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The Reluctant Analyst

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  • DAN BERNHARDT
  • CHI WAN
  • ZHIJIE XIAO

Abstract

We estimate the dynamics of recommendations by financial analysts, uncovering the determinants of inertia in their recommendations. We provide overwhelming evidence that analysts revise recommendations reluctantly, introducing frictions to avoid frequent revisions. More generally, we characterize the sources underlying the infrequent revisions that analysts make. Publicly available data matter far less for explaining recommendation dynamics than do the recommendation frictions and the long‐lived information that analysts acquire but the econometrician does not observe. Estimates suggest that analysts structure recommendations strategically to generate a profitable order flow from retail traders. We provide extensive evidence that our model describes how investors believe analysts make recommendations, and that investors value private information revealed by analysts' recommendations.

Suggested Citation

  • Dan Bernhardt & Chi Wan & Zhijie Xiao, 2016. "The Reluctant Analyst," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 987-1040, September.
  • Handle: RePEc:bla:joares:v:54:y:2016:i:4:p:987-1040
    DOI: 10.1111/1475-679X.12120
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    Cited by:

    1. Turan G. Bali & Andriy Bodnaruk & Anna Scherbina & Yi Tang, 2018. "Unusual News Flow and the Cross Section of Stock Returns," Management Science, INFORMS, vol. 64(9), pages 4137-4155, September.
    2. Du, Kai & Huddart, Steven & Xue, Lingzhou & Zhang, Yifan, 2020. "Using a hidden Markov model to measure earnings quality," Journal of Accounting and Economics, Elsevier, vol. 69(2).
    3. Qiang Cheng & Fei Du & Brian Yutao Wang & Xin Wang, 2019. "Do Corporate Site Visits Impact Stock Prices?," Contemporary Accounting Research, John Wiley & Sons, vol. 36(1), pages 359-388, March.
    4. Tomoya Tajika, 2021. "Persistent and snap decision‐making," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(1), pages 203-227, February.
    5. Aleksei Smirnov & Egor Starkov, 2019. "Timing of predictions in dynamic cheap talk: experts vs. quacks," ECON - Working Papers 334, Department of Economics - University of Zurich.
    6. Lee, Kenneth & Aleksanyan, Mark & Harris, Elaine & Manochin, Melina, 2023. "Throwing in the towel: what happens when analysts' recommendations go wrong?," LSE Research Online Documents on Economics 121412, London School of Economics and Political Science, LSE Library.
    7. Cici, Gjergji & Shane, Philip B. & Yang, Yanhua Sunny, 2017. "Do connections with buy-side analysts inform sell-side analyst research?," CFR Working Papers 17-04, University of Cologne, Centre for Financial Research (CFR).
    8. Vafaeimehr, Ahmadreza & Schulmerich, Marcus & Paterlini, Sandra, 2023. "Top investment banks, confirmation Bias, and the market pricing of forecast revisions," International Review of Financial Analysis, Elsevier, vol. 88(C).

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