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Analyzing ECB Communications Improves Forecasting of Interest Rate Decisions

Author

Listed:
  • Kerstin Bernoth

Abstract

For central banks, official communications serve as essential monetary policy instruments: In press releases, speeches, and interviews, central banks explain their decisions, manage expectations, and promote confidence in their strategy. This Weekly Report analyzes European Central Bank (ECB) communications from January 2019 to March 2025 using a specially trained artificial intelligence (AI) text analysis model. Official ECB statements are evaluated to determine an indicator that categorizes the tone of the communications as restrictive, expansionary, or neutral. The analysis shows that the tone of ECB communications can provide valuable information about future key interest rate decisions. Over the last months, ECB communications have become more neutral in tone, a signal that the ECB is taking a more cautious stance and that the interest rate level currently considered appropriate may soon be reached. An interest rate forecast model that includes inflation, the economic situation, and the tone of ECB communications predicts a further interest rate cut in April 2025 with high probability. However, this is associated with a certain degree of uncertainty, as economic policy events have happened in the past weeks that the model has not yet captured. The current economic uncertainty and planned government investments with a potentially inflationary effect argue for a cautious approach.

Suggested Citation

  • Kerstin Bernoth, 2025. "Analyzing ECB Communications Improves Forecasting of Interest Rate Decisions," DIW Weekly Report, DIW Berlin, German Institute for Economic Research, vol. 15(16/17), pages 99-105.
  • Handle: RePEc:diw:diwdwr:dwr15-16-1
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    More about this item

    Keywords

    Monetary Policy; Central Bank Communication; Interest Rates; Multinominal Probit Model;
    All these keywords.

    JEL classification:

    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
    • 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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