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Option Trading Activity, News Releases, and Stock Return Predictability

Author

Listed:
  • David Weinbaum

    (Whitman School of Management, Syracuse University, Syracuse, New York 13244)

  • Andrew Fodor

    (College of Business, Ohio University, Athens, Ohio 45701)

  • Dmitriy Muravyev

    (Broad College of Business, Michigan State University, East Lansing, Michigan 48824)

  • Martijn Cremers

    (Mendoza College of Business, University of Notre Dame, Notre Dame, Indiana 46556)

Abstract

We examine which categories of option trading volume carry information about future stock prices around corporate news announcements. We predict and find that purchases of options are informative on news days and ahead of unscheduled events but not before scheduled events, and sales of options predict returns only ahead of scheduled news releases. Therefore, although the arrival of new information is an important reason why option volume predicts stock returns, this relation depends on whether the information is scheduled or unscheduled because only the former affects volatility and thus option prices. We also study how trading costs and margin costs affect ex post profitability around news.

Suggested Citation

  • David Weinbaum & Andrew Fodor & Dmitriy Muravyev & Martijn Cremers, 2023. "Option Trading Activity, News Releases, and Stock Return Predictability," Management Science, INFORMS, vol. 69(8), pages 4810-4827, August.
  • Handle: RePEc:inm:ormnsc:v:69:y:2023:i:8:p:4810-4827
    DOI: 10.1287/mnsc.2022.4543
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    References listed on IDEAS

