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Bank distress in the European Union 2008–2015: A closer look at capital, size and revenue diversification

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  • Stelios Markoulis
  • Panagiotis Ioannou
  • Spiros Martzoukos

Abstract

The recent global financial crisis has clearly highlighted the importance of the timely identification of weak banks. This paper introduces and analyses a new sample of European Union (EU) banks, which faced distress during 2008–2015 and provides evidence regarding the relationship between distress and bank‐specific, macroeconomic, banking sector and stock market distress determinants, paying particular attention to issues that have been central following the crisis, such as capital, size and revenue diversification. Our findings regarding these variables seem to “connect” well with current supervisory actions. The paper also focuses on banks in EU countries that faced economic problems and documents that the probability of distress in these countries has been influenced by different factors, in comparison to the rest of the EU.

Suggested Citation

  • Stelios Markoulis & Panagiotis Ioannou & Spiros Martzoukos, 2023. "Bank distress in the European Union 2008–2015: A closer look at capital, size and revenue diversification," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 792-820, January.
    • Handle: RePEc:wly:ijfiec:v:28:y:2023:i:1:p:792-820
    DOI: 10.1002/ijfe.2450
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    as
    1. Asli Demirguc-Kunt & Enrica Detragiache & Ouarda Merrouche, 2013. "Bank Capital: Lessons from the Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(6), pages 1147-1164, September.
    2. Alexander Michaelides, 2016. "Cyprus: From Boom to Bail-In," World Scientific Book Chapters, in: Alexander Michaelides & Athanasios Orphanides (ed.), THE CYPRUS BAIL-IN POLICY LESSONS FROM THE CYPRUS ECONOMIC CRISIS, chapter 4, pages 103-162, World Scientific Publishing Co. Pte. Ltd..
    3. repec:oup:ecpoli:v:29:y:2014:i:80:p:639-689 is not listed on IDEAS
    4. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    5. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    6. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    7. Andrew Logan, 2001. "The United Kingdom's small banks' crisis of the early 1990s: what were the leading indicators of failure?," Bank of England working papers 139, Bank of England.
    8. Adrian Blundell-Wignall & Caroline Roulet, 2013. "Business models of banks, leverage and the distance-to-default," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2012(2), pages 7-34.
    9. DeYoung, Robert & Roland, Karin P., 2001. "Product Mix and Earnings Volatility at Commercial Banks: Evidence from a Degree of Total Leverage Model," Journal of Financial Intermediation, Elsevier, vol. 10(1), pages 54-84, January.
    10. Hatice Uzun & Elizabeth Webb, 2007. "Securitization and risk: empirical evidence on US banks," Journal of Risk Finance, Emerald Group Publishing, vol. 8(1), pages 11-23, January.
    11. Tigran Poghosyan & Martin Čihak, 2011. "Determinants of Bank Distress in Europe: Evidence from a New Data Set," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(3), pages 163-184, December.
    12. Vazquez, Francisco & Federico, Pablo, 2015. "Bank funding structures and risk: Evidence from the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 1-14.
    13. Saunders, Anthony & Schmid, Markus & Walter, Ingo, 2014. "Non-Interest Income and Bank Performance: Does Ring-Fencing Reduce Bank Risk?," Working Papers on Finance 1417, University of St. Gallen, School of Finance, revised Mar 2016.
    14. Maudos, Joaquín, 2017. "Income structure, profitability and risk in the European banking sector: The impact of the crisis," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 85-101.
    15. Arturo Estrella & Sangkyun Park & Stavros Peristiani, 2000. "Capital ratios as predictors of bank failure," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 33-52.
    16. Jiri Podpiera & Ms. Inci Ötker, 2010. "The Fundamental Determinants of Credit Default Risk for European Large Complex Financial Institutions," IMF Working Papers 2010/153, International Monetary Fund.
    17. Dirk Schoenmaker & Toon Peek, 2014. "The State of the Banking Sector in Europe," OECD Economics Department Working Papers 1102, OECD Publishing.
    18. 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.
    19. Rose, Andrew & Wieladek, Tomasz, 2012. "Too big to fail: some empirical evidence on the causes and consequences of public banking interventions in the United Kingdom," Bank of England working papers 460, Bank of England.
    20. Rebel Cole & Lawrence White, 2012. "Déjà Vu All Over Again: The Causes of U.S. Commercial Bank Failures This Time Around," Journal of Financial Services Research, Springer;Western Finance Association, vol. 42(1), pages 5-29, October.
