IDEAS home Printed from https://ideas.repec.org/a/mes/emfitr/v50y2014i2sp60-74.html
   My bibliography  Save this article

The Effects of Stock Characteristics on the Direction and Extent of Herding by Foreign Institutional Investors in the Taiwan Stock Exchange

Author

Listed:
  • Hao Fang
  • Yang-Cheng Lu
  • Hwey-Yun Yau

Abstract

We use a dynamic herding measure to explore the causes of foreign institutional investor (FII) herding in the Taiwan stock market and examine the effects of stock characteristics on the direction and extent of such herding. We find that FII herding primarily results from cascades rather than habit investing or momentum trading. The result of a panel smooth transition regression shows that FIIs' negative cascades focus on their largest net purchases of stocks, but FIIs' positive cascades focus on winner and small-sized stocks. To increase portfolio returns, investors can use FIIs' cascades to inform their stock purchases.

Suggested Citation

  • Hao Fang & Yang-Cheng Lu & Hwey-Yun Yau, 2014. "The Effects of Stock Characteristics on the Direction and Extent of Herding by Foreign Institutional Investors in the Taiwan Stock Exchange," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(2S), pages 60-74, March.
  • Handle: RePEc:mes:emfitr:v:50:y:2014:i:2s:p:60-74
    as

    Download full text from publisher

    File URL: http://mesharpe.metapress.com/link.asp?target=contribution&id=721708376K04303N
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Moore, Don A. & Cain, Daylian M., 2007. "Overconfidence and underconfidence: When and why people underestimate (and overestimate) the competition," Organizational Behavior and Human Decision Processes, Elsevier, vol. 103(2), pages 197-213, July.
    2. Gleason, Kimberly C. & Mathur, Ike & Peterson, Mark A., 2004. "Analysis of intraday herding behavior among the sector ETFs," Journal of Empirical Finance, Elsevier, vol. 11(5), pages 681-694, December.
    3. 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.
    4. 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.
    5. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    6. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    7. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    8. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    9. Hung, Weifeng & Lu, Chia-Chi & Lee, Cheng F., 2010. "Mutual fund herding its impact on stock returns: Evidence from the Taiwan stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 477-493, November.
    10. Del Guercio, Diane, 1996. "The distorting effect of the prudent-man laws on institutional equity investments," Journal of Financial Economics, Elsevier, vol. 40(1), pages 31-62, January.
    11. Yu-Fen Chen & Chih-Yung Wang & Fu-Lai Lin, 2008. "Do Qualified Foreign Institutional Investors Herd in Taiwan's Securities Market?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 44(4), pages 62-74, July.
    12. Richard W. Sias, 2004. "Institutional Herding," The Review of Financial Studies, Society for Financial Studies, vol. 17(1), pages 165-206.
    13. Mark Grinblatt & Matti Keloharju, 2001. "What Makes Investors Trade?," Journal of Finance, American Finance Association, vol. 56(2), pages 589-616, April.
    14. 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.
    15. Chiao-Yi Chang & Hsiang-Lan Chen & Zong-Ru Jiang, 2012. "Portfolio Performance in Relation to Herding Behavior in the Taiwan Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(0), pages 82-104, July.
    16. James A. Bennett, 2003. "Greener Pastures and the Impact of Dynamic Institutional Preferences," The Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1203-1238.
    17. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    18. Grinblatt, Mark & Titman, Sheridan & Wermers, Russ, 1995. "Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior," American Economic Review, American Economic Association, vol. 85(5), pages 1088-1105, December.
    19. William T. Lin & David S. Sun & Shih-Chuan Tsai, 2012. "Does Trading Remove or Cause Friction?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(S4), pages 33-53, November.
    20. 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.
    21. Yang-Cheng Lu & Hao Fang & Chien-Chung Nieh, 2012. "The price impact of foreign institutional herding on large-size stocks in the Taiwan stock market," Review of Quantitative Finance and Accounting, Springer, vol. 39(2), pages 189-208, August.
    22. 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.
    23. Falkenstein, Eric G, 1996. "Preferences for Stock Characteristics as Revealed by Mutual Fund Portfolio Holdings," Journal of Finance, American Finance Association, vol. 51(1), pages 111-135, March.
    24. Demirer, RIza & Kutan, Ali M., 2006. "Does herding behavior exist in Chinese stock markets?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 16(2), pages 123-142, April.
    25. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    26. McQueen, Grant & Pinegar, Michael & Thorley, Steven, 1996. "Delayed Reaction to Good News and the Cross-Autocorrelation of Portfolio Returns," Journal of Finance, American Finance Association, vol. 51(3), pages 889-919, July.
    27. Brown, Gregory W. & Cliff, Michael T., 2004. "Investor sentiment and the near-term stock market," Journal of Empirical Finance, Elsevier, vol. 11(1), pages 1-27, January.
    28. 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.
    29. Fabozzi, Frank J & Francis, Jack C, 1979. "Mutual Fund Systematic Risk for Bull and Bear Markets: An Empirical Examination," Journal of Finance, American Finance Association, vol. 34(5), pages 1243-1250, December.
    30. Sam Wylie, 2005. "Fund Manager Herding: A Test of the Accuracy of Empirical Results Using U.K. Data," The Journal of Business, University of Chicago Press, vol. 78(1), pages 381-403, January.
    31. Liao, Tsai-Ling & Huang, Chih-Jen & Wu, Chieh-Yuan, 2011. "Do fund managers herd to counter investor sentiment?," Journal of Business Research, Elsevier, vol. 64(2), pages 207-212, February.
    32. Demirer, Riza & Kutan, Ali M. & Chen, Chun-Da, 2010. "Do investors herd in emerging stock markets?: Evidence from the Taiwanese market," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 283-295, November.
    33. Granger, Clive W. J. & Terasvirta, Timo, 1993. "Modelling Non-Linear Economic Relationships," OUP Catalogue, Oxford University Press, number 9780198773207.
    34. Anchor Y. Lin & Peggy E. Swanson, 2003. "The Behavior and Performance of Foreign Investors in Emerging Equity Markets: Evidence from Taiwan," International Review of Finance, International Review of Finance Ltd., vol. 4(3‐4), pages 189-210, September.
    35. Hirshleifer, David & Subrahmanyam, Avanidhar & Titman, Sheridan, 1994. "Security Analysis and Trading Patterns When Some Investors Receive Information before Others," Journal of Finance, American Finance Association, vol. 49(5), pages 1665-1698, December.
    36. Anchor Y. Lin & Lin-Shang Huang & Mei-Yuan Chen, 2007. "Price Comovement and Institutional Performance Following Large Market Movements," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 43(5), pages 37-61, October.
    37. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    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. 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. Zaremba, Adam & Szyszka, Adam & Karathanasopoulos, Andreas & Mikutowski, Mateusz, 2021. "Herding for profits: Market breadth and the cross-section of global equity returns," Economic Modelling, Elsevier, vol. 97(C), pages 348-364.

