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Analysts' knowledge structure and performance

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  • Sheng Cao
  • Shuang Xue
  • Hongjun Zhu

Abstract

This article examines the effect of financial analysts' knowledge structure on their forecast performance based on manually collected data of 1590 sell‐side financial analysts' educational background. The longer the period of higher education in one major, the profounder the knowledge in a specific area (Ng & Feldman, Personnel Psychology, 62, 2009, 89), and the less likely it is grasped by self‐education outside university. Thus, we argue that analysts who study the same (different) major in undergraduate and postgraduate periods have deeper (wider) knowledge and better (poorer) understanding to a major‐related industry (Brown et al., Journal of Accounting Research, 53, 2015, 1). Our results show that financial analysts with deeper knowledge tend to release more accurate earnings forecasts and their earnings revisions evoke larger market reactions. The forecast advantage of analysts with deeper knowledge is more pronounced when firms' business is more concentrated or more relevant to analysts' knowledge. We conclude that the knowledge structure cultivated by higher education can partially explain analysts' job performance and deeper knowledge can bring better industry understanding besides work experience (Bradley et al., The Journal of Finance, 72, 2017, 751).

Suggested Citation

  • 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.
    • Handle: RePEc:bla:acctfi:v:62:y:2022:i:5:p:4727-4753
    DOI: 10.1111/acfi.13026
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    References listed on IDEAS

    as
    1. Lily Hua Fang & Sterling Huang, 2017. "Gender and Connections among Wall Street Analysts," The Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 3305-3335.
    2. Danling Jiang & Alok Kumar & Kelvin K. F. Law, 2016. "Political contributions and analyst behavior," Review of Accounting Studies, Springer, vol. 21(1), pages 37-88, March.
    3. 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.
    4. Mishra, Dev R., 2014. "The dark side of CEO ability: CEO general managerial skills and cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 390-409.
    5. Ying Cao & Feng Guan & Zengquan Li & Yong George Yang, 2020. "Analysts’ Beauty and Performance," Management Science, INFORMS, vol. 66(9), pages 4315-4335, September.
    6. Glenn W. Boyle & Graeme A. Guthrie, 2003. "Investment, Uncertainty, and Liquidity," Journal of Finance, American Finance Association, vol. 58(5), pages 2143-2166, October.
    7. Dechow, Patricia M. & Sloan, Richard G., 1991. "Executive incentives and the horizon problem : An empirical investigation," Journal of Accounting and Economics, Elsevier, vol. 14(1), pages 51-89, March.
    8. Custódio, Cláudia & Ferreira, Miguel A. & Matos, Pedro, 2013. "Generalists versus specialists: Lifetime work experience and chief executive officer pay," Journal of Financial Economics, Elsevier, vol. 108(2), pages 471-492.
    9. 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.
    10. 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.
    11. Wang, Long & Keith Murnighan, J., 2013. "The generalist bias," Organizational Behavior and Human Decision Processes, Elsevier, vol. 120(1), pages 47-61.
    12. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
    13. Daniel Bradley & Sinan Gokkaya & Xi Liu, 2017. "Before an Analyst Becomes an Analyst: Does Industry Experience Matter?," Journal of Finance, American Finance Association, vol. 72(2), pages 751-792, April.
    14. Bartov, Eli & Givoly, Dan & Hayn, Carla, 2002. "The rewards to meeting or beating earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 173-204, June.
    15. Zambrana, Rafael & Zapatero, Fernando, 2021. "A tale of two types: Generalists vs. specialists in asset management," Journal of Financial Economics, Elsevier, vol. 142(2), pages 844-861.
    16. Stuart C. Gilson & Paul M. Healy & Christopher F. Noe & Krishna G. Palepu, 2001. "Analyst Specialization and Conglomerate Stock Breakups," Journal of Accounting Research, Wiley Blackwell, vol. 39(3), pages 565-582, December.
    17. Brockman, Paul & Lee, Hye Seung (Grace) & Salas, Jesus M., 2016. "Determinants of CEO compensation: Generalist–specialist versus insider–outsider attributes," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 53-77.
    18. Xu, Nianhang & Chan, Kam C. & Jiang, Xuanyu & Yi, Zhihong, 2013. "Do star analysts know more firm-specific information? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 89-102.
    19. Gounopoulos, Dimitrios & Pham, Hang, 2018. "Specialist CEOs and IPO survival," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 217-243.
    20. Xu, Yan & Xu, Nianhang & Chan, Kam C. & Li, Zhe, 2021. "Generalists vs. specialists: Who are better acquirers?," Journal of Corporate Finance, Elsevier, vol. 67(C).
    21. Christopher J. Malloy, 2005. "The Geography of Equity Analysis," Journal of Finance, American Finance Association, vol. 60(2), pages 719-755, April.
    22. 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.
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    1. Guanming He & Yun Sun & April Zhichao Li, 2024. "Does analysts’ industrial concentration affect the quality of their forecasts?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 38(1), pages 37-91, March.
    2. 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.

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