The Role of Race and Ethnicity in Healthcare Crowdfunding: an exploratory analysis

Sara Machado, Beatrice Perez, Irene Papanicolas
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Abstract

Medical crowdfunding is a key source of finance for individuals facing high out of pocket costs, including organ transplant candidates. However, little is known about racial disparities in campaigning activity and outcomes, or how these relate to access to care. In this exploratory nationwide cross-sectional study, we examined racial disparities in campaigning activity across states and the association between U.S. campaigners’ race and ethnicity and crowdfunding outcomes using a novel database of organ-transplant related campaigns, and an algorithm to identify race and ethnicity based on name and geographic location. This analysis suggests that there are racial disparities in individuals’ ability to successfully raise requested funds, with Black and Hispanic campaigners fundraising lower amounts and less likely to achieve their monetary goals. We also find that crowdfunding among White, Black, and Hispanic populations exhibit different patterns of activity at the state level, and in relation to race specific uninsurance and wait list additions, highlighting potential differences in fundraising need across the three groups. Policy efforts should consider not only how inequalities in fundraising ability for associated costs influences accessibility to care, but also how to identify clinical need among minorities.
种族和民族在医疗众筹中的作用:探索性分析
医疗众筹是包括器官移植候选人在内的面临高额自费的个人的一个重要资金来源。然而,人们对竞选活动和结果中的种族差异,以及这些差异与获得医疗服务的关系知之甚少。在这项探索性的全国横断面研究中,我们利用一个新颖的器官移植相关活动数据库以及一种根据姓名和地理位置识别种族和民族的算法,研究了各州竞选活动中的种族差异,以及美国竞选者的种族和民族与众筹结果之间的关联。这项分析表明,个人成功筹集资金的能力存在种族差异,黑人和拉美裔筹资者的筹资金额较低,实现筹资目标的可能性也较小。我们还发现,白人、黑人和拉美裔人群的众筹活动在州一级表现出不同的活动模式,并与特定种族的未保险和等待名单的增加有关,这突显了这三个群体在筹款需求方面的潜在差异。政策工作不仅应考虑相关费用筹资能力的不平等如何影响医疗服务的可及性,还应考虑如何识别少数民族的临床需求。
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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