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Mind the tone: Responses of inflation expectations to central bankers’ speeches

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  • Cho, Dooyeon
  • Jung, Jaehun

Abstract

This study investigates the effect of central bank communications, measured as the tone of U.S. central bankers’ speeches extracted with FinBERT, a domain-specific large language model, on inflation expectations among market participants across business cycle phases. Our analysis shows that communication tone has asymmetric effects depending on the state of the economy. During expansions, a positive tone raises inflation expectations, whereas during downturns its effects are muted, consistent with evidence that households respond primarily to Delphic signals, informational updates about future inflation, rather than to Odyssean signals that convey policy commitments. We also find that an asset purchase shock significantly influences inflation expectations, while other monetary policy measures do not. Overall, our results suggest that the tone of central bank communications, including speeches by central bank officials beyond those of the Federal Reserve Bank chair alone, can serve as a potent policy instrument, particularly in shaping expectations during expansions.

Suggested Citation

  • Cho, Dooyeon & Jung, Jaehun, 2026. "Mind the tone: Responses of inflation expectations to central bankers’ speeches," Journal of International Money and Finance, Elsevier, vol. 160(C).
  • Handle: RePEc:eee:jimfin:v:160:y:2026:i:c:s0261560625001871
    DOI: 10.1016/j.jimonfin.2025.103452
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    1. S. Borağan Aruoba, 2020. "Term Structures of Inflation Expectations and Real Interest Rates," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 542-553, July.
    2. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    3. Silvana Tenreyro & Gregory Thwaites, 2016. "Pushing on a String: US Monetary Policy Is Less Powerful in Recessions," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 43-74, October.
    4. Ahrens, Maximilian & Erdemlioglu, Deniz & McMahon, Michael & Neely, Christopher J. & Yang, Xiye, 2025. "Mind your language: Market responses to central bank speeches," Journal of Econometrics, Elsevier, vol. 249(PC).
    5. repec:hal:journl:hal-03676646 is not listed on IDEAS
    6. Ko, Eunmi, 2024. "An affine term structure model with Fed chairs’ speeches," Finance Research Letters, Elsevier, vol. 63(C).
    7. Grimmer, Justin & Stewart, Brandon M., 2013. "Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts," Political Analysis, Cambridge University Press, vol. 21(3), pages 267-297, July.
    8. Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
    9. Dooyeon Cho & Seunghwa Rho, 2024. "Reassessing growth vulnerability," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(1), pages 225-234, January.
    10. Alexander Jung & Patrick Kuehl, 2021. "Can central bank communication help to stabilise inflation expectations?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 68(3), pages 298-321, July.
    11. Ehrmann, Michael & Wabitsch, Alena, 2022. "Central bank communication with non-experts – A road to nowhere?," Journal of Monetary Economics, Elsevier, vol. 127(C), pages 69-85.
    12. Alan S. Blinder & Michael Ehrmann & Jakob de Haan & David-Jan Jansen, 2024. "Central Bank Communication with the General Public: Promise or False Hope?," Journal of Economic Literature, American Economic Association, vol. 62(2), pages 425-457, June.
    13. repec:hal:journl:hal-03535202 is not listed on IDEAS
    14. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    15. Olivier Coibion & Dimitris Georgarakos & Yuriy Gorodnichenko & Michael Weber, 2023. "Forward Guidance and Household Expectations," Journal of the European Economic Association, European Economic Association, vol. 21(5), pages 2131-2171.
