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Information, hedging demand, and institutional investors: Evidence from the Taiwan Futures Exchange

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  • Chien, Cheng-Yi
  • Lee, Hsiu-Chuan
  • Tai, Shih-Wen
  • Liao, Tzu-Hsiang

Abstract

This paper examines the effect of hedging demand by various types of institutional investor on subsequent returns and volatility. Using data from the Taiwan Futures Exchange, empirical results indicate that the hedging demand of foreign investors has a significant negative impact on subsequent returns and volatility. In addition, trading strategies based on the extreme hedging demand of foreigners are positively correlated with trading performance. Furthermore, there is evidence to show that returns (volatility) also affect the subsequent hedging demand of foreign investors, suggesting a feedback relation. Finally, the hedging demand of foreign investors has a greater impact on subsequent returns and volatility after global financial turmoil. Accordingly, this paper concludes that foreign investors are informed hedgers in the Taiwan futures market, especially after global financial turmoil.

Suggested Citation

  • Chien, Cheng-Yi & Lee, Hsiu-Chuan & Tai, Shih-Wen & Liao, Tzu-Hsiang, 2013. "Information, hedging demand, and institutional investors: Evidence from the Taiwan Futures Exchange," Journal of Multinational Financial Management, Elsevier, vol. 23(5), pages 394-414.
    • Handle: RePEc:eee:mulfin:v:23:y:2013:i:5:p:394-414
    DOI: 10.1016/j.mulfin.2013.08.001
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    as
    1. Shalen, Catherine T, 1993. "Volume, Volatility, and the Dispersion of Beliefs," Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 405-434.
    2. Hyuk Choe & Bong-Chan Kho & René M. Stulz, 2005. "Do Domestic Investors Have an Edge? The Trading Experience of Foreign Investors in Korea," Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 795-829.
    3. Baker, Malcolm & Stein, Jeremy C., 2004. "Market liquidity as a sentiment indicator," Journal of Financial Markets, Elsevier, vol. 7(3), pages 271-299, June.
    4. Wang, Changyun, 2004. "Futures trading activity and predictable foreign exchange market movements," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 1023-1041, May.
    5. Bessembinder, Hendrik & Seguin, Paul J., 1993. "Price Volatility, Trading Volume, and Market Depth: Evidence from Futures Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(1), pages 21-39, March.
    6. Brennan, Michael J & Cao, H Henry, 1997. "International Portfolio Investment Flows," Journal of Finance, American Finance Association, vol. 52(5), pages 1851-1880, December.
    7. Joshy Jacob & Vipul, 2008. "Estimation and forecasting of stock volatility with range‐based estimators," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 28(6), pages 561-581, June.
    8. Jiang Wang, 1993. "A Model of Intertemporal Asset Prices Under Asymmetric Information," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(2), pages 249-282.
    9. Parkinson, Michael, 1980. "The Extreme Value Method for Estimating the Variance of the Rate of Return," The Journal of Business, University of Chicago Press, vol. 53(1), pages 61-65, January.
    10. Changyun Wang, 2002. "Information, Trading Demand, and Futures Price Volatility," The Financial Review, Eastern Finance Association, vol. 37(2), pages 295-315, May.
    11. Doron Avramov & Tarun Chordia & Amit Goyal, 2006. "The Impact of Trades on Daily Volatility," Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1241-1277.
    12. Chang, Eric C. & Michael Pinegar, J. & Schachter, Barry, 1997. "Interday variations in volume, variance and participation of large speculators," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 797-810, June.
    13. Chiao, Chaoshin & Chen, Shin-Hui & Hu, Jia-Ming, 2010. "Informational differences among institutional investors in an increasingly institutionalized market," Japan and the World Economy, Elsevier, vol. 22(2), pages 118-129, March.
    14. Chaoshin Chiao & Zi-May Wang & Hsiu-Ling Lai, 2009. "Order submission behaviors and opening price behaviors: evidence from an emerging market," Review of Quantitative Finance and Accounting, Springer, vol. 33(3), pages 253-278, October.
