IDEAS home Printed from https://ideas.repec.org/a/eee/jfinin/v38y2019icp19-44.html
   My bibliography  Save this article

Pitfalls in systemic-risk scoring

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1042957318300366
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jfi.2018.05.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Jean-Jacques Laffont & Jean Tirole, 1993. "A Theory of Incentives in Procurement and Regulation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262121743, December.
    3. Lambert, Thomas, 2015. "Lobbying on Regulatory Enforcement Actions: Evidence from Banking," HIT-REFINED Working Paper Series 28, Institute of Economic Research, Hitotsubashi University.
    4. Bert Loudis & Meraj Allahrakha, 2016. "Systemic Importance Data Shed Light on Global Banking Risks," Briefs 16-03, Office of Financial Research, US Department of the Treasury.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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. 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.
    5. 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.
    6. 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).
    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. Jean-Baptiste Hasse, 2020. "Systemic Risk: a Network Approach," Working Papers halshs-02893780, HAL.
    9. Liu, Frank Hong & Norden, Lars & Spargoli, Fabrizio, 2020. "Does uniqueness in banking matter?," Journal of Banking & Finance, Elsevier, vol. 120(C).
    10. 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.
    11. 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.
    12. Jokivuolle, Esa & Tunaru, Radu & Vioto, Davide, 2018. "Testing the systemic risk differences in banks," Research Discussion Papers 13/2018, Bank of Finland.
    13. Jean-Baptiste Hasse, 2022. "Systemic risk: a network approach," Empirical Economics, Springer, vol. 63(1), pages 313-344, July.
    14. 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).
    15. Thakor, Anjan V., 2020. "Fintech and banking: What do we know?," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    16. 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.
    17. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
    18. 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.
    19. repec:zbw:bofrdp:2018_013 is not listed on IDEAS
    20. 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).
    21. 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.
    22. Veni Arakelian & Shatha Qamhieh Hashem, 2020. "The Leaders, the Laggers, and the “Vulnerables”," Risks, MDPI, vol. 8(1), pages 1-32, March.
    23. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jihad Dagher, 2018. "Regulatory Cycles: Revisiting the Political Economy of Financial Crises," IMF Working Papers 2018/008, International Monetary Fund.
    2. Christoph Moser & Axel Dreher, 2010. "Do Markets Care about Central Bank Governor Changes? Evidence from Emerging Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(8), pages 1589-1612, December.
    3. Klein, Michael, 1996. "Competition in network industries," Policy Research Working Paper Series 1591, The World Bank.
    4. Tölö, Eero, 2019. "Predicting systemic financial crises with recurrent neural networks," Bank of Finland Research Discussion Papers 14/2019, Bank of Finland.
    5. Rodrigo M. S. Moita & Claudio Paiva, 2013. "Political Price Cycles in Regulated Industries: Theory and Evidence," American Economic Journal: Economic Policy, American Economic Association, vol. 5(1), pages 94-121, February.
    6. MARINI, Marco, 1996. "Property Rights and Market : Employee Privatization as a Cooperative Bargaining Process," LIDAM Discussion Papers CORE 1996023, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    7. Frankel, Jeffrey & Saravelos, George, 2012. "Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis," Journal of International Economics, Elsevier, vol. 87(2), pages 216-231.
    8. Sebnem Kalemli-Ozcan & Herman Kamil & Carolina Villegas-Sanchez, 2016. "What Hinders Investment in the Aftermath of Financial Crises: Insolvent Firms or Illiquid Banks?," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 756-769, October.
    9. Alessandra Canepa & Fawaz Khaled, 2018. "Housing, Housing Finance and Credit Risk," IJFS, MDPI, vol. 6(2), pages 1-23, May.
    10. Henrekson, Magnus & Johansson, Dan, 2010. "Firm Growth, Institutions and Structural Transformation," Ratio Working Papers 150, The Ratio Institute.
    11. Harding, Don & Pagan, Adrian, 2011. "An Econometric Analysis of Some Models for Constructed Binary Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 86-95.
    12. Simon P. Anderson & Régis Renault, 2011. "Price Discrimination," Chapters, in: André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), A Handbook of Transport Economics, chapter 22, Edward Elgar Publishing.
    13. Gimet, Celine, 2007. "Conditions necessary for the sustainability of an emerging area: The importance of banking and financial regional criteria," Journal of Multinational Financial Management, Elsevier, vol. 17(4), pages 317-335, October.
    14. Dionne, G. & Doherty, N., 1991. "Adverse Selection In Insurance Markets: A Selective Survey," Cahiers de recherche 9105, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    15. Wang, Wen-Yao & Hernandez-Verme, Paula, 2009. "Multiple Reserve Requirements, Exchange Rates, Sudden Stops and Equilibrium Dynamics in a Small Open Economy," MPRA Paper 13802, University Library of Munich, Germany.
    16. Evrim Imer-Ertunga, 2011. "Global financing conditions and sovereign debt yields of emerging market countries," Applied Financial Economics, Taylor & Francis Journals, vol. 21(4), pages 207-215.
    17. Joshua Aizenman & Jaewoo Lee, 2007. "International Reserves: Precautionary Versus Mercantilist Views, Theory and Evidence," Open Economies Review, Springer, vol. 18(2), pages 191-214, April.
    18. David Martimort & Flavio Menezes & Myrna Wooders & ELISABETTA IOSSA & DAVID MARTIMORT, 2015. "The Simple Microeconomics of Public-Private Partnerships," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 17(1), pages 4-48, February.
    19. Geert Bekaert & Campbell R. Harvey, 2000. "Capital Flows and the Behavior of Emerging Market Equity Returns," NBER Chapters, in: Capital Flows and the Emerging Economies: Theory, Evidence, and Controversies, pages 159-194, National Bureau of Economic Research, Inc.
    20. Ajit Singh, 2003. "Capital account liberalisation, free long-term capital flows, financial crises and economic development," Chapters, in: Philip Arestis & Michelle Baddeley & John S.L. McCombie (ed.), Globalisation, Regionalism and Economic Activity, chapter 1, pages 15-46, Edward Elgar Publishing.

    More about this item

    Keywords

    Banking; Macroprudential regulation; Systemically Important Financial Institutions; Financial crises; Financial risk and risk management;
    All these keywords.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jfinin:v:38:y:2019:i:c:p:19-44. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622875 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.