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Pitfalls in systemic-risk scoring

Author

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  • Benoit, Sylvain
  • Hurlin, Christophe
  • Pérignon, Christophe

Abstract

In this paper, we identify several shortcomings in the systemic-risk scoring methodology currently used to identify and regulate Systemically Important Financial Institutions (SIFIs). Using newly-disclosed regulatory data for 119 US and international banks, we show that the current scoring methodology severely distorts the allocation of regulatory capital among banks. We then propose and implement a methodology that corrects for these shortcomings and increases incentives for banks to reduce their risk contributions.

Suggested Citation

  • Benoit, Sylvain & Hurlin, Christophe & Pérignon, Christophe, 2019. "Pitfalls in systemic-risk scoring," Journal of Financial Intermediation, Elsevier, vol. 38(C), pages 19-44.
    • Handle: RePEc:eee:jfinin:v:38:y:2019:i:c:p:19-44
    DOI: 10.1016/j.jfi.2018.05.004
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    Cited by:

    1. Accominotti, Olivier & Lucena-Piquero, Delio & Ugolini, Stefano, 2023. "Intermediaries’ substitutability and financial network resilience: A hyperstructure approach," Journal of Economic Dynamics and Control, Elsevier, vol. 153(C).
    2. Rodrigues, Ana Rita D. & Ferreira, Fernando A.F. & Teixeira, Fernando J.C.S.N. & Zopounidis, Constantin, 2022. "Artificial intelligence, digital transformation and cybersecurity in the banking sector: A multi-stakeholder cognition-driven framework," Research in International Business and Finance, Elsevier, vol. 60(C).
    3. Asgharian, Hossein & Krygier, Dominika & Vilhelmsson, Anders, 2019. "Systemic Risk and Centrality Revisited:The Role of Interactions," Knut Wicksell Working Paper Series 2019/1, Lund University, Knut Wicksell Centre for Financial Studies.
    4. Benoit, Sylvain, 2024. "Smart systemic-risk scores," Journal of International Money and Finance, Elsevier, vol. 140(C).
    5. Gehrig, Thomas & Iannino, Maria Chiara, 2021. "Did the Basel Process of capital regulation enhance the resiliency of European banks?," Journal of Financial Stability, Elsevier, vol. 55(C).
    6. Marwan Alzoubi & Ayman Abdalmajeed Alsmadi & Hamad kasasbeh, 2022. "Systemically Important Bank: A Bibliometric Analysis for the Period of 2002 to 2022," SAGE Open, , vol. 12(4), pages 21582440221, December.
    7. Denisa Banulescu-Radu & Christophe Hurlin & Jérémy Leymarie & Olivier Scaillet, 2021. "Backtesting Marginal Expected Shortfall and Related Systemic Risk Measures," Management Science, INFORMS, vol. 67(9), pages 5730-5754, September.
    8. Matousek, Roman & Panopoulou, Ekaterini & Papachristopoulou, Andromachi, 2020. "Policy uncertainty and the capital shortfall of global financial firms," Journal of Corporate Finance, Elsevier, vol. 62(C).
    9. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    10. Katerina Ivanov & James Schulte & Weidong Tian & Kevin Tseng, 2021. "An Equilibrium-Based Measure of Systemic Risk," JRFM, MDPI, vol. 14(9), pages 1-24, September.
    11. Philippe Dupuy & Jean-Charles Garibal, 2022. "Cross-dispersion bias-adjusted ESG rankings," Journal of Asset Management, Palgrave Macmillan, vol. 23(7), pages 631-643, December.
    12. Das, Sanjiv R. & Kalimipalli, Madhu & Nayak, Subhankar, 2022. "Banking networks, systemic risk, and the credit cycle in emerging markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    13. Liu, Jacie Jia & Daly, Kevin & Mishra, Anil V., 2022. "Board gender diversity and bank risks: Evidence from Australia," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 1040-1052.
    14. Jean-Baptiste Hasse, 2022. "Systemic risk: a network approach," Empirical Economics, Springer, vol. 63(1), pages 313-344, July.
    15. Bevilacqua, Mattia & Tunaru, Radu & Vioto, Davide, 2020. "Options-based systemic risk, financial distress, and macroeconomic downturns," LSE Research Online Documents on Economics 118850, London School of Economics and Political Science, LSE Library.
    16. Markus Behn & Giacomo Mangiante & Laura Parisi & Michael Wedow, 2022. "Behind the Scenes of the Beauty Contest—Window Dressing and the G-SIB Framework," International Journal of Central Banking, International Journal of Central Banking, vol. 18(5), pages 1-42, December.
    17. Jean-Baptiste Hasse, 2020. "Systemic Risk: a Network Approach," Working Papers halshs-02893780, HAL.
    18. Liu, Frank Hong & Norden, Lars & Spargoli, Fabrizio, 2020. "Does uniqueness in banking matter?," Journal of Banking & Finance, Elsevier, vol. 120(C).
    19. Zack Jourdan & J. Ken. Corley & Randall Valentine & Arthur M. Tran, 2023. "Fintech: A content analysis of the finance and information systems literature," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-21, December.
    20. Jokivuolle, Esa & Tunaru, Radu & Vioto, Davide, 2018. "Testing the systemic risk differences in banks," Research Discussion Papers 13/2018, Bank of Finland.
    21. Wang, Bo & Xiao, Yang, 2024. "Measuring spatial impacts and tracking cross-border risk," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 50-84.
    22. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
    23. Veni Arakelian & Shatha Qamhieh Hashem, 2020. "The Leaders, the Laggers, and the “Vulnerables”," Risks, MDPI, vol. 8(1), pages 1-32, March.
    24. Louis RAFFESTIN, 2021. "Uncertainty as a vector of financial contagion: how does it work, and how much does it matter?," LEO Working Papers / DR LEO 2881, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.

    More about this item

    Keywords

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    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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