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Social Executives’ emotions and firm value: An empirical study enhanced by cognitive analytics

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  • Wang, Qiping
  • Yiu Keung Lau, Raymond
  • Xie, Haoran
  • Liu, Hongyan
  • Guo, Xunhua

Abstract

Investors are increasingly relying on social media to seek insights into corporate prospects. However, it remains unclear whether social executives—those engaging with stakeholders through social media—provide valuable information that shapes investors’ investment decisions, thereby influencing firm value. Drawing on emotions as social information theory, this study explores the impact of social executives’ emotions, derived from social media posts, on firm value. Moreover, we consider variances in effects across different post types and firm sizes. Applying advanced cognitive analytics and deep learning techniques, our analysis reveals a significant association between the emotions of fear and anger expressed in posts related to firm events or routine work and firm value, with more pronounced effects observed in small firms. Additionally, our machine learning experiments demonstrate that social executives’ emotions contribute to more accurate predictions of firm value than sentiments alone. These findings have important implications for both theory and practice.

Suggested Citation

  • Wang, Qiping & Yiu Keung Lau, Raymond & Xie, Haoran & Liu, Hongyan & Guo, Xunhua, 2024. "Social Executives’ emotions and firm value: An empirical study enhanced by cognitive analytics," Journal of Business Research, Elsevier, vol. 175(C).
    • Handle: RePEc:eee:jbrese:v:175:y:2024:i:c:s0148296324000791
    DOI: 10.1016/j.jbusres.2024.114575
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    References listed on IDEAS

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    1. Ali Akansu & James Cicon & Stephen P. Ferris & Yanjia Sun, 2017. "Firm Performance in the Face of Fear: How CEO Moods Affect Firm Performance," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 18(4), pages 373-389, October.
    2. Michael Spence, 2002. "Signaling in Retrospect and the Informational Structure of Markets," American Economic Review, American Economic Association, vol. 92(3), pages 434-459, June.
    3. Rohit Aggarwal & Ram Gopal & Alok Gupta & Harpreet Singh, 2012. "Putting Money Where the Mouths Are: The Relation Between Venture Financing and Electronic Word-of-Mouth," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 976-992, September.
    4. Hang Nguyen & Roger Calantone & Ranjani Krishnan, 2020. "Influence of Social Media Emotional Word of Mouth on Institutional Investors’ Decisions and Firm Value," Management Science, INFORMS, vol. 66(2), pages 887-910, February.
    5. Paul P. Momtaz, 2021. "CEO emotions and firm valuation in initial coin offerings: An artificial emotional intelligence approach," Strategic Management Journal, Wiley Blackwell, vol. 42(3), pages 558-578, March.
    6. Xueming Luo & Jie Zhang & Wenjing Duan, 2013. "Social Media and Firm Equity Value," Information Systems Research, INFORMS, vol. 24(1), pages 146-163, March.
    7. Ciaran Heavey & Zeki Simsek & Christina Kyprianou & Marten Risius, 2020. "How do strategic leaders engage with social media? A theoretical framework for research and practice," Strategic Management Journal, Wiley Blackwell, vol. 41(8), pages 1490-1527, August.
    8. X. Frank Zhang, 2006. "Information Uncertainty and Analyst Forecast Behavior," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 565-590, June.
    9. Danbolt, Jo & Siganos, Antonios & Vagenas-Nanos, Evangelos, 2015. "Investor sentiment and bidder announcement abnormal returns," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 164-179.
    10. Oliveira, João S. & Ifie, Kemefasu & Sykora, Martin & Tsougkou, Eleni & Castro, Vitor & Elayan, Suzanne, 2022. "The effect of emotional positivity of brand-generated social media messages on consumer attention and information sharing," Journal of Business Research, Elsevier, vol. 140(C), pages 49-61.
    11. John Griffith & Mohammad Najand & Jiancheng Shen, 2020. "Emotions in the Stock Market," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 21(1), pages 42-56, January.
    12. Aswani, Reema & Kar, Arpan Kumar & Ilavarasan, P. Vigneswara & Dwivedi, Yogesh K., 2018. "Search engine marketing is not all gold: Insights from Twitter and SEOClerks," International Journal of Information Management, Elsevier, vol. 38(1), pages 107-116.
    13. Mochen Yang & Gediminas Adomavicius & Gordon Burtch & Yuqing Rena, 2018. "Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining," Information Systems Research, INFORMS, vol. 29(1), pages 4-24, March.
    14. Brown, Stephen J. & Warner, Jerold B., 1980. "Measuring security price performance," Journal of Financial Economics, Elsevier, vol. 8(3), pages 205-258, September.
    15. Pontiff, Jeffrey & Schall, Lawrence D., 1998. "Book-to-market ratios as predictors of market returns," Journal of Financial Economics, Elsevier, vol. 49(2), pages 141-160, August.
    16. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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