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Accepted for/Published in: JMIR Infodemiology

Date Submitted: Jun 20, 2023
Open Peer Review Period: Jun 20, 2023 - Jul 4, 2023
Date Accepted: Sep 30, 2023
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Addressing Antivaccine Sentiment on Public Social Media Forums Through Web-Based Conversations Based on Motivational Interviewing Techniques: Observational Study

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

JMIR Infodemiology 2023;3:e50138

DOI: 10.2196/50138

PMID: 37962940

PMCID: 10685291

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

JMIR Infodemiology 2023;3:e50138

DOI: 10.2196/50138

PMID: 37962940

PMCID: 10685291

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