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How do Twitter users react to TV broadcasts dedicated to vaccines in Italy?
- Source :
- The European Journal of Public Health
- Publication Year :
- 2020
-
Abstract
- Background Social media monitoring during TV broadcasts dedicated to vaccines can provide information on vaccine confidence. We analyzed the sentiment of tweets published in reaction to two TV broadcasts in Italy dedicated to vaccines, one based on scientific evidence [Presadiretta (PD)] and one including anti-vaccine personalities [Virus (VS)]. Methods Tweets about vaccines published in an 8-day period centred on each of the two TV broadcasts were classified by sentiment. Differences in tweets’ and users’ characteristics between the two broadcasts were tested through Poisson, quasi-Poisson or logistic univariate regression. We investigated the association between users’ characteristics and sentiment through univariate quasi-binomial logistic regression. Results We downloaded 12 180 tweets pertinent to vaccines, published by 5447 users; 276 users tweeted during both broadcasts. Sentiment was positive in 50.4% of tweets, negative in 37.7% and neutral in 10.1% (remaining tweets were unclear or questions). The positive/negative ratio was higher for VS compared to PD (6.96 vs. 4.24, P Conclusions Twitter users were highly reactive to TV broadcasts dedicated to vaccines. Sentiment was mainly positive, especially among very active users. Displaying anti-vaccine positions on TV elicited a positive sentiment on Twitter. Listening to social media during TV shows dedicated to vaccines can provide a diverse set of data that can be exploited by public health institutions to inform tailored vaccine communication initiatives.
- Subjects :
- Vaccines
0303 health sciences
030306 microbiology
Public Health, Environmental and Occupational Health
Friends
Advertising
Logistic regression
03 medical and health sciences
Infectious Diseases
0302 clinical medicine
Italy
Humans
Active listening
Social media
Public Health
030212 general & internal medicine
Psychology
Social Media
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- The European Journal of Public Health
- Accession number :
- edsair.doi.dedup.....cdf24ad9d3ffaa6bca04d052f159527e