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Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns

BACKGROUND: Crowdfunding for medical costs is becoming increasingly popular. Few previous studies have described the fundraising characteristics and qualities associated with success. OBJECTIVE: This study aimed to characterize and investigate the qualities associated with successful dermatological...

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Autores principales: Mark, Erica, Sridharan, Mira, Florenzo, Brian, Schenck, Olivia L, Noland, Mary-Margaret B, Barbieri, John S, Lipoff, Jules B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10334893/
https://www.ncbi.nlm.nih.gov/pubmed/37632862
http://dx.doi.org/10.2196/34111
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author Mark, Erica
Sridharan, Mira
Florenzo, Brian
Schenck, Olivia L
Noland, Mary-Margaret B
Barbieri, John S
Lipoff, Jules B
author_facet Mark, Erica
Sridharan, Mira
Florenzo, Brian
Schenck, Olivia L
Noland, Mary-Margaret B
Barbieri, John S
Lipoff, Jules B
author_sort Mark, Erica
collection PubMed
description BACKGROUND: Crowdfunding for medical costs is becoming increasingly popular. Few previous studies have described the fundraising characteristics and qualities associated with success. OBJECTIVE: This study aimed to characterize and investigate the qualities associated with successful dermatological fundraisers. METHODS: This cross-sectional study of dermatological GoFundMe campaigns collected data, including demographic variables, thematic variables using an inductive qualitative method, and quantitative information. Linear regression examined the qualities associated with success, which are defined based on funds raised when controlling for campaign goals. Logistic regression was used to examine qualities associated with extremely successful campaigns, defined as those raising >1.5 times the IQR. Statistical significance was set at P<.05. RESULTS: A total of 2008 publicly available campaigns at the time of data collection were evaluated. Nonmodifiable factors associated with greater success included male gender, age 20-40 years, and White race. Modifiable factors associated with success included more updates posted to the campaign page, non–self-identity of the campaign creator, mention of a chronic condition, and smiling in campaign profile photographs. CONCLUSIONS: Understanding the modifiable factors of medical crowdfunding may inform future campaigns, and nonmodifiable factors may have policy implications for improving health care equity and financing. Crowdfunding for medical disease treatment may have potential implications for medical privacy and exacerbation of existing health care disparities. This study was limited to publicly available GoFundMe campaigns. Potential limitations for this study include intercoder variability, misclassification bias because of the data abstraction process, and prioritization of campaigns based on the proprietary GoFundMe algorithm.
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spelling pubmed-103348932023-07-18 Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns Mark, Erica Sridharan, Mira Florenzo, Brian Schenck, Olivia L Noland, Mary-Margaret B Barbieri, John S Lipoff, Jules B JMIR Dermatol Original Paper BACKGROUND: Crowdfunding for medical costs is becoming increasingly popular. Few previous studies have described the fundraising characteristics and qualities associated with success. OBJECTIVE: This study aimed to characterize and investigate the qualities associated with successful dermatological fundraisers. METHODS: This cross-sectional study of dermatological GoFundMe campaigns collected data, including demographic variables, thematic variables using an inductive qualitative method, and quantitative information. Linear regression examined the qualities associated with success, which are defined based on funds raised when controlling for campaign goals. Logistic regression was used to examine qualities associated with extremely successful campaigns, defined as those raising >1.5 times the IQR. Statistical significance was set at P<.05. RESULTS: A total of 2008 publicly available campaigns at the time of data collection were evaluated. Nonmodifiable factors associated with greater success included male gender, age 20-40 years, and White race. Modifiable factors associated with success included more updates posted to the campaign page, non–self-identity of the campaign creator, mention of a chronic condition, and smiling in campaign profile photographs. CONCLUSIONS: Understanding the modifiable factors of medical crowdfunding may inform future campaigns, and nonmodifiable factors may have policy implications for improving health care equity and financing. Crowdfunding for medical disease treatment may have potential implications for medical privacy and exacerbation of existing health care disparities. This study was limited to publicly available GoFundMe campaigns. Potential limitations for this study include intercoder variability, misclassification bias because of the data abstraction process, and prioritization of campaigns based on the proprietary GoFundMe algorithm. JMIR Publications 2022-04-22 /pmc/articles/PMC10334893/ /pubmed/37632862 http://dx.doi.org/10.2196/34111 Text en ©Erica Mark, Mira Sridharan, Brian Florenzo, Olivia L Schenck, Mary-Margaret B Noland, John S Barbieri, Jules B Lipoff. Originally published in JMIR Dermatology (http://derma.jmir.org), 22.04.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Dermatology Research, is properly cited. The complete bibliographic information, a link to the original publication on http://derma.jmir.org, as well as this copyright and license information must be included.
spellingShingle Original Paper
Mark, Erica
Sridharan, Mira
Florenzo, Brian
Schenck, Olivia L
Noland, Mary-Margaret B
Barbieri, John S
Lipoff, Jules B
Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns
title Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns
title_full Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns
title_fullStr Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns
title_full_unstemmed Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns
title_short Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns
title_sort crowdsourcing medical costs in dermatology: cross-sectional study analyzing dermatologic gofundme campaigns
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10334893/
https://www.ncbi.nlm.nih.gov/pubmed/37632862
http://dx.doi.org/10.2196/34111
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