IDEAS home Printed from https://ideas.repec.org/a/spr/operea/v16y2016i2d10.1007_s12351-015-0192-y.html
   My bibliography  Save this article

Assessing the financial performance of European banks under stress testing scenarios: a multicriteria approach

Author

Listed:
  • Michael Doumpos

    (Technical University of Crete)

  • Constantin Zopounidis

    (Technical University of Crete
    Audencia Nantes School of Management)

  • Pantelis Fragiadakis

    (Technical University of Crete)

Abstract

The European banking system has been under considerable pressure since the beginning of the financial crisis in 2007–2008. Except for the global credit crunch, the European sovereign debt crisis has created additional difficulties. In response to the need for increasing the transparency and stability in the European financial/banking system and identifying weaknesses in banks’ capital structures, EU-wide stress tests have been performed by the European Banking Authority (EBA) on a regular basis since 2010. In this context, the aim of this study is to examine the financial performance of the European banks that have participated in the stress tests of EBA. The analysis takes into account the actual financial data of the banks, on the basis of the Capital, Assets, Management, Earnings, Liquidity framework, as well the results of the stress tests. The evaluation of the banks’ financial strength is performed through a robust multicriteria decision aid classification methodology. The latter is used to distinguish between the banks, which failed to meet the minimum capital requirement conditions imposed by EBA, and the well-capitalized ones.

Suggested Citation

  • Michael Doumpos & Constantin Zopounidis & Pantelis Fragiadakis, 2016. "Assessing the financial performance of European banks under stress testing scenarios: a multicriteria approach," Operational Research, Springer, vol. 16(2), pages 197-209, July.
  • Handle: RePEc:spr:operea:v:16:y:2016:i:2:d:10.1007_s12351-015-0192-y
    DOI: 10.1007/s12351-015-0192-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12351-015-0192-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12351-015-0192-y?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Greco, Salvatore & Mousseau, Vincent & Slowinski, Roman, 2010. "Multiple criteria sorting with a set of additive value functions," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1455-1470, December.
    2. Doumpos, Michael & Zopounidis, Constantin, 2004. "Developing sorting models using preference disaggregation analysis: An experimental investigation," European Journal of Operational Research, Elsevier, vol. 154(3), pages 585-598, May.
    3. Dias, Luis & Mousseau, Vincent & Figueira, Jose & Climaco, Joao, 2002. "An aggregation/disaggregation approach to obtain robust conclusions with ELECTRE TRI," European Journal of Operational Research, Elsevier, vol. 138(2), pages 332-348, April.
    4. Donald P. Morgan & Stavros Peristiani & Vanessa Savino, 2014. "The Information Value of the Stress Test," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(7), pages 1479-1500, October.
    5. Petrella, Giovanni & Resti, Andrea, 2013. "Supervisors as information producers: Do stress tests reduce bank opaqueness?," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5406-5420.
    6. Greco, Salvatore & Matarazzo, Benedetto & Slowinski, Roman, 2001. "Rough sets theory for multicriteria decision analysis," European Journal of Operational Research, Elsevier, vol. 129(1), pages 1-47, February.
    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. Xuanling MA & Meng JI, 2023. "Analysis on Liquidity Risk Management of Monetary and Financial Services based on the Goal of Financial Stability," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 72-91, June.
    2. Mir Seyed Mohammad Mohsen Emamat & Caroline Maria de Miranda Mota & Mohammad Reza Mehregan & Mohammad Reza Sadeghi Moghadam & Philippe Nemery, 2022. "Using ELECTRE-TRI and FlowSort methods in a stock portfolio selection context," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-35, December.
    3. Julio Cezar Soares Silva & Diogo Ferreira de Lima Silva & Luciano Ferreira & Adiel Teixeira de Almeida-Filho, 2022. "A dominance-based rough set approach applied to evaluate the credit risk of sovereign bonds," 4OR, Springer, vol. 20(1), pages 139-164, March.
    4. Giedrė Lapinskienė & Irena Danilevičienė, 2023. "Assessment of Green Banking Performance," Sustainability, MDPI, vol. 15(20), pages 1-16, October.
    5. Silvia Angilella & Maria Rosaria Pappalardo, 2021. "Assessment of a failure prediction model in the energy sector: a multicriteria discrimination approach with Promethee based classification," Papers 2102.07656, arXiv.org.

