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Leverage Is a Double‐Edged Sword

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  • AVANIDHAR SUBRAHMANYAM
  • KE TANG
  • JINGYUAN WANG
  • XUEWEI YANG

Abstract

We use proprietary data on intraday transactions at a futures brokerage to analyze how implied leverage influences trading performance. Across all investors, leverage is negatively related to performance, due partly to increased trading costs and partly to forced liquidations resulting from margin calls. Defining skill out‐of‐sample, we find that relative performance differentials across unskilled and skilled investors persist. Unskilled investors' leverage amplifies losses from lottery preferences and the disposition effect. Leverage stimulates liquidity provision by skilled investors, and enhances returns. Although regulatory increases in required margins decrease skilled investors' returns, they enhance overall returns, and attenuate return volatility.

Suggested Citation

  • Avanidhar Subrahmanyam & Ke Tang & Jingyuan Wang & Xuewei Yang, 2024. "Leverage Is a Double‐Edged Sword," Journal of Finance, American Finance Association, vol. 79(2), pages 1579-1634, April.
  • Handle: RePEc:bla:jfinan:v:79:y:2024:i:2:p:1579-1634
    DOI: 10.1111/jofi.13316
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    References listed on IDEAS

    as
    1. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," Working Papers 1398, Princeton University, Department of Economics, Econometric Research Program..
    2. Bauer, Rob & Cosemans, Mathijs & Eichholtz, Piet, 2009. "Option trading and individual investor performance," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 731-746, April.
    3. Wei Xiong & Jialin Yu, 2011. "The Chinese Warrants Bubble," American Economic Review, American Economic Association, vol. 101(6), pages 2723-2753, October.
    4. Denis Davydov & Jarkko Peltomäki, 2023. "Investor attention and the use of leverage," The Financial Review, Eastern Finance Association, vol. 58(2), pages 287-313, May.
    5. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    6. Juhani T. Linnainmaa, 2010. "Do Limit Orders Alter Inferences about Investor Performance and Behavior?," Journal of Finance, American Finance Association, vol. 65(4), pages 1473-1506, August.
    7. 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.
    8. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    9. Sanford J. Grossman & Merton H. Miller, 1988. "Liquidity and Market Structure," NBER Working Papers 2641, National Bureau of Economic Research, Inc.
    10. Rafeld, Hagen & Fritz-Morgenthal, Sebastian & Posch, Peter N., 2017. "Behavioural patterns in rogue trading: Analysing the cases of Nick Leeson, Jérôme Kerviel and Kweku Adoboli — Part 1," Journal of Financial Compliance, Henry Stewart Publications, vol. 1(2), pages 156-171, September.
    11. Joshua D Coval & David Hirshleifer & Tyler Shumway, 2021. "Can Individual Investors Beat the Market?," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 11(3), pages 552-579.
    12. Hong, Harrison & Kubik, Jeffrey D. & Fishman, Tal, 2012. "Do arbitrageurs amplify economic shocks?," Journal of Financial Economics, Elsevier, vol. 103(3), pages 454-470.
    13. Stefan Nagel, 2012. "Evaporating Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 25(7), pages 2005-2039.
    14. Mark Grinblatt & Matti Keloharju, 2001. "What Makes Investors Trade?," Journal of Finance, American Finance Association, vol. 56(2), pages 589-616, April.
    15. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    16. Alok Kumar, 2009. "Who Gambles in the Stock Market?," Journal of Finance, American Finance Association, vol. 64(4), pages 1889-1933, August.
    17. Marco Di Maggio & Amir Kermani, 2017. "Credit-Induced Boom and Bust," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3711-3758.
    18. Jiang Luo & Avanidhar Subrahmanyam, 2019. "Asset pricing when trading is for entertainment," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 11(2), pages 220-264, June.
    19. Ang, Andrew & Gorovyy, Sergiy & van Inwegen, Gregory B., 2011. "Hedge fund leverage," Journal of Financial Economics, Elsevier, vol. 102(1), pages 102-126, October.
    20. Fostel, Ana & Geanakoplos, John, 2012. "Why does bad news increase volatility and decrease leverage?," Journal of Economic Theory, Elsevier, vol. 147(2), pages 501-525.
    21. Heimer, Rawley & Simsek, Alp, 2019. "Should retail investors’ leverage be limited?," Journal of Financial Economics, Elsevier, vol. 132(3), pages 1-21.
    22. Xindan Li & Avanidhar Subrahmanyam & Xuewei Yang & Wei Jiang, 2021. "Winners, Losers, and Regulators in a Derivatives Market Bubble," Review of Economic Studies, Oxford University Press, vol. 34(1), pages 313-350.
    23. Barber, Brad M. & Odean, Terrance, 2013. "The Behavior of Individual Investors," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1533-1570, Elsevier.
    24. Neil D Pearson & Zhishu Yang & Qi Zhang & Stijn Van Nieuwerburgh, 2021. "The Chinese Warrants Bubble: Evidence from Brokerage Account Records," Review of Economic Studies, Oxford University Press, vol. 34(1), pages 264-312.
    25. Terrance Odean, 1999. "Do Investors Trade Too Much?," American Economic Review, American Economic Association, vol. 89(5), pages 1279-1298, December.
