Research article

The levels of bank capital, risk and efficiency in the Eurozone and the U.S. in the aftermath of the financial crisis

  • Received: 14 December 2019 Accepted: 06 February 2020 Published: 10 February 2020
  • JEL Codes: G21

  • This study investigates the development of the levels of capital, risk and efficiency of the Eurozone and the U.S. banking institutions after the financial crisis. Concerning the methodology, we estimate bank efficiency by applying Data Envelopment Analysis. We estimate bank capital by employing the ratio of the value of total equity to total assets and the Z-score is used as an indicator of bank risk. The findings convey that the efficiency level of the Eurozone banks is considerably lower than that of the U.S. banks. Moreover, the efficiency levels on average increase during the reported period while they reach their peak in the year 2014. Secondly, concerning capitalization, our findings indicate that the capital ratios of the banks of the same sector and different country unions have striking differences with each other. As for the risk ratio, U.S. banks record higher levels of risk than Eurozone banks. This study builds on the existing literature by thoroughly examining bank capital, risk and efficiency with a contemporaneous data set, as the research with data from the period 2013 and onwards is very limited. Additionally, our study is the first to focus on the comparison of U.S. and Eurozone bank samples. The comparison is of utmost importance as the country unions have different characteristics and a different speed of recovery from the financial crisis. We also separately investigate the results per bank type (investment, retail and commercial banks).

    Citation: Dimitra Loukia Kolia, Simeon Papadopoulos. The levels of bank capital, risk and efficiency in the Eurozone and the U.S. in the aftermath of the financial crisis[J]. Quantitative Finance and Economics, 2020, 4(1): 66-90. doi: 10.3934/QFE.2020004

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  • This study investigates the development of the levels of capital, risk and efficiency of the Eurozone and the U.S. banking institutions after the financial crisis. Concerning the methodology, we estimate bank efficiency by applying Data Envelopment Analysis. We estimate bank capital by employing the ratio of the value of total equity to total assets and the Z-score is used as an indicator of bank risk. The findings convey that the efficiency level of the Eurozone banks is considerably lower than that of the U.S. banks. Moreover, the efficiency levels on average increase during the reported period while they reach their peak in the year 2014. Secondly, concerning capitalization, our findings indicate that the capital ratios of the banks of the same sector and different country unions have striking differences with each other. As for the risk ratio, U.S. banks record higher levels of risk than Eurozone banks. This study builds on the existing literature by thoroughly examining bank capital, risk and efficiency with a contemporaneous data set, as the research with data from the period 2013 and onwards is very limited. Additionally, our study is the first to focus on the comparison of U.S. and Eurozone bank samples. The comparison is of utmost importance as the country unions have different characteristics and a different speed of recovery from the financial crisis. We also separately investigate the results per bank type (investment, retail and commercial banks).


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    [1] Ackermann J (2019) Europe suffers from the sorry state of its banks. The Financial Times. Available from: https://www.ft.com/content/497d4d9e-0f3a-11e9-b2f2-f4c566a4fc5f
    [2] Altunbas Y, Carbo S, Gardener EPM, et al. (2007) Examining the Relationships between Capital, Risk and Efficiency in European Banking. Eur Financ Manage 13: 49-70. doi:10.1111/j.1468-036x.2006.00285.x doi: 10.1111/j.1468-036X.2006.00285.x
