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Modelling Profitability Determinants in the Banking Sector: The Case of the Eurozone

Author

Listed:
  • Vera Mirović

    (Faculty of Economics in Subotica, University of Novi Sad, 24000 Subotica, Serbia)

  • Branimir Kalaš

    (Faculty of Economics in Subotica, University of Novi Sad, 24000 Subotica, Serbia)

  • Nada Milenković

    (Faculty of Economics in Subotica, University of Novi Sad, 24000 Subotica, Serbia)

  • Jelena Andrašić

    (Faculty of Economics in Subotica, University of Novi Sad, 24000 Subotica, Serbia)

  • Miloš Đaković

    (Faculty of Economics in Subotica, University of Novi Sad, 24000 Subotica, Serbia)

Abstract

The aim of this study is to analyze which factors affect the profitability of banks in the eurozone and to make recommendations for supporting them to achieve higher levels of profitability in particular eurozone countries. The banks operating in the eurozone are specific that they are under one monetary policy. The main purpose of the banks’ profitability analysis is to identify main bank-specific and macroeconomic determinants and help bank management to more fully comprehend their importance of bank-specific determinants and macroeconomic determinants’ influence when measuring and evaluating bank profitability. For the purpose of this research, we analyze the impact of bank-specific determinants (NPL, CIR, NIM, NIF and NIT) and macroeconomic determinants (GDP, INF, UNM and DEBT) on bank profitability in the eurozone for the period of 2015–2020 using a random effects model, fixed effects model, and the general method of moments (GMM). This empirical research analyzed quarterly data series from Eurostat for eighteen countries in the eurozone. We came to the results that on the eurozone-level NPL, the cost-to-income ratio has a negative impact on the banks’ profitability, while the net interest income to the operating income, the net income for trading assets to the operating income and the net fee and commission income to the operating income have a positive impact on the banks’ profitability. Considering the macroeconomic variables, we found a positive impact only in the case of GDP, while the inflation rate, unemployment rate and gross government debt have shown a negative impact on the banks’ profitability. The main contribution of this study implies different panel techniques with two uncommonly used macroeconomic variables such as the unemployment rate and debt ratio. The results on the country level differ from country to country and these findings can give a lead to policy makers on the national level on how to enhance the banks’ profitability levels.

Suggested Citation

  • Vera Mirović & Branimir Kalaš & Nada Milenković & Jelena Andrašić & Miloš Đaković, 2024. "Modelling Profitability Determinants in the Banking Sector: The Case of the Eurozone," Mathematics, MDPI, vol. 12(6), pages 1-17, March.
  • Handle: RePEc:gam:jmathe:v:12:y:2024:i:6:p:897-:d:1359259
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    References listed on IDEAS

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    1. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    2. Klein, Paul-Olivier & Weill, Laurent, 2022. "Bank profitability and economic growth," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 183-199.
    3. Jef Boeckx & Maarten Dossche & Gert Peersman, 2017. "Effectiveness and Transmission of the ECB's Balance Sheet Policies," International Journal of Central Banking, International Journal of Central Banking, vol. 13(1), pages 297-333, February.
    4. Dominguez-Torres, Helena & Hierro, Luis Ángel, 2020. "Are there monetary clusters in the Eurozone? The impact of ECB policy," Journal of Policy Modeling, Elsevier, vol. 42(1), pages 56-76.
    5. Burriel, Pablo & Galesi, Alessandro, 2018. "Uncovering the heterogeneous effects of ECB unconventional monetary policies across euro area countries," European Economic Review, Elsevier, vol. 101(C), pages 210-229.
    6. John Goddard & Phil Molyneux & John O. S. Wilson, 2004. "The profitability of european banks: a cross‐sectional and dynamic panel analysis," Manchester School, University of Manchester, vol. 72(3), pages 363-381, June.
    7. Kanas, Angelos & Vasiliou, Dimitrios & Eriotis, Nikolaos, 2012. "Revisiting bank profitability: A semi-parametric approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(4), pages 990-1005.
    8. Larissa Batrancea & Malar Mozhi Rathnaswamy & Ioan Batrancea, 2021. "A Panel Data Analysis of Economic Growth Determinants in 34 African Countries," JRFM, MDPI, vol. 14(6), pages 1-15, June.
    9. Dietrich, Andreas & Wanzenried, Gabrielle, 2011. "Determinants of bank profitability before and during the crisis: Evidence from Switzerland," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 307-327, July.
    10. Pejman Peykani & Mostafa Sargolzaei & Mohammad Hashem Botshekan & Camelia Oprean-Stan & Amir Takaloo, 2023. "Optimization of Asset and Liability Management of Banks with Minimum Possible Changes," Mathematics, MDPI, vol. 11(12), pages 1-24, June.
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    1. Nada Milenković & Branimir Kalaš & Vera Mirović & Jelena Andrašić, 2024. "Static and Dynamic Modeling of Non-Performing Loan Determinants in the Eurozone," Mathematics, MDPI, vol. 12(21), pages 1-21, October.

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