EXPRESS: Racial Inequity in Donation-based Crowdfunding Platforms: the Role of Facial Emotional Expressiveness

IF 11.5 1区 管理学 Q1 BUSINESS
Elham Yazdani, Anindita Chakravarty, Jeffrey Inman
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引用次数: 0

Abstract

Donation-based crowdfunding platforms often claim to pursue equitable outcomes for all beneficiaries, yet many face criticism for failing to do so across different demographic profiles. In response, platform managers are eager to understand how these inequities emerge and explore solutions to address them. In this research, we show that the degree of facial emotional expressiveness of beneficiaries in uploaded images can differentially impact donation amounts for White vs Black beneficiaries. Drawing on social vision theory, we propose that facial emotional expressiveness in images combined with the race of the faces activates racial stereotypes of emotion expression that result in differential donation amounts to Black and White individuals. Analyzing a sample of 4,153 campaigns from GoFundMe between June 2021 and September 2022, along with a follow-up experiment, we find that higher facial emotional expressiveness is associated with significantly lower donation amounts for Black compared to White beneficiaries. Further exploring our moderating constructs reveals that the use of call-to-action cues, affective messaging, and race-gender homophily cues can attenuate the activation of stereotypes and therefore reduce differences in donation amounts between racial groups. Based on these findings, we offer targeted recommendations for platform managers to help reduce racial inequities in crowdfunding outcomes.
表达:基于捐赠的众筹平台中的种族不平等:面部情绪表达能力的作用
以捐赠为基础的众筹平台经常声称要为所有受益人追求公平的结果,但许多平台却因未能在不同的人口结构中做到这一点而受到批评。对此,平台管理者迫切希望了解这些不公平现象是如何产生的,并探索解决这些问题的方法。在这项研究中,我们发现受益人在上传图片中的面部情绪表达程度会对白人和黑人受益人的捐款数额产生不同的影响。借鉴社会视觉理论,我们提出,图像中的面部情绪表达能力与人脸的种族相结合,会激活对情绪表达的种族刻板印象,从而导致黑人和白人的捐款数额不同。通过分析 GoFundMe 在 2021 年 6 月至 2022 年 9 月期间的 4,153 个活动样本以及后续实验,我们发现,与白人受益人相比,较高的面部情绪表达能力与黑人受益人较低的捐赠金额显著相关。进一步探索我们的调节建构发现,使用行动号召线索、情感信息和种族-性别同亲线索可以减少刻板印象的激活,从而减少种族群体之间的捐赠金额差异。基于这些发现,我们为平台管理者提供了有针对性的建议,以帮助减少众筹结果中的种族不平等。
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来源期刊
CiteScore
24.10
自引率
5.40%
发文量
49
期刊介绍: Founded in 1936,the Journal of Marketing (JM) serves as a premier outlet for substantive research in marketing. JM is dedicated to developing and disseminating knowledge about real-world marketing questions, catering to scholars, educators, managers, policy makers, consumers, and other global societal stakeholders. Over the years,JM has played a crucial role in shaping the content and boundaries of the marketing discipline.
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