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Trading activity and bid-ask spreads of individual equity options

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  • Wei, Jason
  • Zheng, Jinguo

Abstract

We empirically examine the impact of trading activities on the liquidity of individual equity options measured by the proportional bid-ask spread. There are three main findings. First, the option return volatility, defined as the option price elasticity times the stock return volatility, has a much higher power in explaining the spread variations than the commonly considered liquidity determinants such as the stock return volatility and option trading volume. Second, after controlling for all the liquidity determinants, we find a maturity-substitution effect due to expiration cycles. When medium-term options (60-90Â days maturity) are not available, traders use short-term options as substitutes whose higher volume leads to a smaller bid-ask spread or better liquidity. Third, we also find a moneyness-substitution effect induced by the stock return volatility. When the stock return volatility goes up, trading shifts from in-the-money options to out-of-the-money options, causing the latter's spread to narrow.

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  • Wei, Jason & Zheng, Jinguo, 2010. "Trading activity and bid-ask spreads of individual equity options," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2897-2916, December.
  • Handle: RePEc:eee:jbfina:v:34:y:2010:i:12:p:2897-2916
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    1. Menachem Brenner & Rafi Eldor & Shmuel Hauser, 2001. "The Price of Options Illiquidity," Journal of Finance, American Finance Association, vol. 56(2), pages 789-805, April.
    2. Mantecon, Tomas & Poon, Percy, 2009. "An analysis of the liquidity benefits provided by secondary markets," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 335-346, February.
    3. George, Thomas J. & Longstaff, Francis A., 1993. "Bid-Ask Spreads and Trading Activity in the S&P 100 Index Options Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(3), pages 381-397, September.
    4. Stoll, Hans R, 1978. "The Supply of Dealer Services in Securities Markets," Journal of Finance, American Finance Association, vol. 33(4), pages 1133-1151, September.
    5. Rakowski, David & Wang Beardsley, Xiaoxin, 2008. "Decomposing liquidity along the limit order book," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1687-1698, August.
    6. Young-Hye Cho & Robert F. Engle, 1999. "Modeling the Impacts of Market Activity on Bid-Ask Spreads in the Option Market," NBER Working Papers 7331, National Bureau of Economic Research, Inc.
    7. Chan, Justin S.P. & Hong, Dong & Subrahmanyam, Marti G., 2008. "A tale of two prices: Liquidity and asset prices in multiple markets," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 947-960, June.
    8. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    9. Vijh, Anand M, 1990. "Liquidity of the CBOE Equity Options," Journal of Finance, American Finance Association, vol. 45(4), pages 1157-1179, September.
    10. Chong, Beng-Soon & Ding, David K & Tan, Kok-Hui, 2003. "Maturity Effect on Bid-Ask Spreads of OTC Currency Options," Review of Quantitative Finance and Accounting, Springer, vol. 21(1), pages 5-15, July.
    11. 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.
    12. French, Kenneth R. & Roll, Richard, 1986. "Stock return variances : The arrival of information and the reaction of traders," Journal of Financial Economics, Elsevier, vol. 17(1), pages 5-26, September.
    13. Stoll, Hans R, 1978. "The Pricing of Security Dealer Services: An Empirical Study of NASDAQ Stocks," Journal of Finance, American Finance Association, vol. 33(4), pages 1153-1172, September.
    14. Branch, Ben & Freed, Walter, 1977. "Bid-Asked Spreads on the Amex and the Big Board," Journal of Finance, American Finance Association, vol. 32(1), pages 159-163, March.
    15. Cao, Melanie & Wei, Jason, 2010. "Option market liquidity: Commonality and other characteristics," Journal of Financial Markets, Elsevier, vol. 13(1), pages 20-48, February.
