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Foreign investors and stock price efficiency: Thresholds, underlying channels and investor heterogeneity

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  • Lim, Kian-Ping
  • Hooy, Chee-Wooi
  • Chang, Kwok-Boon
  • Brooks, Robert

Abstract

This paper examines the relationship between foreign shareholding and stock price efficiency for Malaysian public listed firms over the 2002–2009 sample period. We use stock price delay as an inverse measure of price efficiency, and consider the speed of adjustment to local and global common factor information. The results show that foreign investors accelerate the incorporation of both types of common information into the prices of Malaysian stocks, mainly due to their superior skills in processing systematic market-wide factors. However, we find evidence of optimality in foreign shareholding, suggesting that the efficiency benefit disappears after foreign ownership exceeds a certain threshold level. Further analyses shed lights on the channels and moderating variables driving this non-monotonic relationship. Our disaggregate analysis on foreign investor heterogeneity shows that foreign investors who trade through nominee accounts are elite processors of public market-wide and firm-specific news in the Malaysian stock market.

Suggested Citation

  • Lim, Kian-Ping & Hooy, Chee-Wooi & Chang, Kwok-Boon & Brooks, Robert, 2016. "Foreign investors and stock price efficiency: Thresholds, underlying channels and investor heterogeneity," The North American Journal of Economics and Finance, Elsevier, vol. 36(C), pages 1-28.
  • Handle: RePEc:eee:ecofin:v:36:y:2016:i:c:p:1-28
    DOI: 10.1016/j.najef.2015.11.003
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    as
    1. Phillips, Blake, 2011. "Options, short-sale constraints and market efficiency: A new perspective," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 430-442, February.
    2. Albuquerque, Rui & H. Bauer, Gregory & Schneider, Martin, 2009. "Global private information in international equity markets," Journal of Financial Economics, Elsevier, vol. 94(1), pages 18-46, October.
    3. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    4. Kim, Woochan & Wei, Shang-Jin, 2002. "Foreign portfolio investors before and during a crisis," Journal of International Economics, Elsevier, vol. 56(1), pages 77-96, January.
    5. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    6. 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.
    7. Vicentiu Covrig & Sie Ting Lau & Lilian Ng, 2006. "Do domestic and foreign fund managers have similar preferences for stock characteristics? A cross-country analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(3), pages 407-429, May.
    8. Xing, Xuejing & Anderson, Randy, 2011. "Stock price synchronicity and public firm-specificinformation," Journal of Financial Markets, Elsevier, vol. 14(2), pages 259-276, May.
    9. Engelberg, Joseph E. & Reed, Adam V. & Ringgenberg, Matthew C., 2012. "How are shorts informed?," Journal of Financial Economics, Elsevier, vol. 105(2), pages 260-278.
    10. Lesmond, David A., 2005. "Liquidity of emerging markets," Journal of Financial Economics, Elsevier, vol. 77(2), pages 411-452, August.
    11. Bardong, Florian & Bartram, Söhnke M. & Yadav, Pradeep K., 2005. "Informed Trading, Information Asymmetry and Pricing of Information Risk: Empirical Evidence from the NYSE," MPRA Paper 13586, University Library of Munich, Germany, revised 10 Oct 2008.
    12. Alex Edmans, 2009. "Blockholder Trading, Market Efficiency, and Managerial Myopia," Journal of Finance, American Finance Association, vol. 64(6), pages 2481-2513, December.
    13. 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.
    14. Lim, Kian-Ping & Brooks, Robert D., 2010. "Why Do Emerging Stock Markets Experience More Persistent Price Deviations From A Random Walk Over Time? A Country-Level Analysis," Macroeconomic Dynamics, Cambridge University Press, vol. 14(S1), pages 3-41, May.
    15. 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.
    16. Menon , Jayant & Ng, Thiam Hee, 2013. "Are Government-Linked Corporations Crowding out Private Investment in Malaysia?," ADB Economics Working Paper Series 345, Asian Development Bank.
    17. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    18. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    19. Lo, Andrew W & MacKinlay, A Craig, 1990. "When Are Contrarian Profits Due to Stock Market Overreaction?," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 175-205.
    20. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    21. Agarwal, Sumit & Faircloth, Sheri & Liu, Chunlin & Ghon Rhee, S., 2009. "Why do foreign investors underperform domestic investors in trading activities? Evidence from Indonesia," Journal of Financial Markets, Elsevier, vol. 12(1), pages 32-53, February.
    22. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    23. Nuno Fernandes & Miguel A. Ferreira, 2009. "Insider Trading Laws and Stock Price Informativeness," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 1845-1887, May.
