ArticleJournal of medical Internet research2020
Understanding the Dimensions of Medical Crowdfunding: A Visual Analytics Approach.
Article in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 70 citations in OpenAlex.
- Success Factors of Medical Crowdfunding Campaigns: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Social Media Use for Health Purposes: Systematic Review.Journal of medical Internet research · 2021Pooled it
- GoFundMe®: Crowdfunding Among Young Adult Patients With Cancer.Clinical journal of oncology nursing · 2025Article
- Holistic Influence of Multimodal Medical Crowdfunding Affordances on Charitable Crowdfunding Outcome: Systematic Multimodel Analysis Study.JMIR medical informatics · 2025Article
- Impact of Medical Conditions and Area Deprivation on Fundraising Success in Online Crowdfunding: Cross-Sectional Study.Journal of medical Internet research · 2025Article
- Medical crowdfunding for cancer patients seeking fertility treatments: a cross-sectional analysis.F&S reports · 2025Article
- Impact of Image Content on Medical Crowdfunding Success: A Machine Learning Approach.Journal of medical Internet research · 2024Article
- The IMPACT Survey: the economic impact of osteogenesis imperfecta in adults.Orphanet journal of rare diseases · 2024Article
- The Use of Medical Crowdfunding to Mitigate the Personal Costs of Serious Chronic Illness: Scoping Review.Journal of medical Internet research · 2023Article
- The Success of Cancer Crowdfunding Campaigns: Project and Text Analysis.Journal of medical Internet research · 2023Article
- Article
- Use of Netnography to Understand GoFundMeHealthcare (Basel, Switzerland) · 2022Article
- Fundraising in Education: Road Map to Involving Medical Educators in Fundraising.JMIR medical education · 2022Article
- An overview of Fintech applications to solve the puzzle of health care funding: state-of-the-art in medical crowdfunding.Financial innovation · 2022Article
- The future of basic science in orthopaedics and traumatology: Cassandra or Prometheus?European journal of medical research · 2021Review
- Effect of Textual Features on the Success of Medical Crowdfunding: Model Development and Econometric Analysis from the Tencent Charity Platform.Journal of medical Internet research · 2021Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMedical crowdfunding has emerged as a growing field for fundraising opportunities. Some environmental trends have driven the emergence of campaigns to raise funds for medical care. These trends include lack of medical insurance, economic backlash following the 2008 financial collapse, and shortcomings of health care regulations.
objectiveResearch regarding crowdfunding campaign use, reasons, and effects on the provision of medical care and individual relationships in health systems is limited. This study aimed to explore the nature and dimensions of the phenomenon of medical crowdfunding using a visual analytics approach and data crawled from the GoFundMe crowdfunding platform in 2019. We aimed to explore and identify the factors that contribute to a successful campaign.
methodsThis data-driven study used a visual analytics approach. It focused on descriptive analytics to obtain a panoramic insight into medical projects funded through the GoFundMe crowdfunding platform.
resultsThis study highlighted the relevance of positioning the campaign for fundraising. In terms of motivating donors, it appears that people are typically more generous in contributing to campaigns for children rather than those for adults. The results emphasized the differing dynamics that a picture posted in the campaign brings to the potential for medical crowdfunding. In terms of donor's motivation, the results show that a picture depicting the pediatric patient by himself or herself is the most effective. In addition, a picture depicting the current medical condition of the patient as severe is more effective than one depicting relative normalcy in the condition. This study also drew attention to the optimum length of the title. Finally, an interesting trend in the trajectory of donations is that the average amount of a donation decreases with an increase in the number of donors. This indicates that the first donors tend to be the most generous.
conclusionsThis study examines the relationship between social media, the characteristics of a campaign, and the potential for fundraising. Its analysis of medical crowdfunding campaigns across the states offers a window into the status of the country's health care affordability. This study shows the nurturing role that social media can play in the domain of medical crowdfunding. In addition, it discusses the drivers of a successful fundraising campaign with respect to the GoFundMe platform.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.