IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v9y2021i13p1509-d583759.html
   My bibliography  Save this article

Herd Behavior in Venture Capital Market: Evidence from China

Author

Listed:
  • Ruijun Zhang

    (School of Business, Renmin University of China, Beijing 100872, China)

  • Xiaotong Yang

    (School of Business, Renmin University of China, Beijing 100872, China)

  • Nian Li

    (School of Economics and Management, Yanshan University, Qinhuangdao 066004, China)

  • Muhammad Asif Khan

    (Department of Commerce, Faculty of Management Sciences, University of Kotli, Azad Jammu and Kashmir, Kotli 11100, Pakistan)

Abstract

This paper aims to empirically analyze the herd behavior in the VC market in the context of China, including the existence, causes and consequences of herding among venture capitalists. For our empirical analysis, we first construct a herding measure and confirm the existence of herd behavior in the Chinese VC market. Then, we perform OLS/logit regression to examine the causes and consequences of herding among venture capitalists. Our results suggest that herd behavior in the venture capital market are driven by positive signals of essential information and a higher degree of information uncertainty. However, we find no evidence of the influence of feedback trading signals on herding among venture capitalists. Further analysis suggests that a better external information environment would help weaken the herding among venture capitalists, while their reputation concerns might amplify the herding effect. Finally, we examine the economic consequence of the herding and find that the herd behavior of venture capitalists would have an adverse effect on their exit performance. In addition to the enrichment and development of herding theory, our study also provides an essential theoretical frame and policy implications for the steady growth of the venture capital market in emerging economies.