    as
    1. Jun Pan & Allen M. Poteshman, 2006. "The Information in Option Volume for Future Stock Prices," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 871-908.
    2. Dmitriy Muravyev & Neil D Pearson & Stijn Van Nieuwerburgh, 2020. "Options Trading Costs Are Lower than You Think [Direct estimation of equity market impact]," Review of Financial Studies, Society for Financial Studies, vol. 33(11), pages 4973-5014.
    3. Johnson, Travis L. & So, Eric C., 2012. "The option to stock volume ratio and future returns," Journal of Financial Economics, Elsevier, vol. 106(2), pages 262-286.
    4. Anna Scherbina & Bernd Schlusche, 2020. "Follow the Leader: Using the Stock Market to Uncover Information Flows between Firms [Trade credit and cross-country predictable firm returns]," Review of Finance, European Finance Association, vol. 24(1), pages 189-225.
    5. Engelberg, Joseph E. & Reed, Adam V. & Ringgenberg, Matthew C., 2012. "How are shorts informed?," Journal of Financial Economics, Elsevier, vol. 105(2), pages 260-278.
    6. Chan, Konan & Ge, Li & Lin, Tse-Chun, 2015. "Informational Content of Options Trading on Acquirer Announcement Return," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(5), pages 1057-1082, October.
    7. Heston, Steven L, 1993. "A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options," Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 327-343.
    8. Back, Kerry, 1993. "Asymmetric Information and Options," Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 435-472.
    9. Lo, Andrew W & MacKinlay, A Craig, 1990. "When Are Contrarian Profits Due to Stock Market Overreaction?," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 175-205.
    10. Simon Gervais & Ron Kaniel & Dan H. Mingelgrin, 2001. "The High‐Volume Return Premium," Journal of Finance, American Finance Association, vol. 56(3), pages 877-919, June.
    11. Patell, James M. & Wolfson, Mark A., 1979. "Anticipated information releases reflected in call option prices," Journal of Accounting and Economics, Elsevier, vol. 1(2), pages 117-140, August.
    12. 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.
    13. Brennan, Michael J & Cao, H Henry, 1996. "Information, Trade, and Derivative Securities," Review of Financial Studies, Society for Financial Studies, vol. 9(1), pages 163-208.
    14. Charles Cao & Zhiwu Chen & John M. Griffin, 2005. "Informational Content of Option Volume Prior to Takeovers," The Journal of Business, University of Chicago Press, vol. 78(3), pages 1073-1109, May.
    15. Dmitriy Muravyev, 2016. "Order Flow and Expected Option Returns," Journal of Finance, American Finance Association, vol. 71(2), pages 673-708, April.
    16. Patell, Jm & Wolfson, Ma, 1981. "The Ex Ante And Ex Post Price Effects Of Quarterly Earnings Announcements Reflected In Option And Stock-Prices," Journal of Accounting Research, Wiley Blackwell, vol. 19(2), pages 434-458.
    17. Hendershott, Terrence & Livdan, Dmitry & Schürhoff, Norman, 2015. "Are institutions informed about news?," Journal of Financial Economics, Elsevier, vol. 117(2), pages 249-287.
    18. Kumar, Raman & Sarin, Atulya & Shastri, Kuldeep, 1992. "The Behavior of Option Price around Large Block Transactions in the Underlying Security," Journal of Finance, American Finance Association, vol. 47(3), pages 879-889, July.
    19. Byeong-Je An & Andrew Ang & Turan G. Bali & Nusret Cakici, 2014. "The Joint Cross Section of Stocks and Options," Journal of Finance, American Finance Association, vol. 69(5), pages 2279-2337, October.
    20. 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.
    21. Muravyev, Dmitriy & Ni, Xuechuan (Charles), 2020. "Why do option returns change sign from day to night?," Journal of Financial Economics, Elsevier, vol. 136(1), pages 219-238.
    22. Ge, Li & Lin, Tse-Chun & Pearson, Neil D., 2016. "Why does the option to stock volume ratio predict stock returns?," Journal of Financial Economics, Elsevier, vol. 120(3), pages 601-622.
    23. Ekkehart Boehmer & Charles M Jones & Juan (Julie) Wu & Xiaoyan Zhang, 2020. "What Do Short Sellers Know?," Review of Finance, European Finance Association, vol. 24(6), pages 1203-1235.
    24. Tarun Chordia & Bhaskaran Swaminathan, 2000. "Trading Volume and Cross‐Autocorrelations in Stock Returns," Journal of Finance, American Finance Association, vol. 55(2), pages 913-935, April.
    25. Barber, Brad M. & De George, Emmanuel T. & Lehavy, Reuven & Trueman, Brett, 2013. "The earnings announcement premium around the globe," Journal of Financial Economics, Elsevier, vol. 108(1), pages 118-138.
    26. 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.
    27. Andrew Dubinsky & Michael Johannes & Andreas Kaeck & Norman J Seeger, 2019. "Option Pricing of Earnings Announcement Risks," Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 646-687.
    28. Boulland, Romain & Dessaint, Olivier, 2017. "Announcing the announcement," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 59-79.
    29. 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.
    30. Michelle Lowry & Marco Rossi & Zhongyan Zhu, 2019. "Informed Trading by Advisor Banks: Evidence from Options Holdings," Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 605-645.
    31. Gao, Chao & Xing, Yuhang & Zhang, Xiaoyan, 2018. "Anticipating Uncertainty: Straddles around Earnings Announcements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(6), pages 2587-2617, December.
    32. Patrick Augustin & Menachem Brenner & Marti G. Subrahmanyam, 2019. "Informed Options Trading Prior to Takeover Announcements: Insider Trading?," Management Science, INFORMS, vol. 65(12), pages 5697-5720, December.
    33. Cao, H Henry, 1999. "The Effect of Derivative Assets on Information Acquisition and Price Behavior in a Rational Expectations Equilibrium," Review of Financial Studies, Society for Financial Studies, vol. 12(1), pages 131-163.
    34. Biais, Bruno & Hillion, Pierre, 1994. "Insider and Liquidity Trading in Stock and Options Markets," Review of Financial Studies, Society for Financial Studies, vol. 7(4), pages 743-780.
    35. Lin, Tse-Chun & Lu, Xiaolong, 2015. "Why do options prices predict stock returns? Evidence from analyst tipping," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 17-28.
    36. Xintong (Eunice) Zhan & Bing Han & Jie Cao & Qing Tong, 2022. "Option Return Predictability," Review of Financial Studies, Society for Financial Studies, vol. 35(3), pages 1394-1442.
    37. Edward Xuejun Li & K. Ramesh & Min Shen & Joanna Shuang Wu, 2015. "Do Analyst Stock Recommendations Piggyback on Recent Corporate News? An Analysis of Regular‐Hour and After‐Hours Revisions," Journal of Accounting Research, Wiley Blackwell, vol. 53(4), pages 821-861, September.
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