IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v102y2025ics1057521925001346.html
   My bibliography  Save this article

Fund social network and MD&A disclosure quality

Author

Listed:
  • Zhu, Hanbin
  • Ge, Yiyun

Abstract

We investigate the effects of fund social networks on idiosyncratic information in Management's Discussion and Analysis (MD&A). By creating a fund social network between active mutual fund managers, we find the network improves MD&A disclosure quality. The finding is robust after a series of tests, including variable reconstruction, sample change, and endogeneity checks with matching methods, instrumental variables, and the difference-in-differences method. Our additional research indicates that information transparency and sharing among fund managers are key channels for this effect. Moreover, fund social networks play a more effective governance role in a poor company's internal and external environments. Both alumni and colleague networks improve MD&A idiosyncratic information. We empirically demonstrate that institutional investors' social networks, beyond shareholding connections, are critical for corporate governance and improving MD&A idiosyncratic information. Practically, our findings suggest that fund social networks can improve MD&A disclosure quality by conducting joint on-site visits. Their causality suggests that regulators should raise standards for corporate MD&A textual information disclosure and fund managers' information. Moreover, our findings offer individual investors an additional approach to recognizing company disclosure quality and understanding institutional investor behavior, resulting in more informed investment decisions and increased market efficiency.

Suggested Citation

  • Zhu, Hanbin & Ge, Yiyun, 2025. "Fund social network and MD&A disclosure quality," International Review of Financial Analysis, Elsevier, vol. 102(C).
  • Handle: RePEc:eee:finana:v:102:y:2025:i:c:s1057521925001346
    DOI: 10.1016/j.irfa.2025.104047
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521925001346
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2025.104047?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Hanley, Kathleen Weiss & Hoberg, Gerard, 2012. "Litigation risk, strategic disclosure and the underpricing of initial public offerings," Journal of Financial Economics, Elsevier, vol. 103(2), pages 235-254.
    2. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    3. Lo, Kin & Ramos, Felipe & Rogo, Rafael, 2017. "Earnings management and annual report readability," Journal of Accounting and Economics, Elsevier, vol. 63(1), pages 1-25.
    4. Lauren Cohen & Andrea Frazzini & Christopher Malloy, 2008. "The Small World of Investing: Board Connections and Mutual Fund Returns," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 951-979, October.
    5. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    6. Gautam Ahuja, 2000. "The duality of collaboration: inducements and opportunities in the formation of interfirm linkages," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 317-343, March.
    7. Kathleen Weiss Hanley, 2010. "The Information Content of IPO Prospectuses," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2821-2864, July.
    8. 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.
    9. Eugene Soltes, 2014. "Private Interaction Between Firm Management and Sell‐Side Analysts," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 52(1), pages 245-272, March.
    10. Fan, Yaoyao & Ly, Kim Cuong & Jiang, Yuxiang, 2023. "Institutional investor networks and firm innovation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
    11. Hun‐Tong Tan & Elaine Ying Wang & Bo Zhou, 2014. "When the Use of Positive Language Backfires: The Joint Effect of Tone, Readability, and Investor Sophistication on Earnings Judgments," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 52(1), pages 273-302, March.
    12. Li, Jie & Zhou, Zhong-Qiang & Zhang, Yongjie & Xiong, Xiong, 2023. "Information interaction among institutional investors and stock price crash risk based on multiplex networks," International Review of Financial Analysis, Elsevier, vol. 89(C).
    13. Crane, Alan D. & Koch, Andrew & Michenaud, Sébastien, 2019. "Institutional investor cliques and governance," Journal of Financial Economics, Elsevier, vol. 133(1), pages 175-197.
