Danielsson & Marcela Valenzuela & Ilknur Zer, 2018. "Learning from History: Volatility and Financial Crises," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2774-2805.
    4. Giovanni Dell'Ariccia & Luc Laeven & Gustavo A. Suarez, 2017. "Bank Leverage and Monetary Policy's Risk-Taking Channel: Evidence from the United States," Journal of Finance, American Finance Association, vol. 72(2), pages 613-654, April.
    5. 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.
    6. 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.
    7. 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.
    8. Betz, Frank & Oprică, Silviu & Peltonen, Tuomas A. & Sarlin, Peter, 2014. "Predicting distress in European banks," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 225-241.
    9. Chaudron, Raymond & de Haan, Jakob, 2014. "Dating banking crises using incidence and size of bank failures: Four crises reconsidered," Journal of Financial Stability, Elsevier, vol. 15(C), pages 63-75.
    10. Paul Goldsmith-Pinkham & Tanju Yorulmazer, 2010. "Liquidity, Bank Runs, and Bailouts: Spillover Effects During the Northern Rock Episode," Journal of Financial Services Research, Springer;Western Finance Association, vol. 37(2), pages 83-98, June.
    11. Tobias Adrian & Hyun Song Shin, 2014. "Procyclical Leverage and Value-at-Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 373-403.
    12. Darrell Duffie, 2012. "Over-The-Counter Markets," Introductory Chapters, in: Dark Markets: Asset Pricing and Information Transmission in Over-the-Counter Markets, Princeton University Press.
    13. 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.
    14. 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.
    15. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    16. Reinhart, Carmen & Rogoff, Kenneth, 2009. "This Time It’s Different: Eight Centuries of Financial Folly-Preface," MPRA Paper 17451, University Library of Munich, Germany.
    17. 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.
    18. 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.
    19. repec:pri:cepsud:237a%20shin is not listed on IDEAS
    20. Mr. Axel Schimmelpfennig & Nouriel Roubini & Paolo Manasse, 2003. "Predicting Sovereign Debt Crises," IMF Working Papers 2003/221, International Monetary Fund.
    21. Wong, Jim & Wong, Tak-Chuen & Leung, Phyllis, 2010. "Predicting banking distress in the EMEAP economies," Journal of Financial Stability, Elsevier, vol. 6(3), pages 169-179, September.
    22. Claudio E. V. Borio & Philip Lowe, 2004. "Securing sustainable price stability: should credit come back from the wilderness?," BIS Working Papers 157, Bank for International Settlements.
    23. Mathias Drehmann & Kostas Tsatsaronis, 2014. "The credit-to-GDP gap and countercyclical capital buffers: questions and answers," BIS Quarterly Review, Bank for International Settlements, March.
    24. Cristina Pereira Pedro & Joaquim J. S. Ramalho & Jacinto Vidigal Silva, 2018. "The main determinants of banking crises in OECD countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(1), pages 203-227, February.
    25. Gerhardt, Maria & Vennet, Rudi Vander, 2017. "Bank bailouts in Europe and bank performance," Finance Research Letters, Elsevier, vol. 22(C), pages 74-80.
    26. 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.
    27. Valentina Bruno & Hyun Song Shin, 2013. "Capital Flows, Cross-Border Banking and Global Liquidity," NBER Working Papers 19038, National Bureau of Economic Research, Inc.
    28. Rocheteau, Guillaume & Wright, Randall, 2013. "Liquidity and asset-market dynamics," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 275-294.
    29. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    30. Gian-Maria Milesi-Ferretti & Cédric Tille, 2011. "The great retrenchment: international capital flows during the global financial crisis [‘The great trade collapse: what caused it and what does it mean?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 289-346.
    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. 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.
    33. Joon-Ho Hahm & Hyun Song Shin & Kwanho Shin, 2013. "Noncore Bank Liabilities and Financial Vulnerability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45, pages 3-36, August.
    34. 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.
    35. Claudio Borio & Mathias Drehmann, 2009. "Assessing the risk of banking crises - revisited," BIS Quarterly Review, Bank for International Settlements, March.
