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題名：新聞及投資人情緒:股票報酬與波動之衝擊
作者：許嫣茹 引用關係
作者(外文)：Yen-Ju Hsu
校院名稱：國立臺灣大學
系所名稱：財務金融學研究所
指導教授：王衍智
學位類別：博士
出版日期：2019
主題關鍵詞：新聞情緒；投資人情緒；機構投資人；股票報酬；波動度
原始連結：連回原系統網址new window
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本文探討新聞情緒與投資人情緒對市場交易行為之衝擊及程度差異，並將檢視其運用在投資組合構建之表現。研究分別應用文辭探勘解析技術分析臺灣每日財經新聞之隱含資訊內涵並建構市場新聞情緒指標，以及參考Baker and Wurgler (2006)建構投資人情緒指標。實證發現市場新聞情緒相較投資人情緒指標對市場交易行為有較強烈的影響，其效果特別是在景氣擴張期間更為明顯。橫斷面分析結果顯示，當前一期市場新聞情緒較低時，規模小、波動高且獲利波動低的公司會有較高的報酬表現。研究進一步探討情緒指標對機構投資人交易行為的影響，結果發現外資及自營商的交易行為較易受市場新聞情緒影響，而投信的交易行為則較明顯受投資人情緒指標影響。實證分析結果顯示新聞情緒可為市場報酬及波動度的有效衡量指標，並可運用在投資組合的構建。
This study examines and compares the sentiment effects driven by trading and news information on market returns and volatility as well as the applicability of news sentiment in portfolio construction. We employ linguistic analysis to construct the market aggregate news sentiment index (MANSI), drawn from daily financial news about Taiwanese listed firms, and form the investor sentiment index (SI) by following Baker and Wurgler (2006). Evidence shows that MANSI has a stronger influence on market stock returns and volatility than investor sentiment. The results also reveal that the news sentiment effect is more profound during market expansion periods. The cross-sectional portfolio analyses conditionally suggest that lower news sentiment on smaller, more volatile, and less profitable volatile stocks generate higher returns. In addition, we develop long-short portfolios based on size, volatility, and profitability to show that the previous MANSI state is a significant determinant of portfolio returns. Additionally, MANSI has more influence on the trading behavior of foreign institutional investors and dealers, whereas investor sentiment reveals a stronger influence on domestic institutional traders. The results suggest that news sentiment can be an effective proxy for market returns and volatility, which can be applied in portfolio construction.
References
Akhtar, S., Faff, R., Oliver, B. and Subrahmanyam, A., 2011. The power of bad: The negativity bias in Australian consumer sentiment announcements on stock returns. Journal of Banking and Finance 35, 1239-1249.
Aman, H., 2011. Firm-specific volatility of stock returns, the credibility of management forecasts, and media coverage: Evidence from Japanese firms. Japan and the World Economy 23, 28-39.
Aman, H., 2013. An analysis of the impact of media coverage on stock price crashes and jumps: Evidence from Japan. Pacific-Basin Financial Journal 24, 22-38.
Antoniou, C., Doukas, J.A. and Subrahmanyam, A., 2013. Cognitive dissonance, sentiment, and momentum. Journal of Financial and Quantitative Analysis 48(1), 245-275.
Antweiler, W. and Frank, M. Z., 2004. Is all that talk just noise? The information content of internet stock message boards, Journal of Finance 59, 1259-1293.
Ben-Rephael, A., Da, Z. and Israelsen. R.D., 2017. It depends on where you search: institutional investor attention and underreaction to news, Reviews of Financial Studies 15(2), 3009-3047.
Bae, S.C., Min, J.H. and Jung, S., 2011. Trading behavior, performance, and stock preference of foreigners, local institutions, and individual investors: Evidence from the Korea stock market. Asia-Pacific of Financial Studies 40, 199-239.
Baker, S.R., Bloom, N. and Davis, S.J., 2016. Measuring economic policy uncertainty. The Quarterly Journal of Economics 131(4), 1593-1636.
Baker, M. and Stein, J., 2004. Market liquidity as a sentiment indicator. Journal of Financial Market 7, 1645-1680.
