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The brain gain of CFOs in China: The case of analyst forecasts

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  • Dai, Yunhao
  • Chao, Yang
  • Wang, Li

Abstract

We study the impact of CFOs with foreign experience on analysts' forecast accuracy in emerging markets. Using a unique data set from China, we find that analysts' forecast accuracy increases when firms hire CFOs with foreign experience, confirming the brain gain effect of CFOs. Our results are robust after addressing potential endogeneity by introducing the propensity score matched (PSM) procedure and Heckman two-stage method. Channel analyses show that CFOs with foreign experience are related to decreased earnings management and a greater probability of hiring high-quality auditors, indicating that the improvement in financial reporting quality and information environment brought by returnee CFOs mainly drive our results. Further cross-section tests reveal that compared to firms with more external pressure, the positive effect of returnee CFOs on analysts' forecast accuracy is more pronounced among firms with fewer analyst coverage and belonging to less competitive industries. Returnee CFOs with foreign work experience exert a more significant impact on analysts' forecast accuracy than those with foreign study experience. Overall, we provide the first evidence on the brain gain of CFOs in terms of analyst forecasts.

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  • Dai, Yunhao & Chao, Yang & Wang, Li, 2021. "The brain gain of CFOs in China: The case of analyst forecasts," International Review of Financial Analysis, Elsevier, vol. 75(C).
    • Handle: RePEc:eee:finana:v:75:y:2021:i:c:s1057521921000867
    DOI: 10.1016/j.irfa.2021.101744
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    as
    1. Lauren Cohen & Andrea Frazzini & Christopher Malloy, 2010. "Sell‐Side School Ties," Journal of Finance, American Finance Association, vol. 65(4), pages 1409-1437, August.
    2. Jiandong Chen & Douglas Cumming & Wenxuan Hou & Edward Lee, 2016. "Does the External Monitoring Effect of Financial Analysts Deter Corporate Fraud in China?," Journal of Business Ethics, Springer, vol. 134(4), pages 727-742, April.
    3. Xiaohui Liu & Mike Wright & Igor Filatotchev & Ou Dai & Jiangyong Lu, 2010. "Human mobility and international knowledge spillovers : evidence from high-tech small and medium enterprises in an emerging market," Post-Print hal-02312635, HAL.
    4. Feng, Mei & Ge, Weili & Luo, Shuqing & Shevlin, Terry, 2011. "Why do CFOs become involved in material accounting manipulations?," Journal of Accounting and Economics, Elsevier, vol. 51(1), pages 21-36.
    5. Bill Francis & Iftekhar Hasan & Jong Chool Park & Qiang Wu, 2015. "Gender Differences in Financial Reporting Decision Making: Evidence from Accounting Conservatism," Contemporary Accounting Research, John Wiley & Sons, vol. 32(3), pages 1285-1318, September.
    6. Ole‐Kristian Hope, 2003. "Disclosure Practices, Enforcement of Accounting Standards, and Analysts' Forecast Accuracy: An International Study," Journal of Accounting Research, Wiley Blackwell, vol. 41(2), pages 235-272, May.
    7. 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.
    8. Michael C. Jensen, 2010. "The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 43-58, January.
    9. 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.
    10. Yunhao Dai, 2018. "Taking your company global: the effect of returnee managers on overseas customers," China Finance Review International, Emerald Group Publishing Limited, vol. 9(1), pages 51-72, July.
    11. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    12. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    13. Chava, Sudheer & Purnanandam, Amiyatosh, 2010. "CEOs versus CFOs: Incentives and corporate policies," Journal of Financial Economics, Elsevier, vol. 97(2), pages 263-278, August.
    14. David ZWEIG, 2006. "Competing for talent: China's strategies to reverse the brain drain," International Labour Review, International Labour Organization, vol. 145(1-2), pages 65-90, March.
