IDEAS home Printed from https://ideas.repec.org/a/eee/quaeco/v83y2022icp152-160.html
   My bibliography  Save this article

Variation in option implied volatility spread and future stock returns

Author

Listed:
  • DeLisle, R. Jared
  • Diavatopoulos, Dean
  • Fodor, Andy
  • Kassa, Haimanot

Abstract

A consistent theme in the finance literature is that implied volatility measures have predictive power for future stock returns and thus reflect investor beliefs about future stock valuations. We use the variability of option implied volatility spread as a proxy for the impounding of new information, and changes in the interpretation of existing information, into option prices. Over the 2006–2016 period, we find that the predictive power of option implied volatility spread for future stock returns is significantly greater when implied volatility spread has been more variable in the past. Our results are statistically and economically significant and robust in both univariate and multivariate settings. Overall, our findings suggest a portfolio strategy using the conjunction of both the level and variability of the implied volatility spread results in significantly better portfolio performance than using the level alone.

Suggested Citation

  • DeLisle, R. Jared & Diavatopoulos, Dean & Fodor, Andy & Kassa, Haimanot, 2022. "Variation in option implied volatility spread and future stock returns," The Quarterly Review of Economics and Finance, Elsevier, vol. 83(C), pages 152-160.
  • Handle: RePEc:eee:quaeco:v:83:y:2022:i:c:p:152-160
    DOI: 10.1016/j.qref.2021.12.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1062976921001812
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.qref.2021.12.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Zhi Da & Joseph Engelberg & Pengjie Gao, 2015. "Editor's Choice The Sum of All FEARS Investor Sentiment and Asset Prices," Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 1-32.
    2. Turan G. Bali & Armen Hovakimian, 2009. "Volatility Spreads and Expected Stock Returns," Management Science, INFORMS, vol. 55(11), pages 1797-1812, November.
    3. Josef Lakonishok & Inmoo Lee & Neil D. Pearson & Allen M. Poteshman, 2007. "Option Market Activity," Review of Financial Studies, Society for Financial Studies, vol. 20(3), pages 813-857.
    4. Dean Diavatopoulos & James S. Doran & David R. Peterson, 2008. "The information content in implied idiosyncratic volatility and the cross‐section of stock returns: Evidence from the option markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 28(11), pages 1013-1039, November.
    5. Samir Saadi & Devinder Gandhi & Khaled Elmawazini, 2006. "On the validity of conventional statistical tests given evidence of non-synchronous trading and non-linear dynamics in returns generating process," Applied Economics Letters, Taylor & Francis Journals, vol. 13(5), pages 301-305.
    6. Bekaert, Geert & Hoerova, Marie, 2014. "The VIX, the variance premium and stock market volatility," Journal of Econometrics, Elsevier, vol. 183(2), pages 181-192.
    7. Manaster, Steven & Rendleman, Richard J, Jr, 1982. "Option Prices as Predictors of Equilibrium Stock Prices," Journal of Finance, American Finance Association, vol. 37(4), pages 1043-1057, September.
    8. Jun Pan & Allen M. Poteshman, 2006. "The Information in Option Volume for Future Stock Prices," Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 871-908.
    9. James S. Doran & Andy Fodor & Danling Jiang, 2013. "Call-Put Implied Volatility Spreads and Option Returns," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 3(2), pages 258-290.
    10. Sophie X. Ni & Jun Pan & Allen M. Poteshman, 2008. "Volatility Information Trading in the Option Market," Journal of Finance, American Finance Association, vol. 63(3), pages 1059-1091, June.
    11. Borochin, Paul & Zhao, Yanhui, 2019. "Belief heterogeneity in the option markets and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 107(C), pages 1-1.
    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. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    14. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross‐Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
    15. Baltussen, Guido & van Bekkum, Sjoerd & van der Grient, Bart, 2018. "Unknown Unknowns: Uncertainty About Risk and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1615-1651, August.
