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Gambling Preferences, Options Markets, and Volatility

Published online by Cambridge University Press:  02 May 2016

Benjamin M. Blau*
Affiliation:
ben.blau@usu.edu, Utah State University, Huntsman School of Business, Logan, UT 84322
T. Boone Bowles
Affiliation:
boone.bowles@gmail.com, University of North Carolina at Chapel Hill, Kenan-Flagler Business School, Chapel Hill, NC 27599.
Ryan J. Whitby
Affiliation:
ryan.whitby@usu.edu, Utah State University, Huntsman School of Business, Logan, UT 84322
*
*Corresponding author: ben.blau@usu.edu

Abstract

This study examines whether the gambling behavior of investors affects volume and volatility in financial markets. Focusing on the options market, we find that the ratio of call option volume relative to total option volume is greatest for stocks with return distributions that resemble lotteries. Consistent with the theoretical predictions of Stein (1987), we demonstrate that gambling-motivated trading in the options market influences future spot price volatility. These results not only identify a link between lottery preferences in the stock market and the options market, but they also suggest that lottery preferences can lead to destabilized stock prices.

Type
Research Articles
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2016 

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References

Arditti, F. “Risk and Required Return on Equity.” Journal of Finance, 22 (1967), 1936.CrossRefGoogle Scholar
Arrow, K. “The Role of Securities in the Optimal Allocation of Risk-Bearing.” Review of Economics Studies, 31 (1964), 9196.CrossRefGoogle Scholar
Baker, M., and Wurgler, J.. “Investor Sentiment in the Stock Market.” Journal of Economic Perspectives, 21 (2007), 129151.CrossRefGoogle Scholar
Bali, T.; Cakici, N.; and Whitelaw, R.. “Maxing Out: Stocks as Lotteries and the Cross-Section of Expected Returns.” Journal of Financial Economics, 99 (2011), 427446.CrossRefGoogle Scholar
Barberis, N., and Huang, M.. “Stocks as Lotteries: The Implications of Probability Weighting for Security Prices.” American Economic Review, 98 (2008), 20662100.CrossRefGoogle Scholar
Benartzi, S., and Thaler, R. H.. “Myopic Loss-Aversion and the Equity Premium Puzzle.” Quarterly Journal of Economics, 110 (1995), 7392.CrossRefGoogle Scholar
Black, F. “Fact and Fantasy in the Use of Options.” Financial Analysts Journal, 31 (1975), 3641.CrossRefGoogle Scholar
Boyer, B.; Mitton, T.; and Vorkink, K.. “Expected Idiosyncratic Skewness.” Review of Financial Studies, 23 (2010), 169202.CrossRefGoogle Scholar
Boyer, B., and Vorkink, K.. “Stock Options as Lotteries.” Journal of Finance, 69 (2014), 14851527.CrossRefGoogle Scholar
Brandt, M.; Brav, A.; Graham, J.; and Kumar, A.. “The Idiosyncratic Volatility Puzzle: Time Trend or Speculative Episodes?” Review of Financial Studies, 23 (2010), 863899.CrossRefGoogle Scholar
Brunnermeier, M. K.; Gollier, C.; and Parker, J. A.. “Optimal Beliefs, Asset Prices, and the Preference for Skewed Returns.” American Economic Review, 97 (2007), 159165.CrossRefGoogle Scholar
Brunnermeier, M. K., and Parker, J. A.. “Optimal Expectations.” American Economic Review, 95 (2005), 10921118.CrossRefGoogle Scholar
Campbell, J.; Grossman, S.; and Wang, J.. “Trading Volume and Serial Correlation in Stock Returns.” Quarterly Journal of Economics, 108 (1993), 905939.CrossRefGoogle Scholar
Campbell, J.; Lettau, M.; Malkiel, B.; and Xu, Y.. “Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk.” Journal of Finance, 56 (2001), 143.CrossRefGoogle Scholar
Conine, T. Jr., and Tamarkin, M.. “On Diversification Given Asymmetry in Returns.” Journal of Finance, 35 (1981), 11431155.CrossRefGoogle Scholar
Covrig, V., and Ng, L.. “Volume Autocorrelation, Information, and Investor Trading.” Journal of Banking and Finance, 28 (2004), 21552174.CrossRefGoogle Scholar
Danthine, J. P. “Information, Futures Prices, and Stabilizing Speculation.” Journal of Economic Theory, 17 (1978), 7998.CrossRefGoogle Scholar
