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How do emotions affect giving? Examining the effects of textual and facial emotions in charitable crowdfunding

Author

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  • Baozhou Lu

    (Ocean University of China)

  • Tailai Xu

    (Beihang University)

  • Weiguo Fan

    (University of Iowa)

Abstract

Drawing on emotional contagion theory and language-mediated association theory, this study develops a research model to examine how textual and facial emotions affect charitable crowdfunding performance. We use computer-aided techniques to extract and measure specific textual and facial emotions in pitches. The proposed model is tested via regression analysis with a sample of 1372 campaigns collected from the largest charitable crowdfunding platform in China—Tencent Gongyi. Moreover, we conducted a fuzzy-set qualitative comparative analysis to examine the complementarity of textual and facial emotions, which supplements the regression analysis results. Our findings show that both textual and facial emotions can impact funding outcomes. However, the effects of specific emotions vary: some (e.g., textual sadness and facial anger) are positive, some (e.g., textual anger and facial fear) are negative, and others (e.g., textual fear, textual disgust, and facial sadness) are insignificant. Moreover, facial emotions complement textual emotions in their effects on funding outcomes. This research outlines a framework to offer a more detailed and comprehensive understanding of emotions in charitable crowdfunding. It also contributes to existing research by revealing the vital but complex role of emotions in the persuasive process of prosocial behaviors and by uncovering the different cognitive mechanisms underlying the impacts of textual and facial emotions.

Suggested Citation

  • Baozhou Lu & Tailai Xu & Weiguo Fan, 2024. "How do emotions affect giving? Examining the effects of textual and facial emotions in charitable crowdfunding," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-44, December.
  • Handle: RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-024-00630-6
    DOI: 10.1186/s40854-024-00630-6
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    1. Maw–Der Foo, 2011. "Emotions and Entrepreneurial Opportunity Evaluation," Entrepreneurship Theory and Practice, , vol. 35(2), pages 375-393, March.
    2. Homer, Pamela Miles, 2021. "When sadness and hope work to motivate charitable giving," Journal of Business Research, Elsevier, vol. 133(C), pages 420-431.
    3. Fisher, Greg & Neubert, Emily & Burnell, Devin, 2021. "Resourcefulness narratives: Transforming actions into stories to mobilize support," Journal of Business Venturing, Elsevier, vol. 36(4).
    4. Ho, Joanne & Plewa, Carolin & Lu, Vinh Nhat, 2016. "Examining strategic orientation complementarity using multiple regression analysis and fuzzy set QCA," Journal of Business Research, Elsevier, vol. 69(6), pages 2199-2205.
    5. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    6. Jorge Mejia & Gloria Urrea & Alfonso J. Pedraza‐Martinez, 2019. "Operational Transparency on Crowdfunding Platforms: Effect on Donations for Emergency Response," Production and Operations Management, Production and Operations Management Society, vol. 28(7), pages 1773-1791, July.
    7. Thomas H. Allison & Blakley C. Davis & Jeremy C. Short & Justin W. Webb, 2015. "Crowdfunding in a Prosocial Microlending Environment: Examining the Role of Intrinsic versus Extrinsic Cues," Entrepreneurship Theory and Practice, , vol. 39(1), pages 53-73, January.
    8. Yoo, Jenny Jeongeun & Song, Sangyoung & Jhang, Jihoon, 2022. "Overhead aversion and facial expressions in crowdfunding," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    9. Gerrit K.C. Ahlers & Douglas Cumming & Christina Günther & Denis Schweizer, 2015. "Signaling in Equity Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(4), pages 955-980, July.
    10. Xiang Yuan & Luyao Wang & Xicheng Yin & Hongwei Wang, 2021. "How text sentiment moderates the impact of motivational cues on crowdfunding campaigns," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-26, December.
    11. Pengnate, Supavich (Fone) & Riggins, Frederick J., 2020. "The role of emotion in P2P microfinance funding: A sentiment analysis approach," International Journal of Information Management, Elsevier, vol. 54(C).
    12. Chan, Eugene Y. & Septianto, Felix, 2022. "Disgust predicts charitable giving: The role of empathy," Journal of Business Research, Elsevier, vol. 142(C), pages 946-956.
    13. Sewaid, Ahmed & Garcia-Cestona, Miguel & Silaghi, Florina, 2021. "Resolving information asymmetries in financing new product development: The case of reward-based crowdfunding," Research Policy, Elsevier, vol. 50(10).
    14. Li, Meng-Ran & Yin, Cheng-Yue, 2022. "Facial expressions of beneficiaries and donation intentions of potential donors: Effects of the number of beneficiaries in charity advertising," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    15. Kamatham, Sri Harsha & Pahwa, Parneet & Jiang, Juncai & Kumar, Nanda, 2021. "Effect of appeal content on fundraising success and donor behavior," Journal of Business Research, Elsevier, vol. 125(C), pages 827-839.
    16. Andreoni, James, 1990. "Impure Altruism and Donations to Public Goods: A Theory of Warm-Glow Giving?," Economic Journal, Royal Economic Society, vol. 100(401), pages 464-477, June.
    17. Tiedens, Larissa Z., 2001. "Anger and Advancement versus Sadness and Subjugation: The Effect of Negative Emotion Expressions on Social Status Conferral," Research Papers 1615, Stanford University, Graduate School of Business.
    18. Shengsheng Xiao & Yi‐Chun (Chad) Ho & Hai Che, 2021. "Building the Momentum: Information Disclosure and Herding in Online Crowdfunding," Production and Operations Management, Production and Operations Management Society, vol. 30(9), pages 3213-3230, September.
    19. Robert J. Fisher & Yu Ma, 2014. "The Price of Being Beautiful: Negative Effects of Attractiveness on Empathy for Children in Need," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(2), pages 436-450.
    20. Pappas, Ilias O. & Woodside, Arch G., 2021. "Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing," International Journal of Information Management, Elsevier, vol. 58(C).
    21. Lingfei Deng & Qiang Ye & DaPeng Xu & Wenjun Sun & Guangxin Jiang, 2022. "A literature review and integrated framework for the determinants of crowdfunding success," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-70, December.
    22. Warnick, Benjamin J. & Davis, Blakley C. & Allison, Thomas H. & Anglin, Aaron H., 2021. "Express yourself: Facial expression of happiness, anger, fear, and sadness in funding pitches," Journal of Business Venturing, Elsevier, vol. 36(4).
    23. Nakagawa, Koichi & Kosaka, Genjiro, 2022. "What social issues do people invest in? An examination based on the empathy–altruism hypothesis of prosocial crowdfunding platforms," Technovation, Elsevier, vol. 114(C).
    24. Anglin, Aaron H. & Short, Jeremy C. & Drover, Will & Stevenson, Regan M. & McKenny, Aaron F. & Allison, Thomas H., 2018. "The power of positivity? The influence of positive psychological capital language on crowdfunding performance," Journal of Business Venturing, Elsevier, vol. 33(4), pages 470-492.
    25. Samuli Patala & Jouni K. Juntunen & Sarianna Lundan & Tiina Ritvala, 2021. "Multinational energy utilities in the energy transition: A configurational study of the drivers of FDI in renewables," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(5), pages 930-950, July.
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