    36. Hyun Song Shin, 2009. "Reflections on Northern Rock: The Bank Run That Heralded the Global Financial Crisis," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 101-119, Winter.
    37. Roy, Saktinil & Kemme, David M., 2012. "Causes of banking crises: Deregulation, credit booms and asset bubbles, then and now," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 270-294.
    38. Bussiere, Matthieu & Fratzscher, Marcel, 2008. "Low probability, high impact: Policy making and extreme events," Journal of Policy Modeling, Elsevier, vol. 30(1), pages 111-121.
    39. Hyun Song Shin & Kwanho Shin, 2011. "Procyclicality and Monetary Aggregates," NBER Working Papers 16836, National Bureau of Economic Research, Inc.
    40. Valentina Bruno & Hyun Song Shin, 2013. "Capital Flows, Cross-Border Banking and Global Liquidity," NBER Working Papers 19038, National Bureau of Economic Research, Inc.
    41. Frédéric Boissay & Fabrice Collard & Frank Smets, 2016. "Booms and Banking Crises," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 489-538.
    42. Hyman P. Minsky, 1992. "The Financial Instability Hypothesis," Economics Working Paper Archive wp_74, Levy Economics Institute.
    43. Raymond Chaudron & Jakob de Haan, 2014. "Identifying and dating systemic banking crises using incidence and size of bank failures," DNB Working Papers 406, Netherlands Central Bank, Research Department.
    44. 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.
    45. 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.
    46. Abreu, José Filipe & Alves, Marta Guerra & Gulamhussen, Mohamed Azzim, 2019. "State interventions to rescue banks during the global financial crisis," International Review of Economics & Finance, Elsevier, vol. 62(C), pages 213-229.
    47. Klomp, Jeroen, 2010. "Causes of banking crises revisited," The North American Journal of Economics and Finance, Elsevier, vol. 21(1), pages 72-87, March.
    48. Kyuil Chung & Jong-Eun Lee & Elena Loukoianova & Hail Park & Hyun Song Shin, 2015. "Global liquidity through the lens of monetary aggregates," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(82), pages 231-290.
    49. Carmona, Pedro & Climent, Francisco & Momparler, Alexandre, 2019. "Predicting failure in the U.S. banking sector: An extreme gradient boosting approach," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 304-323.
    50. Jing, Zhongbo, 2015. "On the relation between currency and banking crises in developing countries, 1980–2010," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 267-291.
    51. Lee, Seung Jung & Posenau, Kelly E. & Stebunovs, Viktors, 2020. "The anatomy of financial vulnerabilities and banking crises," Journal of Banking & Finance, Elsevier, vol. 112(C).
    52. Stijn Claessens & Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2010. "Cross-country experiences and policy implications from the global financial crisis [From Great Depression to Great Credit Crisis: Similarities, differences and lessons]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(62), pages 267-293.
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    2. He, Wenjia & He, Wenjing & Xu, Dandan & Yue, Pengpeng, 2023. "Economic volatility, banks’ risk accumulation and systemic risk," Finance Research Letters, Elsevier, vol. 57(C).
    3. Citterio, Alberto, 2024. "Bank failure prediction models: Review and outlook," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
    4. Maximilian Grimm, 2024. "The Effect of Monetary Policy on Systemic Bank Funding Stability," ECONtribute Discussion Papers Series 341, University of Bonn and University of Cologne, Germany.
    5. KurmaÅŸ AkdoÄŸan & Neslihan Kaya EkÅŸi & Ozan EkÅŸi, 2021. "Determinants of Non-Core Liabilities of Banks in Emerging Markets in the Post-Crisis Era," Bogazici Journal, Review of Social, Economic and Administrative Studies, Bogazici University, Department of Economics, vol. 35(1), pages 68-86.
    6. Li Xian Liu & Shuangzhe Liu & Milind Sathye, 2021. "Predicting Bank Failures: A Synthesis of Literature and Directions for Future Research," JRFM, MDPI, vol. 14(10), pages 1-24, October.
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    More about this item

    Keywords

    Banking fragility; Balance sheet pro-cyclicality; Early warning models;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • F30 - International Economics - - International Finance - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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