投资者情绪和收益公告

Domonkos F. Vamossy
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引用次数: 11

摘要

利用10年来的社交媒体数据,我探讨了投资者情绪对收益公告的影响。特别是,我测试了在公司财报发布之前发布在社交媒体上的公司特定信息的情感内容是否解释了公司的盈利和公告回报。我发现,投资者通常对业绩超出预期的公司感到兴奋,但他们的热情导致了较低的宣布回报。具体来说,兴奋度的标准差增加与公告回报率降低8.9个基点相关,这相当于大约7.2%的年化损失。在这一发现的激励下,我构建了一个零成本的投资组合,利用社交媒体的情绪和对收益公告的看法,并显示出十年来的表现超出市场1.75倍。我的研究结果证实,情绪和市场动态密切相关,并强调了在评估公司短期价值时考虑投资者情绪的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investor Emotions and Earnings Announcements
Armed with a decade of social media data, I explore the impact of investor emotions on earnings announcements. In particular, I test whether the emotional content of firm-specific messages posted on social media just prior to a firm's earnings announcement explains its earnings and announcement returns. I find that investors are typically excited about firms that end up exceeding expectations, yet their enthusiasm results in lower announcement returns. Specifically, a standard deviation increase in excitement is associated with an 8.9 basis points lower announcement return, which translates into an approximately 7.2% annualized loss. Motivated by this finding, I then construct a zero-cost portfolio leveraging social media emotions and opinions around earnings announcements, and show performance exceeding the market by a factor of 1.75 over the decade. My findings confirm that emotions and market dynamics are closely related and highlight the importance of considering investor emotions when assessing a firm's short-term value.
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