Suggested Citation

  • Ruijun Zhang & Xiaotong Yang & Nian Li & Muhammad Asif Khan, 2021. "Herd Behavior in Venture Capital Market: Evidence from China," Mathematics, MDPI, vol. 9(13), pages 1-18, June.
  • Handle: RePEc:gam:jmathe:v:9:y:2021:i:13:p:1509-:d:583759
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/9/13/1509/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/9/13/1509/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ewens, Michael & Nanda, Ramana & Rhodes-Kropf, Matthew, 2018. "Cost of experimentation and the evolution of venture capital," Journal of Financial Economics, Elsevier, vol. 128(3), pages 422-442.
    2. Chang, Eric C. & Cheng, Joseph W. & Khorana, Ajay, 2000. "An examination of herd behavior in equity markets: An international perspective," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1651-1679, October.
    3. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    4. Frey, Stefan & Herbst, Patrick & Walter, Andreas, 2014. "Measuring mutual fund herding – A structural approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 219-239.
    5. Steven N. Kaplan & Antoinette Schoar, 2005. "Private Equity Performance: Returns, Persistence, and Capital Flows," Journal of Finance, American Finance Association, vol. 60(4), pages 1791-1823, August.
    6. Tian, Xuan, 2011. "The causes and consequences of venture capital stage financing," Journal of Financial Economics, Elsevier, vol. 101(1), pages 132-159, July.
    7. Gompers, Paul & Kovner, Anna & Lerner, Josh & Scharfstein, David, 2008. "Venture capital investment cycles: The impact of public markets," Journal of Financial Economics, Elsevier, vol. 87(1), pages 1-23, January.
    8. Thomas J. Chemmanur & Elena Loutskina & Xuan Tian, 2014. "Corporate Venture Capital, Value Creation, and Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2434-2473.
    9. Veronica Guerrieri & Peter Kondor, 2012. "Fund Managers, Career Concerns, and Asset Price Volatility," American Economic Review, American Economic Association, vol. 102(5), pages 1986-2017, August.
    10. Judith Chevalier & Glenn Ellison, 1999. "Career Concerns of Mutual Fund Managers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 389-432.
    11. Fazzari, Steven M & Hubbard, R Glenn & Petersen, Bruce C, 1988. "Investment, Financing Decisions, and Tax Policy," American Economic Review, American Economic Association, vol. 78(2), pages 200-205, May.
    12. Amihud, Yakov & Li, Kefei, 2006. "The Declining Information Content of Dividend Announcements and the Effects of Institutional Holdings," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(3), pages 637-660, September.
    13. Cochrane, John H., 2005. "The risk and return of venture capital," Journal of Financial Economics, Elsevier, vol. 75(1), pages 3-52, January.
    14. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    15. Martin T. Bohl & Pierre Siklos, 2004. "Empirical Evidence on Feedback Trading in Mature and Emerging Stock Markets," Research Paper Series 137, Quantitative Finance Research Centre, University of Technology, Sydney.
    16. Parrino, Robert & Sias, Richard W. & Starks, Laura T., 2003. "Voting with their feet: institutional ownership changes around forced CEO turnover," Journal of Financial Economics, Elsevier, vol. 68(1), pages 3-46, April.
    17. Gompers, Paul A. & Gornall, Will & Kaplan, Steven N. & Strebulaev, Ilya A., 2020. "How do venture capitalists make decisions?," Journal of Financial Economics, Elsevier, vol. 135(1), pages 169-190.
    18. Narasimhan Jegadeesh & Woojin Kim, 2010. "Do Analysts Herd? An Analysis of Recommendations and Market Reactions," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 901-937, February.
    19. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2007. "Whom You Know Matters: Venture Capital Networks and Investment Performance," Journal of Finance, American Finance Association, vol. 62(1), pages 251-301, February.
    20. Trueman, Brett, 1994. "Analyst Forecasts and Herding Behavior," The Review of Financial Studies, Society for Financial Studies, vol. 7(1), pages 97-124.
    21. Wang, Lanfang & Wang, Susheng, 2012. "Economic freedom and cross-border venture capital performance," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 26-50.
    22. Nahata, Rajarishi, 2008. "Venture capital reputation and investment performance," Journal of Financial Economics, Elsevier, vol. 90(2), pages 127-151, November.
    23. Dimov, Dimo & Milanov, Hana, 2010. "The interplay of need and opportunity in venture capital investment syndication," Journal of Business Venturing, Elsevier, vol. 25(4), pages 331-348, July.
    24. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    25. Upadhyay, Arun & Zeng, Hongchao, 2014. "Gender and ethnic diversity on boards and corporate information environment," Journal of Business Research, Elsevier, vol. 67(11), pages 2456-2463.
    26. David Hirshleifer & Siew Hong Teoh, 2003. "Herd Behaviour and Cascading in Capital Markets: a Review and Synthesis," European Financial Management, European Financial Management Association, vol. 9(1), pages 25-66, March.
    27. Hao Jiang & Michela Verardo, 2018. "Does Herding Behavior Reveal Skill? An Analysis of Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 73(5), pages 2229-2269, October.
    28. Jiang, Hao & Verardo, Michela, 2018. "Does herding behavior reveal skill? An analysis of mutual fund performance," LSE Research Online Documents on Economics 86372, London School of Economics and Political Science, LSE Library.
