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Modeling the dynamics of institutional, foreign, and individual investors through price consensus

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  • Kwon, Do-Gyun
  • Kim, Jang Ho
  • Lee, Yongjae
  • Kim, Woo Chang

Abstract

In this paper, we present a price consensus measure for understanding the dynamics among institutional, foreign, and individual investors. The proposed measure inversely estimates investors' daily views on the value of an asset, which incorporates the price consensus of the investor type. The price consensus measure is derived based on a rational expectation asset model and CARA utility function, and its effectiveness is empirically demonstrated by conducting cross-sectional analyses on historical trade data of the Korean stock market. These analyses demonstrate the advantage of using the price consensus measure when compared against modeling only net purchase amounts. Moreover, the findings show that institutional and foreign investors tend to have distinct long-term views while individual investors have views that are less extreme and thus showing characteristics of uninformed trades. Findings on short-term views exhibit information spillover from institutional and foreign investors to individuals.

Suggested Citation

  • Kwon, Do-Gyun & Kim, Jang Ho & Lee, Yongjae & Kim, Woo Chang, 2017. "Modeling the dynamics of institutional, foreign, and individual investors through price consensus," International Review of Financial Analysis, Elsevier, vol. 49(C), pages 166-175.
  • Handle: RePEc:eee:finana:v:49:y:2017:i:c:p:166-175
    DOI: 10.1016/j.irfa.2016.10.011
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    1. John M. Griffin & Jeffrey H. Harris & Selim Topaloglu, 2003. "The Dynamics of Institutional and Individual Trading," Journal of Finance, American Finance Association, vol. 58(6), pages 2285-2320, December.
    2. Hyuk Choe & Bong-Chan Kho & René M. Stulz, 2005. "Do Domestic Investors Have an Edge? The Trading Experience of Foreign Investors in Korea," The Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 795-829.
    3. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    4. Bing Han & Liyan Yang, 2013. "Social Networks, Information Acquisition, and Asset Prices," Management Science, INFORMS, vol. 59(6), pages 1444-1457, June.
    5. Karolyi, G. Andrew, 2002. "Did the Asian financial crisis scare foreign investors out of Japan?," Pacific-Basin Finance Journal, Elsevier, vol. 10(4), pages 411-442, September.
    6. Kamesaka, Akiko & Nofsinger, John R. & Kawakita, Hidetaka, 2003. "Investment patterns and performance of investor groups in Japan," Pacific-Basin Finance Journal, Elsevier, vol. 11(1), pages 1-22, January.
    7. Cohen, Randolph B. & Gompers, Paul A. & Vuolteenaho, Tuomo, 2002. "Who underreacts to cash-flow news? evidence from trading between individuals and institutions," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 409-462.
    8. Grinblatt, Mark & Keloharju, Matti, 2000. "The investment behavior and performance of various investor types: a study of Finland's unique data set," Journal of Financial Economics, Elsevier, vol. 55(1), pages 43-67, January.
    9. Admati, Anat R, 1985. "A Noisy Rational Expectations Equilibrium for Multi-asset Securities Markets," Econometrica, Econometric Society, vol. 53(3), pages 629-657, May.
    10. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    11. 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.
    12. 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.
    13. Choe, Hyuk & Kho, Bong-Chan & Stulz, Rene M., 1999. "Do foreign investors destabilize stock markets? The Korean experience in 1997," Journal of Financial Economics, Elsevier, vol. 54(2), pages 227-264, October.
    14. Kee‐Hong Bae & Takeshi Yamada & Keiichi Ito, 2006. "How do Individual, Institutional, and Foreign Investors Win and Lose in Equity Trades? Evidence from Japan," International Review of Finance, International Review of Finance Ltd., vol. 6(3‐4), pages 129-155, September.
    15. 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.
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    Cited by:

    1. Baker, H. Kent & Kumar, Satish & Goyal, Kirti & Sharma, Anuj, 2021. "International review of financial analysis: A retrospective evaluation between 1992 and 2020," International Review of Financial Analysis, Elsevier, vol. 78(C).

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