IDEAS home Printed from https://ideas.repec.org/p/zbw/bubdps/319627.html
   My bibliography  Save this paper

The financial instability - Monetary policy nexus: Evidence from the FOMC minutes

Author

Listed:
  • Kanelis, Dimitrios
  • Kranzmann, Lars H.
  • Siklos, Pierre L.

Abstract

We analyze how financial stability concerns discussed during Federal Open Market Committee (FOMC) meetings influence the Federal Reserve's monetary policy imple- mentation and communication. Utilizing large language models (LLMs) to analyze FOMC minutes from 1993 to 2022, we measure both mandate-related and financial stability-related sentiment within a unified framework, enabling a nuanced examina- tion of potential links between these two objectives. Our results indicate an increase in financial stability concerns following the Great Financial Crisis, particularly dur- ing periods of monetary tightening and the COVID-19 pandemic. Outside the zero lower bound (ZLB), heightened financial stability concerns are associated with a reduc- tion in the federal funds rate, while within the ZLB, they correlate with a tightening of unconventional measures. Methodologically, we introduce a novel labeled dataset that supports a contextualized LLM interpretation of FOMC documents and apply explainable AI techniques to elucidate the model's reasoning.

Suggested Citation

  • Kanelis, Dimitrios & Kranzmann, Lars H. & Siklos, Pierre L., 2025. "The financial instability - Monetary policy nexus: Evidence from the FOMC minutes," Discussion Papers 13/2025, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdps:319627
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/319627/1/1928091938.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Tadle, Raul Cruz, 2022. "FOMC minutes sentiments and their impact on financial markets," Journal of Economics and Business, Elsevier, vol. 118(C).
    2. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    3. Jung, Alexander, 2016. "Have minutes helped to predict fed funds rate changes?," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 18-32.
    4. Miguel Acosta, 2023. "A New Measure of Central Bank Transparency and Implications for the Effectiveness of Monetary Policy," International Journal of Central Banking, International Journal of Central Banking, vol. 19(3), pages 49-97, August.
    5. Stephen Hansen & Michael McMahon & Andrea Prat, 2018. "Transparency and Deliberation Within the FOMC: A Computational Linguistics Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 801-870.
    6. Aruoba, Boragan & Drechsel, Thomas, 2022. "Identifying Monetary Policy Shocks: A Natural Language Approach," CEPR Discussion Papers 17133, C.E.P.R. Discussion Papers.
    7. Jing Cynthia Wu & Fan Dora Xia, 2016. "Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 253-291, March.
    8. Olivier Coibion & Yuriy Gorodnichenko, 2012. "Why Are Target Interest Rate Changes So Persistent?," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 126-162, October.
    9. Krippner, Leo, 2013. "Measuring the stance of monetary policy in zero lower bound environments," Economics Letters, Elsevier, vol. 118(1), pages 135-138.
    10. Istrefi, Klodiana & Odendahl, Florens & Sestieri, Giulia, 2023. "Fed communication on financial stability concerns and monetary policy decisions: Revelations from speeches," Journal of Banking & Finance, Elsevier, vol. 151(C).
    11. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    12. Jung, Alexander, 2016. "Have FOMC minutes helped markets to predict FED funds rate changes?," Working Paper Series 1961, European Central Bank.
    13. Anil K Kashyap & Jeremy C. Stein, 2023. "Monetary Policy When the Central Bank Shapes Financial-Market Sentiment," Journal of Economic Perspectives, American Economic Association, vol. 37(1), pages 53-76, Winter.
    14. Arina Wischnewsky & David‐Jan Jansen & Matthias Neuenkirch, 2021. "Financial stability and the Fed: Evidence from congressional hearings," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1192-1214, July.
    15. Ferrara, Federico M. & Masciandaro, Donato & Moschella, Manuela & Romelli, Davide, 2022. "Political voice on monetary policy: Evidence from the parliamentary hearings of the European Central Bank," European Journal of Political Economy, Elsevier, vol. 74(C).