    [3] Anginer D, Demirguc-Kunt A (2014) Bank Capital and Systemic Stability. Policy Research Working Papers. doi:10.1596/1813-9450-6948
    [4] Ashraf B, Arshad S, Hu Y (2016) Capital Regulation and Bank Risk-Taking Behavior: Evidence from Pakistan. Int J Financ Stud 4: 16. doi:10.3390/ijfs4030016 doi: 10.3390/ijfs4030016
    [5] Banker RD, Chang H, Lee SY (2010). Differential impact of Korean banking system reforms on bank productivity. J Bank Financ 34: 1450-1460. doi:10.1016/j.jbankfin.2010.02.023 doi: 10.1016/j.jbankfin.2010.02.023
    [6] Barra C, Zotti R (2018) Bank performance, financial stability, and market concentration: Evidence from cooperative and non-cooperative banks. Ann Public Coop Econ 90: 103-139. doi:10.1111/apce.12217 doi: 10.1111/apce.12217
    [7] Bashir A, Hassan A (2017) Interrelationship Among Basel Capital Regulation, Risk, and Efficiency in Pakistani Commercial Banks. Bus Econ Rev 9: 165-186. doi:10.22547/ber/9.2.7 doi: 10.22547/BER/9.2.7
    [8] Ben Salah Mahdi I, Boujelbene Abbes M (2018) Relationship between capital, risk and liquidity: a comparative study between Islamic and conventional banks in MENA region. Res Int Bus Financ 45: 588-596. doi:10.1016/j.ribaf.2017.07.113 doi: 10.1016/j.ribaf.2017.07.113
    [9] Binham C, Noonan L (2015) Bad loans at Europe banks double that of the U.S. The Financial Times. Available from: https://www.ft.com/content/3ff8b5a0-92cf-11e5-94e6-c5413829caa5
    [10] Bitar M, Pukthuanthong K, Walker T (2018) The effect of capital ratios on the risk, efficiency and profitability of banks: Evidence from OECD countries. J Int Financ Markets Inst Money 53: 227-262. doi:10.1016/j.intfin.2017.12.002 doi: 10.1016/j.intfin.2017.12.002
    [11] Casu B, Girardone C (2009) Does Competition Lead to Efficiency? The Case of EU Commercial Banks. Ssrn Electron J. doi:10.2139/ssrn.1200362
    [12] Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decision making units. Eur J Oper Res 2: 429-444. doi:10.1016/0377-2217(78)90138-8 doi: 10.1016/0377-2217(78)90138-8
    [13] Christopoulos AG, Dokas IG, Katsimardou S, et al. (2020) Assessing banking sectors' efficiency of financially troubled Eurozone countries. Res Int Bus Financ 52: 101121. doi:10.1016/j.ribaf.2019.101121 doi: 10.1016/j.ribaf.2019.101121
    [14] Dahl D, Shrieves RE (1990) The impact of regulation on bank equity infusions. J Bank Financ 14: 1209-1228. doi:10.1016/0378-4266(90)90010-y doi: 10.1016/0378-4266(90)90010-Y
    [15] Deelchand T, Padgett C (2009) The Relationship between Risk, Capital and Efficiency: Evidence from Japanese Cooperative Banks. Ssrn Electron J. doi:10.2139/ssrn.1525423
    [16] Ding D, Sickles RC (2019) Capital Regulation, Efficiency, and Risk Taking: A Spatial Panel Analysis of US Banks. Panel Data Econometrics, 405-466. doi:10.1016/b978-0-12-815859-3.00013-5 doi: 10.1016/B978-0-12-815859-3.00013-5
    [17] European Central Bank (2007) Financial Stability Review.
    [18] Federal Reserve Bank (2019) Return on average assets for all U.S. banks. Available from: https://fred.stlouisfed.org/series/USROA
    [19] Feng G, Wang C (2018) Why European banks are less profitable than U.S. banks: A decomposition approach. J Bank Financ 90: 1-16. doi:10.1016/j.jbankfin.2018.02.017
    [20] Fiordelisi F, Girardone C, Radic N (2011a) Price Competition, Efficiency and Riskiness in Investment Banking. Ssrn Electron J. doi:10.2139/ssrn.1786753
    [21] Fiordelisi F, Marques-Ibanez D, Molyneux P (2011b) Efficiency and Risk Taking in European Banking. Ssrn Electron J. doi:10.2139/ssrn.1512619
    [22] Ghosh S (2014) Risk, capital and financial crisis: Evidence for GCC banks. Borsa Istanbul Rev 14: 145-157. doi:10.1016/j.bir.2014.06.003 doi: 10.1016/j.bir.2014.06.003
    [23] Golin J, Delhaise P (2013) The Bank Credit Analysis Handbook: A Guide For Analysts, Bankers And Investors, Hoboken, NJ: John Wiley & Sons.
