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Expected default based score for identifying systemically important banks

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  • Yao, Yanzhen
  • Li, Jianping
  • Zhu, Xiaoqian
  • Wei, Lu

Abstract

The issue of identifying systemically important banks has gained prominence since the recent global financial crisis in 2007. However, the extant methods either neglect the adverse impact on the financial system posed by a bank or ignore the various interactions among banks. To resolve this issue, the objective of this study is to put forward an expected default based score (EDBS) that overcomes the drawbacks of the existing methods from the perspective of contagion risk. This indicator measures the systemic importance of a bank by calculating the expected bank defaults triggered by its initial failure. In the empirical study, the expected default based score is applied to identify the systemically important banks in the Chinese banking system. Both the quantitative comparison with other major methods and the qualitative evaluation of the Delphi method validate the reliability of the EDBS method. The empirical results also demonstrate that interconnectedness among banks is an important and complementary driver of systemic importance in addition to asset size.

Suggested Citation

  • Yao, Yanzhen & Li, Jianping & Zhu, Xiaoqian & Wei, Lu, 2017. "Expected default based score for identifying systemically important banks," Economic Modelling, Elsevier, vol. 64(C), pages 589-600.
  • Handle: RePEc:eee:ecmode:v:64:y:2017:i:c:p:589-600
    DOI: 10.1016/j.econmod.2017.04.023
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    3. Alexey Vasilenko, 2018. "Systemic Risk and Financial Fragility in the Chinese Economy: A Dynamic Factor Model Approach," Bank of Russia Working Paper Series wps30, Bank of Russia.
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    5. Zhang, Xuan & Zhao, Yang & Yao, Xiao, 2022. "Forecasting corporate default risk in China," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1054-1070.
    6. Cheng, Aijun, 2023. "Evaluating Fintech industry's risks: A preliminary analysis based on CRISP-DM framework," Finance Research Letters, Elsevier, vol. 55(PB).

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    More about this item

    Keywords

    Systemically important banks; Contagion risk; Systemic risk; Bank risk;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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