    21. Bongini, Paola & Laeven, Luc & Majnoni, Giovanni, 2002. "How good is the market at assessing bank fragility? A horse race between different indicators," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 1011-1028, May.
    22. DeYoung, Robert & Torna, Gökhan, 2013. "Nontraditional banking activities and bank failures during the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 397-421.
    23. Vincenzo Chiorazzo & Carlo Milani & Francesca Salvini, 2008. "Income Diversification and Bank Performance: Evidence from Italian Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 33(3), pages 181-203, June.
    24. David C. Wheelock & Paul W. Wilson, 2000. "Why do Banks Disappear? The Determinants of U.S. Bank Failures and Acquisitions," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 127-138, February.
    25. Betz, Frank & Oprică, Silviu & Peltonen, Tuomas A. & Sarlin, Peter, 2014. "Predicting distress in European banks," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 225-241.
    26. Henrik Andersen, 2008. "Failure prediction of Norwegian banks: A Logit approach," Working Paper 2008/02, Norges Bank.
    27. Arena, Marco, 2008. "Bank failures and bank fundamentals: A comparative analysis of Latin America and East Asia during the nineties using bank-level data," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 299-310, February.
    28. Kadri Männasoo & David G. Mayes, 2006. "Investigating the Early Signals of Banking Sector Vulnerabilities in Central and East European Emerging Markets," Chapters, in: Klaus Liebscher & Josef Christl & Peter Mooslechner & Doris Ritzberger-Grünwald (ed.), Financial Development, Integration and Stability, chapter 21, Edward Elgar Publishing.
    29. Wilko Bolt & Alexander F. Tieman, 2004. "Banking Competition, Risk and Regulation," Scandinavian Journal of Economics, Wiley Blackwell, vol. 106(4), pages 783-804, December.
    30. Poghosyan, Tigran & Werger, Charlotte & de Haan, Jakob, 2016. "Size and support ratings of US banks," The North American Journal of Economics and Finance, Elsevier, vol. 37(C), pages 236-247.
    31. Xavier Freixas & Jean-Charles Rochet & Bruno M. Parigi, 2004. "The Lender of Last Resort: A Twenty-First Century Approach," Journal of the European Economic Association, MIT Press, vol. 2(6), pages 1085-1115, December.
    32. James B. Thomson, 1991. "Predicting bank failures in the 1980s," Economic Review, Federal Reserve Bank of Cleveland, vol. 27(Q I), pages 9-20.
    33. Rose, Andrew K. & Wieladek, Tomasz, 2012. "Too big to fail: Some empirical evidence on the causes and consequences of public banking interventions in the UK," Journal of International Money and Finance, Elsevier, vol. 31(8), pages 2038-2051.
    34. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
    35. Wagner, Wolf, 2010. "Diversification at financial institutions and systemic crises," Journal of Financial Intermediation, Elsevier, vol. 19(3), pages 373-386, July.
    36. Demirgüç-Kunt, Asli & Huizinga, Harry, 2010. "Bank activity and funding strategies: The impact on risk and returns," Journal of Financial Economics, Elsevier, vol. 98(3), pages 626-650, December.
    37. Männasoo, Kadri & Mayes, David G., 2009. "Explaining bank distress in Eastern European transition economies," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 244-253, February.
    38. Jin, Justin Yiqiang & Kanagaretnam, Kiridaran & Lobo, Gerald J., 2011. "Ability of accounting and audit quality variables to predict bank failure during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 2811-2819, November.
    39. van den Berg, Jeroen & Candelon, Bertrand & Urbain, Jean-Pierre, 2008. "A cautious note on the use of panel models to predict financial crises," Economics Letters, Elsevier, vol. 101(1), pages 80-83, October.
    40. Ibragimov, Rustam & Jaffee, Dwight & Walden, Johan, 2011. "Diversification disasters," Journal of Financial Economics, Elsevier, vol. 99(2), pages 333-348, February.
    41. Stiroh, Kevin J., 2006. "A Portfolio View of Banking with Interest and Noninterest Activities," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1351-1361, August.
    42. Stewart Jones & David Johnstone & Roy Wilson, 2017. "Predicting Corporate Bankruptcy: An Evaluation of Alternative Statistical Frameworks," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(1-2), pages 3-34, January.
    43. Köhler, Matthias, 2015. "Which banks are more risky? The impact of business models on bank stability," Journal of Financial Stability, Elsevier, vol. 16(C), pages 195-212.
    44. Gallo, John G. & Apilado, Vincent P. & Kolari, James W., 1996. "Commercial bank mutual fund activities: Implications for bank risk and profitability," Journal of Banking & Finance, Elsevier, vol. 20(10), pages 1775-1791, December.
    45. Chiaramonte, Laura & Casu, Barbara, 2017. "Capital and liquidity ratios and financial distress. Evidence from the European banking industry," The British Accounting Review, Elsevier, vol. 49(2), pages 138-161.
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