    15. Wen, Wen & Ke, Yun & Sun, Xiaonan, 2019. "Managerial Foreign Experience and Outward Foreign Direct Investment: Evidence from China," AGI Working Paper Series 2019-08, Asian Growth Research Institute.
    16. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    17. Xiaohui Liu & Jiangyong Lu & Igor Filatotchev & Trevor Buck & Mike Wright, 2010. "Returnee entrepreneurs, knowledge spillovers and innovation in high-tech firms in emerging economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(7), pages 1183-1197, September.
    18. Qiang Cheng & Fei Du & Xin Wang & Yutao Wang, 2016. "Seeing is believing: analysts’ corporate site visits," Review of Accounting Studies, Springer, vol. 21(4), pages 1245-1286, December.
    19. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "CFOs versus CEOs: Equity incentives and crashes," Journal of Financial Economics, Elsevier, vol. 101(3), pages 713-730, September.
    20. 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.
    21. Green, T. Clifton & Jame, Russell & Markov, Stanimir & Subasi, Musa, 2014. "Access to management and the informativeness of analyst research," Journal of Financial Economics, Elsevier, vol. 114(2), pages 239-255.
    22. Low, Rand Kwong Yew & Tan, Enoch, 2016. "The role of analyst forecasts in the momentum effect," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 67-84.
    23. 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.
    24. Filatotchev, Igor & Liu, Xiaohui & Lu, Jiangyong & Wright, Mike, 2011. "Knowledge spillovers through human mobility across national borders: Evidence from Zhongguancun Science Park in China," Research Policy, Elsevier, vol. 40(3), pages 453-462, April.
    25. Mountford, Andrew, 1997. "Can a brain drain be good for growth in the source economy?," Journal of Development Economics, Elsevier, vol. 53(2), pages 287-303, August.
    26. Vidhi Chhaochharia & Yaniv Grinstein & Gustavo Grullon & Roni Michaely, 2017. "Product Market Competition and Internal Governance: Evidence from the Sarbanes–Oxley Act," Management Science, INFORMS, vol. 63(5), pages 1405-1424, May.
    27. Yuan, Rongli & Wen, Wen, 2018. "Managerial foreign experience and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 752-770.
    28. Dai, Ou & Liu, Xiaohui, 2009. "Returnee entrepreneurs and firm performance in Chinese high-technology industries," International Business Review, Elsevier, vol. 18(4), pages 373-386, August.
    29. (Xuefeng) Jiang, John & Petroni, Kathy R. & Yanyan Wang, Isabel, 2010. "CFOs and CEOs: Who have the most influence on earnings management?," Journal of Financial Economics, Elsevier, vol. 96(3), pages 513-526, June.
    30. Jinghui Sun & Pamela Kent & Baolei Qi & Jiwei Wang, 2019. "Chief financial officer demographic characteristics and fraudulent financial reporting in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(4), pages 2705-2734, December.
    31. Wang, Weimin & Shin, Yong-Chul & Francis, Bill B., 2012. "Are CFOs’ Trades More Informative Than CEOs’ Trades?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(4), pages 743-762, August.
    32. 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.
    33. Iliev, Peter & Roth, Lukas, 2018. "Learning from directors' foreign board experiences," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 1-19.
    34. Duan, Tinghua & Hou, Wenxuan & Rees, William, 2020. "CEO international experience and foreign IPOs," Economic Modelling, Elsevier, vol. 87(C), pages 461-470.
    35. Alexander Dyck & Adair Morse & Luigi Zingales, 2010. "Who Blows the Whistle on Corporate Fraud?," Journal of Finance, American Finance Association, vol. 65(6), pages 2213-2253, December.
    36. Michel Beine & Fréderic Docquier & Hillel Rapoport, 2008. "Brain Drain and Human Capital Formation in Developing Countries: Winners and Losers," Economic Journal, Royal Economic Society, vol. 118(528), pages 631-652, April.
