It's not all about autism: The emerging landscape of anti-vaccination sentiment on Facebook. Issue 16 (10th April 2019)
- Record Type:
- Journal Article
- Title:
- It's not all about autism: The emerging landscape of anti-vaccination sentiment on Facebook. Issue 16 (10th April 2019)
- Main Title:
- It's not all about autism: The emerging landscape of anti-vaccination sentiment on Facebook
- Authors:
- Hoffman, Beth L.
Felter, Elizabeth M.
Chu, Kar-Hai
Shensa, Ariel
Hermann, Chad
Wolynn, Todd
Williams, Daria
Primack, Brian A. - Abstract:
- Highlights: Insight on individuals from Facebook profiles posting anti-vaccination content. Social media facilitates anti-vaccination connections and organization. Anti-vaccination posts on individual profile pages often skew risk perception. People and topics cluster in sub-groups—trust, alternatives, safety, and conspiracy. Anti-vaccination arguments are varied; need for targeted interventions. Abstract: Background: Due in part to declining vaccination rates, in 2018 over 20 states reported at least one case of measles, and over 40, 000 cases were confirmed in Europe. Anti-vaccine posts on social media may be facilitating anti-vaccination behaviour. This study aimed to systematically characterize (1) individuals known to publicly post anti-vaccination content on Facebook, (2) the information they convey, and (3) the spread of this content. Methods: Our data set consisted of 197 individuals who posted anti-vaccination comments in response to a message promoting vaccination. We systematically analysed publicly-available content using quantitative coding, descriptive analysis, social network analysis, and an in-depth qualitative assessment. The final codebook consisted of 26 codes; Cohen's κ ranged 0.71–1.0 after double-coding. Results: The majority (89%) of individuals identified as female. Among 136 individuals who divulged their location, 36 states and 8 other countries were represented. In a 2-mode network of individuals and topics, modularity analysis revealed 4 distinctHighlights: Insight on individuals from Facebook profiles posting anti-vaccination content. Social media facilitates anti-vaccination connections and organization. Anti-vaccination posts on individual profile pages often skew risk perception. People and topics cluster in sub-groups—trust, alternatives, safety, and conspiracy. Anti-vaccination arguments are varied; need for targeted interventions. Abstract: Background: Due in part to declining vaccination rates, in 2018 over 20 states reported at least one case of measles, and over 40, 000 cases were confirmed in Europe. Anti-vaccine posts on social media may be facilitating anti-vaccination behaviour. This study aimed to systematically characterize (1) individuals known to publicly post anti-vaccination content on Facebook, (2) the information they convey, and (3) the spread of this content. Methods: Our data set consisted of 197 individuals who posted anti-vaccination comments in response to a message promoting vaccination. We systematically analysed publicly-available content using quantitative coding, descriptive analysis, social network analysis, and an in-depth qualitative assessment. The final codebook consisted of 26 codes; Cohen's κ ranged 0.71–1.0 after double-coding. Results: The majority (89%) of individuals identified as female. Among 136 individuals who divulged their location, 36 states and 8 other countries were represented. In a 2-mode network of individuals and topics, modularity analysis revealed 4 distinct sub-groups labelled as "trust, " "alternatives, " "safety, " and "conspiracy." For example, a comment representative of "conspiracy" is that poliovirus does not exist and that pesticides caused clinical symptoms of polio. An example from the "alternatives" sub-group is that eating yogurt cures human papillomavirus. Deeper qualitative analysis of all 197 individuals' profiles found that these individuals also tended to post material against other health-related practices such as water fluoridation and circumcision. Conclusions: Social media outlets may facilitate anti-vaccination connections and organization by facilitating the diffusion of centuries old arguments and techniques. Arguments against vaccination are diverse but remain consistent within sub-groups of individuals. It would be valuable for health professionals to leverage social networks to deliver more effective, targeted messages to different constituencies. … (more)
- Is Part Of:
- Vaccine. Volume 37:Issue 16(2019)
- Journal:
- Vaccine
- Issue:
- Volume 37:Issue 16(2019)
- Issue Display:
- Volume 37, Issue 16 (2019)
- Year:
- 2019
- Volume:
- 37
- Issue:
- 16
- Issue Sort Value:
- 2019-0037-0016-0000
- Page Start:
- 2216
- Page End:
- 2223
- Publication Date:
- 2019-04-10
- Subjects:
- Facebook -- Social media -- Anti-vaccination -- Health communication
AIDS Acquired immunodeficiency syndrome -- CDC Centers for Disease Control and Prevention -- DAV distinctly anti-vaccination -- DDT Dichlorodiphenyltrichloroethane -- FDA Food and Drug Administration -- GMO Genetically modified organism -- HPV human papillomavirus -- MMR measles, mumps, rubella -- NASA National Aeronautics and Space Administration -- VAERS Vaccine Adverse Event Reporting System -- WHO World Health Organization
Vaccines -- Periodicals
615.372 - Journal URLs:
- http://www.sciencedirect.com/science/journal/0264410X ↗
http://www.clinicalkey.com/dura/browse/journalIssue/0264410X ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/0264410X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.vaccine.2019.03.003 ↗
- Languages:
- English
- ISSNs:
- 0264-410X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 9138.628000
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