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The supply of analysts and earnings forecasts

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  • Wang, Ying
  • Liu, Zisen
  • Wang, Xin

Abstract

Using a unique set of hand-collected data, this study examines whether a larger supply of prospective analysts leads to existing financial analysts' higher earnings forecast accuracy. We analyze the effect of the analyst supply proxied by the number of universities and the number of finance and economics universities located in the same city as the headquarters of brokerage firms. Our findings suggest that brokerage firms located closer to a larger supply of potential analyst candidates are associated with higher analyst forecast accuracy, as observed by a lower forecast error. We further find that the degree of employed analysts' effort acts as a mediator between the supply of prospective analysts and the accuracy of their earnings forecasts.

Suggested Citation

  • Wang, Ying & Liu, Zisen & Wang, Xin, 2022. "The supply of analysts and earnings forecasts," International Review of Financial Analysis, Elsevier, vol. 84(C).
    • Handle: RePEc:eee:finana:v:84:y:2022:i:c:s1057521922003544
    DOI: 10.1016/j.irfa.2022.102404
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    1. Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
    2. Cazier, Richard A., 2014. "Financial regulation in geographically-segmented executive labor markets: Evidence from TARP," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 219-229.
    3. Alan Manning & Barbara Petrongolo, 2017. "How Local Are Labor Markets? Evidence from a Spatial Job Search Model," American Economic Review, American Economic Association, vol. 107(10), pages 2877-2907, October.
    4. Anzhela Knyazeva & Diana Knyazeva & Ronald W. Masulis, 2013. "The Supply of Corporate Directors and Board Independence," The Review of Financial Studies, Society for Financial Studies, vol. 26(6), pages 1561-1605.
    5. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
    6. Volkan Muslu & Sunay Mutlu & Suresh Radhakrishnan & Albert Tsang, 2019. "Corporate Social Responsibility Report Narratives and Analyst Forecast Accuracy," Journal of Business Ethics, Springer, vol. 154(4), pages 1119-1142, February.
    7. Weinstein, Russell, 2017. "Geography and Employer Recruiting," IZA Discussion Papers 11224, Institute of Labor Economics (IZA).
    8. Clarke, Jonathan & Subramanian, Ajay, 2006. "Dynamic forecasting behavior by analysts: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 80(1), pages 81-113, April.
    9. 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.
    10. Harrison Hong & Jeffrey D. Kubik & Amit Solomon, 2000. "Security Analysts' Career Concerns and Herding of Earnings Forecasts," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 121-144, Spring.
    11. 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.
    12. Kim, Hyunseob, 2020. "How does labor market size affect firm capital structure? Evidence from large plant openings," Journal of Financial Economics, Elsevier, vol. 138(1), pages 277-294.
    13. Gu, Zhaoyang & Wu, Joanna Shuang, 2003. "Earnings skewness and analyst forecast bias," Journal of Accounting and Economics, Elsevier, vol. 35(1), pages 5-29, April.
    14. Tanja Klettke & Carsten Homburg & Sebastian Gell, 2015. "How to Measure Analyst Forecast Effort," European Accounting Review, Taylor & Francis Journals, vol. 24(1), pages 129-146, May.
    15. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    16. Barniv, Ran, 2009. "Does foreign investor demand for information affect forecast accuracy? Evidence from the Chinese stock markets," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 18(2), pages 101-118.
    17. Wang, Zhen & Sun, Lei & John Wei, K.C., 2020. "Does competition induce analyst effort? evidence from a natural experiment of broker mergers," Journal of Banking & Finance, Elsevier, vol. 119(C).
    18. Sami Keskek & Linda A. Myers & Thomas C. Omer & Marjorie K. Shelley, 2017. "The Effects of Disclosure and Analyst Regulations on the Relevance of Analyst Characteristics for Explaining Analyst Forecast Accuracy," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(5-6), pages 780-811, May.
    19. Merkley, Kenneth & Michaely, Roni & Pacelli, Joseph, 2020. "Cultural diversity on Wall Street: Evidence from consensus earnings forecasts," Journal of Accounting and Economics, Elsevier, vol. 70(1).
    20. Mara Cameran & Angelo Ditillo & Angela Pettinicchio, 2018. "Audit Team Attributes Matter: How Diversity Affects Audit Quality," European Accounting Review, Taylor & Francis Journals, vol. 27(4), pages 595-621, August.
    21. 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.
    22. Stickel, Scott E, 1992. "Reputation and Performance among Security Analysts," Journal of Finance, American Finance Association, vol. 47(5), pages 1811-1836, December.
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    More about this item

    Keywords

    Labor market; Analyst supply; Earnings forecast accuracy; Financial analysts;
    All these keywords.

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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