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Liquidity risk and exchange-traded fund returns, variances, and tracking errors

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  • Bae, Kyounghun
  • Kim, Daejin

Abstract

We investigate the effect of exchange-traded fund (ETF) liquidity on ETF tracking errors, returns, and volatility in the US. We find that illiquid ETFs have large tracking errors. The effect is more pronounced when underlying assets are less liquid. Returns and liquidity of illiquid ETFs are more sensitive to underlying index returns or ETF market liquidity, or both. Thus, a positive liquidity premium exists in US ETF markets. The ETF variance could be larger than its net asst value variance owing to infrequent trading. In summary, illiquid ETFs are more likely to deviate from their underlying indexes and could be riskier than underlying portfolios.

Suggested Citation

  • Bae, Kyounghun & Kim, Daejin, 2020. "Liquidity risk and exchange-traded fund returns, variances, and tracking errors," Journal of Financial Economics, Elsevier, vol. 138(1), pages 222-253.
  • Handle: RePEc:eee:jfinec:v:138:y:2020:i:1:p:222-253
    DOI: 10.1016/j.jfineco.2019.02.012
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    1. Tarun Chordia & Richard Roll & Avanidhar Subrahmanyam, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, April.
    2. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2007. "Liquidity and Expected Returns: Lessons from Emerging Markets," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1783-1831, November.
    3. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    4. Giovanni Cespa & Thierry Foucault, 2014. "Illiquidity Contagion and Liquidity Crashes," Review of Financial Studies, Society for Financial Studies, vol. 27(6), pages 1615-1660.
    5. Sadka, Ronnie, 2010. "Liquidity risk and the cross-section of hedge-fund returns," Journal of Financial Economics, Elsevier, vol. 98(1), pages 54-71, October.
    6. Richard Roll & Eduardo Schwartz & Avanidhar Subrahmanyam, 2007. "Liquidity and the Law of One Price: The Case of the Futures‐Cash Basis," Journal of Finance, American Finance Association, vol. 62(5), pages 2201-2234, October.
    7. Dannhauser, Caitlin D., 2017. "The impact of innovation: Evidence from corporate bond exchange-traded funds (ETFs)," Journal of Financial Economics, Elsevier, vol. 125(3), pages 537-560.
    8. Itzhak Ben-David & Francesco A. Franzoni & Rabih Moussawi, 2016. "Exchange Traded Funds (ETFs)," Swiss Finance Institute Research Paper Series 16-64, Swiss Finance Institute.
    9. Lee, Charles M C & Shleifer, Andrei & Thaler, Richard H, 1991. "Investor Sentiment and the Closed-End Fund Puzzle," Journal of Finance, American Finance Association, vol. 46(1), pages 75-109, March.
    10. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    11. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    12. Edwin J. Elton, 2002. "Spiders: Where Are the Bugs?," The Journal of Business, University of Chicago Press, vol. 75(3), pages 453-472, July.
    13. Martin Cherkes & Jacob Sagi & Richard Stanton, 2009. "A Liquidity-Based Theory of Closed-End Funds," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 257-297, January.
    14. Lee, Charles M C & Ready, Mark J, 1991. "Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-746, June.
    15. Nashikkar, Amrut & Subrahmanyam, Marti G. & Mahanti, Sriketan, 2011. "Liquidity and Arbitrage in the Market for Credit Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(3), pages 627-656, June.
    16. Doron Israeli & Charles M. C. Lee & Suhas A. Sridharan, 2017. "Is there a dark side to exchange traded funds? An information perspective," Review of Accounting Studies, Springer, vol. 22(3), pages 1048-1083, September.
    17. Fotak, Veljko & Raman, Vikas & Yadav, Pradeep K., 2014. "Fails-to-deliver, short selling, and market quality," Journal of Financial Economics, Elsevier, vol. 114(3), pages 493-516.
    18. Itzhak Ben‐David & Francesco Franzoni & Rabih Moussawi, 2018. "Do ETFs Increase Volatility?," Journal of Finance, American Finance Association, vol. 73(6), pages 2471-2535, December.
    19. Zhi Da & Sophie Shive, 2018. "Exchange traded funds and asset return correlations," European Financial Management, European Financial Management Association, vol. 24(1), pages 136-168, January.
    20. 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.
    21. Agapova, Anna, 2011. "Conventional mutual index funds versus exchange-traded funds," Journal of Financial Markets, Elsevier, vol. 14(2), pages 323-343, May.