    16. R. Jared DeLisle & Dean Diavatopoulos & Andy Fodor & Kevin Krieger, 2017. "Anchoring and Probability Weighting in Option Prices," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(6), pages 614-638, June.
    17. Murad Samsudin, Najmi Ismail & Mohamad, Azhar & Sifat, Imtiaz Mohammad, 2021. "Implied volatility of structured warrants: Emerging market evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 464-479.
    18. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    19. Sheikh, Aamir M & Ronn, Ehud I, 1994. "A Characterization of the Daily and Intraday Behavior of Returns on Options," Journal of Finance, American Finance Association, vol. 49(2), pages 557-579, June.
    20. Gonzalez-Perez, Maria T., 2015. "Model-free volatility indexes in the financial literature: A review," International Review of Economics & Finance, Elsevier, vol. 40(C), pages 141-159.
    21. Lo, Andrew W. & Craig MacKinlay, A., 1990. "An econometric analysis of nonsynchronous trading," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 181-211.
    22. Fassas, Athanasios P. & Papadamou, Stephanos, 2018. "Variance risk premium and equity returns," Research in International Business and Finance, Elsevier, vol. 46(C), pages 462-470.
    23. Atchison, Michael D & Butler, Kirt C & Simonds, Richard R, 1987. "Nonsynchronous Security Trading and Market Index Autocorrelation," Journal of Finance, American Finance Association, vol. 42(1), pages 111-118, March.
    24. Chiang, Raymond & Fong, Wai-Ming, 2001. "Relative informational efficiency of cash, futures, and options markets: The case of an emerging market," Journal of Banking & Finance, Elsevier, vol. 25(2), pages 355-375, February.
    25. Fassas, Athanasios P. & Siriopoulos, Costas, 2021. "Implied volatility indices – A review," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 303-329.
    26. Singh, Vipul Kumar & Nishant, Shreyank & Kumar, Pawan, 2018. "Dynamic and directional network connectedness of crude oil and currencies: Evidence from implied volatility," Energy Economics, Elsevier, vol. 76(C), pages 48-63.
    27. Xing, Yuhang & Zhang, Xiaoyan & Zhao, Rui, 2010. "What Does the Individual Option Volatility Smirk Tell Us About Future Equity Returns?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 641-662, June.
    28. Cremers, Martijn & Weinbaum, David, 2010. "Deviations from Put-Call Parity and Stock Return Predictability," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(2), pages 335-367, April.
    29. George J. Jiang & Yisong S. Tian, 2005. "The Model-Free Implied Volatility and Its Information Content," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1305-1342.
    30. Stephan, Jens A & Whaley, Robert E, 1990. "Intraday Price Change and Trading Volume Relations in the Stock and Stock Option Markets," Journal of Finance, American Finance Association, vol. 45(1), pages 191-220, March.
    31. Li, Yue & W. Goodell, John & Shen, Dehua, 2021. "Does happiness forecast implied volatility? Evidence from nonparametric wave-based Granger causality testing," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 113-122.
    32. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    33. Peter Carr & Liuren Wu, 2009. "Variance Risk Premiums," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1311-1341, March.
    34. Wen Jin & Joshua Livnat & Yuan Zhang, 2012. "Option Prices Leading Equity Prices: Do Option Traders Have an Information Advantage?," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 401-432, May.
    35. Dai, Zhifeng & Zhou, Huiting & Wen, Fenghua & He, Shaoyi, 2020. "Efficient predictability of stock return volatility: The role of stock market implied volatility," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    36. Christensen, B. J. & Prabhala, N. R., 1998. "The relation between implied and realized volatility," Journal of Financial Economics, Elsevier, vol. 50(2), pages 125-150, November.
    37. Alan Moreira & Tyler Muir, 2017. "Volatility-Managed Portfolios," Journal of Finance, American Finance Association, vol. 72(4), pages 1611-1644, August.
    38. Xiao, Jihong & Hu, Chunyan & Ouyang, Guangda & Wen, Fenghua, 2019. "Impacts of oil implied volatility shocks on stock implied volatility in China: Empirical evidence from a quantile regression approach," Energy Economics, Elsevier, vol. 80(C), pages 297-309.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kelley Bergsma & Vivien Csapi & Dean Diavatopoulos & Andy Fodor, 2020. "Show me the money: Option moneyness concentration and future stock returns," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(5), pages 761-775, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alejandro Bernales & Thanos Verousis & Nikolaos Voukelatos & Mengyu Zhang, 2020. "What do we know about individual equity options?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(1), pages 67-91, January.
