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Monetary policy press releases: an international comparison

Author

Listed:
  • Mario Gonzalez
  • Raul Cruz Tadle
Abstract
Around the world, several countries have adopted inflation targeting as their monetary policy framework. These institutions set their target interest rates in monetary policy meetings. These decisions are then circulated through press releases that explain the policy rationale. The information contained in the press releases includes current policies, economic outlook, and signals about likely future policies. In this paper, using linguistic methods, such as Latent Dirichlet Allocation (LDA) and semi-automated content analysis, we examine the information contained in the monetary press releases of inflation targeting countries. In addition, we build a custom dictionary for analyzing monetary policy press releases. Using Semi-automated Content Analysis, we then develop a measure, which we refer to as the Sentiment Score index, that quantifies the policy tilt implied in the information provided in the press releases. We find that for a significant majority of the in flation targeting countries, the index provides additional information that helps predict monetary policy rate movements.

Suggested Citation

  • Mario Gonzalez & Raul Cruz Tadle, 2022. "Monetary policy press releases: an international comparison," BIS Working Papers 1023, Bank for International Settlements.
  • Handle: RePEc:bis:biswps:1023
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    References listed on IDEAS

    as
    1. Georgiadis, Georgios, 2016. "Determinants of global spillovers from US monetary policy," Journal of International Money and Finance, Elsevier, vol. 67(C), pages 41-61.
    2. Scott Hendry & Alison Madeley, 2010. "Text Mining and the Information Content of Bank of Canada Communications," Staff Working Papers 10-31, Bank of Canada.
    3. 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.
    4. 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.
    5. Tim Loughran & Bill Mcdonald, 2014. "Measuring Readability in Financial Disclosures," Journal of Finance, American Finance Association, vol. 69(4), pages 1643-1671, August.
    6. Jan-Egbert Sturm & Jakob Haan, 2011. "Does central bank communication really lead to better forecasts of policy decisions? New evidence based on a Taylor rule model for the ECB," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(1), pages 41-58, April.
    7. 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.
    8. Hansen, Stephen & McMahon, Michael & Tong, Matthew, 2019. "The long-run information effect of central bank communication," Journal of Monetary Economics, Elsevier, vol. 108(C), pages 185-202.
    9. Carvalho, Carlos Viana de & Cordeiro, Fernando & Vargas, Juliana, 2013. "Just Words? A Quantitative Analysis of the Communication of the Central Bank of Brazil," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 67(4), November.
    10. Hayo, Bernd & Neuenkirch, Matthias, 2015. "Central bank communication in the financial crisis: Evidence from a survey of financial market participants," Journal of International Money and Finance, Elsevier, vol. 59(C), pages 166-181.
    11. 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.
    12. Michael R. Pakko, 2005. "On the Information Content of Asymmetric FOMC Policy Statements: Evidence From a Taylor-Rule Perspective," Economic Inquiry, Western Economic Association International, vol. 43(3), pages 558-569, July.
    13. Armelius, Hanna & Bertsch, Christoph & Hull, Isaiah & Zhang, Xin, 2020. "Spread the Word: International spillovers from central bank communication," Journal of International Money and Finance, Elsevier, vol. 103(C).
    14. Apel Mikael & Grimaldi Marianna Blix, 2014. "How Informative Are Central Bank Minutes?," Review of Economics, De Gruyter, vol. 65(1), pages 53-76, April.
    15. repec:pri:cepsud:161blinder is not listed on IDEAS
    16. Rosa, Carlo, 2011. "The high-frequency response of exchange rates to monetary policy actions and statements," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 478-489, February.
    17. Michael Ehrmann & Marcel Fratzscher, 2009. "Global Financial Transmission of Monetary Policy Shocks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(6), pages 739-759, December.
    18. Mario González & Raul Cruz Tadle, 2020. "Signaling and Financial Market Impact of Chile’s Central Bank Communication: A Content Analysis Approach," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 127-178, December.
    19. repec:fgv:epgrbe:v:67:n:4:a:3 is not listed on IDEAS
    20. 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.
    21. Hubert, Paul & Labondance, Fabien, 2021. "The signaling effects of central bank tone," European Economic Review, Elsevier, vol. 133(C).
    22. Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
    23. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    24. Iacoviello, Matteo & Navarro, Gaston, 2019. "Foreign effects of higher U.S. interest rates," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 232-250.
    25. Tobback, Ellen & Nardelli, Stefano & Martens, David, 2017. "Between hawks and doves: measuring central bank communication," Working Paper Series 2085, European Central Bank.
    26. Youngjoon Lee & Soohyon Kim & Ki Young Park, 2018. "Deciphering Monetary Policy Committee Minutes with Text Mining Approach: A Case of South Korea," Working papers 2018rwp-132, Yonsei University, Yonsei Economics Research Institute.
    27. Mr. Andrea Pescatori, 2018. "Central Bank Communication and Monetary Policy Surprises in Chile," IMF Working Papers 2018/156, International Monetary Fund.
    28. David O. Lucca & Francesco Trebbi, 2009. "Measuring Central Bank Communication: An Automated Approach with Application to FOMC Statements," NBER Working Papers 15367, National Bureau of Economic Research, Inc.
    29. 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.
    30. Kawamura, Kohei & Kobashi, Yohei & Shizume, Masato & Ueda, Kozo, 2019. "Strategic central bank communication: Discourse analysis of the Bank of Japan’s Monthly Report," Journal of Economic Dynamics and Control, Elsevier, vol. 100(C), pages 230-250.
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    Cited by:

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    More about this item

    Keywords

    central bank; financial market; monetary policy; communication;
    All these 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

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