    14. Han N. Ozsoylev & Johan Walden & M. Deniz Yavuz & Recep Bildik, 2014. "Investor Networks in the Stock Market," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1323-1366.
    15. Li, Feng, 2008. "Annual report readability, current earnings, and earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 221-247, August.
    16. Nagel, Stefan, 2005. "Short sales, institutional investors and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 78(2), pages 277-309, November.
    17. Qiang Cheng & Fei Du & Brian Yutao Wang & Xin Wang, 2019. "Do Corporate Site Visits Impact Stock Prices?," Contemporary Accounting Research, John Wiley & Sons, vol. 36(1), pages 359-388, March.
    18. Jackson Matthew O. & Rogers Brian W., 2007. "Relating Network Structure to Diffusion Properties through Stochastic Dominance," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 7(1), pages 1-16, February.
    19. Fu, Wenying & Revilla Diez, Javier & Schiller, Daniel, 2013. "Interactive learning, informal networks and innovation: Evidence from electronics firm survey in the Pearl River Delta, China," Research Policy, Elsevier, vol. 42(3), pages 635-646.
    20. Bajo, Emanuele & Croci, Ettore & Marinelli, Nicoletta, 2020. "Institutional investor networks and firm value," Journal of Business Research, Elsevier, vol. 112(C), pages 65-80.
    21. Fich, Eliezer M. & Harford, Jarrad & Tran, Anh L., 2015. "Motivated monitors: The importance of institutional investors׳ portfolio weights," Journal of Financial Economics, Elsevier, vol. 118(1), pages 21-48.
    22. Galariotis, Emilios C. & Rong, Wu & Spyrou, Spyros I., 2015. "Herding on fundamental information: A comparative study," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 589-598.
    23. Renneboog, Luc, 2000. "Ownership, managerial control and the governance of companies listed on the Brussels stock exchange," Journal of Banking & Finance, Elsevier, vol. 24(12), pages 1959-1995, December.
    24. Cesare Fracassi, 2017. "Corporate Finance Policies and Social Networks," Management Science, INFORMS, vol. 63(8), pages 2420-2438, August.
    25. Lin, Huiting & Wang, Maolin & Ding, Ning, 2024. "The role of institutional investor cliques in managers' earnings forecasts," International Review of Financial Analysis, Elsevier, vol. 91(C).
    26. Crawford, Steven S. & Gray, Wesley R. & Kern, Andrew E., 2017. "Why Do Fund Managers Identify and Share Profitable Ideas?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 1903-1926, October.
    27. Hong, Xin & Zhuang, Zhuang & Kang, Di & Wang, Zhibin, 2019. "Do corporate site visits impact hedge fund performance?," Pacific-Basin Finance Journal, Elsevier, vol. 56(C), pages 113-128.
    28. Zhao, Tianjiao & Chan, Kam C., 2023. "Corporate social network and corporate social responsibility: A perspective of interlocking directorates," International Review of Financial Analysis, Elsevier, vol. 88(C).
    29. Angela K. Davis & Isho Tama†Sweet, 2012. "Managers’ Use of Language Across Alternative Disclosure Outlets: Earnings Press Releases versus MD&A," Contemporary Accounting Research, John Wiley & Sons, vol. 29(3), pages 804-837, September.
    30. Liu, Yu & Miletkov, Mihail K. & Wei, Zuobao & Yang, Tina, 2015. "Board independence and firm performance in China," Journal of Corporate Finance, Elsevier, vol. 30(C), pages 223-244.
    31. Melissa A. Schilling & Corey C. Phelps, 2007. "Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation," Management Science, INFORMS, vol. 53(7), pages 1113-1126, July.
    32. 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.
    33. Leung, Sidney & Parker, Lee & Courtis, John, 2015. "Impression management through minimal narrative disclosure in annual reports," The British Accounting Review, Elsevier, vol. 47(3), pages 275-289.
    34. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    35. Walid Ben‐Amar & Ines Belgacem, 2018. "Do socially responsible firms provide more readable disclosures in annual reports?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(5), pages 1009-1018, September.
    36. Brian J. Bushee & Theodore H. Goodman, 2007. "Which Institutional Investors Trade Based on Private Information About Earnings and Returns?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 45(2), pages 289-321, May.