    2. Ho, Hwai-Chung & Tsai, Wei-Che, 2020. "Price delay and post-earnings announcement drift anomalies: The role of option-implied betas," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    3. Andreou, Panayiotis C. & Kagkadis, Anastasios & Philip, Dennis & Tuneshev, Ruslan, 2018. "Differences in options investors’ expectations and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 315-336.
    4. Suresh Govindaraj & Yubin Li & Chen Zhao, 2020. "The effect of option transaction costs on informed trading in the options market around earnings announcements," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 615-644, May.
    5. Kelley Bergsma & Vivien Csapi & Dean Diavatopoulos & Andy Fodor, 2020. "Show me the money: Option moneyness concentration and future stock returns," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(5), pages 761-775, May.
    6. Lin, Zih-Ying & Chang, Chuang-Chang & Wang, Yaw-Huei, 2018. "The impacts of asymmetric information and short sales on the illiquidity risk premium in the stock option market," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 152-165.
    7. Gkionis, Konstantinos & Kostakis, Alexandros & Skiadopoulos, George & Stilger, Przemyslaw S., 2021. "Positive stock information in out-of-the-money option prices," Journal of Banking & Finance, Elsevier, vol. 128(C).
    8. Guo, Hui & Qiu, Buhui, 2014. "Options-implied variance and future stock returns," Journal of Banking & Finance, Elsevier, vol. 44(C), pages 93-113.
    9. Hollstein, Fabian & Nguyen, Duc Binh Benno & Prokopczuk, Marcel, 2019. "Asset prices and “the devil(s) you know”," Journal of Banking & Finance, Elsevier, vol. 105(C), pages 20-35.
    10. Huang, Tao & Li, Junye, 2019. "Option-Implied variance asymmetry and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 21-36.
    11. Christoffersen, Peter & Jacobs, Kris & Chang, Bo Young, 2013. "Forecasting with Option-Implied Information," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 581-656, Elsevier.
    12. Gilstrap, Collin & Petkevich, Alex & Teterin, Pavel, 2020. "Striking up with the in crowd: When option markets and insiders agree," Journal of Banking & Finance, Elsevier, vol. 120(C).
    13. Amit Goyal & Alessio Saretto, 2022. "Are Equity Option Returns Abnormal? IPCA Says No," Working Papers 2214, Federal Reserve Bank of Dallas.
    14. Borochin, Paul & Zhao, Yanhui, 2019. "Belief heterogeneity in the option markets and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 107(C), pages 1-1.
    15. Diavatopoulos, Dean & Doran, James S. & Fodor, Andy & Peterson, David R., 2012. "The information content of implied skewness and kurtosis changes prior to earnings announcements for stock and option returns," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 786-802.
    16. Jie Cao & Amit Goyal & Xiao Xiao & Xintong Zhan, 2023. "Implied Volatility Changes and Corporate Bond Returns," Management Science, INFORMS, vol. 69(3), pages 1375-1397, March.
    17. Kevin Aretz & Ming-Tsung Lin & Ser-Huang Poon, 2023. "Moneyness, Underlying Asset Volatility, and the Cross-Section of Option Returns," Review of Finance, European Finance Association, vol. 27(1), pages 289-323.
    18. Kanne, Stefan & Korn, Olaf & Uhrig-Homburg, Marliese, 2016. "Stock Illiquidity, option prices, and option returns," CFR Working Papers 16-08, University of Cologne, Centre for Financial Research (CFR).
    19. Delisle, R. Jared & Lee, Bong Soo & Mauck, Nathan, 2012. "The dynamic relation between short sellers, option traders, and aggregate returns," MPRA Paper 42566, University Library of Munich, Germany.
    20. Chun, Dohyun & Cho, Hoon & Ryu, Doojin, 2023. "Discovering the drivers of stock market volatility in a data-rich world," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).

    More about this item

    Keywords

    Options; Implied volatility spread; Information; Stock returns;
    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
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:quaeco:v:83:y:2022:i:c:p:152-160. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620167 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.