IDEAS home Printed from https://ideas.repec.org/p/ecb/ecbwps/20222742.html
   My bibliography  Save this paper

The ECB press conference: a textual analysis

Author

Listed:
  • Pavelkova, Andrea

Abstract

The aim of central bank communication is to provide information on monetary policy and the economic outlook in a timely manner to the public. While research on central bank communication and specifically the European Central Bank’s press conference has shown that it has the potential to move markets, in-depth textual analysis of key communication tools creates room for further analysis. Focusing on the press conferences of the ECB, this paper employs structural topic modelling (STM) and finds that topics within the introductory statement and the Q&A are significantly different, with a nearly equal split of topics unique to both parts. The split of topics suggests that the Q&A does not only provide clarification of what has been said in the introductory statement, but also allows journalists to enquire about the discussion within the Governing Council as well as the ECB’s stance on broader economic issues. JEL Classification: E50, E52, E58

Suggested Citation

  • Pavelkova, Andrea, 2022. "The ECB press conference: a textual analysis," Working Paper Series 2742, European Central Bank.
    • Handle: RePEc:ecb:ecbwps:20222742
    as

    Download full text from publisher

    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecb.wp2742~d05e72b213.en.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Altavilla, Carlo & Brugnolini, Luca & Gürkaynak, Refet S. & Motto, Roberto & Ragusa, Giuseppe, 2019. "Measuring euro area monetary policy," Journal of Monetary Economics, Elsevier, vol. 108(C), pages 162-179.
    2. Ullrich, Katrin, 2008. "Inflation expectations of experts and ECB communication," The North American Journal of Economics and Finance, Elsevier, vol. 19(1), pages 93-108, March.
    3. repec:ces:ifodic:v:15:y:2017:i:1:p:19307482 is not listed on IDEAS
    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. Alan Blinder & Michael Ehrmann & Jakob de Haan & David-Jan Jansen, 2017. "Necessity as the mother of invention: monetary policy after the crisis," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 32(92), pages 707-755.
    6. 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.
    7. Margaret Roberts & Brandon Stewart & Tingley, Dustin, 2014. "stm: R Package for Structural Topic Models," Working Paper 176291, Harvard University OpenScholar.
    8. repec:pri:cepsud:161blinder is not listed on IDEAS
    9. Stefano Nardelli & David Martens & Ellen Tobback, 2017. "Between hawks and doves: measuring Central Bank Communication," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Big Data, volume 44, Bank for International Settlements.
    10. Michael Ehrmann & Marcel Fratzscher, 2009. "Explaining Monetary Policy in Press Conferences," International Journal of Central Banking, International Journal of Central Banking, vol. 5(2), pages 42-84, June.
    11. Tobback, Ellen & Nardelli, Stefano & Martens, David, 2017. "Between hawks and doves: measuring central bank communication," Working Paper Series 2085, European Central Bank.
    12. Rosa, Carlo & Verga, Giovanni, 2007. "On the consistency and effectiveness of central bank communication: Evidence from the ECB," European Journal of Political Economy, Elsevier, vol. 23(1), pages 146-175, March.
    13. Alan Blinder & Michael Ehrmann & Jakob de Haan & David-Jan Jansen, 2017. "Monetary Policy after the Crisis," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 15(1), pages 12-13, 04.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sinem Kandemir & Peter Tillmann, 2023. "Not all ECB meetings are created equal," MAGKS Papers on Economics 202312, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    2. Haavio, Markus & Heikkinen, Joni & Jalasjoki, Pirkka & Kilponen, Juha & Paloviita, Maritta & Vänni, Ilona, 2024. "Reading between the lines: Uncovering asymmetry in the central bank loss function," Bank of Finland Research Discussion Papers 6/2024, Bank of Finland.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Donato Masciandaro & Davide Romelli & Gaia Rubera, 2021. "Monetary policy and financial markets: evidence from Twitter traffic," BAFFI CAREFIN Working Papers 21160, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    2. Bennani, Hamza & Fanta, Nicolas & Gertler, Pavel & Horvath, Roman, 2020. "Does central bank communication signal future monetary policy in a (post)-crisis era? The case of the ECB," Journal of International Money and Finance, Elsevier, vol. 104(C).
