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The credibility of European banks’ risk-weighted capital: structural differences or national segmentations?

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  • Brunella Bruno
  • Giacomo Nocera
  • Andrea Resti

Abstract

Supranational institutions, academics and market analysts have increasingly questioned the reliability of bank risk-weighted assets (RWAs), a cornerstone of the system of minimum capital ratios designed by the Basel Committee on Banking Supervision. In fact, significant differences can be found in the banks’ average risk weights, both over time and across countries. Such differences can be explained by several factors, some of which may reflect the actual risk content of bank’s assets, while others may conceal distortions due to “RWA tweaking” and supervisory segmentations. We analyze a sample of 50 large European banks between 2008 and 2012 and document several meaningful findings. First, risk weights are affected by the banks’ size, business model and asset mix. Second, the adoption of internal ratings based (IRB) approaches is (as expected) a powerful driver of bank risk-weighted assets. Third, lower risk weights are positively linked to the banks’ capital cushion. Fourth, IRB adoption is more widespread in countries where supervisory capture is potentially stronger, due to a banking industry that is both larger (compared to GDP) and concentrated. Fifth, regulatory risk weights are not disconnected from market-based measures of bank risk.

Suggested Citation

  • Brunella Bruno & Giacomo Nocera & Andrea Resti, 2015. "The credibility of European banks’ risk-weighted capital: structural differences or national segmentations?," BAFFI CAREFIN Working Papers 1509, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  • Handle: RePEc:baf:cbafwp:cbafwp1509
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    References listed on IDEAS

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    1. Mariathasan, Mike & Merrouche, Ouarda, 2014. "The manipulation of basel risk-weights," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 300-321.
    2. John H. Boyd & Stanley L. Graham, 1988. "The profitability and risk effects of allowing bank holding companies to merge with other financial firms: a simulation study," Proceedings 213, Federal Reserve Bank of Chicago.
    3. Francesco cannata & Simone Casellina & Gregorio Guidi, 2012. "Inside the labyrinth of Basel risk-weighted assets: how not to get lost," Questioni di Economia e Finanza (Occasional Papers) 132, Bank of Italy, Economic Research and International Relations Area.
    4. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    5. Beltratti, Andrea & Paladino, Giovanna, 2013. "Why do banks optimize risk weights? The relevance of the cost of equity capital," MPRA Paper 46410, University Library of Munich, Germany.
    6. Iannotta, Giuliano & Nocera, Giacomo & Sironi, Andrea, 2007. "Ownership structure, risk and performance in the European banking industry," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2127-2149, July.
    7. Boyd, John H. & Graham, Stanley L. & Hewitt, R. Shawn, 1993. "Bank holding company mergers with nonbank financial firms: Effects on the risk of failure," Journal of Banking & Finance, Elsevier, vol. 17(1), pages 43-63, February.
    8. Sonali Das & Mr. Amadou N Sy, 2012. "How Risky Are Banks' Risk Weighted Assets? Evidence From the Financial Crisis," IMF Working Papers 2012/036, International Monetary Fund.
    9. Schneider, Paul & Sögner, Leopold & Veža, Tanja, 2010. "The Economic Role of Jumps and Recovery Rates in the Market for Corporate Default Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(6), pages 1517-1547, December.
    10. Ryo Kato & Shun Kobayashi & Yumi Saita, 2010. "Calibrating the Level of Capital: The Way We See It," Bank of Japan Working Paper Series 10-E-6, Bank of Japan.
    11. Francesco Vallascas & Jens Hagendorff, 2013. "The Risk Sensitivity of Capital Requirements: Evidence from an International Sample of Large Banks," Review of Finance, European Finance Association, vol. 17(6), pages 1947-1988.
    12. John H. Boyd & Stanley L. Graham, 1988. "The profitability and risk effects of allowing bank holding companies to merge with other financial firms: a simulation study," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 12(Spr), pages 3-20.
    13. Boyd, John H. & Runkle, David E., 1993. "Size and performance of banking firms : Testing the predictions of theory," Journal of Monetary Economics, Elsevier, vol. 31(1), pages 47-67, February.
    14. Friendly, Michael & Kwan, Ernest, 2009. "Where's Waldo? Visualizing Collinearity Diagnostics," The American Statistician, American Statistical Association, vol. 63(1), pages 56-65.
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    Cited by:

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    2. Pranith Kumar Roy & Krishnendu Shaw, 2021. "A multicriteria credit scoring model for SMEs using hybrid BWM and TOPSIS," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-27, December.
    3. Domenica Tropeano, 2020. "Does the BRRD affect the retail banking business model in the Euro area?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(2), July.
    4. Cucinelli, Doriana & Battista, Maria Luisa Di & Marchese, Malvina & Nieri, Laura, 2018. "Credit risk in European banks: The bright side of the internal ratings based approach," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 213-229.
    5. Pérez Montes, Carlos & Trucharte Artigas, Carlos & Cristófoli, María Elizabeth & Lavín San Segundo, Nadia, 2018. "The impact of the IRB approach on the risk weights of European banks," Journal of Financial Stability, Elsevier, vol. 39(C), pages 147-166.
    6. Lubberink, Martien, 2022. "Max headroom: Discretionary capital buffers and bank risk," International Review of Financial Analysis, Elsevier, vol. 84(C).
    7. Ferri, Giovanni & Pesic, Valerio, 2017. "Bank regulatory arbitrage via risk weighted assets dispersion," Journal of Financial Stability, Elsevier, vol. 33(C), pages 331-345.
    8. Stepankova, Barbora & Teply, Petr, 2023. "Consistency of banks' internal probability of default estimates: Empirical evidence from the COVID-19 crisis," Journal of Banking & Finance, Elsevier, vol. 154(C).
    9. Dal Borgo, Mariela, 2022. "Internal models for deposits: Effects on banks' capital and interest rate risk of assets," Journal of Banking & Finance, Elsevier, vol. 135(C).
    10. Merikas, Andreas & Merika, Anna & Penikas, Henry I. & Surkov, Mikhail A., 2020. "The Basel II internal ratings based (IRB) model and the transition impact on the listed Greek banks," The Journal of Economic Asymmetries, Elsevier, vol. 22(C).

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    More about this item

    Keywords

    Banks; capital; risk-weighted assets; regulation; Basel accords;
    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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