    37. Kong, Dongmin & Liu, Lihua & Liu, Shasha, 2020. "Market information traveling on high-speed rails: The case of analyst forecasts," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    38. Luo, Jin-hui & Peng, Chenchen & Zhang, Xin, 2020. "The impact of CFO gender on corporate fraud: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    39. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    40. Weili GE & Dawn Matsumoto & Jenny Li Zhang, 2011. "Do CFOs Have Style? An Empirical Investigation of the Effect of Individual CFOs on Accounting Practices," Contemporary Accounting Research, John Wiley & Sons, vol. 28(4), pages 1141-1179, December.
    41. Ed Dehaan & Joshua Madsen & Joseph D. Piotroski, 2017. "Do Weather‐Induced Moods Affect the Processing of Earnings News?," Journal of Accounting Research, Wiley Blackwell, vol. 55(3), pages 509-550, June.
    42. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    43. Giroud, Xavier & Mueller, Holger M., 2010. "Does corporate governance matter in competitive industries?," Journal of Financial Economics, Elsevier, vol. 95(3), pages 312-331, March.
    44. 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.
    45. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    46. Xavier Giroud & Holger M. Mueller, 2011. "Corporate Governance, Product Market Competition, and Equity Prices," Journal of Finance, American Finance Association, vol. 66(2), pages 563-600, April.
    47. Kenneth Merkley & Roni Michaely & Joseph Pacelli, 2017. "Does the Scope of the Sell-Side Analyst Industry Matter? An Examination of Bias, Accuracy, and Information Content of Analyst Reports," Journal of Finance, American Finance Association, vol. 72(3), pages 1285-1334, June.
    48. 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.
    49. Orie E. Barron & Charles O. Kile & Terrence B. O'Keefe, 1999. "MD&A Quality as Measured by the SEC and Analysts' Earnings Forecasts," Contemporary Accounting Research, John Wiley & Sons, vol. 16(1), pages 75-109, March.
    50. 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.
    51. 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.
    52. Ali, Ashiq & Klasa, Sandy & Yeung, Eric, 2014. "Industry concentration and corporate disclosure policy," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 240-264.
    53. 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.
    54. Raffi Indjejikian & Michal Matějka, 2009. "CFO Fiduciary Responsibilities and Annual Bonus Incentives," Journal of Accounting Research, Wiley Blackwell, vol. 47(4), pages 1061-1093, September.
    55. Liao, Jing & Smith, David & Liu, Xutang, 2019. "Female CFOs and accounting fraud: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 449-463.
    56. Wen, Wen & Cui, Huijie & Ke, Yun, 2020. "Directors with foreign experience and corporate tax avoidance," Journal of Corporate Finance, Elsevier, vol. 62(C).
    57. Irani, Rustom M. & Oesch, David, 2016. "Analyst Coverage and Real Earnings Management: Quasi-Experimental Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(2), pages 589-627, April.
    58. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    59. Dang, Tung Lam & Dang, Man & Hoang, Luong & Nguyen, Lily & Phan, Hoang Long, 2020. "Media coverage and stock price synchronicity," International Review of Financial Analysis, Elsevier, vol. 67(C).
    60. Moyer, R. Charles & Chatfield, Robert E. & Sisneros, Phillip M., 1989. "Security Analyst Monitoring Activity: Agency Costs and Information Demands," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(4), pages 503-512, December.
    61. DeFond, Mark & Zhang, Jieying, 2014. "A review of archival auditing research," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 275-326.
    62. Gul, Ferdinand A. & Fung, Simon Yu Kit & Jaggi, Bikki, 2009. "Earnings quality: Some evidence on the role of auditor tenure and auditors' industry expertise," Journal of Accounting and Economics, Elsevier, vol. 47(3), pages 265-287, June.
    63. Haß, Lars Helge & Vergauwe, Skrålan & Zhang, Qiyu, 2014. "Corporate governance and the information environment: Evidence from Chinese stock markets," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 106-119.
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