IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v77y2023ics0927538x22001111.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X22001111
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2022.101816?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Karl B. Diether & Kuan-Hui Lee & Ingrid M. Werner, 2009. "Short-Sale Strategies and Return Predictability," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 575-607, February.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    13. 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.
    14. 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.
    15. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Boehmer, Ekkehart & Huszar, Zsuzsa R. & Jordan, Bradford D., 2010. "The good news in short interest," Journal of Financial Economics, Elsevier, vol. 96(1), pages 80-97, April.
    2. Hanauer, Matthias X. & Lesnevski, Pavel & Smajlbegovic, Esad, 2023. "Surprise in short interest," Journal of Financial Markets, Elsevier, vol. 65(C).
    3. Jank, Stephan & Roling, Christoph & Smajlbegovic, Esad, 2021. "Flying under the radar: The effects of short-sale disclosure rules on investor behavior and stock prices," Journal of Financial Economics, Elsevier, vol. 139(1), pages 209-233.
    4. Cao, Zhiqi & Lv, Dayong & Sun, Zhenzhen, 2021. "Stock price manipulation, short-sale constraints, and breadth-return relationship," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    5. 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.
    6. Comerton-Forde, Carole & Do, Binh Huu & Gray, Philip & Manton, Tom, 2016. "Assessing the information content of short-selling metrics using daily disclosures," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 188-204.
    7. Kelley Bergsma & Jitendra Tayal, 2019. "Short Interest and Lottery Stocks," Financial Management, Financial Management Association International, vol. 48(1), pages 187-227, March.
    8. Jorida Papakroni, 2018. "The dispersion anomaly and analyst recommendations," Review of Quantitative Finance and Accounting, Springer, vol. 50(3), pages 861-896, April.
    9. Jian Shi & Junbo Wang & Ting Zhang, 2017. "Are Short Sellers Informed? Evidence From Credit Rating Agency Announcements," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 40(2), pages 179-221, June.
    10. Lin, Zih-Ying & Chang, Chuang-Chang & Wang, Yaw-Huei, 2018. "The impacts of asymmetric information and short sales on the illiquidity risk premium in the stock option market," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 152-165.
    11. Shyu, Yih-Wen & Chan, Kam C. & Liang, Hsin-Yu, 2018. "Spillovers of price efficiency and informed trading from short sales to margin purchases in absence of uptick rule," Pacific-Basin Finance Journal, Elsevier, vol. 50(C), pages 163-183.
    12. Khan, Mostafa Saidur Rahim & Bremer, Marc & Kato, Hideaki Kiyoshi, 2018. "Are short-sales constraints binding when there is a centralized lendable securities market? Evidence from Japan," Journal of the Japanese and International Economies, Elsevier, vol. 48(C), pages 85-96.
    13. Crystal Xiaobei Chen, 2012. "The anatomy of short sales and price adjustment: evidence from the Hong Kong stock market," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 8(3), pages 204-218, June.
    14. Mohamad, Azhar & Jaafar, Aziz & Hodgkinson, Lynn & Wells, Jo, 2013. "Short selling and stock returns: Evidence from the UK," The British Accounting Review, Elsevier, vol. 45(2), pages 125-137.
    15. Gibbs, Michael & Hao, (Grace) Qing, 2018. "Short selling around the expiration of IPO share lockups," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 30-43.
    16. Khan, Mostafa Saidur Rahim & Kato, Hideaki Kiyoshi & Bremer, Marc, 2019. "Short sales constraints and stock returns: How do the regulations fare?," Journal of the Japanese and International Economies, Elsevier, vol. 54(C).
    17. Stratmann, Thomas & Welborn, John W., 2016. "Informed short selling, fails-to-deliver, and abnormal returns," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 81-102.
    18. Tsai, Chia-Fen & Chang, Jung-Hsien & Tsai, Feng-Tse, 2021. "Lottery preferences and retail short selling," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    19. Boehme, Rodney D. & Danielsen, Bartley R. & Kumar, Praveen & Sorescu, Sorin M., 2009. "Idiosyncratic risk and the cross-section of stock returns: Merton (1987) meets Miller (1977)," Journal of Financial Markets, Elsevier, vol. 12(3), pages 438-468, August.
    20. Greppmair, Stefan & Jank, Stephan & Smajlbegovic, Esad, 2023. "On the importance of fiscal space: Evidence from short sellers during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 147(C).

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:pacfin:v:77:y:2023:i:c:s0927538x22001111. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/pacfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.