Salience Theory and Stock Return
He Song;Yuanqing Zhang;Peiyuan Tang;
Abstract:
Based on the asset pricing model of the salience theory, this paper selects the stock data of China's A-share market from 2007 to 2021, uses the stock return to construct the salience theoretical indicator—ST, and tests whether the ST has the ability to predict stock returns in cross-section. The results of portfolio analysis and Fama-MacBeth regression analysis show that the ST has a significant ability to predict returns in cross-section, and the ST is significantly negatively correlated with the future earnings of stocks, this result remains significant after controlling for firm size, book-to-market ratio, market risk and a series of factors. From a further analysis, there is a significant salience effect in China's A-share main board market, while the salience effect in the GEM market during the same period is not significant. This difference is derived from diverse investor structure, and the salience effect is less significant along with the upward trend in the proportion of institutional owners and the alleviation of arbitrage restrictions. This study is of great significance in enriching the application of salience theory in the Chinese capital market and guiding investors to establish correct investment concepts.
Key Words:
Foundation: 国家自然科学基金青年项目“投资策略异质性视角下的风险投资与我国上市企业定向增发定价研究”(72202131)的资助
Authors: He Song;Yuanqing Zhang;Peiyuan Tang;
References:
- 李斌,雷印如.2022.中国公募基金挖掘了股票市场异象吗?[J].金融研究,(9):188-206.Li B,Lei Y R.2022.Do mutual funds exploit stock market anomalies in China?[J].Journal of Financial Research,(9):188-206.(in Chinese) 万谍,杨晓光.2019.中国股市正反馈交易涨强不对称的定价能力[J].系统工程理论与实践,39(1):1-18.Wan D,Yang X G.2019.Pricing power of rise-favor asymmetry of positive feedback trading in China's stock market[J].Systems Engineering-Theory & Practice,39(1):1-18.(in Chinese) 曾爱民,魏志华,张纯,等.2020.企业社会责任:“真心”抑或“幌子”?——基于高管内幕交易视角的研究[J].金融研究,(9):154-171.Zeng A M,Wei Z H,Zhang C,et al.2020.Corporate social responsibility:“Sincerity” or “Veneer” A study based on executive insider trading[J].Journal of Financial Research,(9):154-171.(in Chinese) 郑振龙,王磊,王路跖.2013.特质偏度是否被定价?[J].管理科学学报,16(5):1-12.Zheng Z L,Wang Lei,Wang L Z.2013.Is idiosyncratic skew ness priced?[J].Journal of Management Sciences in China,16(5):1-12.(in Chinese) Amihud Y.2002,Illiquidity and stock returns:Cross-section and time-series effects[J].Journal of Financial Markets,5(1):31-56. Bordalo P,Gennaioli N,Shleifer A.2013.Salience and consumer choice[J].Journal of Political Economy,121(5):803-843. Bordalo P,Gennaioli N,Shleifer A.2012.Salience theory of choice under risk[J].Quarterly Journal of Economics,127(3):1243-1285. Cosemans M,Frehen R.2021.Salience theory and stock prices:Empirical evidence[J].Journal of Financial Economics,140(2):460-483. Fama E F,French K R.1993.Common risk factors in the returns on stocks and bonds[J].Journal of Financial Economics,33(1):3-56. Harvey C R,Siddique A.2000.Conditional skewness in asset pricing tests[J].Journal of Finance,55(3):1263-1295. Kahneman D,Tversky A.1979.Prospect theory:An analysis of decision under risk[J].Econometrica,47(2):263-291. K??nigsheim C,Lukas M,N??th M.2019.Salience theory:Calibration and heterogeneity in probability distortion[J].Journal of Economic Behavior & Organization,157(C):477-495. Lintner J.1965.The valuation of risk assets and the selection of risky investments in stock portfolio and capital budgets[J].Review of Economics & Statistics,47(1):13-37. Liu Y,Zhou G,Zhu Y.2024.Trend factor in China:The role of large individual trading[J].Review of Asset Pricing Studies,14(5):348-380. Odean T.1999.Do investors trade too much?[J].American Economic Review,89(5):1279-1298. Sharpe W.1964.Capital asset prices:A theory of market equilibrium under conditions of risk[J].Journal of Finance,19(3):425-442.
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- He Song
- Yuanqing Zhang
- Peiyuan Tang
- School of Finance
- Shanghai University of International Business and Economics
- School of International Business
- Shanghai University of International Business and Economics
- He Song
- Yuanqing Zhang
- Peiyuan Tang
- School of Finance
- Shanghai University of International Business and Economics
- School of International Business
- Shanghai University of International Business and Economics