    24. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    25. Mech, Timothy S., 1993. "Portfolio return autocorrelation," Journal of Financial Economics, Elsevier, vol. 34(3), pages 307-344, December.
    26. Tarun Chordia & Bhaskaran Swaminathan, 2004. "Incomplete Information, Trading Costs and Cross-autocorrelations in Stock Returns," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 33(1), pages 145-181, February.
    27. Kale, Jayant R. & Loon, Yee Cheng, 2011. "Product market power and stock market liquidity," Journal of Financial Markets, Elsevier, vol. 14(2), pages 376-410, May.
    28. Ekkehart Boehmer & Juan (Julie) Wu, 2013. "Short Selling and the Price Discovery Process," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 287-322.
    29. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    30. Bailey, Warren & Jagtiani, Julapa, 1994. "Foreign ownership restrictions and stock prices in the Thai capital market," Journal of Financial Economics, Elsevier, vol. 36(1), pages 57-87, August.
    31. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    32. Subrahmanyam, Avanidhar, 1991. "Risk Aversion, Market Liquidity, and Price Efficiency," The Review of Financial Studies, Society for Financial Studies, vol. 4(3), pages 416-441.
    33. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2008. "Liquidity and market efficiency," Journal of Financial Economics, Elsevier, vol. 87(2), pages 249-268, February.
    34. Young K. Park & Kee H. Chung, 2007. "Foreign and Local Institutional Ownership and the Speed of Price Adjustment," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(9-10), pages 1569-1595.
    35. Peng, Lin & Xiong, Wei, 2006. "Investor attention, overconfidence and category learning," Journal of Financial Economics, Elsevier, vol. 80(3), pages 563-602, June.
    36. Bailey, Warren & Mao, Connie X. & Sirodom, Kulpatra, 2007. "Investment restrictions and the cross-border flow of information: Some empirical evidence," Journal of International Money and Finance, Elsevier, vol. 26(1), pages 1-25, February.
    37. Tarun Chordia & Bhaskaran Swaminathan, 2000. "Trading Volume and Cross‐Autocorrelations in Stock Returns," Journal of Finance, American Finance Association, vol. 55(2), pages 913-935, April.
    38. Easley, David & O'Hara, Maureen, 1987. "Price, trade size, and information in securities markets," Journal of Financial Economics, Elsevier, vol. 19(1), pages 69-90, September.
    39. Alex Edmans & Gustavo Manso, 2011. "Governance Through Trading and Intervention: A Theory of Multiple Blockholders," The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2395-2428.
    40. Badrinath, S G & Kale, Jayant R & Noe, Thomas H, 1995. "Of Shepherds, Sheep, and the Cross-autocorrelations in Equity Returns," The Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 401-430.
    41. Pedro A. C. Saffi & Kari Sigurdsson, 2011. "Price Efficiency and Short Selling," The Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 821-852.
    42. John M. Griffin & Patrick J. Kelly & Federico Nardari, 2010. "Do Market Efficiency Measures Yield Correct Inferences? A Comparison of Developed and Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3225-3277, August.
    43. Spiegel, Matthew & Subrahmanyam, Avanidhar, 1992. "Informed Speculation and Hedging in a Noncompetitive Securities Market," The Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 307-329.
    44. Stefano Dellavigna & Joshua M. Pollet, 2009. "Investor Inattention and Friday Earnings Announcements," Journal of Finance, American Finance Association, vol. 64(2), pages 709-749, April.
    45. Jeffrey L. Callen & Mozaffar Khan & Hai Lu, 2013. "Accounting Quality, Stock Price Delay, and Future Stock Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 269-295, March.
    46. Philip Bond & Alex Edmans & Itay Goldstein, 2012. "The Real Effects of Financial Markets," Annual Review of Financial Economics, Annual Reviews, vol. 4(1), pages 339-360, October.
    47. Brennan, Michael J & Jegadeesh, Narasimhan & Swaminathan, Bhaskaran, 1993. "Investment Analysis and the Adjustment of Stock Prices to Common Information," The Review of Financial Studies, Society for Financial Studies, vol. 6(4), pages 799-824.
    48. Chan, Kalok & Hameed, Allaudeen, 2006. "Stock price synchronicity and analyst coverage in emerging markets," Journal of Financial Economics, Elsevier, vol. 80(1), pages 115-147, April.
    49. Young K. Park & Kee H. Chung, 2007. "Foreign and Local Institutional Ownership and the Speed of Price Adjustment," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(9‐10), pages 1569-1595, November.
    50. Ekkehart Boehmer & Eric K. Kelley, 2009. "Institutional Investors and the Informational Efficiency of Prices," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3563-3594, September.
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    More about this item

    Keywords

    Financial liberalisation; Foreign investors; Price efficiency; Thresholds; Investor heterogeneity;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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