    [24] Goodhart C, Schoenmaker D (2016) The Global Investment Banks are now all Becoming American: Does that Matter for Europeans? J Financ Regul 2:163-181. doi: 10.1093/jfr/fjw012
    [25] Haq M, Heaney R (2012) Factors determining European bank risk. J Int Financ Markets Inst Money 22: 696-718. doi:10.1016/j.intfin.2012.04.003 doi: 10.1016/j.intfin.2012.04.003
    [26] Hou X, Wang Q, Zhang Q (2014) Market structure, risk taking, and the efficiency of Chinese commercial banks. Emerg Markets Rev 20: 75-88. doi:10.1016/j.ememar.2014.06.001 doi: 10.1016/j.ememar.2014.06.001
    [27] Jacques K, Nigro P (1997) Risk-based capital, portfolio risk, and bank capital: A simultaneous equations approach. J Econ Bus 49: 533-547. doi:10.1016/s0148-6195(97)00038-6 doi: 10.1016/S0148-6195(97)00038-6
    [28] Jenkins P (2015) What has delayed Europe's bank recovery? The Financial Times. Available from: https://www.ft.com/content/9e6f450c-86d8-11e5-90de-f44762bf9896
    [29] Kabir MN, Worthington AC (2017) The "competition-stability/fragility" nexus: A comparative analysis of Islamic and conventional banks. Int Rev Financ Anal 50: 111-128. doi:10.1016/j.irfa.2017.02.006 doi: 10.1016/j.irfa.2017.02.006
    [30] Kim D, Santomero AM (1988) Risk in Banking and Capital Regulation. J Financ 43: 1219. doi:10.2307/2328216 doi: 10.1111/j.1540-6261.1988.tb03966.x
    [31] Kok C, Móré C, Petrescu M (2016) Recent Trends In Euro Area Banks' Business Models And Implications For Banking Stability Sector. Financial Stability Review 1.
    [32] Kwan S, Eisenbeis RA (1997) Bank Risk, Capitalization and Inefficiency. SSRN Electron J. doi:10.2139/ssrn.1188
    [33] Lakhani K, Heid J, Templeman L (2019) How to fix European banking… and why it matters. Deutsche Bank.
    [34] Le T (2018) Bank Risk, Capitalisation and Technical Efficiency in the Vietnamese Banking System. Aust Account Bus Financ J 12: 41-61. doi:10.14453/aabfj.v12i3.4
    [35] Lin J, Chen S, Tsai J (2019) How does soft information about small business lending affect bank efficiency under capital regulation? Quant Financ Econ 3: 53-74. doi:10.3934/qfe.2019.1.53 doi: 10.3934/QFE.2019.1.53
    [36] Maity S, Ganguly D (2019) Is demonetization really impact efficiency of banking sector-An empirical study of banks in India. Asian J Multidimensional Res (AJMR) 8: 315. doi:10.5958/2278-4853.2019.00108.3 doi: 10.5958/2278-4853.2019.00108.3
    [37] Marjanović I, Stanković JJ, Popović Ž (2018) Efficiency Estimation of Commercial Banks Based on Financial Performance: Input Oriented DEA CRS/VRS Models. Econ Themes 56: 239-252. doi:10.2478/ethemes-2018-0014 doi: 10.2478/ethemes-2018-0014
    [38] McLannahan B, Arnold N (2017) US bank's profits leave European rivals in the shade. Financ Times. Available from: https://www.ft.com/content/d5b38c74-d9e0-11e6-944b-e7eb37a6aa8e
    [39] Miah MD, Sharmeen K (2015) Relationship between capital, risk and efficiency: A comparative study between Islamic and conventional banks in Bangladesh. Int J Islamic Middle East Financ Manage 8: 203-221. doi:10.1108/imefm-03-2014-0027 doi: 10.1108/IMEFM-03-2014-0027
    [40] Molyneux P, Reghezza A, Xie R (2019) Bank margins and profits in a world of negative rates. J Bank Financ 107: 105613. doi:10.1016/j.jbankfin.2019.105613 doi: 10.1016/j.jbankfin.2019.105613
    [41] Mosko A, Bozdo A (2016) Modeling the Relationship between Bank Efficiency, Capital and Risk in Albanian Banking System. Procedia Econ Financ 39: 319-327. doi:10.1016/s2212-5671(16)30330-6 doi: 10.1016/S2212-5671(16)30330-6
    [42] Moyo B (2018) An analysis of competition, efficiency and soundness in the South African banking sector. South Afr J Econ Manage Sci 21. doi:10.4102/sajems.v21i1.2291
    [43] Nguyen TP, Nghiem SH (2015) The interrelationships among default risk, capital ratio and efficiency. Managerial Financ 41: 507-525. doi:10.1108/mf-12-2013-0354 doi: 10.1108/MF-12-2013-0354
    [44] Peura S, Keppo J (2006) Optimal Bank Capital with Costly Recapitalization. J Bus 79: 2163-2201. doi:10.1086/503660 doi: 10.1086/503660
    [45] Reboul P, Florentin J, Robien E, et al. (2018) European corporate and investment banking. Outlook 2018. Eurogroup Conculting.