    37. Cesare Fracassi & Geoffrey Tate, 2012. "External Networking and Internal Firm Governance," Journal of Finance, American Finance Association, vol. 67(1), pages 153-194, February.
    38. Lin, Junqin & Wang, Fan & Wei, Lijian, 2021. "Alumni social networks and hedge fund performance: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 78(C).
    39. Shleifer, Andrei & Vishny, Robert W, 1986. "Large Shareholders and Corporate Control," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 461-488, June.
    40. Zhe Li & Yirong Zou & Qinyuan Chen, 2023. "CEOs’ secretarial experience and MD&A disclosure quality: a study based on textual analysis," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 30(5), pages 1305-1326, September.
    41. 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.
    42. He, Wen & Li, Donghui & Shen, Jianfeng & Zhang, Bohui, 2013. "Large foreign ownership and stock price informativeness around the world," Journal of International Money and Finance, Elsevier, vol. 36(C), pages 211-230.
    43. James S. Ang & Rebel A. Cole & James Wuh Lin, 2000. "Agency Costs and Ownership Structure," Journal of Finance, American Finance Association, vol. 55(1), pages 81-106, February.
    44. Wang, Jiangyuan & Wang, Hua & Wang, Di, 2021. "Equity concentration and investment efficiency of energy companies in China: Evidence based on the shock of deregulation of QFIIs," Energy Economics, Elsevier, vol. 93(C).
    45. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2005. "Thy Neighbor's Portfolio: Word‐of‐Mouth Effects in the Holdings and Trades of Money Managers," Journal of Finance, American Finance Association, vol. 60(6), pages 2801-2824, December.
    46. Gigler, F, 1994. "Self-Enforcing Voluntary Disclosures," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 32(2), pages 224-240.
    47. Wagenhofer, Alfred, 1990. "Voluntary disclosure with a strategic opponent," Journal of Accounting and Economics, Elsevier, vol. 12(4), pages 341-363, March.
    48. Li, Jie & Zhang, Yuzhao & Zhang, Yongjie & Xiong, Xiong, 2024. "Institutional investor networks and earnings management: The role of the exit threat," Economic Modelling, Elsevier, vol. 141(C).
    49. Gong, Xiao-Li & Liu, Jia, 2023. "Institutional investor information network, analyst forecasting and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 65(C).
    50. Rossi, Alberto G. & Blake, David & Timmermann, Allan & Tonks, Ian & Wermers, Russ, 2018. "Network centrality and delegated investment performance," Journal of Financial Economics, Elsevier, vol. 128(1), pages 183-206.
    51. Lu, Hai & Shin, Jee-Eun & Zhang, Mingyue, 2023. "Financial reporting and disclosure practices in China," Journal of Accounting and Economics, Elsevier, vol. 76(1).
    52. Zhang, Linlang & Zhang, Zhe & Zhang, Peng & Wang, Xiongyuan, 2022. "Defend or remain quiet? Tax avoidance and the textual characteristics of the MD&A in annual reports," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 193-204.
    53. Bhattacharya, Utpal & Daouk, Hazem & Welker, Michael, 2003. "The World Price of Earnings Opacity," Working Papers 127185, Cornell University, Department of Applied Economics and Management.
    54. Chen, Xia & Harford, Jarrad & Li, Kai, 2007. "Monitoring: Which institutions matter?," Journal of Financial Economics, Elsevier, vol. 86(2), pages 279-305, November.
    55. Guo, Xiaodong & Pang, Caiji & Qiao, Zheng & Yao, Xiangkun, 2024. "Institutional investor cliques and stock price efficiency: Evidence from China," Journal of Financial Markets, Elsevier, vol. 71(C).
    56. Zhang, Man & Hartley, Janet L., 2018. "Guanxi, IT systems, and innovation capability: The moderating role of proactiveness," Journal of Business Research, Elsevier, vol. 90(C), pages 75-86.
    57. Gerard Hoberg & Nitin Kumar & Nagpurnanand Prabhala, 2018. "Mutual Fund Competition, Managerial Skill, and Alpha Persistence," The Review of Financial Studies, Society for Financial Studies, vol. 31(5), pages 1896-1929.
    58. Yi Zhang & Zigang Zhang, 2006. "Guanxi and organizational dynamics in China: a link between individual and organizational levels," Journal of Business Ethics, Springer, vol. 67(4), pages 375-392, September.
