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The impact of short-selling and margin-buying on liquidity: Evidence from the Chinese stock market

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  • Wan, Xiaoyuan

Abstract

We propose a framework based on limit order book to analyze the impact of short-selling and margin-buying on liquidity. We show that when short-sellers are perceived as informed, adverse selection may lead to uninformed traders withdrawing their limit orders. Given that the Chinese stock market has strong information asymmetry and a high proportion of uninformed traders, we predict that the pilot program launched in March 2010, which lifts restrictions on short-selling and margin-buying for a designated list of stocks, may have a negative impact on liquidity. We perform difference-in-differences tests and show evidence that allowing for short-selling and margin-buying indeed has a significantly negative impact on liquidity for stocks on the designated list. In particular, the negative impact on liquidity is more pronounced for stocks with high information asymmetry. Nevertheless, when short-selling volume dries up due to regulation changes in August 2015, i.e., the “T+1” trading rule on short-selling, we show that consistent with model predictions, lifting restrictions on short-selling and margin-buying has a positive effect on liquidity.

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  • Wan, Xiaoyuan, 2020. "The impact of short-selling and margin-buying on liquidity: Evidence from the Chinese stock market," Journal of Empirical Finance, Elsevier, vol. 55(C), pages 104-118.
  • Handle: RePEc:eee:empfin:v:55:y:2020:i:c:p:104-118
    DOI: 10.1016/j.jempfin.2019.11.003
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    as
    1. Meng, Qingbin & Li, Ying & Jiang, Xuanyu & Chan, Kam C., 2017. "Informed or speculative trading? Evidence from short selling before star and non-star analysts’ downgrade announcements in an emerging market," Journal of Empirical Finance, Elsevier, vol. 42(C), pages 240-255.
    2. Zhisheng Li & Bingxuan Lin & Ting Zhang & Chen Chen, 2018. "Does short selling improve stock price efficiency and liquidity? Evidence from a natural experiment in China," The European Journal of Finance, Taylor & Francis Journals, vol. 24(15), pages 1350-1368, October.
    3. Hasbrouck, Joel, 1991. "Measuring the Information Content of Stock Trades," Journal of Finance, American Finance Association, vol. 46(1), pages 179-207, March.
    4. 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.
    5. Kalok Chan & Albert J. Menkveld & Zhishu Yang, 2008. "Information Asymmetry and Asset Prices: Evidence from the China Foreign Share Discount," Journal of Finance, American Finance Association, vol. 63(1), pages 159-196, February.
    6. Chang, Eric C. & Luo, Yan & Ren, Jinjuan, 2014. "Short-selling, margin-trading, and price efficiency: Evidence from the Chinese market," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 411-424.
    7. Bai, Min & Qin, Yafeng, 2014. "Short-sales constraints and liquidity change: Cross-sectional evidence from the Hong Kong Market," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 98-122.
    8. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
    9. Jiang, George J. & Lu, Liangliang & Zhu, Dongming, 2014. "The information content of analyst recommendation revisions — Evidence from the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 29(C), pages 1-17.
    10. repec:bla:jfinan:v:58:y:2003:i:2:p:921-938 is not listed on IDEAS
    11. Arturo Bris & William N. Goetzmann & Ning Zhu, 2007. "Efficiency and the Bear: Short Sales and Markets Around the World," Journal of Finance, American Finance Association, vol. 62(3), pages 1029-1079, June.
    12. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    13. Burton Hollifield & Robert A. Miller & Patrik Sandås & Joshua Slive, 2006. "Estimating the Gains from Trade in Limit‐Order Markets," Journal of Finance, American Finance Association, vol. 61(6), pages 2753-2804, December.
    14. Gikas A. Hardouvelis & Stavros Peristiani, 1992. "Margin Requirements, Speculative Trading, and Stock Price Fluctuations: The Case of Japan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1333-1370.
    15. 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.
    16. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    17. Alessandro Beber & Marco Pagano, 2013. "Short-Selling Bans Around the World: Evidence from the 2007–09 Crisis," Journal of Finance, American Finance Association, vol. 68(1), pages 343-381, February.
    18. 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.
    19. 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.
    20. Marsh, Ian W. & Payne, Richard, 2012. "Banning short sales and market quality: The UK’s experience," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 1975-1986.
