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Do ECB introductory statements help to predict monetary policy: evidence from tone analysis

Author

Listed:
  • Paweł Baranowski

    (Institute of Econometrics, University of Lodz)

  • Hamza Bennani

    (EconomiX-CNRS, Universite Paris Nanterre)

  • Wirginia Doryń

    (Institute of Economics, University of Lodz)

Abstract

In this paper, we examine whether a tone shock derived from ECB communication helps to predict ECB monetary policy decisions. For that purpose, we first use a bag-of-words approach and several dictionaries on the ECB’s Introductory Statements to derive a measure of tone. Next, we orthogonalize the tone measure on the latest data available to market participants to compute the tone shock. Finally, we relate the tone shock to future ECB monetary policy decisions. We find that the tone shock is significantly and positively related to future ECB monetary policy decisions, even when controlling for market expectations of economic conditions and monetary policy and the ECB’s Governing Council inter-meeting communication. Further extensions show that the predictive power of the tone shock regarding future monetary policy decisions is robust to (i) the normalization of the tone measure, (ii) alternative market expectations about monetary policy and (iii) the macroeconomic variables used in the Taylortype monetary policy. These findings thus highlight an additional channel by which ECB communication improves monetary policy predictability, and suggest that the ECB may have private information that it communicates through its Introductory Statements.

Suggested Citation

  • Paweł Baranowski & Hamza Bennani & Wirginia Doryń, 2020. "Do ECB introductory statements help to predict monetary policy: evidence from tone analysis," NBP Working Papers 323, Narodowy Bank Polski.
    • Handle: RePEc:nbp:nbpmis:323
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    References listed on IDEAS

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    Cited by:

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    3. 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.
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    More about this item

    Keywords

    Central Bank Communication; European Central Bank; Tone; Forecasts; Taylor Rule;
    All these keywords.

    JEL classification:

    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • 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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