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Scales @, Hurth L, Xi W, Gorman S, Radhakrishnan M, Windham S, Akunne A, Florman J, Leininger L, Gorman J
Addressing Antivaccine Sentiment on Public Social Media Forums Through Web-Based Conversations Based on Motivational Interviewing Techniques: Observational Study
Addressing anti-vaccine sentiment on public social media forums through online conversations based in Motivational Interviewing techniques: An observational study
@davidascales Scales;
Lindsay Hurth;
Wenna Xi;
Sara Gorman;
Malavika Radhakrishnan;
Savannah Windham;
Azubuike Akunne;
Julia Florman;
Lindsey Leininger;
Jack Gorman
ABSTRACT
Research has shown that health misinformation in online social media spaces has real, negative health consequences. Despite a proliferation of research evaluating individual intervention tactics, usually in controlled experimental environments, there remains a dearth of field research testing interventions to address health misinformation in real-time, online, in situ on social media platforms. Here we describe the results of a pilot program of infodemiologists trained to intervene on anti-vaccine sentiment in Facebook comments sections of news article postings using various evidence-informed intervention techniques. Benchmarking our interventions to matched comments, we found that empathy-first communication strategies garner less engagement (defined as comments + emoji reactions) relative to matched controls. This work reinforces research on accuracy nudges and cyberbullying interventions that also reduce engagement. In addition to more research leveraging real-time interventions in real-world social media settings, more data transparency by technology platforms will be essential to finding effective counterspeech remedies to the problem of medical misinformation in digital environments.
Citation
Please cite as:
Scales @, Hurth L, Xi W, Gorman S, Radhakrishnan M, Windham S, Akunne A, Florman J, Leininger L, Gorman J
Addressing Antivaccine Sentiment on Public Social Media Forums Through Web-Based Conversations Based on Motivational Interviewing Techniques: Observational Study