    16. Anastasiou, Dimitris & Krokida, Styliani-Iris & Tsouknidis, Dimitris & Drakos, Konstantinos, 2023. "Can the tone of central bankers’ speeches discourage potential bank borrowers in the Eurozone?," Journal of International Money and Finance, Elsevier, vol. 139(C).
    17. Ehrmann, Michael & Talmi, Jonathan, 2020. "Starting from a blank page? Semantic similarity in central bank communication and market volatility," Journal of Monetary Economics, Elsevier, vol. 111(C), pages 48-62.
    18. Leif Anders Thorsrud, 2020. "Words are the New Numbers: A Newsy Coincident Index of the Business Cycle," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 393-409, April.
    19. Alan J. Auerbach & Yuriy Gorodnichenko, 2013. "Corrigendum: Measuring the Output Responses to Fiscal Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 5(3), pages 320-322, August.
    20. Alexopoulos, Michelle & Han, Xinfen & Kryvtsov, Oleksiy & Zhang, Xu, 2024. "More than words: Fed Chairs’ communication during congressional testimonies," Journal of Monetary Economics, Elsevier, vol. 142(C).
    21. Haroon Mumtaz & Jumana Saleheen & Roxane Spitznagel, 2023. "Keep it Simple: Central Bank Communication and Asset Prices," Working Papers 960, Queen Mary University of London, School of Economics and Finance.
    22. Jakob de Haan & Rasmus Wiese, 2022. "The impact of product and labour market reform on growth: Evidence for OECD countries based on local projections," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(4), pages 746-770, June.
    23. Swanson, Eric T., 2021. "Measuring the effects of federal reserve forward guidance and asset purchases on financial markets," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 32-53.
    24. Gabriela Galati & Steven Poelhekke & Chen Zhou, 2011. "Did the Crisis Affect Inflation Expectations?," International Journal of Central Banking, International Journal of Central Banking, vol. 7(1), pages 167-207, March.
    25. Cho, Dooyeon & Rhee, Dong-Eun, 2024. "Government debt and fiscal multipliers in the era of population aging," Macroeconomic Dynamics, Cambridge University Press, vol. 28(5), pages 1161-1181, July.
    26. Michael Weber & Francesco D'Acunto & Yuriy Gorodnichenko & Olivier Coibion, 2022. "The Subjective Inflation Expectations of Households and Firms: Measurement, Determinants, and Implications," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 157-184, Summer.
    27. Cho, Dooyeon & Lee, Kyung-woo, 2025. "Government size and the effectiveness of fiscal policy: the bigger the better?," Macroeconomic Dynamics, Cambridge University Press, vol. 29, pages 1-1, January.
    28. Dooyeon Cho & Husang Kim, 2024. "Inflation target adjustments: Does an improvement in institutional or economic preconditions matter?," International Finance, Wiley Blackwell, vol. 27(2), pages 129-179, August.
    29. Picault, Matthieu & Renault, Thomas, 2017. "Words are not all created equal: A new measure of ECB communication," Journal of International Money and Finance, Elsevier, vol. 79(C), pages 136-156.
    30. 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.
    31. Baranowski, Paweł & Doryń, Wirginia & Łyziak, Tomasz & Stanisławska, Ewa, 2021. "Words and deeds in managing expectations: Empirical evidence from an inflation targeting economy," Economic Modelling, Elsevier, vol. 95(C), pages 49-67.
    32. Coen N. Teulings & Nikolay Zubanov, 2014. "Is Economic Recovery A Myth? Robust Estimation Of Impulse Responses," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(3), pages 497-514, April.
    33. Granziera, Eleonora & Larsen, Vegard H. & Meggiorini, Greta & Melosi, Leonardo, 2025. "Speaking of Inflation: The Influence of Fed Speeches on Expectations," CEPR Discussion Papers 20038, Centre for Economic Policy Research.
    34. repec:pri:cepsud:161blinder is not listed on IDEAS
    35. Niţoi, Mihai & Pochea, Maria-Miruna & Radu, Ştefan-Constantin, 2023. "Unveiling the sentiment behind central bank narratives: A novel deep learning index," Journal of Behavioral and Experimental Finance, Elsevier, vol. 38(C).
