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Complexity of ECB communication and financial market trading

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  • Hayo, Bernd
  • Henseler, Kai
  • Steffen Rapp, Marc
  • Zahner, Johannes

Abstract

We empirically examine how the complexity of ECB communications affects financial market trading based on high-frequency data from European stock index futures trading between 2009 and 2017. Analysing the linguistic complexity of the ECB’s introductory statements and differentiating between press conferences with and without announcements of unconventional monetary policy measures (UMPM), we find that more complex communication, i.e. high linguistic complexity and UMPM-announcement, is associated with a lower level of contemporaneous trading activity. Moreover, complex communication leads to a temporal shift in trading activity towards the subsequent Q&A session, which suggests that Q&A sessions facilitate market participants’ information processing.

Suggested Citation

  • Hayo, Bernd & Henseler, Kai & Steffen Rapp, Marc & Zahner, Johannes, 2022. "Complexity of ECB communication and financial market trading," Journal of International Money and Finance, Elsevier, vol. 128(C).
  • Handle: RePEc:eee:jimfin:v:128:y:2022:i:c:s0261560622001127
    DOI: 10.1016/j.jimonfin.2022.102709
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    as
    1. Ben S. Bernanke & Kenneth N. Kuttner, 2005. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
    2. Hayo, Bernd & Neuenkirch, Matthias, 2013. "Do Federal Reserve presidents communicate with a regional bias?," Journal of Macroeconomics, Elsevier, vol. 35(C), pages 62-72.
    3. 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.
    4. Karl B. Diether & Christopher J. Malloy & Anna Scherbina, 2002. "Differences of Opinion and the Cross Section of Stock Returns," Journal of Finance, American Finance Association, vol. 57(5), pages 2113-2141, October.
    5. Norbert Funke & Akimi Matsuda, 2006. "Macroeconomic News and Stock Returns in the United States and Germany," German Economic Review, Verein für Socialpolitik, vol. 7, pages 189-210, May.
    6. Unknown, 1967. "Index," 1967 Conference, August 21-30, 1967, Sydney, New South Wales, Australia 209796, International Association of Agricultural Economists.
    7. Donald L. Kohn & Brian P. Sack, 2003. "Central bank talk: does it matter and why?," Finance and Economics Discussion Series 2003-55, Board of Governors of the Federal Reserve System (U.S.).
    8. Aleš Bulíř & Martin Čihák & David-Jan Jansen, 2013. "What Drives Clarity of Central Bank Communication About Inflation?," Open Economies Review, Springer, vol. 24(1), pages 125-145, February.
    9. 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.
    10. Kenneth N. Kuttner, 2018. "Outside the Box: Unconventional Monetary Policy in the Great Recession and Beyond," Department of Economics Working Papers 2018-04, Department of Economics, Williams College.
    11. Kuttner, Kenneth N., 2001. "Monetary policy surprises and interest rates: Evidence from the Fed funds futures market," Journal of Monetary Economics, Elsevier, vol. 47(3), pages 523-544, June.
    12. 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.
    13. Kandel, Eugene & Pearson, Neil D, 1995. "Differential Interpretation of Public Signals and Trade in Speculative Markets," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 831-872, August.
    14. 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.
    15. Tim Loughran & Bill Mcdonald, 2014. "Measuring Readability in Financial Disclosures," Journal of Finance, American Finance Association, vol. 69(4), pages 1643-1671, August.
    16. Ehrmann, Michael & Talmi, Jonathan, 2020. "Starting from a blank page? Semantic similarity in central bank communication and market volatility," Journal of Monetary Economics, Elsevier, vol. 111(C), pages 48-62.
    17. Christian Conrad & Michael J. Lamla, 2010. "The High‐Frequency Response of the EUR‐USD Exchange Rate to ECB Communication," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1391-1417, October.
    18. Hayo, Bernd & Henseler, Kai & Rapp, Marc Steffen, 2019. "Estimating the monetary policy interest-rate-to-performance sensitivity of the European banking sector at the zero lower bound," Finance Research Letters, Elsevier, vol. 31(C).
    19. Emi Nakamura & Jón Steinsson, 2018. "High-Frequency Identification of Monetary Non-Neutrality: The Information Effect," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1283-1330.
    20. Norbert Funke & Akimi Matsuda, 2006. "Macroeconomic News and Stock Returns in the United States and Germany," German Economic Review, Verein für Socialpolitik, vol. 7(2), pages 189-210, May.
    21. Carlo Rosa, 2011. "The Validity of the Event‐study Approach: Evidence from the Impact of the Fed's Monetary Policy on US and Foreign Asset Prices," Economica, London School of Economics and Political Science, vol. 78(311), pages 429-439, July.
    22. Arina Wischnewsky & David‐Jan Jansen & Matthias Neuenkirch, 2021. "Financial stability and the Fed: Evidence from congressional hearings," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1192-1214, July.
    23. Michael D. Bordo, 2007. "A brief history of central banks," Economic Commentary, Federal Reserve Bank of Cleveland, issue Dec.
    24. Michael Ehrmann & Marcel Fratzscher, 2007. "Transparency, Disclosure, and the Federal Reserve," International Journal of Central Banking, International Journal of Central Banking, vol. 3(1), pages 179-225, March.
    25. Marek Jarociński & Peter Karadi, 2020. "Deconstructing Monetary Policy Surprises—The Role of Information Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(2), pages 1-43, April.
    26. Christopher Bowdler & Amar Radia, 2012. "Unconventional monetary policy: the assessment," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 28(4), pages 603-621, WINTER.
    27. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    28. Amaya, Diego & Filbien, Jean-Yves, 2015. "The similarity of ECB’s communication," Finance Research Letters, Elsevier, vol. 13(C), pages 234-242.
    29. Coenen, Günter & Ehrmann, Michael & Gaballo, Gaetano & Hoffmann, Peter & Nakov, Anton & Nardelli, Stefano & Persson, Eric & Strasser, Georg H., 2017. "Communication of monetary policy in unconventional times," CFS Working Paper Series 578, Center for Financial Studies (CFS).
