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

IF 11.5 1区 管理学 Q1 BUSINESS
Elham Yazdani, Anindita Chakravarty, Jeffrey Inman
{"title":"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","authors":"Elham Yazdani, Anindita Chakravarty, Jeffrey Inman","doi":"10.1177/00222429241300320","DOIUrl":null,"url":null,"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.","PeriodicalId":16152,"journal":{"name":"Journal of Marketing","volume":null,"pages":null},"PeriodicalIF":11.5000,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"EXPRESS: Racial Inequity in Donation-based Crowdfunding Platforms: the Role of Facial Emotional Expressiveness\",\"authors\":\"Elham Yazdani, Anindita Chakravarty, Jeffrey Inman\",\"doi\":\"10.1177/00222429241300320\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":16152,\"journal\":{\"name\":\"Journal of Marketing\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":11.5000,\"publicationDate\":\"2024-11-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Marketing\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1177/00222429241300320\",\"RegionNum\":1,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Marketing","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1177/00222429241300320","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EXPRESS: Racial Inequity in Donation-based Crowdfunding Platforms: the Role of Facial Emotional Expressiveness
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信