Baker, M. and Wurgler, J., 2006. Investor sentiment and the cross-section of stock returns. Journal of Finance 61(4), 1645-1680.
Baker, M. and Wurgler, J., 2007. Investor sentiment in the stock market. Journal of Economic Perspectives 21, 129-151.
Barber, B.M. and Odean, T., 2008. All that glitters: The effect of attention and news on the buying behavior of individual and institutional investors. Review of Financial Studies 2, 785-818.
Barber, B.M., Lee, Y.T., Liu, Y.J. and Odean, T., 2009. Just how much do individual investors lose by trading? Reviews of Financial Studies 22(2), 609-632.
Berger, D. and Turtle, H.J., 2015. Sentiment bubbles. Journal of Financial Markets 23, 59-74.
Brown, G.W. and Cliff, M.T., 2004. Investor sentiment and the near-term stock market. Journal of Empirical Finance 11, 1-27.
Byström, H., 2016. Language, news and volatility. Journal of International Financial Markets, Institutions and Money 42, 139-154.
Cao, H.H., Coval, J.D. and Hirshleifer, D., 2002. Sidelined investors, trading- generated news, and security returns. Reviews of Financial Studies 15(2), 615-648.
Chan, W.S., 2003. Stock price reaction to news and no-news: drift and reversal after headlines. Journal of Financial Economics 70, 223-260.
Chang, C., Chiang, Y.M., Qian, Y. and Ritter, J.R., 2017. Pre-market trading and IPO pricing. Reviews of Financial Studies 30(3), 836-865.
Chou, P.H., Zhang, Y.Z. and Lin M.C., 2007. The interaction between investor sentiment and stock returns. Review of Securities and Futures Markets 19(2), 153-190. (In Chinese)
Chung, S.L., Hung, C.H. and Yeh, C.Y., 2012. When does investor sentiment predict stock returns? Journal of Empirical Finance 19, 217-240.
Da, Z., Engelberg, J. and Gao, P., 2011. In search of attention. Journal of Finance 66(5), 1462-1499.
Da, Z., Engelberg, J. and Gao, P., 2015. The sum of all FEARS investor sentiment and asset prices. Review of Financial Studies 28(1), 1-32.
Demers, E. and Vega, C. Understanding The role of managerial optimism and uncertainty in the price formation process: Evidence from the textual content of earnings announcements (March 24, 2014). Available at SSRN: https://ssrn.com/abstract=1152326 or http://dx.doi.org/10.2139/ssrn.1152326
Dimpfl, T., Jank, S., 2016. Can internet search queries help to predict stock market volatility? European Financial Management 22(2), 171-192.
Doukas, A.J., Guo, J., Lam, H.Y.T. and Xiao, S., 2016. Media endorsements of new product announcements: A new marketing strategy. European Management Journal 22(3), 394-426.
Dzieliński, M., Rieger, M.O. and Talpsepp, T., 2018. Asymmetric attention and volatility asymmetry. Journal of Empirical Finance 45, 59-67.
Engelberg, J.E. and Parsons, C.A., 2011. The causal impact of media in financial markets. Journal of Finance 66, 67-97.
Engelberg, J.E., Reed, A.V. and Ringgenberg, M.C., 2012. Shorts sellers, news, and information processing. Journal of Financial Economics 105, 260-278.
Engelberg, J.E. and Parsons, C.A., 2016. Worrying about the stock market: evidence from hospital admissions. Journal of Finance 71(3), 1227-1250.
Fang, L. and Peress, J., 2009. Media coverage and the cross-section of stock returns. Journal of Finance 64(5), 2023-2052.
Fisher, A., Martineau, C. and Sheng, J., 2018. Media attention, macroeconomic fundamentals, and stock market activity. Working paper. Available at SSRN: http://ssrn.com/abstract=2703978
Gilbert, T. 2011. Information aggregation around macroeconomic announcements: Revisions matter. Journal of Financial Economics 101, 114-131.
García, D., 2013. Sentiment during recessions, Journal of Finance 68(3), 1267-1300.
