IDEAS home Printed from https://ideas.repec.org/p/zbw/bubdps/334533.html

Peering beyond the veil: A dissection of aggregate bank lending rate movements into pricing and composition effects using credit-level data

Author

Listed:
  • Reimers, Paul
  • Michaelis, Henrike

Abstract

Compared to 2021, the aggregate bank lending rate to firms in the euro area in- creased strongly during the monetary tightening and easing cycle of 2022-25. However, it rose up to 1.5 percentage points less than the rise in policy and money market rates. We approach this gap using granular credit registry data, revealing how changes in the composition and pricing of credit translate into developments of the aggregate rate. The tool we use is standard in labor economics, but scarcely used outside that context: the Oaxaca-Blinder decomposition. We are the first to apply it to analyze the development of an aggregate variable over time in the loan pricing literature. We find that changes in the pricing of credit compared to 2021 were the main reason why a gap opened up. Compositional shifts in firm and credit characteristics and changes in banks' market shares had minor effects. Our micro-level insights have implications for policy makers, bankers and debtors, as they help understand what shapes aggregate pass-through patterns and the strength of monetary policy transmission. Moreover, our approach opens up promising new applications in the loan supply literature.

Suggested Citation

  • Reimers, Paul & Michaelis, Henrike, 2025. "Peering beyond the veil: A dissection of aggregate bank lending rate movements into pricing and composition effects using credit-level data," Discussion Papers 36/2025, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdps:334533
    DOI: 10.71734/DP-2025-36
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/334533/1/1947891790.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.71734/DP-2025-36?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Altavilla, Carlo & Canova, Fabio & Ciccarelli, Matteo, 2020. "Mending the broken link: Heterogeneous bank lending rates and monetary policy pass-through," Journal of Monetary Economics, Elsevier, vol. 110(C), pages 81-98.
    2. Gambacorta, Leonardo, 2005. "Inside the bank lending channel," European Economic Review, Elsevier, vol. 49(7), pages 1737-1759, October.
    3. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    4. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    5. Altavilla, Carlo & Gürkaynak, Refet S. & Quaedvlieg, Rogier, 2024. "Macro and micro of external finance premium and monetary policy transmission," Journal of Monetary Economics, Elsevier, vol. 147(S).
    6. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    7. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    8. 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.
    9. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    10. Leonardo Gambacorta & Paolo Emilio Mistrulli, 2014. "Bank Heterogeneity and Interest Rate Setting: What Lessons Have We Learned since Lehman Brothers?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(4), pages 753-778, June.
    11. Holton, Sarah & Rodriguez d’Acri, Costanza, 2018. "Interest rate pass-through since the euro area crisis," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 277-291.
    12. Karapanagiotis, Pantelis & Reimers, Paul, 2024. "Why does the schooling gap close while the wage gap persists across country income comparisons?," Journal of Economic Dynamics and Control, Elsevier, vol. 159(C).
    13. Paludkiewicz, Karol & Fricke, Daniel & Greppmair, Stefan, 2024. "Excess Reserves and Monetary Policy Tightening," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302364, Verein für Socialpolitik / German Economic Association.
    14. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    15. Bernd Fitzenberger & Karsten Kohn & Qingwei Wang, 2011. "The erosion of union membership in Germany: determinants, densities, decompositions," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(1), pages 141-165, January.
    16. Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
    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. Myeong-Su Yun, 2005. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 766-772, October.
    19. Chodorow-Reich, Gabriel & Darmouni, Olivier & Luck, Stephan & Plosser, Matthew, 2022. "Bank liquidity provision across the firm size distribution," Journal of Financial Economics, Elsevier, vol. 144(3), pages 908-932.