    3. Michael Ehrmann & Paul Hubert, 2022. "Information Acquisition ahead of Monetary Policy Announcements," Working papers 897, Banque de France.
    4. Linas Jurkšas & Rokas Kaminskas, 2023. "ECB monetary policy communication: does it move euro area yields?," Bank of Lithuania Discussion Paper Series 29, Bank of Lithuania.
    5. Möller, Rouven & Reichmann, Doron, 2021. "ECB language and stock returns – A textual analysis of ECB press conferences," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 590-604.
    6. Martin Baumgaertner & Johannes Zahner, 2021. "Whatever it takes to understand a central banker - Embedding their words using neural networks," MAGKS Papers on Economics 202130, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    7. Marc Anderes & Alexander Rathke & Sina Streicher & Jan-Egbert Sturm, 2021. "The role of ECB communication in guiding markets," Public Choice, Springer, vol. 186(3), pages 351-383, March.
    8. Parle, Conor, 2022. "The financial market impact of ECB monetary policy press conferences — A text based approach," European Journal of Political Economy, Elsevier, vol. 74(C).
    9. Caiazza, Stefano & Fiordelisi, Franco & Galloppo, Giuseppe & Ricci, Ornella, 2022. "Informal central bank communication: The role of investor memories," Economics Letters, Elsevier, vol. 217(C).
    10. Justyna Klejdysz & Robin L. Lumsdaine, 2023. "Shifts in ECB Communication: A Textual Analysis of the Press Conference," International Journal of Central Banking, International Journal of Central Banking, vol. 19(2), pages 473-542, June.
    11. 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.
    12. Rieder, Kilian, 2022. "Monetary policy decision-making by committee: Why, when and how it can work," European Journal of Political Economy, Elsevier, vol. 72(C).
    13. Donato Masciandaro & Davide Romelli & Gaia Rubera, 2021. "Monetary policy, Twitter and financial markets: evidence from social media traffic," BAFFI CAREFIN Working Papers 21160, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    14. Szyszko, Magdalena & Rutkowska, Aleksandra & Kliber, Agata, 2022. "Do words affect expectations? The effect of central banks communication on consumer inflation expectations," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 221-229.
    15. Patrick Hirsch & Lars P. Feld & Ekkehard A. Köhler, 2023. "Breaking Monetary Policy News: The Role of Mass Media Coverage of ECB Announcements for Public Inflation Expectations," CESifo Working Paper Series 10285, CESifo.
    16. 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.
    17. Dimitris Christelis & Dimitris Georgarakos & Tullio Jappelli & Maarten van Rooij, 2020. "Trust in the Central Bank and Inflation Expectations," International Journal of Central Banking, International Journal of Central Banking, vol. 16(6), pages 1-37, December.
    18. G. C. Montes & L. V. Oliveira & A. Curi & R. T. F. Nicolay, 2016. "Effects of transparency, monetary policy signalling and clarity of central bank communication on disagreement about inflation expectations," Applied Economics, Taylor & Francis Journals, vol. 48(7), pages 590-607, February.
    19. Hayo, Bernd & Neumeier, Florian, 2020. "Public knowledge about and attitudes towards central bank independence in New Zealand," Journal of Banking & Finance, Elsevier, vol. 113(C).
    20. 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.

    More about this item

    Keywords

    central bank communication; ECB press conference; natural language processing; structural topic model; text analysis;
    All these keywords.

    JEL classification:

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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ecb:ecbwps:20222742. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Official Publications (email available below). General contact details of provider: https://edirc.repec.org/data/emieude.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.