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Foreign investors, private information, and price discovery

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  • Cai, Jun
  • Ho, Richard Y.K.
  • Zhang, Zheng

Abstract

We examine the relation between intra-day price discovery and proxies for financial openness and investor accessibility using a sample of intra-day price and quote data of 1,504 stocks from 23 emerging markets. We measure price discovery by weighted price contribution across segments of the trading day. There is a reliable relation between price discovery in early trading and direct foreign ownership, controlling for other factors. We project foreign ownership onto proxies for private information and investor recognition. The residual from the projection regression captures the impact of unknown factors. We find that the role of private information is much more important than investor recognition and unknown factor in facilitating price discovery.

Suggested Citation

  • Cai, Jun & Ho, Richard Y.K. & Zhang, Zheng, 2022. "Foreign investors, private information, and price discovery," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 506-525.
  • Handle: RePEc:eee:reveco:v:80:y:2022:i:c:p:506-525
    DOI: 10.1016/j.iref.2022.03.002
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    as
    1. Bae, Kee-Hong & Chan, Kalok & Ng, Angela, 2004. "Investibility and return volatility," Journal of Financial Economics, Elsevier, vol. 71(2), pages 239-263, February.
    2. Chakravarty, Sugato, 2001. "Stealth-trading: Which traders' trades move stock prices?," Journal of Financial Economics, Elsevier, vol. 61(2), pages 289-307, August.
    3. Michael J. Barclay & Terrence Hendershott, 2004. "Liquidity Externalities and Adverse Selection: Evidence from Trading after Hours," Journal of Finance, American Finance Association, vol. 59(2), pages 681-710, April.
    4. Edison, Hali J. & Warnock, Francis E., 2003. "A simple measure of the intensity of capital controls," Journal of Empirical Finance, Elsevier, vol. 10(1-2), pages 81-103, February.
    5. Obrien, Pc & Bhushan, R, 1990. "Analyst Following And Institutional Ownership," Journal of Accounting Research, Wiley Blackwell, vol. 28, pages 55-76.
    6. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    7. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    8. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    9. Jiang, Christine X. & Likitapiwat, Tanakorn & McInish, Thomas H., 2012. "Information Content of Earnings Announcements: Evidence from After-Hours Trading," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(6), pages 1303-1330, December.
    10. Rafael La Porta & Florencio Lopez‐de‐Silanes & Andrei Shleifer & Robert W. Vishny, 2000. "Agency Problems and Dividend Policies around the World," Journal of Finance, American Finance Association, vol. 55(1), pages 1-33, February.
    11. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2006. "What Works in Securities Laws?," Journal of Finance, American Finance Association, vol. 61(1), pages 1-32, February.
    12. Roger D. Huang, 2002. "The Quality of ECN and Nasdaq Market Maker Quotes," Journal of Finance, American Finance Association, vol. 57(3), pages 1285-1319, June.
    13. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 1999. "Corporate Ownership Around the World," Journal of Finance, American Finance Association, vol. 54(2), pages 471-517, April.
    14. Ciccotello, Conrad S. & Hatheway, Frank M., 2000. "Indicating Ahead: Best Execution and the NASDAQ Preopening," Journal of Financial Intermediation, Elsevier, vol. 9(2), pages 184-212, April.
    15. Michael J. Barclay & Terrence Hendershott & D. Timothy McCormick, 2003. "Competition among Trading Venues: Information and Trading on Electronic Communications Networks," Journal of Finance, American Finance Association, vol. 58(6), pages 2637-2665, December.
    16. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    17. Thomas H McInish & Bonnie F Van Ness & Robert A Van Ness, 2002. "After‐hours trading of NYSE stocks on the regional stock exchanges," Review of Financial Economics, John Wiley & Sons, vol. 11(4), pages 287-297.
    18. Lilian Ng & Fei Wu & Jing Yu & Bohui Zhang, 2016. "Foreign Investor Heterogeneity and Stock Liquidity around the World," Review of Finance, European Finance Association, vol. 20(5), pages 1867-1910.
    19. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 2000. "Investor protection and corporate governance," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 3-27.
    20. Michael J. Barclay & Terrence Hendershott & D. Timothy McCormick, 2003. "Competition among Trading Venues: Information and Trading on Electronic Communications Networks," Journal of Finance, American Finance Association, vol. 58(6), pages 2637-2666, December.
    21. Kewei Hou & Tobias J. Moskowitz, 2005. "Market Frictions, Price Delay, and the Cross-Section of Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 981-1020.
    22. Bae, Kee-Hong & Ozoguz, Arzu & Tan, Hongping & Wirjanto, Tony S., 2012. "Do foreigners facilitate information transmission in emerging markets?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 209-227.
    23. Karpoff, Jonathan M., 1987. "The Relation between Price Changes and Trading Volume: A Survey," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(1), pages 109-126, March.
    24. Karolyi, G. Andrew & Wu, Ying, 2018. "A New Partial-Segmentation Approach to Modeling International Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(2), pages 507-546, April.
    25. Michael J. Barclay, 2003. "Price Discovery and Trading After Hours," The Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1041-1073.
    26. Anat R. Admati, Paul Pfleiderer, 1988. "A Theory of Intraday Patterns: Volume and Price Variability," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 3-40.
    27. Kang, Jun-Koo & Stulz, Rene M., 1997. "Why is there a home bias? An analysis of foreign portfolio equity ownership in Japan," Journal of Financial Economics, Elsevier, vol. 46(1), pages 3-28, October.
    28. Barclay, Michael J. & Warner, Jerold B., 1993. "Stealth trading and volatility : Which trades move prices?," Journal of Financial Economics, Elsevier, vol. 34(3), pages 281-305, December.
    29. 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.
    30. Errunza, Vihang & Ta, Hai, 2015. "The Impact of Investability on Asset Valuation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(5), pages 1135-1163, October.
    31. Bruno Biais & Pierre Hillion & Chester Spatt, 1999. "Price Discovery and Learning during the Preopening Period in the Paris Bourse," Journal of Political Economy, University of Chicago Press, vol. 107(6), pages 1218-1248, December.
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    More about this item

    Keywords

    Emerging markets; Price discovery; Weighted price contribution; Foreign ownership; Market integration; Market microstructure;
    All these keywords.

    JEL classification:

    • F30 - International Economics - - International Finance - - - General
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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