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研究生: 鮑蕾雅
Baw, Lei-Ya
論文名稱: ESG新聞情緒對股價之影響—以道瓊成分股為例
The Impact of ESG News Sentiment on Stock Price: Evidence from Dow Jones Industrial Average Components
指導教授: 江彌修
Chiang, Mi-Hsiu
口試委員: 周珮婷
Chou, Pei-Ting
許育進
Hsu, Yu-Chin
盧佳琪
Lu, Chia-Chi
學位類別: 碩士
Master
系所名稱: 商學院 - 金融學系
Department of Money and Banking
論文出版年: 2025
畢業學年度: 113
語文別: 中文
論文頁數: 49
中文關鍵詞: ESGESG新聞情緒分析股價
外文關鍵詞: ESG, ESG News, Sentiment Analysis, Stock price
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  • 近年來隨著企業永續發展意識日益提升,對企業的環境、社會與公司治理 (Environmental, Social, and Governance, ESG) 表現已成為資本市場中備受關注的評價指標。目前研究多以ESG評級與股價表現之間的關係為主,而對ESG新聞情緒對股價影響的探討仍然有限。本研究聚焦於ESG新聞情緒對企業股價之影響,探討市場是否會因新聞中所傳遞的正面或負面情緒產生異常報酬,進而影響股價波動。
    本文以美國道瓊工業指數三十檔成分股為研究對象,其資料涵蓋2017至2023年,橫跨COVID-19疫情發生前後時間,具備顯著的市場結構變動特徵。研究係運用RavenPack資料庫,擷取與企業具高關聯度及情緒標註的ESG新聞,依據情緒分數區分為正面、中立與負面三類。方法上採用事件研究法與多元線性迴歸分析,衡量新聞事件發生後的異常報酬 (Abnormal Return) ,並區分為疫情前、中、後三個階段進行分組研析。
    研究結果顯示:一、ESG新聞情緒與股價變動具有顯著的同向關係;二、負面新聞對股價的衝擊大於正面新聞,顯示市場對負面資訊的敏感度較高;三、COVID-19後疫情時期市場對ESG新聞的敏感度顯著提升,新聞情緒對股價的影響力顯著增強。本研究的發現不僅有助於理解ESG新聞對股價的影響,也能為投資者提供更有效的投資決策依據與風險評估,並為企業制定ESG策略提供參考。


    In recent years, growing corporate awareness of sustainability has made Environmental, Social, and Governance (ESG) performance a key metric in capital markets. While much research has focused on the relationship between ESG ratings and stock performance, studies exploring the impact of ESG news sentiment on stock prices remain limited. This study examines whether positive or negative sentiments conveyed in ESG-related news generate abnormal returns and influence stock volatility.
    The analysis focuses on the 30 constituent stocks of the Dow Jones Industrial Average (DJIA) from 2017 to 2023, covering both pre- and post-COVID-19 periods, during which significant market structural changes occurred. ESG news with high firm relevance and sentiment scores was retrieved from the RavenPack database and classified into positive, neutral, and negative categories. The study adopts an event study methodology and multiple linear regression analysis to evaluate the abnormal returns following ESG news events, and further segments the data into three periods: pre-pandemic, mid-pandemic, and post-pandemic.
    Key findings include: (1) a significant positive relationship between ESG news sentiment and stock price movements; (2) negative news has a larger impact on stock prices than positive news, indicating higher market sensitivity to adverse information; and (3) the influence of ESG news sentiment on stock prices intensified during the post-COVID-19 period. These insights help investors better assess risks and inform decision-making, while also offering guidance for firms in shaping effective ESG strategies.

    摘要 i
    Abstract ii
    目錄 iii
    表目錄 iv
    圖目錄 v

    第一章 緒論 1
    第一節 研究背景與動機 1
    第二節 研究目標與範圍 3

    第二章 文獻探討 5

    第三章 研究方法 10
    第一節 研究架構 10
    第二節 篩選ESG相關新聞方法 12
    第三節 研究假說 15
    第四節 事件研究法 17
    第五節 迴歸模型 19

