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Short selling, margin buying and stock return in China market

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  • Rui Li
  • Nan Li
  • Jiahui Li
  • Chongfeng Wu

Abstract

It is well argued that short sellers are informed traders, and short interests predict future stock returns significantly. However, most researches neglect margin buyers, as twin sisters of short sellers, and keep silent about their impact on stock returns. In this article, we demonstrate that margin buyers significantly impact predictive power of conventional short measures. We document that conventional short measures neglecting margin†buying activities, short interest ratio (SIR) and days to cover (DTC) fail to predict stock return unless our analysis is confined to lightly margin bought stocks. We also show that short†margin trading ratio (SMTR), revised short measure with consideration of margin buying, predict stock return more sharply. What is more, we can form profitable portfolios by the new short measure.

Suggested Citation

  • Rui Li & Nan Li & Jiahui Li & Chongfeng Wu, 2018. "Short selling, margin buying and stock return in China market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(2), pages 477-501, June.
  • Handle: RePEc:bla:acctfi:v:58:y:2018:i:2:p:477-501
    DOI: 10.1111/acfi.12229
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    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Takahashi, Hidetomo & Xu, Peng, 2016. "Trading activities of short-sellers around index deletions: Evidence from the Nikkei 225," Journal of Financial Markets, Elsevier, vol. 27(C), pages 132-146.
    3. Miller, Edward M, 1977. "Risk, Uncertainty, and Divergence of Opinion," Journal of Finance, American Finance Association, vol. 32(4), pages 1151-1168, September.
    4. Nicolae Gârleanu & Lasse Heje Pedersen, 2011. "Margin-based Asset Pricing and Deviations from the Law of One Price," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1980-2022.
    5. 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.
    6. Jose A. Scheinkman & Wei Xiong, 2003. "Overconfidence and Speculative Bubbles," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1183-1219, December.
    7. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    8. 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.
    9. Zhao, Yan & Cheng, Lee-Young & Chang, Chong-Chuo & Ni, Cih-Ying, 2013. "Short sales, margin purchases and bid–ask spreads," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 199-220.
    10. Eric C. Chang & Joseph W. Cheng & Yinghui Yu, 2007. "Short‐Sales Constraints and Price Discovery: Evidence from the Hong Kong Market," Journal of Finance, American Finance Association, vol. 62(5), pages 2097-2121, October.
    11. 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.
    12. 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.
    13. Frazzini, Andrea & Pedersen, Lasse Heje, 2014. "Betting against beta," Journal of Financial Economics, Elsevier, vol. 111(1), pages 1-25.
    14. 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.
    15. 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.
    16. Duffie, Darrell & Garleanu, Nicolae & Pedersen, Lasse Heje, 2002. "Securities lending, shorting, and pricing," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 307-339.
    17. Basu, Sanjoy, 1983. "The relationship between earnings' yield, market value and return for NYSE common stocks : Further evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 129-156, June.
    18. Asjeet Lamba & Mohamed Ariff, 2006. "Short selling restrictions and market completeness: the Malaysian experience," Applied Financial Economics, Taylor & Francis Journals, vol. 16(5), pages 385-393.
    19. Wang, Shu-Feng & Lee, Kuan-Hui, 2015. "Do foreign short-sellers predict stock returns? Evidence from daily short-selling in Korean stock market," Pacific-Basin Finance Journal, Elsevier, vol. 32(C), pages 56-75.
    20. Adam Ashcraft & Nicolae Gârleanu & Lasse Heje Pedersen, 2011. "Two Monetary Tools: Interest Rates and Haircuts," NBER Chapters, in: NBER Macroeconomics Annual 2010, volume 25, pages 143-180, National Bureau of Economic Research, Inc.
    21. 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.
    22. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    23. Jennifer Gippel & Tom Smith & Yushu Zhu, 2015. "Endogeneity in Accounting and Finance Research: Natural Experiments as a State-of-the-Art Solution," Abacus, Accounting Foundation, University of Sydney, vol. 51(2), pages 143-168, June.
    24. Cuoco, Domenico, 1997. "Optimal Consumption and Equilibrium Prices with Portfolio Constraints and Stochastic Income," Journal of Economic Theory, Elsevier, vol. 72(1), pages 33-73, January.
    25. Basak, Suleyman & Croitoru, Benjamin, 2006. "On the role of arbitrageurs in rational markets," Journal of Financial Economics, Elsevier, vol. 81(1), pages 143-173, July.
    26. Ball, Ray, 1978. "Anomalies in relationships between securities' yields and yield-surrogates," Journal of Financial Economics, Elsevier, vol. 6(2-3), pages 103-126.
    27. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    28. Figlewski, Stephen & Webb, Gwendolyn P, 1993. "Options, Short Sales, and Market Completeness," Journal of Finance, American Finance Association, vol. 48(2), pages 761-777, June.
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