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Brain gain of analysts in China: foreign experiences and forecast accuracy

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  • Lihua Liu
  • Dongmin Kong
  • Wei Yang

Abstract

Using unique data on analysts’ foreign experiences, we investigate how analysts’ foreign experiences affect forecast performance in China. Based on analysts’ education and work background overseas, we find that foreign experiences significantly increase analysts’ forecast accuracy. Our results are robust to different measures and alternative specifications. Mechanism tests show that the improvement of forecast accuracy can be attributed to an analyst’s foreign work background, education with high level degrees, and prior overseas analyst working experience. Further evidence suggests the influence of foreign work experiences on analysts’ forecast accuracy are more pronounced for firms with lower earnings quality and higher ownership concentration.

Suggested Citation

  • Lihua Liu & Dongmin Kong & Wei Yang, 2022. "Brain gain of analysts in China: foreign experiences and forecast accuracy," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2089-2129, June.
  • Handle: RePEc:bla:acctfi:v:62:y:2022:i:2:p:2089-2129
    DOI: 10.1111/acfi.12855
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    as
    1. Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021. "Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts," Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
    2. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 2000. "Investor protection and corporate governance," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 3-27.
    3. Bing Han & Dongmin Kong & Shasha Liu, 2018. "Do Analysts Gain an Informational Advantage by Visiting Listed Companies?," Contemporary Accounting Research, John Wiley & Sons, vol. 35(4), pages 1843-1867, December.
    4. Xiaolin Chen & Yunhao Dai & Dongmin Kong & Weiqiang Tan, 2017. "Effect of international working experience of individual auditors on audit quality: Evidence from China," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(7-8), pages 1073-1108, July.
    5. 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.
    6. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    7. Harrison Hong & Marcin Kacperczyk, 2010. "Competition and Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1683-1725.
    8. Xiaomeng Chen & Meiting Lu & Yaowen Shan & Yizhou Zhang, 2021. "Australian evidence on analysts' cash flow forecasts: issuance, accuracy and usefulness," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(1), pages 3-50, March.
    9. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    10. Platikanova, Petya & Mattei, Marco Maria, 2016. "Firm geographic dispersion and financial analysts’ forecasts," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 71-89.
    11. Li Liu & Gary Gang Tian, 2021. "Mandatory CSR disclosure, monitoring and investment efficiency: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(1), pages 595-644, March.
    12. Matthias Demmer & Paul Pronobis & Teri Lombardi Yohn, 2019. "Mandatory IFRS adoption and analyst forecast accuracy: the role of financial statement-based forecasts and analyst characteristics," Review of Accounting Studies, Springer, vol. 24(3), pages 1022-1065, September.
    13. Michael Firth & Chen Lin & Ping Liu & Yuhai Xuan, 2013. "The Client Is King: Do Mutual Fund Relationships Bias Analyst Recommendations?," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 165-200, March.
    14. Bhagwati, Jagdish & Hamada, Koichi, 1974. "The brain drain, international integration of markets for professionals and unemployment : A theoretical analysis," Journal of Development Economics, Elsevier, vol. 1(1), pages 19-42, April.
    15. Jian Zhang & Dongmin Kong & Ji Wu, 2018. "Doing Good Business by Hiring Directors with Foreign Experience," Journal of Business Ethics, Springer, vol. 153(3), pages 859-876, December.
    16. Mariassunta Giannetti & Guanmin Liao & Xiaoyun Yu, 2015. "The Brain Gain of Corporate Boards: Evidence from China," Journal of Finance, American Finance Association, vol. 70(4), pages 1629-1682, August.
    17. 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.
    18. 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.
    19. Yunhao Dai & Dongmin Kong & Shasha Liu, 2018. "Returnee Talent and Corporate Investment: Evidence from China," European Accounting Review, Taylor & Francis Journals, vol. 27(2), pages 313-337, March.
    20. 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.
    21. Conyon, Martin J. & Haß, Lars Helge & Vergauwe, Skrålan & Zhang, Zhifang, 2019. "Foreign experience and CEO compensation," Journal of Corporate Finance, Elsevier, vol. 57(C), pages 102-121.
    22. 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.
    23. Yuan, Rongli & Wen, Wen, 2018. "Managerial foreign experience and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 752-770.
    24. 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.
    25. Hongping Tan & Shiheng Wang & Michael Welker, 2011. "Analyst Following and Forecast Accuracy After Mandated IFRS Adoptions," Journal of Accounting Research, Wiley Blackwell, vol. 49(5), pages 1307-1357, December.
    26. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    27. Du, Qianqian & Yu, Frank & Yu, Xiaoyun, 2017. "Cultural Proximity and the Processing of Financial Information," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(6), pages 2703-2726, December.
    28. Marco Maria Mattei & Petya Platikanova, 2017. "Do product market threats affect analyst forecast precision?," Review of Accounting Studies, Springer, vol. 22(4), pages 1628-1665, December.
    29. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    30. Pacelli, Joseph, 2019. "Corporate culture and analyst catering⁎," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 120-143.
    31. 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.
    32. Amy P. Hutton & Lian Fen Lee & Susan Z. Shu, 2012. "Do Managers Always Know Better? The Relative Accuracy of Management and Analyst Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 50(5), pages 1217-1244, December.
    33. 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.
    34. Bradshaw, Mark T. & Richardson, Scott A. & Sloan, Richard G., 2006. "The relation between corporate financing activities, analysts' forecasts and stock returns," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 53-85, October.
    35. 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.
    36. Catherine M. Daily & S. Trevis Certo & Dan R. Dalton, 2000. "International experience in the executive suite: the path to prosperity?," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 515-523, April.
    37. Feng Cao & Jian Sun & Rongli Yuan, 2019. "Board directors with foreign experience and stock price crash risk: Evidence from China," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 46(9-10), pages 1144-1170, October.
    38. 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.
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    1. Liu, Xingyu & Kok Loang, Ooi, 2023. "Analysts’ forecast optimism and cash holding: Evidence from China," Finance Research Letters, Elsevier, vol. 57(C).

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