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Shorting flows and return predictability in Taiwan

Author

Listed:
  • Lin, Chaonan
  • Ho, Hsiao-Wei
  • Ko, Kuan-Cheng

Abstract

Wang et al. (2020) show that short- and long-term shorting flows are strong predictors of future stock returns in the U.S. markets during 2010–2015. Their results are in line with the informed shorting hypothesis that short sellers trade on long-term information that is gradually incorporated into stock prices. This study extends Wang et al.'s (2020) analyses to the Taiwan stock market by proposing that the impositions of the up-tick rule and price limits provide an ideal setting to test the informed shorting hypothesis. We show that short- and long-term shorting flows have strong predictive power for future stock returns in Taiwan, suggesting that short sellers' trading does contain significant incremental information about future stock returns under the restrictions of the up-tick rule and price limits.

Suggested Citation

  • Lin, Chaonan & Ho, Hsiao-Wei & Ko, Kuan-Cheng, 2023. "Shorting flows and return predictability in Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
  • Handle: RePEc:eee:pacfin:v:77:y:2023:i:c:s0927538x22001111
    DOI: 10.1016/j.pacfin.2022.101816
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    References listed on IDEAS

    as
    1. Karl B. Diether & Kuan-Hui Lee & Ingrid M. Werner, 2009. "Short-Sale Strategies and Return Predictability," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 575-607, February.
    2. Yan, Zhipeng & Cheng, Lee-Young & Zhao, Yan & Huang, Chung-Yuan, 2016. "Daily short covering activity and the weekend effect: Evidence from Taiwan," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 166-184.
    3. Chen, Ting & Gao, Zhenyu & He, Jibao & Jiang, Wenxi & Xiong, Wei, 2019. "Daily price limits and destructive market behavior," Journal of Econometrics, Elsevier, vol. 208(1), pages 249-264.
    4. Wang, Xue & Yan, Xuemin (Sterling) & Zheng, Lingling, 2020. "Shorting flows, public disclosure, and market efficiency," Journal of Financial Economics, Elsevier, vol. 135(1), pages 191-212.
    5. Brent, Averil & Morse, Dale & Stice, E. Kay, 1990. "Short Interest: Explanations and Tests," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(2), pages 273-289, June.
    6. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    7. Chou, Pin-Huang & Chou, Robin K. & Ko, Kuan-Cheng & Chao, Chun-Yi, 2013. "What affects the cool-off duration under price limits?," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 256-278.
    8. Hemang Desai & K. Ramesh & S. Ramu Thiagarajan & Bala V. Balachandran, 2002. "An Investigation of the Informational Role of Short Interest in the Nasdaq Market," Journal of Finance, American Finance Association, vol. 57(5), pages 2263-2287, October.
    9. Figlewski, Stephen, 1981. "The Informational Effects of Restrictions on Short Sales: Some Empirical Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 16(4), pages 463-476, November.
    10. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    11. Asquith, Paul & Pathak, Parag A. & Ritter, Jay R., 2005. "Short interest, institutional ownership, and stock returns," Journal of Financial Economics, Elsevier, vol. 78(2), pages 243-276, November.
    12. 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.
    13. Kim, Yong H. & Yang, J. Jimmy, 2008. "The effect of price limits on intraday volatility and information asymmetry," Pacific-Basin Finance Journal, Elsevier, vol. 16(5), pages 522-538, November.
    14. Ekkehart Boehmer & Charles M. Jones & Xiaoyan Zhang, 2008. "Which Shorts Are Informed?," Journal of Finance, American Finance Association, vol. 63(2), pages 491-527, April.
    15. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
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    More about this item

    Keywords

    Short sale; Shorting flow; Real-time disclosure; Return predictability; Taiwan stock market;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • 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

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