Pictures that are Worth a Thousand Donations: How Emotions in Project Images Drive the Success of Online Charity Fundraising Campaigns? An Image Design Perspective

IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Mis Quarterly Pub Date : 2023-06-01 DOI:10.25300/misq/2022/17164
Jian-Ren Hou, Jie Zhang, Kunpeng Zhang
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引用次数: 1

Abstract

Charity fundraising is becoming increasingly reliant on online platforms such as crowdfunding platforms. However, overwhelmingly, crowdfunding campaigns are not meeting their goals. Therefore, it is imperative to examine how the success of charity fundraising campaigns can be improved. In this paper, we focus on the design of project images on a crowdfunding website, which portray the themes and content of the projects. Employing the stimulus-organism-response (S-O-R) model, we investigate the relationships between image attributes (S) and image emotions (O), and between image emotions (O) and campaign outcomes (R). We developed and trained a deep neural network model to identify the emotions conveyed in the images, and then implemented it to analyze project images from a popular crowdfunding platform. We applied the obtained image emotions together with the objective image attributes and the project outcome metrics to explore from a design perspective, what image attributes evoke image emotions, and how image emotions are related to the success of charity fundraising projects. Our results confirm these relationships and further suggest that the roles of image emotions on the success of crowdfunding campaigns vary with project characteristics such as the project budget and category. In addition, the image emotions of competing projects on the crowdfunding platform were found to reduce the project’s performance. In an extended study, we conducted an online randomized controlled experiment by manipulating image attributes to reexamine the causal relationships and verify the mediating roles of positive and negative empathies between image emotions and campaign outcomes. This research contributes to the charity fundraising literature from a novel perspective of emotions in project images. It presents new and unique findings regarding the mediation roles of positive and negative empathies and the limitations of the emotion of sadness in certain types of charity fundraising. In addition, our findings provide useful insights for practitioners seeking to design successful online charity campaigns.
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图片值一千次捐赠:项目图片中的情感如何推动在线慈善筹款活动的成功?形象设计视角
慈善筹款越来越依赖于众筹平台等网络平台。然而,绝大多数众筹活动并没有达到他们的目标。因此,研究如何提高慈善募捐活动的成功率势在必行。本文以某众筹网站的项目形象设计为研究重点,通过形象设计来体现项目的主题和内容。采用刺激-生物-反应(S-O-R)模型,我们研究了图像属性(S)与图像情绪(O)之间的关系,以及图像情绪(O)与活动结果(R)之间的关系。我们开发并训练了一个深度神经网络模型来识别图像中传达的情绪,然后将其应用于分析来自一个流行众筹平台的项目图像。我们将获得的形象情感与客观形象属性和项目成果指标结合起来,从设计的角度探讨什么样的形象属性能唤起形象情感,以及形象情感与慈善筹款项目成功的关系。我们的研究结果证实了这些关系,并进一步表明,形象情绪对众筹活动成功的作用随着项目特征(如项目预算和类别)的不同而不同。此外,众筹平台上竞争项目的形象情绪会降低项目的绩效。在一项扩展研究中,我们通过操纵形象属性进行了在线随机对照实验,重新审视了形象情绪与竞选结果之间的因果关系,并验证了积极和消极共情的中介作用。本研究为慈善筹款文献提供了一个全新的项目形象情感视角。本文就积极和消极共情的中介作用以及悲伤情绪在某些类型的慈善筹款中的局限性提出了新的和独特的发现。此外,我们的研究结果为寻求设计成功的在线慈善活动的从业者提供了有用的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Mis Quarterly
Mis Quarterly 工程技术-计算机:信息系统
CiteScore
13.30
自引率
4.10%
发文量
36
审稿时长
6-12 weeks
期刊介绍: Journal Name: MIS Quarterly Editorial Objective: The editorial objective of MIS Quarterly is focused on: Enhancing and communicating knowledge related to: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Addressing professional issues affecting the Information Systems (IS) field as a whole Key Focus Areas: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Professional issues affecting the IS field as a whole
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