    15. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    16. Chan, Kalok & Menkveld, Albert J. & Yang, Zhishu, 2007. "The informativeness of domestic and foreign investors' stock trades: Evidence from the perfectly segmented Chinese market," Journal of Financial Markets, Elsevier, vol. 10(4), pages 391-415, November.
    17. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    18. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    19. 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.
    20. Frans A. De Roon & Theo E. Nijman & Chris Veld, 2000. "Hedging Pressure Effects in Futures Markets," Journal of Finance, American Finance Association, vol. 55(3), pages 1437-1456, June.
    21. Garman, Mark B & Klass, Michael J, 1980. "On the Estimation of Security Price Volatilities from Historical Data," The Journal of Business, University of Chicago Press, vol. 53(1), pages 67-78, January.
    22. Tomas Dvorak, 2001. "Do Domestic Investors Have an Information Advantage? Evidence from Indonesia," Center for Development Economics 168, Department of Economics, Williams College.
    23. Hellwig, Martin F., 1980. "On the aggregation of information in competitive markets," Journal of Economic Theory, Elsevier, vol. 22(3), pages 477-498, June.
    24. Boyer, Brian & Zheng, Lu, 2009. "Investor flows and stock market returns," Journal of Empirical Finance, Elsevier, vol. 16(1), pages 87-100, January.
    25. Jin-Shuei Luo & Chun-An Li, 2008. "Futures Market Sentiment and Institutional Investor Behavior in the Spot Market: The Emerging Market in Taiwan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 44(2), pages 70-86, March.
    26. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    27. Froot, Kenneth A. & O'Connell, Paul G. J. & Seasholes, Mark S., 2001. "The portfolio flows of international investors," Journal of Financial Economics, Elsevier, vol. 59(2), pages 151-193, February.
    28. Bailey, Warren & Cai, Jun & Cheung, Yan Leung & Wang, Fenghua, 2009. "Stock returns, order imbalances, and commonality: Evidence on individual, institutional, and proprietary investors in China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 9-19, January.
    29. Anat R. Admati, Paul Pfleiderer, 1988. "A Theory of Intraday Patterns: Volume and Price Variability," Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 3-40.
    30. Li, Wei & Wang, Steven Shuye, 2010. "Daily institutional trades and stock price volatility in a retail investor dominated emerging market," Journal of Financial Markets, Elsevier, vol. 13(4), pages 448-474, November.
    31. Chang, Chuang-Chang & Hsieh, Pei-Fang & Lai, Hung-Neng, 2009. "Do informed option investors predict stock returns? Evidence from the Taiwan stock exchange," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 757-764, April.
    32. Ming‐Shiun Pan & Y. Angela Liu & Herbert J. Roth, 2003. "Volatility and trading demands in stock index futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 23(4), pages 399-414, April.
    33. Bae, Kee-Hong & Yamada, Takeshi & Ito, Keiichi, 2008. "Interaction of investor trades and market volatility: Evidence from the Tokyo Stock Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 16(4), pages 370-388, September.
    34. Tomáš Dvořák, 2005. "Do Domestic Investors Have an Information Advantage? Evidence from Indonesia," Journal of Finance, American Finance Association, vol. 60(2), pages 817-839, April.
    35. Bessembinder, Hendrik, 1992. "Systematic Risk, Hedging Pressure, and Risk Premiums in Futures Markets," Review of Financial Studies, Society for Financial Studies, vol. 5(4), pages 637-667.
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    Cited by:

    1. Wei‐Yu Kuo & Ching‐Ting Lin, 2018. "Trader types and fleeting orders: Evidence from Taiwan Futures Exchange," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(12), pages 1443-1469, December.

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    More about this item

    Keywords

    Information; Hedging demand; Institutional investors; Futures market; Global financial turmoil;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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