    21. Yamamoto, Ryuichi, 2014. "An empirical analysis of non-execution and picking-off risks on the Tokyo Stock Exchange," Journal of Empirical Finance, Elsevier, vol. 29(C), pages 369-383.
    22. Veronica Guerrieri & Robert Shimer, 2014. "Dynamic Adverse Selection: A Theory of Illiquidity, Fire Sales, and Flight to Quality," American Economic Review, American Economic Association, vol. 104(7), pages 1875-1908, July.
    23. Seguin, Paul J., 1990. "Stock volatility and margin trading," Journal of Monetary Economics, Elsevier, vol. 26(1), pages 101-121, August.
    24. 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.
    25. Charles M. Jones, 2012. "Shorting Restrictions: Revisiting the 1930s," The Financial Review, Eastern Finance Association, vol. 47(1), pages 1-35, February.
    26. Bige Kahraman & Heather E. Tookes, 2017. "Trader Leverage and Liquidity," Journal of Finance, American Finance Association, vol. 72(4), pages 1567-1610, August.
    27. Paul Brockman & Dennis Y. Chung, 2003. "Investor Protection and Firm Liquidity," Journal of Finance, American Finance Association, vol. 58(2), pages 921-937, April.
    28. Bhattacharya, Utpal & Spiegel, Matthew, 1991. "Insiders, Outsiders, and Market Breakdowns," The Review of Financial Studies, Society for Financial Studies, vol. 4(2), pages 255-282.
    29. Karthik Balakrishnan & Mary Brooke Billings & Bryan Kelly & Alexander Ljungqvist, 2014. "Shaping Liquidity: On the Causal Effects of Voluntary Disclosure," Journal of Finance, American Finance Association, vol. 69(5), pages 2237-2278, October.
    30. Hirose, Takehide & Kato, Hideaki Kiyoshi & Bremer, Marc, 2009. "Can margin traders predict future stock returns in Japan?," Pacific-Basin Finance Journal, Elsevier, vol. 17(1), pages 41-57, January.
    31. Briana Chang, 2018. "Adverse Selection and Liquidity Distortion," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 275-306.
    32. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    33. Chuang, Wen-I & Lee, Hsiu-Chuan, 2010. "The Impact of Short-Sales Constraints on Liquidity and the Liquidity-Return Relations," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 521-535, November.
    34. Wang, Qian & Wong, T.J. & Xia, Lijun, 2008. "State ownership, the institutional environment, and auditor choice: Evidence from China," Journal of Accounting and Economics, Elsevier, vol. 46(1), pages 112-134, September.
    35. Ausubel, Lawrence M, 1990. "Insider Trading in a Rational Expectations Economy," American Economic Review, American Economic Association, vol. 80(5), pages 1022-1041, December.
    36. Diamond, Douglas W. & Verrecchia, Robert E., 1987. "Constraints on short-selling and asset price adjustment to private information," Journal of Financial Economics, Elsevier, vol. 18(2), pages 277-311, June.
    37. Tan, Lin & Chiang, Thomas C. & Mason, Joseph R. & Nelling, Edward, 2008. "Herding behavior in Chinese stock markets: An examination of A and B shares," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 61-77, January.
    38. Ekkehart Boehmer & Charles M. Jones & Xiaoyan Zhang, 2013. "Shackling Short Sellers: The 2008 Shorting Ban," The Review of Financial Studies, Society for Financial Studies, vol. 26(6), pages 1363-1400.
    39. 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.
    40. Chen, Jun & Kadapakkam, Palani-Rajan & Yang, Ting, 2016. "Short selling, margin trading, and the incorporation of new information into prices," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 1-17.
    41. Saqib Sharif & Hamish D. Anderson & Ben R. Marshall & Henk Berkman, 2014. "Against the tide: the commencement of short selling and margin trading in mainland China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 54(4), pages 1319-1355, December.
    42. Wan, Xiaoyuan, 2018. "Is the idiosyncratic volatility anomaly driven by the MAX or MIN effect? Evidence from the Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 53(C), pages 1-15.
    43. Anat R. Admati, Paul Pfleiderer, 1988. "A Theory of Intraday Patterns: Volume and Price Variability," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 3-40.
    44. Cheng, Louis & Firth, Michael & Leung, T.Y. & Rui, Oliver, 2006. "The effects of insider trading on liquidity," Pacific-Basin Finance Journal, Elsevier, vol. 14(5), pages 467-483, November.
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    7. Zeng, James Si, 2021. "Does regulation of defensive tactics with mandatory rules benefit shareholders? Evidence from event studies in China," International Review of Law and Economics, Elsevier, vol. 66(C).

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    More about this item

    Keywords

    Short-selling; Margin-buying; Liquidity; Limit order book; Adverse selection; Information asymmetry;
    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
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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