    16. Margaret E. Roberts & Brandon M. Stewart & Edoardo M. Airoldi, 2016. "A Model of Text for Experimentation in the Social Sciences," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(515), pages 988-1003, July.
    17. Adrian, Tobias & Duarte, Fernando & Grinberg, Federico & Mancini-Griffoli, Tommaso, 2018. "Monetary Policy and Financial Conditions: A Cross-Country Study," CEPR Discussion Papers 12681, C.E.P.R. Discussion Papers.
    18. Athanasios Orphanides, 2001. "Monetary Policy Rules Based on Real-Time Data," American Economic Review, American Economic Association, vol. 91(4), pages 964-985, September.
    19. Lars E. O. Svensson, 2002. "Monetary policy and real stabilization," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 261-312.
    20. Tobias Adrian & Nellie Liang, 2018. "Monetary Policy, Financial Conditions, and Financial Stability," International Journal of Central Banking, International Journal of Central Banking, vol. 14(1), pages 73-131, January.
    21. Dimitrios Kanelis & Pierre L. Siklos, 2025. "The ECB press conference statement: deriving a new sentiment indicator for the euro area," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 652-664, January.
    22. Janet L. Yellen, 2013. "Challenges Confronting Monetary Policy : a speech at the 2013 National Association for Business Economics Policy Conference, Washington, D.C., March 4, 2013," Speech 628, Board of Governors of the Federal Reserve System (U.S.).
    23. Joe Peek & Eric Rosengren & Geoffrey M. B. Tootell, 2016. "Does Fed policy reveal a ternary mandate?," Working Papers 16-11, Federal Reserve Bank of Boston.
    24. repec:rnp:ecopol:09111 is not listed on IDEAS
    25. Bertsch, Christoph & Hull, Isaiah & Lumsdaine, Robin L. & Zhang, Xin, 2025. "Central bank mandates and monetary policy stances: Through the lens of Federal Reserve speeches," Journal of Econometrics, Elsevier, vol. 249(PC).
    26. Svensson, Lars E.O., 2017. "Leaning Against the Wind: The Role of Different Assumptions About the Costs," CEPR Discussion Papers 12249, C.E.P.R. Discussion Papers.
    27. Carlo Rosa, 2013. "The financial market effect of FOMC minutes," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 67-81.
    28. Dybowski, T. Philipp & Kempa, Bernd, 2020. "The European Central Bank’s monetary pillar after the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    29. Frank Smets, 2014. "Financial Stability and Monetary Policy: How Closely Interlinked?," International Journal of Central Banking, International Journal of Central Banking, vol. 10(2), pages 263-300, June.
    30. Lars Beckmann & Jörn Debener & Johannes Kriebel, 2023. "Understanding the determinants of bond excess returns using explainable AI," Journal of Business Economics, Springer, vol. 93(9), pages 1553-1590, November.
    31. Alex Cukierman, 2009. "The Limits of Transparency," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 38(1‐2), pages 1-37, February.
    32. Carvalho, Carlos & Nechio, Fernanda & Tristão, Tiago, 2021. "Taylor rule estimation by OLS," Journal of Monetary Economics, Elsevier, vol. 124(C), pages 140-154.
    33. Mikael Apel & Marianna Blix Grimaldi & Isaiah Hull, 2022. "How Much Information Do Monetary Policy Committees Disclose? Evidence from the FOMC's Minutes and Transcripts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(5), pages 1459-1490, August.
    34. Adam Hale Shapiro & Daniel J Wilson, 2022. "Taking the Fed at its Word: A New Approach to Estimating Central Bank Objectives using Text Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(5), pages 2768-2805.
    35. Christina D. Romer & David H. Romer, 2023. "Presidential Address: Does Monetary Policy Matter? The Narrative Approach after 35 Years," American Economic Review, American Economic Association, vol. 113(6), pages 1395-1423, June.
    36. Bohl, Martin T. & Kanelis, Dimitrios & Siklos, Pierre L., 2023. "Central bank mandates: How differences can influence the content and tone of central bank communication," Journal of International Money and Finance, Elsevier, vol. 130(C).
    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. Hüpper, Florian & Kempa, Bernd, 2023. "Inflation targeting and inflation communication of the Federal Reserve: Words and deeds," Journal of Macroeconomics, Elsevier, vol. 75(C).