    22. Tang, Hongfei & Xu, Xiaoqing Eleanor, 2013. "Solving the Return Deviation Conundrum of Leveraged Exchange-Traded Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(1), pages 309-342, February.
    23. 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.
    24. 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.
    25. Lo, Andrew W. & Craig MacKinlay, A., 1990. "An econometric analysis of nonsynchronous trading," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 181-211.
    26. Robert Battalio & Paul Schultz, 2011. "Regulatory Uncertainty and Market Liquidity: The 2008 Short Sale Ban's Impact on Equity Option Markets," Journal of Finance, American Finance Association, vol. 66(6), pages 2013-2053, December.
    27. Craig W. Holden & Stacey Jacobsen & Avanidhar Subrahmanyam, 2014. "The Empirical Analysis of Liquidity," Foundations and Trends(R) in Finance, now publishers, vol. 8(4), pages 263-365, December.
    28. Boni, Leslie, 2006. "Strategic delivery failures in U.S. equity markets," Journal of Financial Markets, Elsevier, vol. 9(1), pages 1-26, February.
    29. Getmansky, Mila & Lo, Andrew W. & Makarov, Igor, 2004. "An econometric model of serial correlation and illiquidity in hedge fund returns," Journal of Financial Economics, Elsevier, vol. 74(3), pages 529-609, December.
    30. Boehmer, Beatrice & Boehmer, Ekkehart, 2003. "Trading your neighbor's ETFs: Competition or fragmentation?," Journal of Banking & Finance, Elsevier, vol. 27(9), pages 1667-1703, September.
    31. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1996. "Market microstructure and asset pricing: On the compensation for illiquidity in stock returns," Journal of Financial Economics, Elsevier, vol. 41(3), pages 441-464, July.
    32. Christopher P. Clifford & Jon A. Fulkerson & Bradford D. Jordan, 2014. "What Drives ETF Flows?," The Financial Review, Eastern Finance Association, vol. 49(3), pages 619-642, August.
    33. Lee, Kuan-Hui, 2011. "The world price of liquidity risk," Journal of Financial Economics, Elsevier, vol. 99(1), pages 136-161, January.
    34. Scott W. Barnhart & Stuart Rosenstein, 2010. "Exchange‐Traded Fund Introductions and Closed‐End Fund Discounts and Volume," The Financial Review, Eastern Finance Association, vol. 45(4), pages 973-994, November.
    35. Karpoff, Jonathan M., 1987. "The Relation between Price Changes and Trading Volume: A Survey," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(1), pages 109-126, March.
    36. Huang, Roger D & Stoll, Hans R, 1994. "Market Microstructure and Stock Return Predictions," Review of Financial Studies, Society for Financial Studies, vol. 7(1), pages 179-213.
    37. Joel Hasbrouck, 2003. "Intraday Price Formation in U.S. Equity Index Markets," Journal of Finance, American Finance Association, vol. 58(6), pages 2375-2400, December.
    38. Eckbo, B. Espen & Norli, Oyvind, 2005. "Liquidity risk, leverage and long-run IPO returns," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 1-35, March.
    39. Jeffrey Pontiff, 1996. "Costly Arbitrage: Evidence from Closed-End Funds," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1135-1151.
    40. Ananth Madhavan, 2014. "Exchange-Traded Funds: An Overview of Institutions, Trading, and Impacts," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 311-341, December.
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    4. Devmali Perera & Jędrzej Białkowski & Martin T. Bohl, 2022. "Is the Tracking Error Time-Varying? Evidence from Agricultural ETCs," Working Papers in Economics 22/13, University of Canterbury, Department of Economics and Finance.
    5. Mariano González-Sánchez & Eva M. Ibáñez Jiménez & Ana I. Segovia San Juan, 2021. "Market and Liquidity Risks Using Transaction-by-Transaction Information," Mathematics, MDPI, vol. 9(14), pages 1-14, July.
    6. Cortes, Gustavo S. & Gao, George P. & Silva, Felipe B.G. & Song, Zhaogang, 2022. "Unconventional monetary policy and disaster risk: Evidence from the subprime and COVID–19 crises," Journal of International Money and Finance, Elsevier, vol. 122(C).
    7. Goel, Garima & Ahluwalia, Eshan, 2021. "Do pricing efficiencies in Indian equity ETF market impact its performance?," Global Finance Journal, Elsevier, vol. 49(C).

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    More about this item

    Keywords

    Exchange-traded funds (ETFs); Liquidity; Tracking errors; Volatility;
    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

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