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Do buy‐side analysts inform sell‐side analyst research?

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  • Gjergji Cici
  • Philip B. Shane
  • Yanhua Sunny Yang

Abstract

This paper examines whether sell‐side analysts' interactions with buy‐side analysts influence the quality of sell‐side research output. We hypothesise that these interactions offer the sell side a view of the buy side's private information, which enhances the quality of sell‐side research. Our findings show that analyst earnings forecast accuracy improves with these interactions with diminishing returns. Results are robust to alternative proxies for research quality and information flow from buy‐side to sell‐side analysts. Additional tests rule out endogeneity concerns, strengthening the inference that feedback from interactions with buy‐side analysts improves the quality of sell‐side research output.

Suggested Citation

  • Gjergji Cici & Philip B. Shane & Yanhua Sunny Yang, 2024. "Do buy‐side analysts inform sell‐side analyst research?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 657-691, March.
    • Handle: RePEc:bla:acctfi:v:64:y:2024:i:1:p:657-691
    DOI: 10.1111/acfi.13158
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    as
    1. Yonca Ertimur & Jayanthi Sunder & Shyam V. Sunder, 2007. "Measure for Measure: The Relation between Forecast Accuracy and Recommendation Profitability of Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 45(3), pages 567-606, June.
    2. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    3. Chung, Sung Gon & Kulchania, Manoj & Teo, Melvyn, 2021. "Hedge funds and their prime broker analysts," Journal of Empirical Finance, Elsevier, vol. 62(C), pages 141-158.
    4. Kim, Yongtae & Lobo, Gerald J. & Song, Minsup, 2011. "Analyst characteristics, timing of forecast revisions, and analyst forecasting ability," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2158-2168, August.
    5. Ljungqvist, Alexander & Marston, Felicia & Starks, Laura T. & Wei, Kelsey D. & Yan, Hong, 2007. "Conflicts of interest in sell-side research and the moderating role of institutional investors," Journal of Financial Economics, Elsevier, vol. 85(2), pages 420-456, August.
    6. Chen, Hsiu-Lang & Jegadeesh, Narasimhan & Wermers, Russ, 2000. "The Value of Active Mutual Fund Management: An Examination of the Stockholdings and Trades of Fund Managers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(3), pages 343-368, September.
    7. Boris Groysberg & Paul M. Healy & David A. Maber, 2011. "What Drives Sell‐Side Analyst Compensation at High‐Status Investment Banks?," Journal of Accounting Research, Wiley Blackwell, vol. 49(4), pages 969-1000, September.
    8. Michael Rebello & Kelsey D. Wei, 2014. "A Glimpse Behind a Closed Door: The Long‐Term Investment Value of Buy‐Side Research and Its Effect on Fund Trades and Performance," Journal of Accounting Research, Wiley Blackwell, vol. 52(3), pages 775-815, June.
    9. David A. Maber & Boris Groysberg & Paul M. Healy, 2021. "An Empirical Examination of Sell-Side Brokerage Analysts’ Published Research, Concierge Services, and High-Touch Services," European Accounting Review, Taylor & Francis Journals, vol. 30(4), pages 827-853, August.
    10. Boni, Leslie & Womack, Kent L., 2006. "Analysts, Industries, and Price Momentum," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 85-109, March.
    11. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    12. Frankel, R & Johnson, M & Skinner, DJ, 1999. "An empirical examination of conference calls as a voluntary disclosure medium," Journal of Accounting Research, Wiley Blackwell, vol. 37(1), pages 133-150.
    13. Bin Ke & Kathy Petroni, 2004. "How Informed Are Actively Trading Institutional Investors? Evidence from Their Trading Behavior before a Break in a String of Consecutive Earnings Increases," Journal of Accounting Research, Wiley Blackwell, vol. 42(5), pages 895-927, December.
    14. Tiana Lehmer & Ben Lourie & Devin Shanthikumar, 2022. "Brokerage trading volume and analysts’ earnings forecasts: a conflict of interest?," Review of Accounting Studies, Springer, vol. 27(2), pages 441-476, June.
    15. Jarrad Harford & Feng Jiang & Rong Wang & Fei Xie, 2019. "Analyst Career Concerns, Effort Allocation, and Firms’ Information Environment," The Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2179-2224.
    16. Yi Dong & Nan Hu & Xu Li & Ling Liu, 2017. "Analyst Firm Coverage and Forecast Accuracy: The Effect of Regulation Fair Disclosure," Abacus, Accounting Foundation, University of Sydney, vol. 53(4), pages 450-484, December.
    17. Michael B. Clement & Senyo Y. Tse, 2005. "Financial Analyst Characteristics and Herding Behavior in Forecasting," Journal of Finance, American Finance Association, vol. 60(1), pages 307-341, February.
