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The Impact of Short Selling on the Price-Volume Relationship: Evidence from Hong Kong

Author

Listed:
  • Ólan T. Henry

    (University of Melbourne)

  • Michael McKenzie

    (RMIT University)

Abstract
This paper considers the relationship between traded volume and volatility allowing for the impact of short sales. The evidence supports a nonlinear, bidirectional relationship between volume and volatility. Short selling is found to have a significant impact on this relationship, and our results suggest (i) that the Hong Kong market displays greater volatility following a period of short selling and (ii) that asymmetric responses to positive and negative innovations to returns appear to be exacerbated by short selling.

Suggested Citation

  • Ólan T. Henry & Michael McKenzie, 2006. "The Impact of Short Selling on the Price-Volume Relationship: Evidence from Hong Kong," The Journal of Business, University of Chicago Press, vol. 79(2), pages 671-692, March.
    • Handle: RePEc:ucp:jnlbus:v:79:y:2006:i:2:p:671-692
    DOI: 10.1086/499135
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    Cited by:

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    2. Larry Su & Elmina Homapour & Francisco Chiclana, 2022. "Short-Sale Constraints and Stock Prices: Evidence from Implementation of Securities Refinancing Mechanism in Chinese Stock Markets," Mathematics, MDPI, vol. 10(17), pages 1-21, September.
    3. Ulibarri, Carlos A., 2013. "Multivariate GARCH analysis of Fannie Mae, Freddie Mac, and American International Group: Did the short-selling ban reduce systemic return-risk?," The North American Journal of Economics and Finance, Elsevier, vol. 25(C), pages 60-69.
    4. Duong, Huu Nhan & Kalev, Petko S. & Tian, Xiao, 2023. "Short selling, divergence of opinion and volatility in the corporate bond market," Journal of Economic Dynamics and Control, Elsevier, vol. 147(C).
    5. Zhang, Yan & Ikeda, Shin S., 2016. "A dynamic panel analysis of HKEx shorting ban’s impact on the relationship between disagreement and future returns," Finance Research Letters, Elsevier, vol. 17(C), pages 10-16.
    6. Viktor Manahov & Mona Soufian & Robert Hudson, 2014. "The Implications Of Trader Cognitive Abilities On Stock Market Properties," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 21(1), pages 1-18, January.
    7. Kwaku Boafo Baidoo, 2019. "The Effects of Short Selling on Financial Markets Volatilities," European Journal of Business Science and Technology, Mendel University in Brno, Faculty of Business and Economics, vol. 5(2), pages 218-228.
    8. Chakraborty, Sandip & Kakani, Ram Kumar, 2016. "Institutional investment, equity volume and volatility spillover: Causalities and asymmetries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 1-20.
    9. Michael McKenzie & Olan T. Henry, 2007. "The Determinnts of Short Selling in the Hong Kong Equities Market," Department of Economics - Working Papers Series 1001, The University of Melbourne.
    10. Hou, Deshuai & Meng, Qingbin & Zhang, Kai & Chan, Kam C., 2019. "Motives for corporate philanthropy propensity: Does short selling matter?," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 24-36.
    11. Maoguo Wu & Hanyang Zhang & Kwok-Leung Tam, 2017. "Did the Introduction of Securities Margin Trading Decrease China¡¯s A-Share Market Volatility?," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 8(3), pages 135-141, July.
    12. Dungey, Mardi & McKenzie, Michael D. & Yalama, Abdullah, 2013. "The cross market effects of short sale restrictions," The North American Journal of Economics and Finance, Elsevier, vol. 26(C), pages 53-71.
    13. Lin, Yongjia & Wang, Yizhi & Fu, Xiaoqing (Maggie), 2022. "Margin purchases, short sales and stock return volatility in China: Evidence from the COVID-19 outbreak," Finance Research Letters, Elsevier, vol. 46(PA).
    14. Lecce, Steven & Lepone, Andrew & McKenzie, Michael D. & Segara, Reuben, 2012. "The impact of naked short selling on the securities lending and equity market," Journal of Financial Markets, Elsevier, vol. 15(1), pages 81-107.
    15. Yamani, Ehab, 2023. "Return–volume nexus in financial markets: A survey of research," Research in International Business and Finance, Elsevier, vol. 65(C).
    16. Youngsik Kwak & Yeongsuk Cho, 2017. "Information Contents of Short Selling Restriction and Stock Lending and Borrowing Transactions," American Journal of Economics and Business Administration, Science Publications, vol. 9(2), pages 27-37, October.
    17. Baklaci, Hasan F. & Suer, Omur & Yelkenci, Tezer, 2016. "A closer insight into the causality between short selling trades and volatility," Finance Research Letters, Elsevier, vol. 17(C), pages 48-54.
    18. Tsung-Hsun Lu & Jun-De Lee, 2016. "Is Abnormally Large Volume a Clue?," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 8(9), pages 226-233, September.
    19. Kumar, Brajesh & Singh, Priyanka & Pandey, Ajay, 2009. "The Dynamic Relationship between Price and Trading Volume:Evidence from Indian Stock Market," IIMA Working Papers WP2009-12-04, Indian Institute of Management Ahmedabad, Research and Publication Department.
    20. Frino, Alex & Lecce, Steven & Lepone, Andrew, 2011. "Short-sales constraints and market quality: Evidence from the 2008 short-sales bans," International Review of Financial Analysis, Elsevier, vol. 20(4), pages 225-236, August.
    21. Jani Saastamoinen & Niko Suhonen, 2013. "Were the European short selling bans of 2011 effective?," Economics Bulletin, AccessEcon, vol. 33(3), pages 1847-1851.
    22. Yeongsuk Cho & Youngsik Kwak, 2018. "A Comparative Study on the Information Effect of Stock Lending and Borrowing and Short Selling between the Korea Stock Exchange and the New Stock Exchange," American Journal of Economics and Business Administration, Science Publications, vol. 10(1), pages 11-21, October.
    23. Brajesh Kumar, 2010. "The Dynamic Relationship between Price and Trading Volume: Evidence from Indian Stock Market," Working Papers id:2379, eSocialSciences.
    24. An, Na & Wang, Baixue & Pan, Peilin & Guo, Kun & Sun, Yi, 2018. "Study on the influence mechanism of air quality on stock market yield and Volatility: Empirical test from China based on GARCH model," Finance Research Letters, Elsevier, vol. 26(C), pages 119-125.

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