거래량이 복권특성 종목의 기대수익률에 미치는 영향
Trading Volume and Overpricing of Lottery-type Stocks
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Purpose - The purpose of this study is to examine whether trading volume amplifies the extent to which lottery-type stocks are overpriced, and whether economic sentiment index explains time-variation in the magnitude of the volume amplification effect. Design/methodology/approach - We examine monthly returns on 5x5 monthly bivariate portfolios formed by lottery characteristics (measured by maximum daily return) and trading volume. In addition, we perform time-series regression tests to examine how the volume amplification effect changes in high and low economic sentiment periods, after controlling for Fama-French three factors. Findings - Our bivariate portfolio analysis shows that the overpricing of lottery-type stocks are mostly pronounced among high trading volume stocks. In contrast, for low trading volume stocks, overpricing of lottery-type stocks appears to vanish. Furthermore, the amplification effect of trading volume on overpricing of lottery-type stock is concentrated in high economic sentiment periods. Research implications or Originality - This study is the first attempt to examine whether trading volume drives lottery-type stocks’ overpricing in the Korean stock market. Furthermore, our analysis unveils the time-varying nature of volume amplification effect. The results suggest that trading volume might play a important hidden role in asset pricing, opening a new line of researches in the future.
Abstract
Purpose - The purpose of this study is to examine whether trading volume amplifies the extent to which lottery-type stocks are overpriced, and whether economic sentiment index explains time-variation in the magnitude of the volume amplification effect. Design/methodology/approach - We examine monthly returns on 5x5 monthly bivariate portfolios formed by lottery characteristics (measured by maximum daily return) and trading volume. In addition, we perform time-series regression tests to examine how the volume amplification effect changes in high and low economic sentiment periods, after controlling for Fama-French three factors. Findings - Our bivariate portfolio analysis shows that the overpricing of lottery-type stocks are mostly pronounced among high trading volume stocks. In contrast, for low trading volume stocks, overpricing of lottery-type stocks appears to vanish. Furthermore, the amplification effect of trading volume on overpricing of lottery-type stock is concentrated in high economic sentiment periods. Research implications or Originality - This study is the first attempt to examine whether trading volume drives lottery-type stocks’ overpricing in the Korean stock market. Furthermore, our analysis unveils the time-varying nature of volume amplification effect. The results suggest that trading volume might play a important hidden role in asset pricing, opening a new line of researches in the future.
참고문헌 (32)
- 감형규, "과거 거래량과 수익률에 기초한 포트폴리오 투자성과 분석", 기업경영연구, 19(1), pp.243~259 (2012), 한국기업경영학회
- 강장구, "복권 성향의 주식에 대한 선호와 주식수익률의 횡단면", 재무연구, 27(2), pp.297~332 (2014), 한국재무학회
- 이용대, "한국 주식시장에서 주식 수익률과 거래량간의 동적관계 분석", 산업경제연구, 28(2), pp.739~758 (2015), 한국산업경제학회
- Albuquerque, R., "Skewness in Stock Returns : Reconciling the Evidence on Firm versus Aggregate Returns", Review of Financial Studies, 25(5), pp.1630~1673 (2012)
- Amihud, Y., "Illiquidity and Stock Returns : Cross-section and Time-series Effects", Journal of Financial Markets, 5(1), pp.31~56 (2002)
- Atmaz, A., "Belief Dispersion in the Stock Market", Journal of Finance, 73(3), pp.1225~1279 (2018)
- Baker, M., "Investor Sentiment and the Cross-section of Stock Returns", Journal of Finance, 61(4), pp.1645~1680 (2006)
- Bali, T., "Maxing out : Stocks and Lotteries and the Cross-section of Expected Returns", Journal of Financial Economics, 99(2), pp.427~446 (2011)
- Banerjee, S., "Learning from Prices and the Dispersion in Beliefs", Review of Financial Studies, 24(9), pp.3025~3068 (2011)
- Barberis, N.C., "Extrapolation and Bubbles", Journal of Financial Economics, 129(2), pp.203~227
- Barberis, N. C., "Handbook of Behavioral Economics-Foundations and Applications 1", pp.79~175 (2018), North Holland
- Boehme, R. D., "Short-sale Constraints, Differences of Opinion, and Overvaluation", Journal of Financial and Quantitative Analysis, 41(2), pp.455~587 (2006)
- Campbell, J. Y., "Trading Volume and Serial Correlation in Stock Returns", Quartely Journal of Economics, 108(4), pp.903~939 (1993)
- Carhart, M. M., "On Persistence of Mutual Fund Performance", Journal of Finance, 52(1), pp.57~82 (1997)
- Cheon, Y.-H., "Maxing Out Globally: Individualism, Investor Attention, and the Cross-section of Expected Stock Returns", Management Science, 64(12), pp.5807~5831 (2018)
- Daniel, K., "Overconfident Investors, Predictable Returns, and Excessive Trading", Journal of Economic Perspectives, 29(4), pp.61~88 (2015)
- Diether, K. B., "Differences of Opinion and the Cross-section of Stock Returns", Journal of Finance, 57(5), pp.2113~2141 (2002)
- Fama, E. F., "Common Risk Factors in the Returns on Stocks and Bonds", Journal of Financial Economics, 33, pp.3~56 (1993)
- Fama, E. F., "A Five-factor Asset Pricing Model", Journal of Financial Economics, 116(1), pp.1~22 (2015)
- Fama, E. F., "Risk, Return, and Equilibrium : Empirical Tests", Journal of Political Economy, 81(3), pp.607~636 (1973)
- Gervais, S., "The High-volume Return Premium", Journal of Finance, 56(3), pp.877~919 (2001)
- Han, Y., "Expected Return, Volume, and Mispricing", Journal of Financial Economics, 143(3), pp.1295~1315 (2022)
- Hong, H., "Disagreement and the Stock Market", Journal of Economic Perspectives, 21(2), pp.109~128 (2007)
- Jegadeesh, N., "Evidence of Predictable Behavior of Security Returns", Journal of Finance, 45(3), pp.881~898 (1990)
- Lee, C.M.C., "Price Momentum and Trading Volume", Journal of Finance, 55(5), pp.2017~2069 (2000)
- Lehmann, B., "Fads, Martingales, and Market Efficiency", Quarterly Journal of Economics, 105(1), pp.1~28 (1990)
- Newey, W., "A Simple, Positive Semi-definite Heteroskedasticity and Autocorrelation Consistent Covariance Matrix", Econometrica, 55(3), pp.703~708 (1987)
- Kaniel, R., "The High Volume Return Premium : Cross-country Evidence", Journal of Financial Economics, 103(2), pp.255~279 (2012)
- Kyle, A. S., "Continuous Auctions and Insider Trading", Econometrica, 53(6), pp.1315~1335 (1985)
- Scheinkman, J., "Overconfidence and Speculative Bubbles", Journal of Political Economy, 111(6), pp.1183~1120 (2003)
- Stambaugh, R. F., "Arbitrage Asymmetry and the Idiosynstacratic Volatility Puzzle", Journal of Finance, 70(5), pp.1903~1948 (2015)
- Wang, J., "A Model of Competitive Stock Trading Volume", Journal of Political Economy, 102(1), pp.127~168 (1994)