    30. 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.
    31. Carlo Rosa, 2008. "Talking Less and Moving the Market More: Is this the Recipe for Monetary Policy Effectiveness? Evidence from the ECB and the Fed," CEP Discussion Papers dp0855, Centre for Economic Performance, LSE.
    32. Hanson, Samuel G. & Stein, Jeremy C., 2015. "Monetary policy and long-term real rates," Journal of Financial Economics, Elsevier, vol. 115(3), pages 429-448.
    33. 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.
    34. Refet S Gürkaynak & Brian Sack & Eric Swanson, 2005. "Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," International Journal of Central Banking, International Journal of Central Banking, vol. 1(1), May.
    35. Tim Loughran & Bill McDonald, 2020. "Textual Analysis in Finance," Annual Review of Financial Economics, Annual Reviews, vol. 12(1), pages 357-375, December.
    36. Apel Mikael & Grimaldi Marianna Blix, 2014. "How Informative Are Central Bank Minutes?," Review of Economics, De Gruyter, vol. 65(1), pages 53-76, April.
    37. repec:pri:cepsud:161blinder is not listed on IDEAS
    38. Magnus Andersson, 2010. "Using Intraday Data to Gauge Financial Market Responses to Federal Reserve and ECB Monetary Policy Decisions," International Journal of Central Banking, International Journal of Central Banking, vol. 6(2), pages 117-146, June.
    39. Henseler, Kai & Rapp, Marc Steffen, 2018. "Stock market effects of ECB’s Asset Purchase Programmes: Firm-level evidence," Economics Letters, Elsevier, vol. 169(C), pages 7-10.
    40. Michael Ehrmann & Marcel Fratzscher, 2007. "Communication by Central Bank Committee Members: Different Strategies, Same Effectiveness?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2-3), pages 509-541, March.
    41. Claus Brand & Daniel Buncic & Jarkko Turunen, 2010. "The Impact of ECB Monetary Policy Decisions and Communication on the Yield Curve," Journal of the European Economic Association, MIT Press, vol. 8(6), pages 1266-1298, December.
    42. Stigler, George J., 2011. "Economics of Information," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 35-49.
    43. David‐Jan Jansen, 2011. "Does The Clarity Of Central Bank Communication Affect Volatility In Financial Markets? Evidence From Humphrey‐Hawkins Testimonies," Contemporary Economic Policy, Western Economic Association International, vol. 29(4), pages 494-509, October.
    44. Boguth, Oliver & Grégoire, Vincent & Martineau, Charles, 2019. "Shaping Expectations and Coordinating Attention: The Unintended Consequences of FOMC Press Conferences," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(6), pages 2327-2353, December.
    45. 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.
    46. Cukierman, Alex & Meltzer, Allan H, 1986. "A Theory of Ambiguity, Credibility, and Inflation under Discretion and Asymmetric Information," Econometrica, Econometric Society, vol. 54(5), pages 1099-1128, September.
    47. 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.
    48. Hussain, Syed Mujahid, 2011. "Simultaneous monetary policy announcements and international stock markets response: An intraday analysis," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 752-764, March.
    49. Smales, L.A. & Apergis, N., 2017. "Understanding the impact of monetary policy announcements: The importance of language and surprises," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 33-50.
    50. Pierre L. Siklos, 2013. "The Global Financial Crisis and the Language of Central Banking: Central Bank Guidance in Good Times and in Bad," CAMA Working Papers 2013-58, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    51. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    52. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    53. Schmeling, Maik & Wagner, Christian, 2019. "Does Central Bank Tone Move Asset Prices?," CEPR Discussion Papers 13490, C.E.P.R. Discussion Papers.
    54. 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.
    55. Smales, L.A. & Apergis, N., 2017. "Does more complex language in FOMC decisions impact financial markets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 51(C), pages 171-189.
    56. Grossman, Sanford J & Stiglitz, Joseph E, 1976. "Information and Competitive Price Systems," American Economic Review, American Economic Association, vol. 66(2), pages 246-253, May.
    57. Laver, Michael & Benoit, Kenneth & Garry, John, 2003. "Extracting Policy Positions from Political Texts Using Words as Data," American Political Science Review, Cambridge University Press, vol. 97(2), pages 311-331, May.
    58. Harris, Milton & Raviv, Artur, 1993. "Differences of Opinion Make a Horse Race," Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 473-506.
    59. Kenneth N. Kuttner, 2018. "Outside the Box: Unconventional Monetary Policy in the Great Recession and Beyond," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 121-146, Fall.
    60. 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.
    61. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    62. Bomfim, Antulio N., 2003. "Pre-announcement effects, news effects, and volatility: Monetary policy and the stock market," Journal of Banking & Finance, Elsevier, vol. 27(1), pages 133-151, January.
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    Cited by:

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    5. Hugo Oriola & Matthieu Picault, 2023. "Opportunistic Political Central Bank Coverage: Does media coverage of ECB's Monetary Policy Impacts German Political Parties' Popularity?," EconomiX Working Papers 2023-30, University of Paris Nanterre, EconomiX.
    6. Fischer, Lion & Rapp, Marc Steffen & Zahner, Johannes, 2024. "Central banks sowing the seeds for a green financial sector? NGFS membership and market reactions," IMFS Working Paper Series 198, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).

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    More about this item

    Keywords

    ECB; Central bank communication; Textual analysis; Linguistic complexity; Readability; Financial markets; European stock markets;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • 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
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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