#DoctorsSpeakUp: Lessons learned from a pro-vaccine Twitter event.
Beth L Hoffman1, Jason B Colditz2, Ariel Shensa3
1Department of Behavioral and Community Health Sciences, Graduate School of Public Health, University of Pittsburgh, 130 De Sotto Street, Pittsburgh, PA 15261, United States; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, School of Medicine, 1218 Scaife Hall, 35505 Terrace Street, Pittsburgh, PA 15261, United States; Center for Behavioral Health, Media, and Technology, University of Pittsburgh, School of Medicine, 230 McKee Place, Suite 600, Pittsburgh, PA 15213, United States.
Anti-vaccine activists heavily utilized social media during the #DoctorsSpeakUp event, outnumbering pro-vaccine messages. Vaccine advocates can improve social media strategies by focusing on hashtag use and pre-planned messaging to counter misinformation.
Area of Science:
- Public Health
- Social Media Analysis
- Vaccinology
Background:
- Growing anti-vaccine activism on social media prompted the #DoctorsSpeakUp event.
- The event aimed to foster pro-vaccine advocacy.
- Analysis of Twitter content surrounding the event was conducted.
Purpose of the Study:
- To characterize Twitter users involved in the #DoctorsSpeakUp event.
- To quantify the proportion of pro-vaccine versus anti-vaccine sentiment in tweets.
- To analyze the content of tweets related to the event.
Main Methods:
- Collected tweets using Twitter's Filtered Streams Interface for the #DoctorsSpeakUp hashtag.
- Conducted thematic content analysis on a subsample of tweets (n=966) with two independent coders.
- Utilized Botometer to assess the likelihood of accounts being automated (bots).
Main Results:
- Of 847 relevant tweets, 28.8% were from parents and 8.0% from health professionals.
- A significant majority of tweets (78.9%) expressed anti-vaccine sentiment compared to pro-vaccine sentiment (19.7%).
- Tweet sentiment was significantly associated with account type and content, with 5.4% of users classified as bots.
Conclusions:
- A coordinated anti-vaccine response was observed during the #DoctorsSpeakUp event.
- Findings suggest strategies for vaccine advocates to enhance social media effectiveness.
- Recommendations include optimizing hashtag usage and pre-developing pro-vaccine messages for wider promotion.
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