It's not all about autism: The emerging landscape of anti-vaccination sentiment on Facebook

被引:138
作者
Hoffman, Beth L. [1 ,2 ,3 ]
Fetter, Elizabeth M. [3 ]
Chu, Kar-Hai [1 ,2 ,6 ]
Shensa, Ariel [1 ,2 ]
Hermann, Chad [4 ]
Wolynn, Todd [4 ]
Williams, Dania [2 ]
Primack, Brian A. [1 ,2 ,5 ,6 ]
机构
[1] Univ Pittsburgh, Sch Med, Dept Med, Div Gen Internal Med, 1218 Scaife Hall,35505 Terrace St, Pittsburgh, PA 15261 USA
[2] Univ Pittsburgh, Sch Med, Ctr Res Media Technol & Hlth, 230 McKee Pl,Suite 600, Pittsburgh, PA 15213 USA
[3] Univ Pittsburgh, Grad Sch Publ Hlth, Dept Behav & Community Hlth Sci, 130 De Soto St, Pittsburgh, PA 15261 USA
[4] Kids Plus Pediat, 4070 Beechwood Blvd, Pittsburgh, PA 15217 USA
[5] Univ Pittsburgh, Hlth Policy Inst, 311 Scaife Hall,3550 Terrace St, Pittsburgh, PA 15261 USA
[6] Univ Pittsburgh, Sch Med, Dept Pediat, Div Adolescent Med, 311 Scaife Hall,35505 Terrace St, Pittsburgh, PA 15261 USA
关键词
Facebook; Social media; Anti-vaccination; Health communication; UNITED-STATES; SOCIAL MEDIA; WEB; 2.0; OPPORTUNITIES; IMMUNIZATION; CHALLENGES; ONLINE; IMPACT;
D O I
10.1016/j.vaccine.2019.03.003
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
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 kappa 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. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2216 / 2223
页数:8
相关论文
共 48 条
[1]   Association of moral values with vaccine hesitancy [J].
Amin, Avnika B. ;
Bednarczyk, Robert A. ;
Ray, Cara E. ;
Melchiori, Kala J. ;
Graham, Jesse ;
Huntsinger, Jeffrey R. ;
Omer, Saad B. .
NATURE HUMAN BEHAVIOUR, 2017, 1 (12) :873-880
[2]  
[Anonymous], J SOC STRUCT JOSS
[3]  
[Anonymous], 2018, STAT STAT SOFTW VERS
[4]  
[Anonymous], 2017, RESP VOC VACC DEN PU
[5]  
[Anonymous], COGENT MED
[6]  
[Anonymous], 2018, VATAN GAZETESI 0527
[7]  
[Anonymous], 2007, SAGE Publications
[8]  
[Anonymous], AM COUNC SCI HEAL
[9]  
[Anonymous], MEASL CAS OUTBR
[10]  
[Anonymous], 2018, MEASL CAS HIT REC HI