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Crowdfunding campaigns for paediatric patients: A cross-sectional analysis of success determinants
Mikołaj Kamiński1, Aleksandra Borys1, Jan Nowak1
1Department of Paediatric Gastroenterology and Metabolic Diseases, Poznan University of Medical Sciences, Poznan, Poland.
Insights
Successful medical crowdfunding campaigns often feature children, have lower financial goals, and greater Facebook engagement. Campaign photos showing happiness decreased success odds, highlighting key factors for fundraising.
Area of Science:
- Medical Crowdfunding
- Health Economics
- Social Media Analysis
Background:
- Medical crowdfunding is a significant source of funding for healthcare.
- Analyzing success factors is crucial for optimizing campaign outcomes.
- The largest Polish crowdfunding platform, siepomaga.pl, was studied.
Purpose of the Study:
- To identify key determinants of success in Polish medical crowdfunding campaigns.
- To provide insights for improving the effectiveness of future fundraising efforts.
Main Methods:
- Analysis of 2,656 medical crowdfunding campaigns initiated between 2009-2017.
- Data included financial targets, sums raised, campaign aims, disease types, and social media shares.
- Logistic regression and image analysis (Azure Cognitive Service) were employed.
Main Results:
- 65% of campaigns were successful, raising over 42 million EUR.
- Campaigns for children (76.2%) and those with lower financial targets were more successful.
- Higher Facebook shares and specific disease types (congenital) increased success odds, while rehabilitation or psychiatric aims decreased them.
Conclusions:
- Factors influencing medical crowdfunding success include campaign characteristics, disease type, and social media presence.
- Lower financial goals and increased online visibility are associated with higher success rates.
- Emotional expression in campaign photos, particularly happiness, negatively impacted success rates.
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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