The momentum effect in the Chinese market and its relationship with the simultaneous and the lagged investor sentiment

Hou, Yang and Meng, Jiayin (2018): The momentum effect in the Chinese market and its relationship with the simultaneous and the lagged investor sentiment.

Abstract

Motivated by the lack of investigation on the behavioral interpretation on the momentum premium, this paper addresses this issue by focusing on the effect of investor sentiment on a sample of the comprehensive Chinese A-share index covering the period from 2006 to 2015. Expect for uncovering the momentum effect in the A-share market by calculating the momentum returns of ten zero-cost portfolios differed on the formation period, we compare the momentum returns under different sentiment states during the sample period. The difference is obvious that the momentum returns are more evident during the optimistic sentiment period where estimated investor sentiment is over zero. This paper also examines whether the investor sentiment explains the momentum returns and its predictive power on the subsequent momentum premiums. We find the contemporaneous linear relationship between investor sentiment and the momentum returns is less pronounced. Even the slopes of sentiment are positive, only three of them are significant. However, the investor sentiment exhibits strong predictability on future returns of momentum strategy in the short-run, suggesting it can be a contrarian predictor of expected returns of momentum in the short-run.

• Item Type: MPRA Paper
• Language: English
• Keywords: Momentum effect, Investor sentiment, Chinese stock markets
• Subjects: G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions; G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates; G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets

References

Alexander, G. J., & M. A. Peterson. (2008). The effect of price tests on trader behavior and market quality: An analysis of Reg SHO. Journal of Financial Markets, 11(1), 84-111. Antoniou, C., Doukas, J., & Subrahmanyam, A. (2013). Cognitive Dissonance, Sentiment, and Momentum. Journal of Financial and Quantitative Analysis, 48(1), 245-275. Baker, & Stein. (2004). Market liquidity as a sentiment indicator. Journal of Financial Markets, 7(3), 271-299. Baker, M., & Wurgler, J. (2006). Investor Sentiment and the Cross‐Section of Stock Returns. Journal of Finance, 61(4), 1645-1680. Baker, M., & Wurgler, J. (2007). Investor Sentiment in the Stock Market. Journal of Economic Perspectives, 21(2), 129-151. Baker, Wurgler, & Yuan. (2012). Global, local, and contagious investor sentiment. Journal of Financial Economics, 104(2), 272-287. Barberis, N., Shleifer, A., & Vishny, R. (1998). A model of investor sentiment. Journal of financial economics, 49(3), 307-343. Birru, J. (2015). Confusion of Confusions: A Test of the Disposition Effect and Momentum. The Review of Financial Studies,28(7), 1849-1873. Boehmer, E., & Wu, J. (2013). Short Selling and the Price Discovery Process. The Review of Financial Studies, 26(2), 287-322. Bondt, W., & Thaler, R. (1985). Does the Stock Market Overreact? Journal of Finance, 40(3), 793-805. Bris, A., Goetzmann, W., & Zhu, N. (2007). Efficiency and the Bear: Short Sales and Markets Around the World. Journal of Finance, 62(3), 1029-1079. Brown, G., & Cliff, M. (2004). Investor sentiment and the near-term stock market. Journal of Empirical Finance, 11(1), 1-27. Brown, G., & Cliff, M. (2005). Investor Sentiment and Asset Valuation. The Journal of Business, 78(2), 405-440. Carhart, M. (1997). On Persistence in Mutual Fund Performance. Journal of Finance, 52(1), 57-82. Chen, H., Chong, T., & She, Y. (2014). A principal component approach to measuring investor sentiment in China. Quantitative Finance, 14(4), 573-579. Chi, L., Zhuang, X., & Song, D. (2012). Investor sentiment in the Chinese stock market: an empirical analysis. Applied Economics Letters, 19(4), 345-348. Chordia, T., & Shivakumar, L. (2002). Momentum, Business Cycle, and Time‐varying Expected Returns. Journal of Finance,57(2), 985-1019. Cooper, M., Gutierrez, R., & Hameed, A. (2004). Market States and Momentum. Journal of Finance, 59(3), 1345-1365. Daniel, K., Hirshleifer, D., & Subrahmanyam, A. (1998). Investor Psychology and Security Market Under‐ and Overreactions. Journal of Finance, 53(6), 1839-1885. De Bondt, W. F., & Thaler, R. H. (1987). Further evidence on investor overreaction and stock market seasonality. Journal of finance, 557-581. De Long, J., Shleifer, A., Summers, L., & Waldmann, R. (1990). Noise Trader Risk in Financial Markets. Journal of Political Economy, 98(4), 703-738. Drew, M. E., & Veeraraghavan, M. (2001). Explaining the cross-section of stock returns in the Asian region. International Quarterly Journal of Finance, 1, 205–221. Fama, & French. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33(1), 3-56. Fama, E. F., & French, K. R. (2010). Luck versus skill in the cross-section of mutual fund returns. Journal of Finance 65, 1915–1947. Fama, E. F., & French, K. R. (2012). Size, value and momentum in international stock returns. Journal of Financial Economics, 105(3), 457–72. Fama, E., & French, K. (1996). Multifactor Explanations of Asset Pricing Anomalies. Journal of Finance, 51(1), 55-84. Fong, & Toh. (2014). Investor sentiment and the MAX effect. Journal of Banking and Finance, 46, 190-201. Goyal, A., Welch, I., 2008. A comprehensive look at the empirical performance of equity premium prediction. Rev. Financ. Stud. 21, 1455–1508. Griffin, J. M., Ji, X., & Martin, J. S. (2003). Momentum investing and business cycle risk: Evidence from pole to pole. The Journal of Finance, 58(6), 2515-2547. Grinblatt, & Han. (2005). Prospect theory, mental accounting, and momentum. Journal of Financial Economics, 78(2), 311-339. Grinblatt, M., & Han, B. (2002). The Disposition Effect and Momentum. NBER Working Paper Series, 8734. Han, & Li. (2017). Can investor sentiment be a momentum time-series predictor? Evidence from China. Journal of Empirical Finance, 42, 212-239. Han, X., & Li, Y. (2017). Can investor sentiment be a momentum time-series predictor? Evidence from China. Journal of Empirical Finance, 42, 212-239. Hao, Y., Chu, H., Ho, K., & Ko, K. (2016). The 52-week high and momentum in the Taiwan stock market: Anchoring or recency biases? International Review of Economics & Finance, 43, 121. Hao, Y., Chu, H., Ko, K., & Lin, L. (2016). Momentum Strategies and Investor Sentiment in the REIT Market. International Review of Finance, 16(1), 41-71. Hong, H., & Stein, J. (1999). A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets. Journal of Finance, 54(6), 2143-2184. Hong, H., & Stein, J. (2003). Differences of Opinion, Short-Sales Constraints, and Market Crashes. The Review of Financial Studies, 16(2), 487-525. Huang, D., Jiang, F., Tu, J., & Zhou, G. (2015). Investor Sentiment Aligned: A Powerful Predictor of Stock Returns. The Review of Financial Studies, 28(3), 791-837. Jegadeesh, N., & Titman, S. (1993). Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency. Journal of Finance, 48(1), 65-91. Kling, & Gao. (2008). Chinese institutional investors’ sentiment. Journal of International Financial Markets, Institutions & Money, 18(4), 374-387. Kong, L., Bai, M., & Wang, P. (2015). Is disposition related to momentum in Chinese market? Managerial Finance, 41(6), 600-614. Lakonishok, J., Shleifer, A., & Vishny, R. (1994). Contrarian Investment, Extrapolation, and Risk. Journal of Finance, 49(5), 1541-1578. Lee, C., & Swaminathan, B. (2000). Price Momentum and Trading Volume. Journal of Finance, 55(5), 2017-2069. Lee, C., Shleifer, A., & Thaler, R. (1991). Investor Sentiment and the Closed‐End Fund Puzzle. Journal of Finance, 46(1), 75-109. Li, C., & Yeh, C. (2011). Investor Psychological and Behavioral Bias: Do High Sentiment and Momentum Exist in the China Stock Market? Review of Pacific Basin Financial Markets and Policies, 14(03), 429-448. Liao, L. C., Chiu, B. Y., & Chou, R. (2013). Anchoring effect on foreign institutional investors' momentum trading behavior: Evidence from the Taiwan stock market. North American Journal of Economics and Finance, 26, 72-91. Ljungqvist, A., Nanda, V., & Singh, R. (2006). Hot Markets, Investor Sentiment, and IPO Pricing. The Journal of Business, 79(4), 1667-1702. Moskowitz, T., & Grinblatt, M. (1999). Do Industries Explain Momentum? Journal of Finance, 54(4), 1249-1290. Rouwenhorst, K. G. (1998). International momentum strategies. The Journal of Finance,53(1), 267-284. Rouwenhorst, K. G. (1999). Local return factors and turnover in emerging stock markets. The Journal of Finance, 54(4), 1439-1464. Saffi, P. A., & Sigurdsson, K. (2010). Price efficiency and short selling. The Review of Financial Studies, 24(3), 821-852. Schmeling, M. (2009). Investor sentiment and stock returns: Some international evidence. Journal of Empirical Finance,16(3), 394-408. Shefrin, H., & Statman, M. (1985). The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence. Journal of Finance, 40(3), 777-790. Stambaugh, R.F., 1999. Predictive regressions. J. Financ. Econ. 54, 375–421. Timmermann, A., & Wermers, R. (2006). Can mutual fund "stars" really pick stocks? new evidence from a bootstrap analysis. The Journal of Finance, 61(6), 2551-2595. Warther, V. (1995). Aggregate mutual fund flows and security returns. Journal of Financial Economics, 39(2), 209-235. Zhou, Kaiguo, & Wong, Michael C.S. (2012). Impact of Short Selling on China Stock Prices-Chapter 17. In Handbook of Short Selling (pp. 269-278).