Toxicity and verbal aggression on social media: Polarized discourse on wearing face masks during the COVID-19 pandemic

被引:48
作者
Pascual-Ferra, Paola [1 ]
Alperstein, Neil [1 ]
Barnett, Daniel J. [2 ]
Rimal, Rajiv N. [3 ]
机构
[1] Loyola Univ Maryland, Dept Commun, 4501 N Charles St, Baltimore, MD 21210 USA
[2] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Environm Hlth & Engn, Baltimore, MD USA
[3] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Hlth Behav & Soc, Baltimore, MD USA
来源
BIG DATA & SOCIETY | 2021年 / 8卷 / 01期
关键词
COVID-19; infodemic; social media; toxicity; verbal aggression; NARCISSISM; NORMS;
D O I
10.1177/20539517211023533
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Medical and public health professionals recommend wearing face masks to combat the spread of the coronavirus disease of 2019 (COVID-19). While the majority of people in the United States support wearing face masks as an effective tool to combat COVID-19, a smaller percentage declared the recommendation by public health agencies as a government imposition and an infringement on personal liberty. Social media play a significant role in amplifying public health issues, whereby a minority against the imposition can speak loudly, perhaps using tactics of verbal aggression taking the form of toxic language. We investigated the role that toxicity plays in the online discourse around wearing face masks. Overall, we found tweets including anti-mask hashtags were significantly more likely to use toxic language, while tweets with pro-mask hashtags were somewhat less toxic with the exception of #WearADamnMask. We conclude that the tensions between these two positions raise doubt and uncertainty around the issue, which make it difficult for health communicators to break through the clutter in order to combat the infodemic. Public health agencies and other governmental institutions should monitor toxicity trends on social media in order to better ascertain prevailing sentiment toward their recommendations and then apply these data-driven insights to refine and adapt their risk communication messaging toward mask wearing, vaccine uptake, and other interventions.
引用
收藏
页数:17
相关论文
共 66 条
  • [11] Bomey N., 2020, US TODAY 1111
  • [12] Boyd Danah., 2017, Journal of Applied Youth Studies, V1, P83
  • [13] Brenan Megan, 2020, GALLUP 0713
  • [14] Carrega C., 2020, ABC NEWS 0425
  • [15] Cramer M., 2020, NEW YORK TIMES 0229
  • [16] CyBranding Ltd, 2020, HASHT FIND GUID
  • [17] Fan Y., 2020, P 2020 C ART INT HEA, P91
  • [18] FIELDS JM, 1977, PUBLIC OPIN QUART, V40, P427
  • [19] Gillespie C., 2020, HEALTH 0513
  • [20] Gruzd A., 2020, COMMUNALYTIC ONLINE