    29. Froot, Kenneth A & Scharftstein, David S & Stein, Jeremy C, 1992. "Herd on the Street: Informational Inefficiencies in a Market with Short-Term Speculation," Journal of Finance, American Finance Association, vol. 47(4), pages 1461-1484, September.
    30. Cumming, Douglas J. & Grilli, Luca & Murtinu, Samuele, 2017. "Governmental and independent venture capital investments in Europe: A firm-level performance analysis," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 439-459.
    31. 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.
    32. Cumming, Douglas & Dai, Na, 2010. "Local bias in venture capital investments," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 362-380, June.
    33. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    34. Buchner, Axel & Mohamed, Abdulkadir & Schwienbacher, Armin, 2020. "Herd behaviour in buyout investments," Journal of Corporate Finance, Elsevier, vol. 60(C).
    35. 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.
    36. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    37. Warren Dean & Robert Faff, 2011. "Feedback trading and the behavioural ICAPM: multivariate evidence across international equity and bond markets," Applied Financial Economics, Taylor & Francis Journals, vol. 21(22), pages 1665-1678.
    38. Sayyed Sadaqat Hussain Shah & Muhammad Asif Khan & Natanya Meyer & Daniel F. Meyer & Judit Oláh, 2019. "Does Herding Bias Drive the Firm Value? Evidence from the Chinese Equity Market," Sustainability, MDPI, vol. 11(20), pages 1-20, October.
    39. Terence Tai-Leung Chong & Xiaojin Liu & Chenqi Zhu, 2017. "What Explains Herd Behavior in the Chinese Stock Market?," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 18(4), pages 448-456, October.
    40. Lee, Peggy M. & Wahal, Sunil, 2004. "Grandstanding, certification and the underpricing of venture capital backed IPOs," Journal of Financial Economics, Elsevier, vol. 73(2), pages 375-407, August.
    41. Miguel Meuleman & Mike Wright & Sophie Manigart & Andy Lockett, 2009. "Private Equity Syndication: Agency Costs, Reputation and Collaboration," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(5‐6), pages 616-644, June.
    42. Andy Lockett & Mike Wright, 1999. "The syndication of private equity: Evidence from the UK," Venture Capital, Taylor & Francis Journals, vol. 1(4), pages 303-324, October.
    43. Miguel Meuleman & Mike Wright & Sophie Manigart & Andy Lockett, 2009. "Private Equity Syndication: Agency Costs, Reputation and Collaboration," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(5-6), pages 616-644.
    44. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    45. Yanfeng Zheng & Jun Xia, 2018. "Resource Dependence and Network Relations: A Test of Venture Capital Investment Termination in China," Journal of Management Studies, Wiley Blackwell, vol. 55(2), pages 295-319, March.
    46. Michael A. Hitt & David Ahlstrom & M. Tina Dacin & Edward Levitas & Lilia Svobodina, 2004. "The Institutional Effects on Strategic Alliance Partner Selection in Transition Economies: China vs. Russia," Organization Science, INFORMS, vol. 15(2), pages 173-185, April.
    47. Boone, Audra L. & White, Joshua T., 2015. "The effect of institutional ownership on firm transparency and information production," Journal of Financial Economics, Elsevier, vol. 117(3), pages 508-533.
    48. 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.
    49. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    50. Kraus, Alan & Stoll, Hans R., 1972. "Parallel Trading by Institutional Investors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(5), pages 2107-2138, December.
    51. Paul Gompers & Anna Kovner & Josh Lerner & David Scharfstein, 2006. "Skill vs. Luck in Entrepreneurship and Venture Capital: Evidence from Serial Entrepreneurs," NBER Working Papers 12592, National Bureau of Economic Research, Inc.
    52. Chen, Xia & Cheng, Qiang & Lo, Kin, 2010. "On the relationship between analyst reports and corporate disclosures: Exploring the roles of information discovery and interpretation," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 206-226, April.
    53. Sanjeev Bhojraj & Partha Sengupta, 2003. "Effect of Corporate Governance on Bond Ratings and Yields: The Role of Institutional Investors and Outside Directors," The Journal of Business, University of Chicago Press, vol. 76(3), pages 455-476, July.
    54. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    55. Gompers, Paul A., 1996. "Grandstanding in the venture capital industry," Journal of Financial Economics, Elsevier, vol. 42(1), pages 133-156, September.
    56. Cumming, Douglas & Fleming, Grant & Schwienbacher, Armin, 2006. "Legality and venture capital exits," Journal of Corporate Finance, Elsevier, vol. 12(2), pages 214-245, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. André D. Gimenes & Jéfferson A. Colombo & Imran Yousaf, 2023. "Store of value or speculative investment? Market reaction to corporate announcements of cryptocurrency acquisition," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-31, December.
    2. Victor I. Espinosa & William Hongsong Wang & Jesús Huerta de Soto, 2022. "Principles of Nudging and Boosting: Steering or Empowering Decision-Making for Behavioral Development Economics," Sustainability, MDPI, vol. 14(4), pages 1-18, February.