    20. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    21. Skander J. van den Heuvel, 2002. "Does bank capital matter for monetary transmission?," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 259-265.
    22. Vlado Kysucky & Lars Norden, 2016. "The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis," Management Science, INFORMS, vol. 62(1), pages 90-110, January.
    23. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    24. Hannes Kröger & Jörg Hartmann, 2021. "Extending the Kitagawa–Oaxaca–Blinder decomposition approach to panel data," Stata Journal, StataCorp LLC, vol. 21(2), pages 360-410, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "“In the Short Run Blasé, In the Long Run Risqué”," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 181-226, August.
    2. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2017. "‘In the Short Run Blasé, in the Long Run Risqué’. On the Effects of Monetary Policy on Bank Credit Risk-Taking in the Short versus Long Run," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 18(3), pages 181-226.
    3. Albertazzi, Ugo & Barbiero, Francesca & Marqués-Ibáñez, David & Popov, Alexander & Rodriguez d’Acri, Costanza & Vlassopoulos, Thomas, 2020. "Monetary policy and bank stability: the analytical toolbox reviewed," Working Paper Series 2377, European Central Bank.
    4. Burietz, Aurore & Picault, Matthieu, 2023. "To lend or not to lend? The ECB as the ‘intermediary of last resort’," Economic Modelling, Elsevier, vol. 122(C).
    5. Ferri, Giovanni & Kalmi, Panu & Kerola, Eeva, 2014. "Does bank ownership affect lending behavior? Evidence from the Euro area," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 194-209.
    6. Grandi, Pietro & Guille, Marianne, 2023. "Banks, deposit rigidity and negative rates," Journal of International Money and Finance, Elsevier, vol. 133(C).
    7. Grandi, Pietro, 2019. "Sovereign stress and heterogeneous monetary transmission to bank lending in the euro area," European Economic Review, Elsevier, vol. 119(C), pages 251-273.
    8. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    9. van Holle, Frederiek, 2017. "Essays in empirical finance and monetary policy," Other publications TiSEM 30d11a4b-7bc9-4c81-ad24-5, Tilburg University, School of Economics and Management.
    10. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95, May.
    11. Pietro Grandi, 2018. "Sovereign risk and cross-country heterogeneity in the transmission of monetary policy to bank lending in the euro area," Working Papers hal-01878602, HAL.
    12. Roberto Savona, 2022. "Bank business models, negative policy rates, and prudential regulation," Annals of Finance, Springer, vol. 18(3), pages 355-392, September.
    13. Er, Tarık Alperen & Deniz, Burak & Yarba, İbrahim, 2025. "Loan spreads over the credit cycle," Emerging Markets Review, Elsevier, vol. 67(C).
    14. List, Sophia & Metiu, Norbert, 2025. "Monetary policy, central bank information, and bank lending: Evidence from German banks," Discussion Papers 06/2025, Deutsche Bundesbank.
    15. Peydró, José-Luis & Jasova, Martina & Mendicino, Caterina & Panetti, Ettore & Supera, Dominik, 2021. "Monetary Policy, Labor Income Redistribution and the Credit Channel: Evidence from Matched Employer-Employee and Credit Registe," CEPR Discussion Papers 16549, C.E.P.R. Discussion Papers.
    16. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    17. Nakashima, Kiyotaka & Takahashi, Koji, 2020. "The time has come for banks to say goodbye: New evidence on bank roles and duration effects in relationship terminations," Journal of Banking & Finance, Elsevier, vol. 115(C).
    18. Krainer, Robert E., 2014. "Monetary policy and bank lending in the Euro area: Is there a stock market channel or an interest rate channel?," Journal of International Money and Finance, Elsevier, vol. 49(PB), pages 283-298.
    19. Fungáčová, Zuzana & Solanko, Laura & Weill, Laurent, 2013. "Does bank competition influence the lending channel in the euro area," BOFIT Discussion Papers 17/2013, Bank of Finland, Institute for Economies in Transition.
    20. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2014. "Hazardous times for monetary policy: what do twenty-three million bank loans say about the effects of monetary policy on credit risk-taking?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 82(2), pages 463-505.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:bubdps:334533. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/dbbgvde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.