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Taking the Fed at its Word: A New Approach to Estimating Central Bank Objectives using Text Analysis
[Inflation Targeting Does Not Anchor Inflation Expectations: Evidence from Firms in New Zealand]

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  • Adam Hale Shapiro
  • Daniel J Wilson

Abstract

We propose a new approach to estimating central bank preferences, including the implicit inflation target, that requires no priors on the underlying macroeconomic structure nor observation of monetary policy actions. Our approach entails directly estimating the central bank’s objective function from the sentiment expressed by policymakers in their internal meetings. We apply the approach to the objective function of the U.S. Federal Open Market Committee (FOMC). The results challenge two key aspects of conventional wisdom regarding FOMC preferences. First, the FOMC had an implicit inflation target of approximatelyon average over our baseline 2000–11 sample period, significantly below the commonly assumed value of 2. Second, the FOMC’s loss depends strongly on output growth and stock market performance and less so on their perception of current economic slack.

Suggested Citation

  • Adam Hale Shapiro & Daniel J Wilson, 2022. "Taking the Fed at its Word: A New Approach to Estimating Central Bank Objectives using Text Analysis [Inflation Targeting Does Not Anchor Inflation Expectations: Evidence from Firms in New Zealand]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(5), pages 2768-2805.
  • Handle: RePEc:oup:restud:v:89:y:2022:i:5:p:2768-2805.
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    File URL: http://hdl.handle.net/10.1093/restud/rdab094
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    1. Michael D. Bauer & Glenn D. Rudebusch, 2020. "Interest Rates under Falling Stars," American Economic Review, American Economic Association, vol. 110(5), pages 1316-1354, May.
    2. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    3. Carl Walsh, 2003. "Speed Limit Policies: The Output Gap and Optimal Monetary Policy," American Economic Review, American Economic Association, vol. 93(1), pages 265-278, March.
    4. Pelin Ilbas, 2012. "Revealing the preferences of the US Federal Reserve," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(3), pages 440-473, April.
    5. Barro, Robert J. & Gordon, David B., 1983. "Rules, discretion and reputation in a model of monetary policy," Journal of Monetary Economics, Elsevier, vol. 12(1), pages 101-121.
    6. Saten Kumar & Hassan Afrouzi & Olivier Coibion & Yuriy Gorodnichenko, 2015. "Inflation Targeting Does Not Anchor Inflation Expectations: Evidence from Firms in New Zealand," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(2 (Fall)), pages 151-225.
    7. Peter N. Ireland, 2007. "Changes in the Federal Reserve's Inflation Target: Causes and Consequences," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(8), pages 1851-1882, December.
    8. 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.
    9. 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.
    10. Mark Gertler & Jordi Gali & Richard Clarida, 1999. "The Science of Monetary Policy: A New Keynesian Perspective," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1661-1707, December.
    11. Olivier Coibion & Yuriy Gorodnichenko, 2011. "Monetary Policy, Trend Inflation, and the Great Moderation: An Alternative Interpretation," American Economic Review, American Economic Association, vol. 101(1), pages 341-370, February.
    12. Timothy Cogley & Giorgio E. Primiceri & Thomas J. Sargent, 2010. "Inflation-Gap Persistence in the US," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 43-69, January.
    13. 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.
    14. 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.
    15. Glenn Rudebusch & Lars E.O. Svensson, 1999. "Policy Rules for Inflation Targeting," NBER Chapters, in: Monetary Policy Rules, pages 203-262, National Bureau of Economic Research, Inc.
    16. Favero, Carlo A & Rovelli, Riccardo, 2003. "Macroeconomic Stability and the Preferences of the Fed: A Formal Analysis, 1961-98," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(4), pages 545-556, August.
    17. Gregory E. Givens, 2012. "Estimating Central Bank Preferences under Commitment and Discretion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(6), pages 1033-1061, September.
    18. Daniel L. Thornton, 2011. "What does the change in the FOMC's statement of objectives mean?," Economic Synopses, Federal Reserve Bank of St. Louis.
    19. Richard Dennis, 2006. "The policy preferences of the US Federal Reserve," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 55-77.
    20. Marc P. Giannoni & Michael Woodford, 2003. "Optimal Interest-Rate Rules: I. General Theory," Levine's Bibliography 506439000000000384, UCLA Department of Economics.
    21. Orphanides, Athanasios, 2004. "Monetary Policy Rules, Macroeconomic Stability, and Inflation: A View from the Trenches," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 151-175, April.
    22. EllenE. Meade & David Stasavage, 2008. "Publicity of Debate and the Incentive to Dissent: Evidence from the US Federal Reserve," Economic Journal, Royal Economic Society, vol. 118(528), pages 695-717, April.
    23. Jeffrey C. Fuhrer & Giovanni P. Olivei & Geoffrey M. B. Tootell, 2012. "Inflation Dynamics When Inflation Is Near Zero," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 83-122, February.
    24. James H. Stock & Mark W. Watson, 2007. "Why Has U.S. Inflation Become Harder to Forecast?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(s1), pages 3-33, February.