    36. Olivier Coibion & Yuriy Gorodnichenko & Michael Weber, 2022. "Monetary Policy Communications and Their Effects on Household Inflation Expectations," Journal of Political Economy, University of Chicago Press, vol. 130(6), pages 1537-1584.
    37. Matthieu Picault & Thomas Renault, 2017. "Words are not all created equal: A new measure of ECB communication," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03205121, HAL.
    38. Roy Trivedi, Smita & Ghosh, Saibal, 2025. "Do deeds match words? India’s monetary policy needs to “walk the talk” for inflation anchoring," Journal of Policy Modeling, Elsevier, vol. 47(3), pages 662-680.
    39. Yuriy Gorodnichenko & Tho Pham & Oleksandr Talavera, 2023. "The Voice of Monetary Policy," American Economic Review, American Economic Association, vol. 113(2), pages 548-584, February.
    40. Jakob de Haan & David-Jan Jansen & Jakob de Haan, 2007. "The Importance of Being Vigilant: Has ECB Communication Influenced Euro Area Inflation Expectations?," CESifo Working Paper Series 2134, CESifo.
    41. Anna Cieslak & Adair Morse & Annette Vissing‐Jorgensen, 2019. "Stock Returns over the FOMC Cycle," Journal of Finance, American Finance Association, vol. 74(5), pages 2201-2248, October.
    42. Michael Weber & Bernardo Candia & Hassan Afrouzi & Tiziano Ropele & Rodrigo Lluberas & Serafin Frache & Brent Meyer & Saten Kumar & Yuriy Gorodnichenko & Dimitris Georgarakos & Olivier Coibion & Geoff, 2025. "Tell Me Something I Don't Already Know: Learning in Low‐ and High‐Inflation Settings," Econometrica, Econometric Society, vol. 93(1), pages 229-264, January.
    43. Neuenkirch, Matthias, 2013. "Monetary policy transmission in vector autoregressions: A new approach using central bank communication," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4278-4285.
    44. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    45. Ben S. Bernanke & Kenneth N. Kuttner, 2005. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
    46. Granziera, Eleanora & Larsen, Wegard H. & Meggiorini, Greta & Melosi, Leonardo, 2025. "Speaking of Inflation : The Influence of Fed Speeches on Expectations," The Warwick Economics Research Paper Series (TWERPS) 1555, University of Warwick, Department of Economics.
    47. Leonardo Melosi, 2017. "Signalling Effects of Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(2), pages 853-884.
    48. Hubert, Paul & Labondance, Fabien, 2021. "The signaling effects of central bank tone," European Economic Review, Elsevier, vol. 133(C).
    49. Ferrari, Massimo & Kearns, Jonathan & Schrimpf, Andreas, 2021. "Monetary policy’s rising FX impact in the era of ultra-low rates," Journal of Banking & Finance, Elsevier, vol. 129(C).
    50. 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.
    51. Gardner, Ben & Scotti, Chiara & Vega, Clara, 2022. "Words speak as loudly as actions: Central bank communication and the response of equity prices to macroeconomic announcements," Journal of Econometrics, Elsevier, vol. 231(2), pages 387-409.
    52. Baranowski, Pawel & Bennani, Hamza & Doryń, Wirginia, 2021. "Do the ECB's introductory statements help predict monetary policy? Evidence from a tone analysis," European Journal of Political Economy, Elsevier, vol. 66(C).
    53. Cho, Dooyeon & Jung, Jaehun, 2025. "Machine learning goes beyond: Time-varying monetary policy and oil price pass-through to inflation expectations," Journal of Macroeconomics, Elsevier, vol. 85(C).
    54. Eric T. Swanson, 2023. "The Importance of Fed Chair Speeches as a Monetary Policy Tool," AEA Papers and Proceedings, American Economic Association, vol. 113, pages 394-400, May.
    55. Schmeling, Maik & Wagner, Christian, 2025. "Does Central Bank Tone Move Asset Prices?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 60(1), pages 36-67, February.
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    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • 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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