Crowdfunding campaigns for paediatric patients: A cross-sectional analysis of success determinants.

Mikołaj Kamiński, Aleksandra Borys, Jan Nowak, Jarosław Walkowiak
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引用次数: 2

Abstract

Background: We aimed to identify factors of success in medical crowdfunding campaigns on the largest Polish platform: siepomaga.pl.

Material and methods: All campaigns initialised by patients in the years 2009-2017 were included. The data comprised characteristics of the collections: financial target, raised sum, aim, type of disease, Facebook shares, age category, and the exact collection period. Campaign success was defined as collecting the target sum. Emotional expression on the main photograph was analysed using the Azure Cognitive Service. Logistic regression analysis was performed.

Results: From a total of 2,656 collections, 1,725 (65%) were successful and 42.4 million EUR were raised in total. 2,024 (76.2%) of campaigns were dedicated to children. Successful collections not only received more donations, but were also supported, on average, with larger payments. Fortunate campaigns asked for less money and ended earlier (all p < 0.001). The odds of success were increased by: at least 50 Facebook shares (OR, 95% CI: 1.75, 1.46-2.10), the receiver being a child (1.46, 1.18-1.80), aim: dream come true (1.53, 1.06-2.20) or suffering from a congenital disease (1.34, 1.08-1.67), whereas financial target of no less than 4000 EUR (0.41, 0.34-0.52), aim: rehabilitation (0.51, 0.41-0.64), psychiatric disease (0.52, 0.38-0.71), and maladies of the eye or the ear (0.56, 0.39-0.81) were associated with campaign failure. After adjustment, dominance of happiness on the main photograph decreased the odds of success (0.71, 0.59-0.86).

Conclusion: Younger age, lower financial goal, greater exposure on Facebook, aim, disease and emotional expression were associated with success of medical crowdfunding.

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面向儿科患者的众筹活动:成功决定因素的横断面分析。
背景:我们旨在确定波兰最大平台siepomaga.pl上医疗众筹活动成功的因素。材料和方法:包括2009-2017年由患者发起的所有活动。数据包括收集的特征:财务目标、筹集金额、目的、疾病类型、Facebook股份、年龄类别和确切的收集周期。活动成功被定义为募集到目标金额。使用Azure认知服务分析主照片上的情感表达。进行Logistic回归分析。结果:在总共2656次募捐中,成功募集1725次(65%),共筹集了4240万欧元。2024项运动(76.2%)是针对儿童的。成功的募捐不仅收到了更多的捐款,而且平均得到了更多的资助。幸运的活动要求的资金更少,结束得更早(均p < 0.001)。成功的几率增加了:至少50股Facebook股票(OR, 95% CI: 1.75, 1.46-2.10),接受者是儿童(1.46,1.18-1.80),目标:梦想成真(1.53,1.06-2.20)或患有先天性疾病(1.34,1.08-1.67),而财务目标不低于4000欧元(0.41,0.34-0.52),目标:康复(0.51,0.41-0.64),精神疾病(0.52,0.38-0.71)和眼睛或耳朵疾病(0.56,0.39-0.81)与活动失败相关。调整后,快乐在主照片上的优势降低了成功的几率(0.71,0.59-0.86)。结论:年龄较小、财务目标较低、Facebook曝光率较高、目标、疾病和情绪表达与医疗众筹成功相关。
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