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引用次数: 0
摘要
近年来,Twitter 的海量数据在股票市场研究中得到了深入探讨,因为研究人员可以利用这些数据将投资者情绪和投资者关注度与股票表现联系起来。然而,如果将研究范围缩小到数以百万计的名人式首席执行官,就能更深入地了解这些首席执行官在推特上谈论其公司或产品时,推特的作用。本研究重点关注这类以公司为导向的推文对 CEO 所在公司股票表现和交易量的影响。本研究检索了 8 位 CEO 的 27,000 多条特定账户推文,时间跨度约为 12 年。对股票回报率和交易量变化进行了事件研究分析,因为这是研究人员在类似研究中使用的最合适的方法。与平均波动率相比,在出现上述推文的情况下,股票收益波动率会更高。统计检验显示,在上述推文发布的第二天,公司股票回报率和交易量相对较高,这说明首席执行官的推文内容与公司股票表现之间存在关系。
The power of social media: effects of CEO tweets on stock performance
Twitter's massive data has been intensively explored in the stock market research in recent years as it allows researchers to relate investor sentiment and investor attention to stock performance. However, narrowing down to celebrity-like CEOs, followed by millions, allows more insight to Twitter's usefulness when these CEOs tweet about their company or its products. This study focuses on the effects of such company-oriented tweets on CEOs' companies' stock performance and trading volume. More than 27,000 account-specific tweets are retrieved for 8 CEOs spanning to around 12 years. Event study analysis is performed for stock returns and trading volume change, as it is the most appropriate method used by researchers in similar studies. In the event of an aforementioned tweet, higher stock return volatility is observed in comparison to average volatility. Statistical tests reveal that stock returns and volumes are relatively higher for companies the next day of the said tweet, depicting a relationship between CEO's tweet content and stock performance of companies.
期刊介绍:
The Eurasian Business Review (EABR) publishes articles in Industrial Organization, Innovation and Management Science.
In particular, EABR is committed to publishing empirical articles which provide significant contributions in the fields of the economics and management of innovation, industrial and business economics, corporate governance and corporate finance, entrepreneurship and organizational change, strategic management, accounting, marketing, human resources management, and information systems.
While the main focus of EABR is on Europe and Asia, papers in the fields listed above on any region or country are highly encouraged.
The Eurasian Business Review is one of the two official journals of the Eurasia Business and Economics Society (EBES) and is published quarterly.