TY - JOUR
T1 - Less reliable media drive interest in anti-vaccine information
AU - Siwakoti, Samikshya
AU - Shapiro, Jacob N.
AU - Evans, Nathan
N1 - Publisher Copyright:
© 2023, Harvard Kennedy School. All rights reserved.
PY - 2023
Y1 - 2023
N2 - As progress on vaccine rollout in the United States slowed down in Spring 2021, it became clear that anti-vaccine information posed a public health threat. Using text data from 5,613 distinct COVID misinformation stories and 70 anti-vaccination Facebook groups, we tracked highly salient keywords regarding anti-vaccine discourse across Twitter, thousands of news websites, and the Google and Bing search engines from May through June 2021, a key period when progress on vaccinations very clearly stalled. Granger causality tests showed that searches for anti-vaccination terms on Google as well as the appearance of these terms on Twitter followed spikes in their appearance in less reliable media sites, but not discussion in the mainstream press.
AB - As progress on vaccine rollout in the United States slowed down in Spring 2021, it became clear that anti-vaccine information posed a public health threat. Using text data from 5,613 distinct COVID misinformation stories and 70 anti-vaccination Facebook groups, we tracked highly salient keywords regarding anti-vaccine discourse across Twitter, thousands of news websites, and the Google and Bing search engines from May through June 2021, a key period when progress on vaccinations very clearly stalled. Granger causality tests showed that searches for anti-vaccination terms on Google as well as the appearance of these terms on Twitter followed spikes in their appearance in less reliable media sites, but not discussion in the mainstream press.
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U2 - 10.37016/mr-2020-116
DO - 10.37016/mr-2020-116
M3 - Article
AN - SCOPUS:85162123150
SN - 2766-1652
VL - 4
JO - Harvard Kennedy School Misinformation Review
JF - Harvard Kennedy School Misinformation Review
IS - 3
ER -