Easley, D.; O’Hara, M.; and Srinivas, P.. “Option Volume and Stock Prices: Evidence on Where Informed Traders Trade.” Journal of Finance, 53 (1998), 431465.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Industry Costs of Equity.” Journal of Financial Economics, 43 (1997), 153193.CrossRefGoogle Scholar
Friedman, M. Essays in Positive Economics. Chicago, IL: University of Chicago Press (1953).Google Scholar
Garrett, T. A., and Sobel, R. S.. “Gamblers Favor Skewness, Not Risk: Further Evidence from United States’ Lottery Games.” Economic Letters, 63 (1999), 8590.CrossRefGoogle Scholar
Golec, J., and Tamarkin, M.. “Bettors Love Skewness, Not Risk, at the Horse Track.” Journal of Political Economy, 106 (1998), 205225.CrossRefGoogle Scholar
Han, B., and Kumar, A.. “Speculative Retail Trading and Asset Prices.” Journal of Financial and Quantitative Analysis, 48 (2013), 337404.CrossRefGoogle Scholar
Hart, O. D., and Kreps, D. M.. “Price Destabilizing Speculation.” Journal of Political Economy, 94 (1986), 927952.CrossRefGoogle Scholar
Johnson, T., and So, E.. “The Option to Stock Volume Ratio and Future Returns.” Journal of Financial Economics, 106 (2012), 262286.CrossRefGoogle Scholar
Kahneman, D., and Tversky, A.. “Prospect Theory: An Analysis of Decision under Risk.” Econometrica, 47 (1979), 263292.CrossRefGoogle Scholar
Kumar, A. “Who Gambles in the Stock Market?” Journal of Finance, 64 (2009), 18891933.CrossRefGoogle Scholar
Kumar, A., and Page, J. K.. “Deviations from Norms and Informed Trading.” Journal of Financial and Quantitative Analysis, 49 (2014), 10051037.CrossRefGoogle Scholar
Kumar, A.; Page, J. K.; and Spalt, O. G.. “Religious Beliefs, Gambling Attitudes, and Financial Market Outcomes.” Journal of Financial Economics, 102 (2011), 671708.CrossRefGoogle Scholar
Llorente, G.; Michaely, R.; Saar, G.; and Wang, J.. “Dynamic Volume-Return Relation of Individual Stocks.” Review of Financial Studies, 15 (2002), 10051047.CrossRefGoogle Scholar
Lo, A., and Wang, J.. “Trading Volume: Definitions, Data Analysis, and Implications of Portfolio Theory.” Review of Financial Studies, 13 (2000), 257300.CrossRefGoogle Scholar
Markowitz, H. “The Utility of Wealth.” Journal of Political Economy, 60 (1952), 151158.CrossRefGoogle Scholar
Mitton, T., and Vorkink, K.. “Equilibrium Underdiversification and the Preference for Skewness.” Review of Financial Studies, 20 (2007), 12551288.CrossRefGoogle Scholar
Pan, J., and Poteshman, A. M.. “The Information in Option Volume for Future Stock Prices.” Review of Financial Studies, 19 (2006), 871908.CrossRefGoogle Scholar
Ross, S. A. “Options and Efficiency.” Quarterly Journal of Economics, 90 (1976), 7589.CrossRefGoogle Scholar
Salant, S. W. “Profitable Speculation, Price Stability and Welfare.” Working Paper, University of Michigan (1984).Google Scholar
Scott, R., and Horvath, P.. “On the Direction of Preference for Moments of Higher Order Than the Variance.” Journal of Finance, 35 (1980), 915919.CrossRefGoogle Scholar
Shefrin, H., and Statman, M.. “Behavioral Portfolio Theory.” Journal of Financial and Quantitative Analysis, 35 (2000), 127151.CrossRefGoogle Scholar
Simkowitz, M., and Beedles, W.. “Diversification in a Three-Moment World.” Journal of Financial and Quantitative Analysis, 13 (1978), 927941.CrossRefGoogle Scholar
Statman, M. “Lottery Players/Stock Traders.” Financial Analysts Journal, 58 (2002), 1421.CrossRefGoogle Scholar
Stein, J. “Informational Externalities and Welfare-Reducing Speculation.” Journal of Political Economy, 95 (1987), 11231145.CrossRefGoogle Scholar
Turnovsky, S. J. “The Determination of Spot and Future Prices with Storable Commodities.” Econometrica, 51 (1983), 13631387.CrossRefGoogle Scholar
White, H. “A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity.” Econometrica, 48 (1980), 817838.CrossRefGoogle Scholar
Xu, J. “Price Convexity and Skewness.” Journal of Finance, 62 (2007), 25212552.CrossRefGoogle Scholar
Zhang, Y. “Individual Skewness and the Cross-Section of Average Stock Returns.” Working Paper, Yale University (2005).Google Scholar