Griffin, J.M., Hirschey, N.H. and Kelly, P.J., 2011. How important is the financial media in global markets? Review of Financial Studies 24(12), 3941-3992.
Groß-Klußmann, A. and Hautsch, N., 2011. When machines read the news: Using automated text analytics to quantify high frequency news-implied market reactions. Journal of Empirical Finance 18, 321-340.
Hung, P.H., 2016. Investor sentiment, order submission, and investment performance on the Taiwan stock exchange, Pacific-Basin Finance Journal 39, 124-140.
Kalev, P.S., Liu, W.M., Pham, P.K. and Jarnecic, E., 2004. Public information arrival and volatility of intraday stock returns. Journal of Banking and Finance 28(6), 1441-1467.
Kumar, A. and Lee, C.M.C., 2006. Retail investor sentiment and return comovements. Journal of Finance 61(6), 2451-2486.
Lee, W.Y., Jiang, C.X. and Indro, D.C., 2002. Stock market volatility, excess returns and the role of investor sentiment. Journal of Banking and Finance 26, 2277-2299.
Lemmom, M. and Portniaguina, E., 2006. Consumer confidence and asset prices: some empirical evidence. Reviews of Financial Studies 19(4), 1499-1529.
Li, C.A., Luo, J.S. and Su, Y.Y., 2006. Momentum returns, investor sentiments and business cycle. Journal of Financial Studies 14(2), 73-109. (In Chinese)
Loughran, T., McDonald, B., 2011. When is a liability not a liability? Textual analysis, dictionaries and 10-Ks. Journal of Finance 66(1), 35-65.
Lu, C.H., 2014. News frequency, retail investor sentiment, and stock comovement. National Taiwan University. Unpublished Master Thesis. (In Chinese)
Lu, Y.C. and Wei, Y.C., 2014. Media impacts around earnings announcement dates with consideration of investor types and market scenarios. Journal of Financial Studies, 22(3), 73-104.
Manela A. and Moreira, A., 2017. News implied volatility and disaster concerns. Journal of Financial Economics 123, 137-162.
Nofsinger, J.R., 2001. The impact of public information on investors. Journal of Banking and Finance 25, 1339-1366.
Peng, L. and Xiong, W., 2006. Investor attention, overconfidence and category learning. Journal of Financial Economics 80, 563-602.
Shiller, R.J., 2000. Irrational exuberance, Princeton University Press.
Sayim, M., Morris, P.D. and Rahman, H., 2013. The effect of US individual investor sentiment on industry-specific stock returns and volatility. Review of Behavioral Finance 5(1), 58-76.
Stambaugh, R.F., Yu, J. and Yuan, Y., 2012. The short of it: Investor sentiment and anomalies. Journal of Financial Economics 104, 288-302.
Tsai, P.J., Wang, Y.J. and Chang, C.C., 2009. Investor sentiment, firm characteristics, and stock returns in Taiwan. Taipei Economic Inquiry 45(2), 273-322. (In Chinese)
Tetlock, P.C., 2007. Giving content to investor sentiment: The role of media in the stock market. Journal of Finance 62, 1139-1168.
Tetlock, P.C., Saar-Tsechansky, M. and Macskassy, S., 2008. More than words: Quantifying language to measure firms’ fundamentals. Journal of Finance 63(3), 1437-1467.
Vega, C., 2006. Stock price reaction to public and private information. Journal of Financial Economics 82, 103-133.
Wang, G.R., 2018. The impact of investor sentiment on individual stock return in Taiwan. National Central University. Unpublished Master Thesis. (In Chinese)
Wei, Y.C., Lu, Y.C., Chen, J.N. and Hsu, Y.J., 2017. Informativeness of the market news sentiment in the Taiwan stock market. North American Journal of Economics and Finance 39, 158-181.
Wu, C.H. and Lin, C.J., 2017. The impact of media coverage on investor trading behavior and stock returns. Pacific-Basin Finance Journal 43, 151-172.
Yuan, Y., 2015. Market-wide attention, trading, and stock returns. Journal of Financial Economics 116, 548-564.
 
 
 
 
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