    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. Hao Fang & Yang-Cheng Lu & Hwey-Yun Yau, 2014. "The Effects of Stock Characteristics on the Direction and Extent of Herding by Foreign Institutional Investors in the Taiwan Stock Exchange," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S2), pages 60-74.
    2. Hao FANG & Yang-Cheng Lu & Hwey-Yun Yau & Yen-Hsien Lee, 2013. "Stock Characteristics Herded By Foreign Investors With Higher Abnormal Returns In The Taiwan Stock Market," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 232-245, December.
    3. 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.
    4. Fang, Hao & Shen, Chung-Hua & Lee, Yen-Hsien, 2017. "The dynamic and asymmetric herding behavior of US equity fund managers in the stock market," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 353-369.
    5. 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.
    6. I. Koetsier & J.A. Bikker, 2018. "Herding behavior of Dutch pension funds in asset class investments," Working Papers 18-04, Utrecht School of Economics.
    7. 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.
    8. Pegah Dehghani & Ros Zam Zam Sapian, 2014. "Sectoral herding behavior in the aftermarket of Malaysian IPOs," Venture Capital, Taylor & Francis Journals, vol. 16(3), pages 227-246, July.
    9. Choi, Nicole & Skiba, Hilla, 2015. "Institutional herding in international markets," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 246-259.
    10. Guo, Xu & Gu, Chen & Zebedee, Allan A. & Chiu, Li-ting, 2024. "The effect of institutional herding on stock prices: The differentiating role of credit ratings," Journal of Banking & Finance, Elsevier, vol. 163(C).
    11. I. Koetsier & J.A. Bikker, 2017. "Herding behaviour of Dutch pension funds in sovereign bond investments," Working Papers 17-15, Utrecht School of Economics.
    12. Andrikopoulos, Panagiotis & Kallinterakis, Vasileios & Leite Ferreira, Mario Pedro & Verousis, Thanos, 2017. "Intraday herding on a cross-border exchange," International Review of Financial Analysis, Elsevier, vol. 53(C), pages 25-36.
    13. Hao FANG & Joseph C. P. SHIEH & Tsang-Yao CHANG & Meng-Wen WU, 2020. "Which Types of Stocks Herded by Foreign Institutional Investors are Informational in the Emerging Stock Market?," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 31-48, September.
    14. Cai, Fang & Han, Song & Li, Dan & Li, Yi, 2019. "Institutional herding and its price impact: Evidence from the corporate bond market," Journal of Financial Economics, Elsevier, vol. 131(1), pages 139-167.
    15. Economou, Fotini & Gavriilidis, Konstantinos & Goyal, Abhinav & Kallinterakis, Vasileios, 2015. "Herding dynamics in exchange groups: Evidence from Euronext," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 228-244.
    16. Ahmad Fawwaz Mohd Nasarudin & Bany Ariffin Amin Noordin & Siong Hook Law & Mohd Hisham Yahya, 2017. "Investigation of Herding Behaviour in Developed and Developing Countries: Does Country Governance Factor Matters?," Capital Markets Review, Malaysian Finance Association, vol. 25(2), pages 1-14.
    17. Rahman, M. Arifur & Chowdhury, Shah Saeed Hassan & Shibley Sadique, M., 2015. "Herding where retail investors dominate trading: The case of Saudi Arabia," The Quarterly Review of Economics and Finance, Elsevier, vol. 57(C), pages 46-60.
    18. Li, Wei & Rhee, Ghon & Wang, Steven Shuye, 2017. "Differences in herding: Individual vs. institutional investors," Pacific-Basin Finance Journal, Elsevier, vol. 45(C), pages 174-185.
    19. Jiao, Yawen & Ye, Pengfei, 2014. "Mutual fund herding in response to hedge fund herding and the impacts on stock prices," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 131-148.
    20. Fotini Economou & Konstantinos Gavriilidis & Bartosz Gebka & Vasileios Kallinterakis, 2022. "Feedback trading: a review of theory and empirical evidence," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 15(4), pages 429-476, February.

    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:mes:emfitr:v:50:y:2014:i:2s:p:60-74. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/MREE20 .

    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.