Donor Retention in Online Crowdfunding Communities: A Case Study of DonorsChoose.org.

Tim Althoff, Jure Leskovec
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引用次数: 98

Abstract

Online crowdfunding platforms like DonorsChoose.org and Kick-starter allow specific projects to get funded by targeted contributions from a large number of people. Critical for the success of crowdfunding communities is recruitment and continued engagement of donors. With donor attrition rates above 70%, a significant challenge for online crowdfunding platforms as well as traditional offline non-profit organizations is the problem of donor retention. We present a large-scale study of millions of donors and donations on DonorsChoose.org, a crowdfunding platform for education projects. Studying an online crowdfunding platform allows for an unprecedented detailed view of how people direct their donations. We explore various factors impacting donor retention which allows us to identify different groups of donors and quantify their propensity to return for subsequent donations. We find that donors are more likely to return if they had a positive interaction with the receiver of the donation. We also show that this includes appropriate and timely recognition of their support as well as detailed communication of their impact. Finally, we discuss how our findings could inform steps to improve donor retention in crowdfunding communities and non-profit organizations.

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在线众筹社区的捐赠者留存:以DonorsChoose.org为例
像DonorsChoose.org和kickstarter这样的在线众筹平台允许特定项目通过大量人群的定向捐款获得资金。众筹社区成功的关键是招募和持续参与捐助者。在捐赠者流失率超过70%的情况下,在线众筹平台和传统的线下非营利组织面临的一个重大挑战是捐赠者的保留问题。我们在DonorsChoose.org(一个教育项目众筹平台)上对数百万捐赠者和捐款进行了大规模研究。研究一个在线众筹平台,可以前所未有地详细了解人们如何指导他们的捐款。我们探索了影响捐赠者保留的各种因素,这使我们能够识别不同的捐赠者群体,并量化他们对后续捐赠的回报倾向。我们发现,如果捐赠者与接受者有积极的互动,他们更有可能回报。我们还表明,这包括适当和及时地承认他们的支持,以及详细地沟通他们的影响。最后,我们讨论了我们的研究结果如何为提高众筹社区和非营利组织的捐助者保留率提供信息。
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