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Bank lending rates and the remuneration for risk: evidence from portfolio and loan level data

Author

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  • Durrani, Agha
  • Metzler, Julian
  • Michail, Nektarios
  • Werner, Johannes Gabriel

Abstract

We employ interest rates and expected loss probabilities from the 2021 EBA Stress Test dataset and euro area credit registries to examine whether the risk-return relationship holds in banking. After controlling for bank, loan, and debtor characteristics as well as macroeconomic conditions, results indicate that a risk-return relationship in bank lending is present but varies significantly across and within borrower segments. While bank lending rates appear to be quite responsive to risks towards households, results suggest that banks only significantly increase interest rates towards non-financial corporations that reside in the riskiest quantiles of the distribution. This potentially implies the presence of a cross-subsidization effect of credit risk. JEL Classification: E51, E52, E58

Suggested Citation

  • Durrani, Agha & Metzler, Julian & Michail, Nektarios & Werner, Johannes Gabriel, 2022. "Bank lending rates and the remuneration for risk: evidence from portfolio and loan level data," Working Paper Series 2753, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20222753
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    1. Reint Gropp & Christoffer Kok & Jung-Duk Lichtenberger, 2014. "The Dynamics of Bank Spreads and Financial Structure," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 4(04), pages 1-53.
    2. Diana Bonfim & Carla Soares, 2018. "The Risk‐Taking Channel of Monetary Policy: Exploring All Avenues," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(7), pages 1507-1541, October.
    3. Roncoroni, Alan & Battiston, Stefano & D’Errico, Marco & Hałaj, Grzegorz & Kok, Christoffer, 2021. "Interconnected banks and systemically important exposures," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    4. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    5. Helmersson, Tobias & Mingarelli, Luca & Mosk, Benjamin & Pietsch, Allegra & Ravanetti, Beatrice & Shakir, Tamarah & Wendelborn, Jonas, 2021. "Corporate zombification: post-pandemic risks in the euro area," Financial Stability Review, European Central Bank, vol. 1.
    6. 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.
    7. Altavilla, Carlo & Boucinha, Miguel & Peydró, José-Luis, 2018. "Monetary policy and bank profitability in a low interest rate environment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 33(96), pages 531-586.
    8. 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.
    9. Xing, Xuejing & Howe, John S., 2003. "The empirical relationship between risk and return: evidence from the UK stock market," International Review of Financial Analysis, Elsevier, vol. 12(3), pages 329-346.
    10. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    11. Ongena, Steven & Savaşer, Tanseli & Şişli Ciamarra, Elif, 2022. "CEO incentives and bank risk over the business cycle," Journal of Banking & Finance, Elsevier, vol. 138(C).
    12. Nektarios A. Michail, 2019. "What if they had not Gone Negative? A Counterfactual Assessment of the Impact from Negative Interest Rates," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 81(1), pages 1-19, February.
    13. Thomas Scheiber & Maria Antoinette Silgoner & Caroline Stern, 2016. "The development of bank profitability in Denmark, Sweden and Switzerland during a period of ultra-low and negative interest rates," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 3, pages 8-28.
    14. Entrop, Oliver & Memmel, Christoph & Ruprecht, Benedikt & Wilkens, Marco, 2015. "Determinants of bank interest margins: Impact of maturity transformation," Journal of Banking & Finance, Elsevier, vol. 54(C), pages 1-19.
    15. Afanasyeva, Elena & Güntner, Jochen, 2020. "Bank market power and the risk channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 111(C), pages 118-134.
    16. Beum-Jo Park, 2009. "Risk-return relationship in equity markets: using a robust GMM estimator for GARCH-M models," Quantitative Finance, Taylor & Francis Journals, vol. 9(1), pages 93-104.
    17. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    18. Ferreira, Daniel & Kershaw, David & Kirchmaier, Tom & Schuster, Edmund-Philipp, 2016. "Measuring management insulation from shareholder pressure," LSE Research Online Documents on Economics 66566, London School of Economics and Political Science, LSE Library.
    19. Laeven, Luc & Maddaloni, Angela & Mendicino, Caterina, 2022. "Monetary policy, macroprudential policy and financial stability," Working Paper Series 2647, European Central Bank.
    20. Jonathan A. Neuberger, 1991. "Risk and return in banking: evidence from bank stock returns," Economic Review, Federal Reserve Bank of San Francisco, issue Fall, pages 18-30.
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    Cited by:

    1. Kyriaki G. LouKa & Nektarios A. Michail, 2023. "The pass through of monetary policy to euro area bank interest rates," Working Papers 2023-2, Central Bank of Cyprus.
    2. Henrik Andersen & Ragnar E Juelsrud & Carola Müller, 2024. "Risk-based pricing in competitive lending markets," BIS Working Papers 1169, Bank for International Settlements.

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    More about this item

    Keywords

    banking; credit register; interest rates; loans; risk-return;
    All these keywords.

    JEL classification:

    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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