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Bank profitability and macroeconomic conditions: Are business models different?

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  • Emilia Bonaccorsi di Patti
  • Francesco Palazzo

Abstract

The paper investigates the impact of macroeconomic conditions on the profitability of EU banks by testing for differential effects according to the business model. We group banks into three business models using a hierarchical cluster analysis and find that using clusters based on the share of assets invested in loans reveals heterogeneity in the sensitivity of bank profitability to economic growth across business models. Our main result is that GDP growth, credit growth, and the risk‐free yield curve influence profitability as expected, but we also find that the effect of GDP growth is only significant for banks that have a high and medium share of assets invested in loans, and not for banks that hold large portfolios of securities. This difference depends on the impact of growth on asset write downs, especially those on loans and, to a lesser extent, on revenues. The results suggest that studies relating bank profitability to macroeconomic conditions should take the heterogeneity of business models into account.

Suggested Citation

  • Emilia Bonaccorsi di Patti & Francesco Palazzo, 2020. "Bank profitability and macroeconomic conditions: Are business models different?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(2), July.
  • Handle: RePEc:bla:ecnote:v:49:y:2020:i:2:n:e12155
    DOI: 10.1111/ecno.12155
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    1. Bun, Maurice J.G. & Kiviet, Jan F., 2006. "The effects of dynamic feedbacks on LS and MM estimator accuracy in panel data models," Journal of Econometrics, Elsevier, vol. 132(2), pages 409-444, June.
    2. Kok, Christoffer & Móré, Csaba & Pancaro, Cosimo, 2015. "Bank Profitability Challenges in Euro Area Banks: the Role of Cyclical and Structural Factors," Financial Stability Review, European Central Bank, vol. 1.
    3. Beckmann, Rainer, 2007. "Profitability of Western European banking systems: panel evidence on structural and cyclical determinants," Discussion Paper Series 2: Banking and Financial Studies 2007,17, Deutsche Bundesbank.
    4. Emilia Bonaccorsi di Patti & Roberto Felici & Federico Maria Signoretti, 2016. "Euro area significant banks: main differences and recent performance," Questioni di Economia e Finanza (Occasional Papers) 306, Bank of Italy, Economic Research and International Relations Area.
    5. Bruno, Giovanni S.F., 2005. "Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 87(3), pages 361-366, June.
    6. Ayadi, Rym & De Groen, Willem Pieter, 2014. "Banking Business Models Monitor 2014: Europe," CEPS Papers 9713, Centre for European Policy Studies.
    7. Manganelli, Simone & Altunbas, Yener & Marqués-Ibáñez, David, 2011. "Bank risk during the financial crisis: do business models matter?," Working Paper Series 1394, European Central Bank.
    8. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    9. Ziliak, James P, 1997. "Efficient Estimation with Panel Data When Instruments Are Predetermined: An Empirical Comparison of Moment-Condition Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(4), pages 419-431, October.
    10. 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.
    11. Claessens, Stijn & Coleman, Nicholas & Donnelly, Michael, 2017. ""Low-For-Long†Interest Rates and Banks’ Interest Margins and Profitability: Cross-Country Evidence," CEPR Discussion Papers 11842, C.E.P.R. Discussion Papers.
    12. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    13. Berger, Allen N. & Bonime, Seth D. & Covitz, Daniel M. & Hancock, Diana, 2000. "Why are bank profits so persistent? The roles of product market competition, informational opacity, and regional/macroeconomic shocks," Journal of Banking & Finance, Elsevier, vol. 24(7), pages 1203-1235, July.
    14. Rungporn Roengpitya & Nikola Tarashev & Kostas Tsatsaronis & Alan Villegas, 2017. "Bank business models: popularity and performance," BIS Working Papers 682, Bank for International Settlements.
    15. Maurice J. G. Bun & Frank Windmeijer, 2010. "The weak instrument problem of the system GMM estimator in dynamic panel data models," Econometrics Journal, Royal Economic Society, vol. 13(1), pages 95-126, February.
    16. Mergaerts, Frederik & Vander Vennet, Rudi, 2016. "Business models and bank performance: A long-term perspective," Journal of Financial Stability, Elsevier, vol. 22(C), pages 57-75.
    17. Kok, Christoffer & Mirza, Harun & Móré, Csaba & Pancaro, Cosimo, 2016. "Adapting Bank Business Models: Financial Stability Implications of Greater Reliance on Fee and Commission Income," Financial Stability Review, European Central Bank, vol. 2.
    18. Albertazzi, Ugo & Gambacorta, Leonardo, 2009. "Bank profitability and the business cycle," Journal of Financial Stability, Elsevier, vol. 5(4), pages 393-409, December.
    19. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    20. Ugo Albertazzi & Alessandro Notarpietro & Stefano Siviero, 2016. "An inquiry into the determinants of the profitability of Italian banks," Questioni di Economia e Finanza (Occasional Papers) 364, Bank of Italy, Economic Research and International Relations Area.
    21. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    22. Claudio Borio & Leonardo Gambacorta & Boris Hofmann, 2017. "The influence of monetary policy on bank profitability," International Finance, Wiley Blackwell, vol. 20(1), pages 48-63, March.
    23. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    24. Hesna Genay & Rich Podjasek, 2014. "What Is the Impact of a Low Interest Rate Environment on Bank Profitability?," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Jul.
    25. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    26. Farnè, Matteo & Vouldis, Angelos, 2017. "Business models of the banks in the euro area," Working Paper Series 2070, European Central Bank.
    27. 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.
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    1. Ozili, Peterson K & Arun, Thankom, 2022. "Does economic policy uncertainty affect bank profitability?," MPRA Paper 114403, University Library of Munich, Germany.
    2. Danilo Liberati & Francesco Vercelli, 2019. "As long as the bank gains: expanding the retail distribution activity," Questioni di Economia e Finanza (Occasional Papers) 510, Bank of Italy, Economic Research and International Relations Area.
    3. Ozili, Peterson, 2021. "Bank profitability determinants: comparing the United States, Nigeria and South Africa," MPRA Paper 105638, University Library of Munich, Germany.

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    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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