    2. Istrefi, Klodiana & Odendahl, Florens & Sestieri, Giulia, 2023. "Fed communication on financial stability concerns and monetary policy decisions: Revelations from speeches," Journal of Banking & Finance, Elsevier, vol. 151(C).
    3. Bohl, Martin T. & Kanelis, Dimitrios & Siklos, Pierre L., 2023. "Central bank mandates: How differences can influence the content and tone of central bank communication," Journal of International Money and Finance, Elsevier, vol. 130(C).
    4. Bertsch, Christoph & Hull, Isaiah & Lumsdaine, Robin L. & Zhang, Xin, 2025. "Central bank mandates and monetary policy stances: Through the lens of Federal Reserve speeches," Journal of Econometrics, Elsevier, vol. 249(PC).
    5. Arina Wischnewsky & David‐Jan Jansen & Matthias Neuenkirch, 2021. "Financial stability and the Fed: Evidence from congressional hearings," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1192-1214, July.
    6. Dimitrios Kanelis & Pierre L. Siklos, 2025. "The ECB press conference statement: deriving a new sentiment indicator for the euro area," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 652-664, January.
    7. Martin T. Bohl & Dimitrios Kanelis & Pierre L. Siklos, 2022. "How Central Bank Mandates Influence Content and Tone of Communication Over Time," CQE Working Papers 9622, Center for Quantitative Economics (CQE), University of Muenster.
    8. Kwok Ping Tsang & Zichao Yang, 2023. "Agree to Disagree: Measuring Hidden Dissent in FOMC Meetings," Papers 2308.10131, arXiv.org, revised Nov 2024.
    9. Cour-Thimann, Philippine & Jung, Alexander, 2021. "Interest-rate setting and communication at the ECB in its first twenty years," European Journal of Political Economy, Elsevier, vol. 70(C).
    10. Cour-Thimann, Philippine & Jung, Alexander, 2020. "Interest rate setting and communication at the ECB," Working Paper Series 2443, European Central Bank.
    11. Christophe Blot & Paul Hubert & Fabien Labondance, 2017. "Does monetary policy generate asset price bubbles ?," SciencePo Working papers Main hal-03471824, HAL.
    12. Kim, Soyoung & Mehrotra, Aaron & Shim, Seri, 2025. "Governance arrangements and the use of macroprudential policy," Journal of International Money and Finance, Elsevier, vol. 154(C).
    13. Christophe Blot & Paul Hubert & Fabien Labondance, 2018. "Monetray policy and asset price bubbles," Working Papers hal-03471562, HAL.
    14. repec:hal:spmain:info:hdl:2441/2geqol5jud8hgonsak4roj21gh is not listed on IDEAS
    15. Christian Friedrich & Kristina Hess & Rose Cunningham, 2019. "Monetary Policy and Financial Stability: Cross‐Country Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(2-3), pages 403-453, March.
    16. repec:spo:wpmain:info:hdl:2441/2geqol5jud8hgonsak4roj21gh is not listed on IDEAS
    17. Kazinnik, Sophia & Papell, David H., 2021. "Monetary policy rules in practice: The case of Israel," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 308-320.
    18. Nicholas Apergis & James E. Payne, 2018. "Monetary policy rules and the equity risk premium: Evidence from the US experience," Review of Financial Economics, John Wiley & Sons, vol. 36(4), pages 287-299, October.
    19. repec:hal:spmain:info:hdl:2441/3eg9t5b1sb8phpnt79jr73qjr7 is not listed on IDEAS
    20. Dimitrios Kanelis & Pierre L. Siklos, 2022. "Emotion in Euro Area Monetary Policy Communication and Bond Yields: The Draghi Era," CQE Working Papers 10322, Center for Quantitative Economics (CQE), University of Muenster.
    21. Fadda, Pietro & Hanifi, Rayane & Istrefi, Klodiana & Penalver, Adrian, 2022. "Central Bank Communication of Uncertainty," CEPR Discussion Papers 17728, C.E.P.R. Discussion Papers.
    22. repec:spo:wpmain:info:hdl:2441/3eg9t5b1sb8phpnt79jr73qjr7 is not listed on IDEAS
    23. Paul Hubert & Fabien Labondance, 2016. "Central Bank Sentiment and Policy Expectations," SciencePo Working papers Main hal-03459227, HAL.
    24. Martin Baumgaertner & Johannes Zahner, 2021. "Whatever it takes to understand a central banker - Embedding their words using neural networks," MAGKS Papers on Economics 202130, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • 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

    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:319627. 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.