    16. McInish, Thomas H & Wood, Robert A, 1992. "An Analysis of Intraday Patterns in Bid/Ask Spreads for NYSE Stocks," Journal of Finance, American Finance Association, vol. 47(2), pages 753-764, June.
    17. Albert Wang, F., 2010. "Informed arbitrage with speculative noise trading," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 304-313, February.
    18. Frino, Alex & Gerace, Dionigi & Lepone, Andrew, 2008. "Liquidity in auction and specialist market structures: Evidence from the Italian bourse," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2581-2588, December.
    19. Ho, Thomas & Stoll, Hans R., 1981. "Optimal dealer pricing under transactions and return uncertainty," Journal of Financial Economics, Elsevier, vol. 9(1), pages 47-73, March.
    20. Deuskar, Prachi & Gupta, Anurag & Subrahmanyam, Marti G., 2011. "Liquidity effect in OTC options markets: Premium or discount?," Journal of Financial Markets, Elsevier, vol. 14(1), pages 127-160, February.
    21. Tinic, Seha M. & West, Richard R., 1972. "Competition and the Pricing of Dealer Service in the Over-the-Counter Stock Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(3), pages 1707-1727, June.
    22. Roll, Richard, 1984. "A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market," Journal of Finance, American Finance Association, vol. 39(4), pages 1127-1139, September.
    23. Neal, Robert, 1987. "Potential Competition and Actual Competition in Equity Options," Journal of Finance, American Finance Association, vol. 42(3), pages 511-531, July.
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    4. Chunbo Liu & Cheng Zhang & Zhiping Zhou, 2018. "From funding liquidity to market liquidity: Evidence from the index options market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(10), pages 1189-1205, October.
    5. Paresh Kumar Narayan & Sagarika Mishra & Seema Narayan, 2015. "New empirical evidence on the bid-ask spread," Applied Economics, Taylor & Francis Journals, vol. 47(42), pages 4484-4500, September.
    6. Changhui Choi & Bong-Gyu Jang & Changki Kim & Sang-youn Roh, 2016. "Net Contribution, Liquidity, and Optimal Pension Management," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(4), pages 913-948, December.
    7. Khoury, Nabil & Perrakis, Stylianos & Savor, Marko, 2011. "Competition, interlisting and market structure in options trading," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 104-117, January.
    8. Asçioglu, Asli & Holowczak, Richard & Louton, David & Saraoglu, Hakan, 2017. "The evolution of market share among the U.S. options market platforms," The Quarterly Review of Economics and Finance, Elsevier, vol. 64(C), pages 196-214.
    9. Guillaume, F., 2015. "The LIX: A model-independent liquidity index," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 214-231.
    10. Nikkinen, Jussi & Rothovius, Timo, 2019. "Market specific seasonal trading behavior in NASDAQ OMX electricity options," Journal of Commodity Markets, Elsevier, vol. 13(C), pages 16-29.
    11. Samarth Shah & B. Wade Brorsen, 2013. "Are liquidity costs higher in options markets or in futures markets?," Applied Financial Economics, Taylor & Francis Journals, vol. 23(8), pages 701-708, April.
    12. Wu, Wei-Shao & Liu, Yu-Jane & Lee, Yi-Tsung & Fok, Robert C.W., 2014. "Hedging costs, liquidity, and inventory management: The evidence from option market makers," Journal of Financial Markets, Elsevier, vol. 18(C), pages 25-48.
    13. Ben Ammar, Imen & Hellara, Slaheddine & Ghadhab, Imen, 2020. "High-frequency trading and stock liquidity: An intraday analysis," Research in International Business and Finance, Elsevier, vol. 53(C).
    14. Narayan, Paresh Kumar & Mishra, Sagarika & Narayan, Seema, 2014. "Spread determinants and the day-of-the-week effect," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(1), pages 51-60.
    15. Yossi Shvimer & Avi Herbon, 2022. "Non-tradability interval for heterogeneous rational players in the option markets," Computational Management Science, Springer, vol. 19(1), pages 133-157, January.
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