    59. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ge, Yiyun & Zhu, Hanbin, 2025. "Fund social network and abnormal positive tone in MD&A disclosures," International Review of Economics & Finance, Elsevier, vol. 98(C).
    2. Xiang, Youtao & Borjigin, Sumuya, 2025. "Hedge funds network and stock price crash risk," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
    3. Gong, Xiao-Li & Liu, Jia, 2023. "Institutional investor information network, analyst forecasting and stock price crash risk," Research in International Business and Finance, Elsevier, vol. 65(C).
    4. Li, Jie & Wang, Lidan & Zhou, Zhong-Qiang & Zhang, Yongjie, 2021. "Monitoring or tunneling? Information interaction among large shareholders and the crash risk of the stock price," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    5. Ge, Jiaying & Cahan, Steven F. & Chen, Jerry W., 2024. "Curbing myopic R&D behavior: How private meetings serve as a channel," The British Accounting Review, Elsevier, vol. 56(6).
    6. Fan, Yaoyao & Ly, Kim Cuong & Jiang, Yuxiang, 2023. "Institutional investor networks and firm innovation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
    7. Wu, Wenxin & Zhang, Xuezhi & Zhou, Zixun, 2022. "Institutional investors' corporate site visits and pay-performance sensitivity," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
    8. Xiang, Youtao & Borjigin, Sumuya, 2024. "Investment network and stock’s systemic risk contribution: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 94(C), pages 113-132.
    9. Xiaoying Zhai & Huiping Ma & Yongmin Zhang & Peijun Wang & Moau Yong Toh, 2024. "Institutional investor network and idiosyncratic volatility of stocks," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1261-1288, November.
    10. Li, Fangzhou & Jiang, Yuxiang, 2022. "Institutional investor networks and crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 47(PA).
    11. Guo, Xiaoping & Fan, Ningyuan & Liu, Zhenchun & Wang, Jianwei, 2024. "Macro topology structure and evolution of Chinese Public Funds’ Co-holding Network," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    12. Li, Jie & Zhou, Zhong-Qiang & Zhang, Yongjie & Xiong, Xiong, 2023. "Information interaction among institutional investors and stock price crash risk based on multiplex networks," International Review of Financial Analysis, Elsevier, vol. 89(C).
    13. Wu, Fang & Cao, June & Zhang, Xiaosan, 2023. "Do non-executive employees matter in curbing corporate financial fraud?," Journal of Business Research, Elsevier, vol. 163(C).
    14. Li, Lu & Li, Yihang & Wang, Xueding & Xiao, Tusheng & Zhu, Hongjun, 2022. "Hedge fund networks, information dissemination, and stock price comovement: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 83(C).
    15. Cao, Jerry & Wang, Hanyang & Zhou, Sili, 2022. "Soft activism and corporate dividend policy: Evidence from institutional investors site visits," Journal of Corporate Finance, Elsevier, vol. 75(C).
    16. Yan Zhang & Yuheng Liang, 2023. "Collusion or monitoring? Connected institutional investors and stock price crash risk in China," Systems Research and Behavioral Science, Wiley Blackwell, vol. 40(6), pages 901-923, November.
    17. Chen, Jean Jinghan & Song, Peiyang & Loi, Fai Lim, 2024. "Strategic forward-looking nonearnings disclosure and overinvestment," The British Accounting Review, Elsevier, vol. 56(6).
    18. Chen, Xiao & Chong, Zhaohui & Giudici, Paolo & Huang, Bihong, 2022. "Network centrality effects in peer to peer lending," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 600(C).
    19. Feng, Yumei & Pei, Hongxin & Pan, Yuying & Ho, Kung-Cheng, 2025. "Impact of fund cliques on corporate cash dividends: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
    20. Barka, Zeineb & Benkraiem, Ramzi & Hamza, Taher & Lakhal, Faten & Vigne, Samuel, 2023. "Institutional investor horizon and stock price synchronicity: Do product market competition and analyst coverage matter?," International Review of Financial Analysis, Elsevier, vol. 89(C).

    More about this item

    Keywords

    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finana:v:102:y:2025:i:c:s1057521925001346. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620166 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.