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Central Bank Communication on Social Media: What, To Whom, and How?

Author

Listed:
  • Yuriy Gorodnichenko

    (University of California, Berkeley)

  • Tho Pham

    (University of York)

  • Oleksandr Talavera

    (University of Birmingham)

Abstract

This study answers three questions about central bank communication on Twitter: what was communicated, who were listeners, and how they reacted. Using various natural language processing techniques, we are able to identify seven main topics discussed by the Fed (monetary policy, economic growth, inflation, unemployment, financial risk, fiscal policy, and community) and six groups of the audience (economists, media, other academics, firm managers, financial sector, and the general public). While the Fed tweets talking about central banking topics attract greater attention from Twitter users, only the extensive margin is economically meaningful. Among all groups of users, the media accounts and economists are most active in engaging with the Fed, especially when discussing central banking related issues. Moreover, such media-Fed interactions are more likely to be noticed by other users. Further analysis shows that more positive Fed tweets are positively correlated with expected inflations during the low-interest-rate period.

Suggested Citation

  • Yuriy Gorodnichenko & Tho Pham & Oleksandr Talavera, 2021. "Central Bank Communication on Social Media: What, To Whom, and How?," Discussion Papers 21-05, Department of Economics, University of Birmingham.
  • Handle: RePEc:bir:birmec:21-05
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    References listed on IDEAS

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    1. Lamla, Michael J. & Vinogradov, Dmitri V., 2019. "Central bank announcements: Big news for little people?," Journal of Monetary Economics, Elsevier, vol. 108(C), pages 21-38.
    2. Enders, Zeno & Hünnekes, Franziska & Müller, Gernot J., 2019. "Monetary policy announcements and expectations: Evidence from german firms," Journal of Monetary Economics, Elsevier, vol. 108(C), pages 45-63.
    3. Stephen Hansen & Michael McMahon, 2016. "Shocking Language: Understanding the Macroeconomic Effects of Central Bank Communication," NBER Chapters, in: NBER International Seminar on Macroeconomics 2015, National Bureau of Economic Research, Inc.
    4. Coibion, Olivier & Gorodnichenko, Yuriy & Kumar, Saten & Pedemonte, Mathieu, 2020. "Inflation expectations as a policy tool?," Journal of International Economics, Elsevier, vol. 124(C).
    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. Korhonen, Iikka & Newby, Elisa, 2019. "Mastering Central Bank Communication Challenges via Twitter," BoF Economics Review 7/2019, Bank of Finland.
    7. 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.
    8. Anna Cieslak & Annette Vissing-Jorgensen, 2021. "The Economics of the Fed Put," The Review of Financial Studies, Society for Financial Studies, vol. 34(9), pages 4045-4089.
    9. Binder, Carola, 2017. "Fed speak on main street: Central bank communication and household expectations," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 238-251.
    10. 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.
    11. Reeves, Rachel & Sawicki, Michael, 2007. "Do financial markets react to Bank of England communication?," European Journal of Political Economy, Elsevier, vol. 23(1), pages 207-227, March.
    12. Rosa, Carlo, 2011. "Words that shake traders," Journal of Empirical Finance, Elsevier, vol. 18(5), pages 915-934.
    13. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    14. Donato Masciandaro & Davide Romelli & Gaia Rubera, 2020. "Tweeting on Monetary Policy and Market Sentiments: The Central Bank Surprise Index," BAFFI CAREFIN Working Papers 20134, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    15. Guthrie, Graeme & Wright, Julian, 2000. "Open mouth operations," Journal of Monetary Economics, Elsevier, vol. 46(2), pages 489-516, October.
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    Cited by:

    1. 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).
    2. Michael Ehrmann & Paul Hubert, 2022. "Information Acquisition ahead of Monetary Policy Announcements," Working papers 897, Banque de France.
    3. Michael J. Lamla & Dmitri V. Vinogradov, 2021. "Is the Word of a Gentleman as Good as His Tweet? Policy communications of the Bank of England," Working Paper Series in Economics 403, University of Lüneburg, Institute of Economics.

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    More about this item

    Keywords

    central bank communication; social media; public engagement; inflation expectations; natural language processing;
    All these keywords.

    JEL classification:

    • E50 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - General
    • 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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