    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. Liu, Jiapeng & Liao, Xiuwu & Kadziński, Miłosz & Słowiński, Roman, 2019. "Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1071-1089.
    2. Fernandez, Eduardo & Navarro, Jorge & Bernal, Sergio, 2009. "Multicriteria sorting using a valued indifference relation under a preference disaggregation paradigm," European Journal of Operational Research, Elsevier, vol. 198(2), pages 602-609, October.
    3. Arcidiacono, Sally Giuseppe & Corrente, Salvatore & Greco, Salvatore, 2021. "Robust stochastic sorting with interacting criteria hierarchically structured," European Journal of Operational Research, Elsevier, vol. 292(2), pages 735-754.
    4. Eduardo Fernandez & Jorge Navarro & Rafael Olmedo, 2018. "Characterization of the Effectiveness of Several Outranking-Based Multi-Criteria Sorting Methods," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(04), pages 1047-1084, July.
    5. Martyn, Krzysztof & Kadziński, Miłosz, 2023. "Deep preference learning for multiple criteria decision analysis," European Journal of Operational Research, Elsevier, vol. 305(2), pages 781-805.
    6. Liu, Jiapeng & Kadziński, Miłosz & Liao, Xiuwu & Mao, Xiaoxin & Wang, Yao, 2020. "A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples," European Journal of Operational Research, Elsevier, vol. 286(3), pages 963-985.
    7. Liu, Jiapeng & Liao, Xiuwu & Huang, Wei & Yang, Jian-bo, 2018. "A new decision-making approach for multiple criteria sorting with an imbalanced set of assignment examples," European Journal of Operational Research, Elsevier, vol. 265(2), pages 598-620.
    8. Maria Rosa Borges & José Zorro Mendes & André Pereira, 2019. "The Value of Information: The Impact of European Union Bank Stress Tests on Stock Markets," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 25(4), pages 429-444, November.
    9. Doumpos, M. & Marinakis, Y. & Marinaki, M. & Zopounidis, C., 2009. "An evolutionary approach to construction of outranking models for multicriteria classification: The case of the ELECTRE TRI method," European Journal of Operational Research, Elsevier, vol. 199(2), pages 496-505, December.
    10. Bouyssou, Denis & Marchant, Thierry, 2007. "An axiomatic approach to noncompensatory sorting methods in MCDM, II: More than two categories," European Journal of Operational Research, Elsevier, vol. 178(1), pages 246-276, April.
    11. Fernandez, Eduardo & Navarro, Jorge & Bernal, Sergio, 2010. "Handling multicriteria preferences in cluster analysis," European Journal of Operational Research, Elsevier, vol. 202(3), pages 819-827, May.
    12. Fernandes, Marcelo & Igan, Deniz & Pinheiro, Marcelo, 2020. "March madness in Wall Street: (What) does the market learn from stress tests?," Journal of Banking & Finance, Elsevier, vol. 112(C).
    13. Hu, Qiwei & Chakhar, Salem & Siraj, Sajid & Labib, Ashraf, 2017. "Spare parts classification in industrial manufacturing using the dominance-based rough set approach," European Journal of Operational Research, Elsevier, vol. 262(3), pages 1136-1163.
    14. Goldstein, Itay & Leitner, Yaron, 2018. "Stress tests and information disclosure," Journal of Economic Theory, Elsevier, vol. 177(C), pages 34-69.
    15. Petr Jakubik & Saida Teleu, 2024. "Do insurance stress tests matter? Evidence from the EU-wide insurance stress tests," Risk Management, Palgrave Macmillan, vol. 26(3), pages 1-27, September.
    16. Zopounidis, Constantin & Doumpos, Michael, 2002. "Multicriteria classification and sorting methods: A literature review," European Journal of Operational Research, Elsevier, vol. 138(2), pages 229-246, April.
    17. Murat Köksalan & Vincent Mousseau & Selin Özpeynirci, 2017. "Multi-Criteria Sorting with Category Size Restrictions," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(01), pages 5-23, January.
    18. Cortés, Kristle R. & Demyanyk, Yuliya & Li, Lei & Loutskina, Elena & Strahan, Philip E., 2020. "Stress tests and small business lending," Journal of Financial Economics, Elsevier, vol. 136(1), pages 260-279.
    19. Kasim Ahmed & Giovanni Calice, 2023. "The effects of supervisory stress testing on bank lending: examining large UK banks," Journal of Banking Regulation, Palgrave Macmillan, vol. 24(2), pages 228-247, June.
    20. Sahin, Cenkhan & de Haan, Jakob, 2016. "Market reactions to the ECB’s Comprehensive Assessment," Economics Letters, Elsevier, vol. 140(C), pages 1-5.

    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:spr:operea:v:16:y:2016:i:2:d:10.1007_s12351-015-0192-y. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.