    25. Walsh, Carl E, 2004. "Robustly Optimal Instrument Rules and Robust Control: An Equivalence Result," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 1105-1113, December.
    26. Olivier Blanchard, 2018. "On the future of macroeconomic models," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 34(1-2), pages 43-54.
    27. Michael Woodford, 2003. "Optimal Interest-Rate Smoothing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(4), pages 861-886.
    28. Alan S. Blinder, 1997. "Distinguished Lecture on Economics in Government: What Central Bankers Could Learn from Academics--And Vice Versa," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 3-19, Spring.
    29. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    30. Surico, Paolo, 2007. "The Fed's monetary policy rule and U.S. inflation: The case of asymmetric preferences," Journal of Economic Dynamics and Control, Elsevier, vol. 31(1), pages 305-324, January.
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    2. Gu, Chen & Chen, Denghui & Stan, Raluca & Shen, Aizhong, 2022. "It is not just What you say, but How you say it: Why tonality matters in central bank communication," Journal of Empirical Finance, Elsevier, vol. 68(C), pages 216-231.
    3. Corsello, Francesco & Neri, Stefano & Tagliabracci, Alex, 2021. "Anchored or de-anchored? That is the question," European Journal of Political Economy, Elsevier, vol. 69(C).
    4. Bertsch, Christoph & Hull, Isaiah & Lumsdaine, Robin L. & Zhang, Xin, 2022. "Central Bank Mandates and Monetary Policy Stances: through the Lens of Federal Reserve Speeches," Working Paper Series 417, Sveriges Riksbank (Central Bank of Sweden), revised 01 Mar 2024.
    5. Bordo, Michael & Istrefi, Klodiana, 2023. "Perceived FOMC: The making of hawks, doves and swingers," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 125-143.
    6. Giampaolo Bonomi & Ali Uppal, 2023. "Kites and Quails: Monetary Policy and Communication with Strategic Financial Markets," Papers 2305.08958, arXiv.org.
    7. Marozzi, Armando, 2021. "The ECB's tracker: nowcasting the press conferences of the ECB," Working Paper Series 2609, European Central Bank.
    8. Ilias Filippou & James Mitchell & My T. Nguyen, 2023. "The FOMC versus the Staff: Do Policymakers Add Value in Their Tales?," Working Papers 23-20, Federal Reserve Bank of Cleveland.
    9. 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.
    10. Martina Cecioni & Adriana Grasso & Alessandro Notarpietro & Massimiliano Pisani, 2021. "Revisiting monetary policy objectives and strategies: international experience and challenges from the ELB," Questioni di Economia e Finanza (Occasional Papers) 660, Bank of Italy, Economic Research and International Relations Area.
    11. Andrea Bassanini & Eve Caroli & Bruno Chaves Ferreira & Antoine Reberioux, 2020. "Don’t Downsize This! Social Reactions to Mass Dismissals on Twitter," Post-Print halshs-03012930, HAL.
    12. Carotta, Gianni & Mello, Miguel & Ponce, Jorge, 2023. "Monetary policy communication and inflation expectations: New evidence about tone and readability," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 4(3).
    13. Babatunde Samson Omotosho, 2020. "Central Bank Communication In Ghana: Insights From A Text Mining Analysis," Noble International Journal of Economics and Financial Research, Noble Academic Publsiher, vol. 5(1), pages 01-13, January.
    14. Bohl, Martin T. & Kanelis, Dimitrios & Siklos, Pierre L., 2023. "Central bank mandates: How differences can influence the content and tone of central bank communication," Journal of International Money and Finance, Elsevier, vol. 130(C).
    15. Ruman, Asif M., 2023. "A Comparative Textual Study of FOMC Transcripts Through Inflation Peaks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 87(C).
    16. Istrefi, Klodiana & Odendahl, Florens & Sestieri, Giulia, 2023. "Fed communication on financial stability concerns and monetary policy decisions: Revelations from speeches," Journal of Banking & Finance, Elsevier, vol. 151(C).
    17. Dimitrios Kanelis & Pierre L. Siklos, 2022. "Emotion in Euro Area Monetary Policy Communication and Bond Yields: The Draghi Era," CAMA Working Papers 2022-75, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    18. Hüpper, Florian & Kempa, Bernd, 2023. "Inflation targeting and inflation communication of the Federal Reserve: Words and deeds," Journal of Macroeconomics, Elsevier, vol. 75(C).
    19. Karnaukh, Nina & Vokata, Petra, 2022. "Growth forecasts and news about monetary policy," Journal of Financial Economics, Elsevier, vol. 146(1), pages 55-70.
    20. Caruso-Bloeck, Martin & Mello, Miguel & Ponce, Jorge, 2023. "News of disinflation and firms’ expectations: New causal evidence," Journal of International Money and Finance, Elsevier, vol. 137(C).
    21. Kwok Ping Tsang & Zichao Yang, 2023. "Agree to Disagree: Measuring Hidden Dissents in FOMC Meetings," Papers 2308.10131, arXiv.org, revised Mar 2024.
    22. De Bandt Olivier & Bricongne Jean-Charles & Denes Julien & Dhenin Alexandre & De Gaye Annabelle & Robert Pierre-Antoine, 2023. "Using the Press to Construct a New Indicator of Inflation Perceptions in France," Working papers 921, Banque de France.
    23. Niţoi, Mihai & Pochea, Maria-Miruna & Radu, Ştefan-Constantin, 2023. "Unveiling the sentiment behind central bank narratives: A novel deep learning index," Journal of Behavioral and Experimental Finance, Elsevier, vol. 38(C).
    24. Martina Dattilo & Fabio Padovano, 2023. "Evaluating the quality of UNESCO World Heritage List: a comparison with the Baedeker's guidebooks," Post-Print hal-04388046, HAL.
    25. Bogner Alexandra & Jerger Jürgen, 2023. "Big data in monetary policy analysis—a critical assessment," Economics and Business Review, Sciendo, vol. 9(2), pages 27-40, April.

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