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Passive funds affect prices: evidence from the most ETF-dominated asset classes

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  • Karamfil Todorov

Abstract

This paper studies exchange-traded funds’ (ETFs) price impact in the most ETF-dominated asset classes: volatility (VIX) and commodities. I propose a modelindependent approach to replicate the VIX futures contract. This allows me to isolate a non-fundamental component in VIX futures prices that is strongly related to the rebalancing of ETFs. To understand the source of that component, I decompose trading demand from ETFs into three parts: leverage rebalancing, calendar rebalancing, and flow rebalancing. Leverage rebalancing has the largest effects. It amplifies price changes and exposes ETF counterparties negatively to variance.

Suggested Citation

  • Karamfil Todorov, 2021. "Passive funds affect prices: evidence from the most ETF-dominated asset classes," BIS Working Papers 952, Bank for International Settlements.
    • Handle: RePEc:bis:biswps:952
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    References listed on IDEAS

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    1. Barras, Laurent & Malkhozov, Aytek, 2016. "Does variance risk have two prices? Evidence from the equity and option markets," Journal of Financial Economics, Elsevier, vol. 121(1), pages 79-92.
    2. Ohad Kadan & Xiaoxiao Tang, 2020. "A Bound on Expected Stock Returns," Review of Finance, European Finance Association, vol. 33(4), pages 1565-1617.
    3. Hasbrouck, Joel, 1995. "One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-1199, September.
    4. Ian Martin, 2017. "What is the Expected Return on the Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 367-433.
    5. 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.
    6. Breeden, Douglas T & Litzenberger, Robert H, 1978. "Prices of State-contingent Claims Implicit in Option Prices," The Journal of Business, University of Chicago Press, vol. 51(4), pages 621-651, October.
    7. Shleifer, Andrei & Vishny, Robert W, 1997. "The Limits of Arbitrage," Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
    8. Vladyslav Sushko & Grant Turner, 2018. "The implications of passive investing for securities markets," BIS Quarterly Review, Bank for International Settlements, March.
    9. Suleyman Basak & Anna Pavlova, 2016. "A Model of Financialization of Commodities," Journal of Finance, American Finance Association, vol. 71(4), pages 1511-1556, August.
    10. Denis Gromb & Dimitri Vayanos, 2018. "The Dynamics of Financially Constrained Arbitrage," Journal of Finance, American Finance Association, vol. 73(4), pages 1713-1750, August.
    11. 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.
    12. Semyon MALAMUD, 2015. "A Dynamic Equilibrium Model of ETFs," Swiss Finance Institute Research Paper Series 15-37, Swiss Finance Institute.
    13. Yacine Ait-Sahalia & Mustafa Karaman & Loriano Mancini, 2018. "The Term Structure of Variance Swaps and Risk Premia," Swiss Finance Institute Research Paper Series 18-37, Swiss Finance Institute.
    14. Pagano, Marco & Sánchez Serrano, Antonio & Zechner, Jozef, 2019. "Can ETFs contribute to systemic risk?," Report of the Advisory Scientific Committee 9, European Systemic Risk Board.
    15. Nicolae Garleanu & Lasse Heje Pedersen & Allen M. Poteshman, 2009. "Demand-Based Option Pricing," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4259-4299, October.
    16. Ohad Kadan & Xiaoxiao Tang, 2020. "A Bound on Expected Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 33(4), pages 1565-1617.
    17. Gromb, Denis & Vayanos, Dimitri, 2002. "Equilibrium and welfare in markets with financially constrained arbitrageurs," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 361-407.
    18. 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.
    19. Bardgett, Chris & Gourier, Elise & Leippold, Markus, 2019. "Inferring volatility dynamics and risk premia from the S&P 500 and VIX markets," Journal of Financial Economics, Elsevier, vol. 131(3), pages 593-618.
    20. Adrian Fernandez‐Perez & Bart Frijns & Alireza Tourani‐Rad & Robert I. Webb, 2019. "Does increased hedging lead to decreased price efficiency? The case of VIX ETPs and VIX futures," The Financial Review, Eastern Finance Association, vol. 54(3), pages 477-500, August.
    21. Eraker, Bjørn & Wu, Yue, 2017. "Explaining the negative returns to volatility claims: An equilibrium approach," Journal of Financial Economics, Elsevier, vol. 125(1), pages 72-98.
    22. Peter Carr & Liuren Wu, 2009. "Variance Risk Premiums," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1311-1341, March.
    23. Ing-Haw Cheng, 2019. "The VIX Premium," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 180-227.
    24. Shleifer, Andrei, 1986. "Do Demand Curves for Stocks Slope Down?," Journal of Finance, American Finance Association, vol. 41(3), pages 579-590, July.
    25. Fama, Eugene F & Bliss, Robert R, 1987. "The Information in Long-Maturity Forward Rates," American Economic Review, American Economic Association, vol. 77(4), pages 680-692, September.
    26. Sophie X Ni & Neil D Pearson & Allen M Poteshman & Joshua White & Andrew Karolyi, 2021. "Does Option Trading Have a Pervasive Impact on Underlying Stock Prices? [Equity market impact]," The Review of Financial Studies, Society for Financial Studies, vol. 34(4), pages 1952-1986.
    27. Ian Martin, 2011. "Simple Variance Swaps," NBER Working Papers 16884, National Bureau of Economic Research, Inc.
    28. Sirio Aramonte & Karamfil Todorov, 2021. "Futures-based commodity ETFs when storage is constrained," BIS Bulletins 41, Bank for International Settlements.
    29. Hendrik Hülsbusch & Alexander Kraftschik, 2018. "Consistency between S&P500 and VIX derivatives: Insights from model‐free VIX futures pricing," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(8), pages 977-995, August.
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    Cited by:

    1. Sirio Aramonte & Andreas Schrimpf & Hyun Song Shin, 2023. "Non-bank financial intermediaries and financial stability," Chapters, in: Refet S. Gürkaynak & Jonathan H. Wright (ed.), Research Handbook of Financial Markets, chapter 7, pages 147-170, Edward Elgar Publishing.
    2. John J Shim & Karamfil Todorov, 2021. "ETFs, illiquid assets, and fire sales," BIS Working Papers 975, Bank for International Settlements.

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    More about this item

    Keywords

    ETF; leverage; commoditization; VIX; futures;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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