    26. Santa-Clara, Pedro & Saretto, Alessio, 2009. "Option strategies: Good deals and margin calls," Journal of Financial Markets, Elsevier, vol. 12(3), pages 391-417, August.
    27. repec:bla:jfinan:v:43:y:1988:i:3:p:617-37 is not listed on IDEAS
    28. Ivo Welch, 2022. "The Wisdom of the Robinhood Crowd," Journal of Finance, American Finance Association, vol. 77(3), pages 1489-1527, June.
    29. Bruce I. Jacobs & Kenneth N. Levy, 2012. "Leverage Aversion and Portfolio Optimality," Financial Analysts Journal, Taylor & Francis Journals, vol. 68(5), pages 89-94, September.
    30. Ron Kaniel & Gideon Saar & Sheridan Titman, 2008. "Individual Investor Trading and Stock Returns," Journal of Finance, American Finance Association, vol. 63(1), pages 273-310, February.
    31. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, February.
    32. 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.
    33. Xindan Li & Avanidhar Subrahmanyam & Xuewei Yang, 2021. "Winners, Losers, and Regulators in a Derivatives Market Bubble [Bubbles and crashes]," The Review of Financial Studies, Society for Financial Studies, vol. 34(1), pages 313-350.
    34. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    35. Bessembinder, Hendrik & Seguin, Paul J., 1993. "Price Volatility, Trading Volume, and Market Depth: Evidence from Futures Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(1), pages 21-39, March.
    36. Mark Grinblatt & Matti Keloharju, 2009. "Sensation Seeking, Overconfidence, and Trading Activity," Journal of Finance, American Finance Association, vol. 64(2), pages 549-578, April.
    37. repec:bla:jfinan:v:53:y:1998:i:5:p:1775-1798 is not listed on IDEAS
    38. John Geanakoplos, 2009. "The Leverage Cycle," Cowles Foundation Discussion Papers 1715R, Cowles Foundation for Research in Economics, Yale University, revised Jan 2010.
    39. Campbell R. Harvey & Yan Liu, 2022. "Luck versus Skill in the Cross Section of Mutual Fund Returns: Reexamining the Evidence," Journal of Finance, American Finance Association, vol. 77(3), pages 1921-1966, June.
    40. Grinblatt, Mark & Keloharju, Matti & Linnainmaa, Juhani T., 2012. "IQ, trading behavior, and performance," Journal of Financial Economics, Elsevier, vol. 104(2), pages 339-362.
    41. Ivković, Zoran & Sialm, Clemens & Weisbenner, Scott, 2008. "Portfolio Concentration and the Performance of Individual Investors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(3), pages 613-655, September.
    42. Neil D Pearson & Zhishu Yang & Qi Zhang, 2021. "The Chinese Warrants Bubble: Evidence from Brokerage Account Records [Bubbles and crises]," The Review of Financial Studies, Society for Financial Studies, vol. 34(1), pages 264-312.
    43. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
    44. Fishman, Michael J & Longstaff, Francis A, 1992. "Dual Trading in Futures Markets," Journal of Finance, American Finance Association, vol. 47(2), pages 643-671, June.
    45. Bian, Jiangze & Da, Zhi & He, Zhiguo & Lou, Dong & Shue, Kelly & Zhou, Hao, 2021. "Margin trading and leverage management," LSE Research Online Documents on Economics 118851, London School of Economics and Political Science, LSE Library.
    46. Steffen Meyer & Michaela Pagel, 2022. "Fully Closed: Individual Responses to Realized Gains and Losses," Journal of Finance, American Finance Association, vol. 77(3), pages 1529-1585, June.
    47. Bige Kahraman & Heather E. Tookes, 2017. "Trader Leverage and Liquidity," Journal of Finance, American Finance Association, vol. 72(4), pages 1567-1610, August.
    48. 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.
    49. Mark Grinblatt & Matti Keloharju, 2000. "What Makes Investors Trade?," Yale School of Management Working Papers ysm146, Yale School of Management, revised 01 Nov 2001.
    50. Matthew Baron & Wei Xiong, 2017. "Credit Expansion and Neglected Crash Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 713-764.
    51. Feng, Xu & Lu, Lei & Xiao, Yajun, 2020. "Shadow banks, leverage risks, and asset prices," Journal of Economic Dynamics and Control, Elsevier, vol. 111(C).
    52. Barberis, Nicholas & Greenwood, Robin & Jin, Lawrence & Shleifer, Andrei, 2018. "Extrapolation and bubbles," Journal of Financial Economics, Elsevier, vol. 129(2), pages 203-227.
    53. Rawley Z Heimer & Alex Imas, 2022. "Biased by Choice: How Financial Constraints Can Reduce Financial Mistakes," The Review of Financial Studies, Society for Financial Studies, vol. 35(4), pages 1643-1681.
    54. Li, Xindan & Subrahmanyam, Avanidhar & Yang, Xuewei, 2018. "Can financial innovation succeed by catering to behavioral preferences? Evidence from a callable options market," Journal of Financial Economics, Elsevier, vol. 128(1), pages 38-65.
    55. Hugonnier, Julien & Prieto, Rodolfo, 2015. "Asset pricing with arbitrage activity," Journal of Financial Economics, Elsevier, vol. 115(2), pages 411-428.
    56. Chowdhry, Bhagwan & Nanda, Vikram, 1998. "Leverage and Market Stability: The Role of Margin Rules and Price Limits," The Journal of Business, University of Chicago Press, vol. 71(2), pages 179-210, April.
    57. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
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