Investor Emotions and Earnings Announcements
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Abstract (arXiv)
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 predicts 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 7.8 basis points lower announcement return, which translates into an approximately -5.8% annualized loss. 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.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Jun 2020.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 0; 2024: 0; 2025: 1; 2026: 1.
4 papers.
- 2021EmTract: Extracting Emotions from Social Mediacited by 2
- 2022Model-Free Reinforcement Learning for Asset Allocationcited by 1
- 2025Quantifying A Firm's AI Engagement: Constructing Objective, Data-Driven, AI Stock Indices Using 10-K Filingscited by 1
- 2026FinMoji: A Framework for Emoji-driven Sentiment Analysis in Financial Social Mediacited by 0
- 2026FinMoji: A Framework for Emoji-driven Sentiment Analysis in Financial Social Media10 May 2026
- 2025Quantifying A Firm's AI Engagement: Constructing Objective, Data-Driven, AI Stock Indices Using 10-K Filings3 Jan 2025
- 2022Model-Free Reinforcement Learning for Asset Allocation21 Sep 2022
- 2021EmTract: Extracting Emotions from Social Media7 Dec 2021