    第四章 實證結果 21
    第一節 資料描述與敘述性統計 21
    第二節 事件研究法 25
    第三節 迴歸分析 34

    第五章 結論與建議 43
    第一節 研究結論 43
    第二節 研究建議 46

    參考文獻 47

    Amel-Zadeh, A., & Serafeim, G. (2018) . Why and How Investors Use ESG Information: Evidence from a Global Survey. Financial Analysts Journal, 74 (3) , 87–103.
    Baker, M., & Wurgler, J. (2007) . Investor Sentiment in the Stock Market. The Journal of Economic Perspectives, 21 (2) , 129–151.
    Ben-Rephael, A., Da, Z., & Israelsen, R. D. (2017) . It depends on where you search: institutional investor attention and underreaction to news. Review of Financial Studies, 30 (9) , 3009–3047.
    Broadstock, D. C., Chan, K., Cheng, L. T., & Wang, X. (2021) . The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China. Finance Research Letters, 38, 101716.
    Capelle-Blancard, G., & Petit, A. (2019) . Every little helps? ESG news and stock market reaction. Journal of Business Ethics, 157 (2) , 543–565.
    Cui, B., & Docherty, P. (2020) . Stock Price Overreaction to ESG Controversies. Social Science Research Network.
    Dahlberg, L., & Wiklund, F. (2018) . ESG Investing in Nordic Countries: An Analysis of the Shareholder View of Creating Value. Department of Business Administration, International Business Program.
    De Vincentiis, P. (2022) . Do international investors care about ESG news? Qualitative Research in Financial Markets, 15 (4) , 572–588.
    Ding, W., Levine, R., Lin, C., & Xie, W. (2021) . Corporate immunity to the COVID-19 pandemic. Journal of Financial Economics, 141 (2) , 802–830.
    Dorfleitner, G., & Zhang, R. (2024) . ESG News Sentiment and Stock Price Reactions: A Comprehensive Investigation via BERT. Schmalenbach Journal of Business Research.
    Edmans, A., García, D., & Norli, Ø. (2007) . Sports sentiment and stock returns. The Journal of Finance, 62 (4) , 1967–1998.
    Fama, E. F., Fisher, L., Jensen, M. C., & Roll, R. (1969) . The adjustment of stock prices to new information. International Economic Review, 10 (1) , 1.
    Fama, E. (1970) . Efficient Capital Markets: A Review of Theory & Empirical work.
    finlab - Package 程式文檔. (2025) . Finlab.tw.
    Kahneman, D., & Tversky, A. (1979) . Prospect Theory: An Analysis of Decision under Risk. Econometrica, 47 (2) , 263.
    Kim, D., & Yoon, S. (2024) . The impact of ESG ratings on corporate value during COVID-19 pandemic: evidence from China and South Korea. Journal of Derivatives and Quantitative Studies 선물연구, 32 (3) , 223–237.
    Kolari, J. W., & Pynnönen, S. (2010) . Event Study Testing with Cross-sectional Correlation of Abnormal Returns. Review of Financial Studies, 23 (11) , 3996–4025.
    Krüger, P. (2015) . Corporate goodness and shareholder wealth. Journal of Financial Economics, 115 (2) , 304–329.
    Lozano, R., & Barreiro-Gen, M. (2021) . Corporate Sustainability and COVID-19: Analyzing the impacts of the outbreak. IEEE Engineering Management Review, 49 (1) , 72–80.
    MacKinlay, A. C. (1997) . Event studies in economics and finance. Journal of Economic Literature, 35 (1) , 13–39.
    Marie, M., Qi, B., Gerged, A. M., & Nobanee, H. (2024) . Exploring Environmental, Social and Governance research in the wake of COVID‐19: A bibliometric analysis of current trends and recommendations for future research. Corporate Social Responsibility and Environmental Management, 31 (6) , 6131–6149.
    Nicolas, M. L., Desroziers, A., Caccioli, F., & Aste, T. (2023) . ESG reputation risk matters: An event study based on social media data. Finance Research Letters, 59, 104712.
    Orpiszewski, T., Thompson, M., & Schwendner, P. (2023) . The stock and option market response to negative ESG news. SSRN Electronic Journal.
    Pedersen, L. H., Fitzgibbons, S., & Pomorski, L. (2021) . Responsible Investing: The ESG-efficient Frontier. Journal of Financial Economics, 142 (2) .
    Pîrvu, P. (2024) . THE ESG INDEX AND THE STOCK RETURN DURING THE PANDEMIC. Proccedings of the International Management Conference.
    Sector Rotation in European Markets: Leveraging Earnings News and Corporate Controversies. (2023) . RavenPack.
    Serafeim, G. (2020) . Public Sentiment and the Price of Corporate Sustainability. Financial Analysts Journal, 76 (2) , 26–46.
    Serafeim, G., & Yoon, A. (2022) . Which corporate ESG news does the market react to? Financial Analysts Journal, 78 (1) , 59–78.
    Tetlock, P. C. (2007) . Giving content to investor sentiment: The role of media in the stock market. The Journal of Finance, 62 (3) , 1139–1168.
    Wong, J. B., & Zhang, Q. (2022) . Stock market reactions to adverse ESG disclosure via media channels. The British Accounting Review, 54 (1) , 101045.
    Yu, H., Liang, C., & Liu, Z. (2023) . News-based ESG sentiment and stock price crash risk. International Review of Financial Analysis, 88, 102646.

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