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A textual analysis of central bank communication the case of Indonesia

Author

Listed:
  • Haryo Kuncoro

    (Faculty of Economics, State University of Jakarta)

  • Gatot Nazir Ahmad

    (Faculty of Economics, State University of Jakarta)

  • Dianta Sebayang

    (Faculty of Economics, State University of Jakarta)

Abstract

The objective of this paper is two-fold: (1) to assess the textual aspects of the Central Bank of Indonesia's monetary policy communication and (2) identify their potential relation to the inflation expectations. Using monthly policy interest rate press release announcements, we found that the text readability is relatively stable, although the text complexity is higher. However, the clarity and readability of the text are negatively correlated with the inflation expectations. Meanwhile, the tone of the text is positively associated with the inflation expectations. They suggest that the central bank should strengthen the quality of the text announced and pay more attention to the informal communication channels. The high quality and use of informal communication channels provide additional pieces of information in shaping price expectations in the future.

Suggested Citation

  • Haryo Kuncoro & Gatot Nazir Ahmad & Dianta Sebayang, 2021. "A textual analysis of central bank communication the case of Indonesia," Economics Bulletin, AccessEcon, vol. 41(3), pages 2158-2172.
    • Handle: RePEc:ebl:ecbull:eb-21-00001
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    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Athanasios Orphanides & John C. Williams, 2005. "Inflation scares and forecast-based monetary policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 498-527, April.
    4. David-Jan Jansen & Richhild Moessner, 2016. "Communicating dissent on monetary policy: Evidence from central bank minutes," DNB Working Papers 512, Netherlands Central Bank, Research Department.
    5. Mr. Calixte Ahokpossi & Agnes Isnawangsih & Md. Shah Naoaj & Ting Yan, 2020. "The Impact of Monetary Policy Communication in an Emerging Economy: The Case of Indonesia," IMF Working Papers 2020/109, International Monetary Fund.
    6. Aakriti Mathur & Rajeswari Sengupta, 2019. "Analysing monetary policy statements of the Reserve Bank of India," IHEID Working Papers 08-2019, Economics Section, The Graduate Institute of International Studies.
    7. Alicia Garcia-Herrero & Eric Girardin & Arnoldo Lopez Marmolejo, 2015. "Mexico’s monetary policy communication and money markets," Working Papers 1515, BBVA Bank, Economic Research Department.
    8. Blinder, Alan S., 2007. "Monetary policy by committee: Why and how?," European Journal of Political Economy, Elsevier, vol. 23(1), pages 106-123, March.
    9. Yusuf Soner Baskaya & Eda Gulsen & Hakan Kara, 2012. "Inflation Expectations and Central Bank Communication in Turkey," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 12(2), pages 1-10.
    10. Sahminan Sahminan, 2008. "Effectiveness of monetary policy communication in Indonesia and Thailand," BIS Working Papers 262, Bank for International Settlements.
    11. Rozkrut, Marek & Rybinski, Krzysztof & Sztaba, Lucyna & Szwaja, Radoslaw, 2007. "Quest for central bank communication: Does it pay to be "talkative"?," European Journal of Political Economy, Elsevier, vol. 23(1), pages 176-206, March.
    12. de Mendonça, Helder Ferreira & Nicolay, Rodolfo Tomás da Fonseca, 2017. "Is communication clarity from fiscal authority useful? Evidence from an emerging economy," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 35-51.
    13. Richhild Moessner, 2014. "Effects of explicit FOMC policy-rate guidance on equities and risk measures," Applied Economics, Taylor & Francis Journals, vol. 46(18), pages 2139-2153, June.
    14. Jansen, David-Jan & de Haan, Jakob, 2007. "Were verbal efforts to support the euro effective? A high-frequency analysis of ECB statements," European Journal of Political Economy, Elsevier, vol. 23(1), pages 245-259, March.
    15. 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.
    16. G. C. Montes & R. T. F. Nicolay, 2017. "Does clarity of central bank communication affect credibility? Evidences considering governor-specific effects," Applied Economics, Taylor & Francis Journals, vol. 49(32), pages 3163-3180, July.
    17. Haryo Kuncoro, 2021. "Central Bank Communication and Policy Interest Rate," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 12(1), pages 76-91, January.
    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. Rodolfo Nicolay & Ana Jordânia de Oliveira, 2019. "Inflation volatility, monetary policy signaling and clarity of the central bank communication," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(2), pages 266-283, March.
    20. Ruttachai Seelajaroen & Pornanong Budsaratragoon & Boonlert Jitmaneeroj, 2020. "Do monetary policy transparency and central bank communication reduce interest rate disagreement?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(3), pages 368-393, April.
    21. Alicia Garcia-Herrero & Eric Girardin & Arnoldo Lopez-Marmolejo, 2019. "Mexico¡¯s Monetary Policy Communication and Money Markets," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(2), pages 81-97, February.
    22. Montes, Gabriel Caldas & Curi, Alexandre, 2017. "Disagreement in expectations about public debt, monetary policy credibility and inflation risk premium," Journal of Economics and Business, Elsevier, vol. 93(C), pages 46-61.
    23. Benjamin Born & Michael Ehrmann & Marcel Fratzscher, 2012. "Communicating About Macro-prudential Supervision – A New Challenge for Central Banks," International Finance, Wiley Blackwell, vol. 15(2), pages 179-203, June.
    24. Young Joon Lee & Soohyon Kim & Ki Young Park, 2019. "Deciphering Monetary Policy Board Minutes with Text Mining: The Case of South Korea," Korean Economic Review, Korean Economic Association, vol. 35, pages 471-511.
    25. Pierre Siklos, 2011. "Central bank transparency: another look," Applied Economics Letters, Taylor & Francis Journals, vol. 18(10), pages 929-933.
    26. 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.
    27. Pongsak Luangaram & Warapong Wongwachara, 2017. "More Than Words: A Textual Analysis of Monetary Policy Communication," PIER Discussion Papers 54, Puey Ungphakorn Institute for Economic Research.
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    Cited by:

    1. Haryo Kuncoro, 2024. "Inflation and Its Uncertainty: Evidence from Indonesia and the Philippines," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 16(2), pages 231-247, May.

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    More about this item

    Keywords

    Central Bank Communication; Text Mining; Monetary Policy; Inflation Expectations;
    All these keywords.

    JEL classification:

    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles

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