Categories
Nevin Manimala Statistics

COVID-19 Misinformation: Social Network Crowd-Funding for Alternative COVID-19 Treatments and Anti-Vaccine Mandates

J Med Internet Res. 2022 Jun 4. doi: 10.2196/38395. Online ahead of print.

ABSTRACT

BACKGROUND: Crowdfunding is increasingly used to offset the financial burdens of illness and healthcare. In the era of the COVID-19 pandemic and associated infodemic, the role of crowdfunding to support controversial COVID-19 stances is unknown.

OBJECTIVE: We sought to examine COVID-related crowdfunding focusing on the funding of alternative treatments not endorsed by major medical entities, including campaigns with an explicit anti-vaccine, anti-mask, or anti-healthcare stances.

METHODS: We performed a cross-sectional analysis of GoFundMe campaigns for individuals requesting donations for COVID-19 relief. Campaigns were identified by keyword and manual review to categorize campaigns into “Traditional treatments”, “Alternative treatments”, “Business-related”, “Mandate”, “First Response”, and “General”. For each campaign, we extracted basic narrative, engagement, and financial variables. Among those that were manually reviewed the additional variables of “mandate type”, “mandate stance” and presence of COVID-19 misinformation within the campaign narrative were also included. COVID-19 misinformation was defined as “false or misleading statements” where cited evidence could be provided to refute the claim. Descriptive statistics were used to characterize the study cohort.

RESULTS: A total of 30,368 campaigns met criteria for final analysis. After manual review, we identified 53 campaigns (0.17%) seeking funding for unproven alternative medical treatment for COVID-19 including popularized treatments: ivermectin (14), hydroxychloroquine (6), and Vitamin D (4). Twenty-three (43%) of the campaigns seeking support for alternative treatments contained COVID-19 misinformation. There were 80 campaigns that opposed mandating masks/vaccination, 48 (60%) of which contained COVID-19 misinformation. Alternative treatment campaigns had a lower median amount raised ($1,135) compared to traditional ($2,828) treatments (p<0.0001) and a lower median percentile of target achieved (11.9% vs 31.1%; p=0.0027). Campaigns for alternative treatments raised substantially lower amounts ($115,000 vs $52,715,000, respectively) and lower proportions of fundraising goals (2.1% vs 12.5%) for alternative versus conventional campaigns. The median goal for campaigns was significantly higher ($25,000 vs $10,000) for campaigns opposing mask/vaccine mandates relative to those in support of upholding mandates (p=0.042). Campaigns seeking funding to lift mandates on health care workers reached $622 out of a $410,000 goal (0.15%). Conversely, funding campaigns seeking assistance for front-line health workers reached goal funding in 13.5% of cases.

CONCLUSIONS: A small minority of online crowdfunding for COVID-19 were directed at unproven COVID-19 treatments and support for campaigns aimed against masking or vaccine mandates. Approximately half of these campaigns contained verifiably false or misleading information and had limited fundraising success. Crowd-sourced campaign funding for unproven COVID-19 beliefs may be attempting to capitalize on and perpetuate ongoing COVID-19 misinformation. It remains unclear how these funds are being spent and therefore to what extent donors are being manipulated based on their COVID-19 views. The ongoing Infodemic will no doubt continue to strain the resources of social media sites including GoFundMe.

INTERNATIONAL REGISTERED REPORT: RR2-10.1001/jamainternmed.2019.3330.

PMID:35820053 | DOI:10.2196/38395

By Nevin Manimala

Portfolio Website for Nevin Manimala