    [46] Repullo R (2002) Capital requirements, market power, and risk-taking in banking. J Financ Intermediation 13: 156-182. doi:10.1016/j.jfi.2003.08.005 doi: 10.1016/j.jfi.2003.08.005
    [47] Rime B (2001) Capital requirements and bank behaviour: Empirical evidence for Switzerland. J Bank Financ 25: 789-805. doi:10.1016/s0378-4266(00)00105-9 doi: 10.1016/S0378-4266(00)00105-9
    [48] Saeed M, Izzeldin M (2016) Examining the relationship between default risk and efficiency in Islamic and conventional banks. J Econ Behav Organ 132: 127-154. doi:10.1016/j.jebo.2014.02.014 doi: 10.1016/j.jebo.2014.02.014
    [49] Salas V, Saurina J (2003) Deregulation, market power and risk behaviour in Spanish banks. Eur Econ Rev 47: 1061-1075. doi:10.1016/s0014-2921(02)00230-1 doi: 10.1016/S0014-2921(02)00230-1
    [50] Schildbach J (2017) Where do European banks stand? Deutsche Bank Res.
    [51] Sealey CW, Lindley JT (1977) Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions. J Financ 32: 1251. doi:10.2307/2326527 doi: 10.1111/j.1540-6261.1977.tb03324.x
    [52] Shah AA, Wu D, Korotkov V (2019) Are Sustainable Banks Efficient and Productive? A Data Envelopment Analysis and the Malmquist Productivity Index Analysis. Sustainability 11: 2398. doi:10.3390/su11082398
    [53] Shim J (2013) Bank capital buffer and portfolio risk: The influence of business cycle and revenue diversification. J Bank Financ 37: 761-772. doi:10.1016/j.jbankfin.2012.10.002 doi: 10.1016/j.jbankfin.2012.10.002
    [54] Simm J, Besstremyannaya G (2016) CRAN-Package rDEA. Available from: https://CRAN.R-project.org/package=rDEA
    [55] Sufian F (2016) Determinants of Efficiency in the Malaysian Banking Sector: Evidence from Semi-parametric Data Envelopment Analysis Method. Stud Microecon 4: 151-172. doi:10.1177/2321022216636443 doi: 10.1177/2321022216636443
    [56] Tan Y, Floros C (2013) Risk, capital and efficiency in Chinese banking. J Int Financ Markets Inst Money 26: 378-393. doi:10.1016/j.intfin.2013.07.009 doi: 10.1016/j.intfin.2013.07.009
    [57] Teixeira JC, Silva FJ, Fernandes AV, et al. (2014) Banks' capital, regulation and the financial crisis. North Am J Econ Financ 28: 33-58. doi:10.1016/j.najef.2014.01.002 doi: 10.1016/j.najef.2014.01.002
    [58] Teixeira JC, Matos TF, Da Costa GL, et al. (2019) Investor protection, regulation and bank risk-taking behavior. North Am J Econ Financ, 101051. doi:10.1016/j.najef.2019.101051
    [59] Teixeira JC, Silva FJ, Costa FA, et al. (2019) Banks' profitability, institutions, and regulation in the context of the financial crisis. Int J Financ Econ doi:10.1002/ijfe.1753
    [60] Weigand RA (2016) The performance and risk of banks in the U.S., Europe and Japan post-financial crisis. Investment Manage Financ Innovations 13: 75-94. doi:10.21511/imfi.13(4).2016.07 doi: 10.21511/imfi.13(4).2016.07
    [61] Williams J (2004) Determining management behaviour in European banking. J Bank Financ 28: 2427-2460. doi:10.1016/j.jbankfin.2003.09.010 doi: 10.1016/j.jbankfin.2003.09.010
    [62] Zheng C, Moudud-Ul-Huq S, Rahman MM, et al. (2017) Does the ownership structure matter for banks' capital regulation and risk-taking behavior? Empirical evidence from a developing country. Res Int Bus Financ 42: 404-421. doi:10.1016/j.ribaf.2017.07.035 doi: 10.1016/j.ribaf.2017.07.035
    [63] Zhang J, Jiang C, Qu B, et al. (2013) Market concentration, risk-taking, and bank performance: Evidence from emerging economies. Int Rev Financ Anal 30: 149-157. doi:10.1016/j.irfa.2013.07.016 doi: 10.1016/j.irfa.2013.07.016
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