    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. Puput Tri Komalasari & Marwan Asri & Bernardinus M. Purwanto & Bowo Setiyono, 2022. "Herding behaviour in the capital market: What do we know and what is next?," Management Review Quarterly, Springer, vol. 72(3), pages 745-787, September.
    2. Hirshleifer, David & Teoh, Siew Hong, 2008. "Thought and Behavior Contagion in Capital Markets," MPRA Paper 9164, University Library of Munich, Germany.
    3. Levis, Mario & Muradoğlu, Yaz Gulnur & Vasileva, Kristina, 2023. "Herding in foreign direct investment," International Review of Financial Analysis, Elsevier, vol. 86(C).
    4. Wang, Lanfang & Wang, Susheng, 2012. "Economic freedom and cross-border venture capital performance," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 26-50.
    5. Andrikopoulos, Panagiotis & Gebka, Bartosz & Kallinterakis, Vasileios, 2021. "Regulatory mood-congruence and herding: Evidence from cannabis stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 842-864.
    6. Rin, Marco Da & Hellmann, Thomas & Puri, Manju, 2013. "A Survey of Venture Capital Research," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 573-648, Elsevier.
    7. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    8. Carolin Bock & Maximilian Schmidt, 2015. "Should I stay, or should I go? – How fund dynamics influence venture capital exit decisions," Review of Financial Economics, John Wiley & Sons, vol. 27(1), pages 68-82, November.
    9. Wang, Hu & Li, Shouwei & Ma, Yuyin, 2021. "Herding in Open-end Funds: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    10. Marius Popescu & Zhaojin Xu, 2018. "Mutual fund herding and reputational concerns," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 42(3), pages 550-565, July.
    11. Santi, Caterina & Zwinkels, Remco C.J., 2023. "Exploring style herding by mutual funds," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    12. Cui, Yueting & Gebka, Bartosz & Kallinterakis, Vasileios, 2019. "Do closed-end fund investors herd?," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 194-206.
    13. Choi, Nicole & Skiba, Hilla, 2015. "Institutional herding in international markets," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 246-259.
    14. David Hirshleifer & Siew Hong Teoh, 2003. "Herd Behaviour and Cascading in Capital Markets: a Review and Synthesis," European Financial Management, European Financial Management Association, vol. 9(1), pages 25-66, March.
    15. Bock, Carolin & Schmidt, Maximilian, 2015. "Should I stay, or should I go? – How fund dynamics influence venture capital exit decisions," Review of Financial Economics, Elsevier, vol. 27(C), pages 68-82.
    16. Ge, Yao & Hung, Shengmin & Huang, Wei & Qiao, Zheng & Deng, Xin, 2023. "Mutual fund herding and audit pricing," Research in International Business and Finance, Elsevier, vol. 64(C).
    17. Xue, Wenjun & He, Zhongzhi & Hu, Yu, 2023. "The destabilizing effect of mutual fund herding: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    18. Guney, Yilmaz & Kallinterakis, Vasileios & Komba, Gabriel, 2017. "Herding in frontier markets: Evidence from African stock exchanges," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 47(C), pages 152-175.
    19. Johannes Wallmeroth & Peter Wirtz & Alexander Peter Groh, 2017. "Institutional Seed Financing, Angel Financing, and Crowdfunding of Entrepreneurial Ventures: A Literature Review," Working Papers hal-01527999, HAL.
    20. Celiker, Umut & Chowdhury, Jaideep & Sonaer, Gokhan, 2015. "Do mutual funds herd in industries?," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 1-16.

    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:gam:jmathe:v:9:y:2021:i:13:p:1509-:d:583759. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.