    18. Andrew C. Call & Max Hewitt & Jessica Watkins & Teri Lombardi Yohn, 2021. "Analysts’ annual earnings forecasts and changes to the I/B/E/S database," Review of Accounting Studies, Springer, vol. 26(1), pages 1-36, March.
    19. Massa, Massimo & Qian, Wenlan & Xu, Weibiao & Zhang, Hong, 2015. "Competition of the informed: Does the presence of short sellers affect insider selling?," Journal of Financial Economics, Elsevier, vol. 118(2), pages 268-288.
    20. Kumar, Nitish & Mullally, Kevin & Ray, Sugata & Tang, Yuehua, 2020. "Prime (information) brokerage," Journal of Financial Economics, Elsevier, vol. 137(2), pages 371-391.
    21. Frankel, Richard & Kothari, S.P. & Weber, Joseph, 2006. "Determinants of the informativeness of analyst research," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 29-54, April.
    22. Nigel Barradale & Thomas Plenborg & Simone Staehr, 2022. "Investor feedback: impact on analyst biases and investor critical evaluation," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 767-803, March.
    23. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    24. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    25. Jacob, John & Lys, Thomas Z. & Neale, Margaret A., 1999. "Expertise in forecasting performance of security analysts," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 51-82, November.
    26. Cen, Ling & Chen, Jing & Dasgupta, Sudipto & Ragunathan, Vanitha, 2021. "Do Analysts and Their Employers Value Access to Management? Evidence from Earnings Conference Call Participation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(3), pages 745-787, May.
    27. Francis, J & Soffer, L, 1997. "The relative informativeness of analysts' stock recommendations and earnings forecast revisions," Journal of Accounting Research, Wiley Blackwell, vol. 35(2), pages 193-211.
    28. Cristi A. Gleason & W. Bruce Johnson & Haidan Li, 2013. "Valuation Model Use and the Price Target Performance of Sell†Side Equity Analysts," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 80-115, March.
    29. Eugene Soltes, 2014. "Private Interaction Between Firm Management and Sell‐Side Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 245-272, March.
    30. Lawrence D. Brown & Emad Mohammad, 2010. "Is Analyst Earnings Forecast Ability Only Firm Specific?," Contemporary Accounting Research, John Wiley & Sons, vol. 27(3), pages 727-750, September.
    31. Ramnath, Sundaresh & Rock, Steve & Shane, Philip B., 2008. "Financial Analysts' Forecasts and Stock Recommendations: A Review of the Research," Foundations and Trends(R) in Finance, now publishers, vol. 2(4), pages 311-421, September.
    32. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    33. Cici, Gjergji & Rosenfeld, Claire, 2016. "A study of analyst-run mutual funds: The abilities and roles of buy-side analysts," Journal of Empirical Finance, Elsevier, vol. 36(C), pages 8-29.
    34. Mikhail, MB & Walther, BR & Willis, RH, 1997. "Do security analysts improve their performance with experience?," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 131-157.
    35. David Solomon & Eugene Soltes, 2015. "What Are We Meeting For? The Consequences of Private Meetings with Investors," Journal of Law and Economics, University of Chicago Press, vol. 58(2), pages 325-355.
    36. Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
    37. Ivkovic, Zoran & Jegadeesh, Narasimhan, 2004. "The timing and value of forecast and recommendation revisions," Journal of Financial Economics, Elsevier, vol. 73(3), pages 433-463, September.
    38. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    39. Sheng Cao & Shuang Xue & Hongjun Zhu, 2022. "Analysts' knowledge structure and performance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(5), pages 4727-4753, December.
    40. Michael Drake & Peter Joos & Joseph Pacelli & Brady Twedt, 2020. "Analyst Forecast Bundling," Management Science, INFORMS, vol. 66(9), pages 4024-4046, September.
    41. Brian J. Bushee & Michael J. Jung & Gregory S. Miller, 2011. "Conference Presentations and the Disclosure Milieu," Journal of Accounting Research, Wiley Blackwell, vol. 49(5), pages 1163-1192, December.
    42. Xianjie He & Huifang Yin & Yachang Zeng & Huai Zhang & Hailong Zhao, 2019. "Facial Structure and Achievement Drive: Evidence from Financial Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 57(4), pages 1013-1057, September.
    43. Loh, Roger K. & Mian, G. Mujtaba, 2006. "Do accurate earnings forecasts facilitate superior investment recommendations?," Journal of Financial Economics, Elsevier, vol. 80(2), pages 455-483, May.
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