Political context of the European vaccine debate on Twitter

被引:0
|
作者
Paoletti, Giordano [1 ,2 ]
Dall'Amico, Lorenzo [1 ]
Kalimeri, Kyriaki [1 ]
Lenti, Jacopo [3 ,4 ]
Mejova, Yelena [1 ]
Paolotti, Daniela [1 ]
Starnini, Michele [3 ,5 ]
Tizzani, Michele [1 ]
机构
[1] ISI Fdn, Turin, Italy
[2] Politecn Torino, Dept Control & Comp Engn, I-10129 Turin, Italy
[3] CENTAI, Turin, Italy
[4] Sapienza Univ Rome, Dept Comp Control & Management Engn Antonio Rubert, Rome, Italy
[5] Univ Politecn Cataluna, Dept Fis, Campus Nord, Barcelona 08034, Spain
关键词
D O I
10.1038/s41598-024-54863-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
At the beginning of the COVID-19 pandemic, fears grew that making vaccination a political (instead of public health) issue may impact the efficacy of this life-saving intervention, spurring the spread of vaccine-hesitant content. In this study, we examine whether there is a relationship between the political interest of social media users and their exposure to vaccine-hesitant content on Twitter. We focus on 17 European countries using a multilingual, longitudinal dataset of tweets spanning the period before COVID, up to the vaccine roll-out. We find that, in most countries, users' endorsement of vaccine-hesitant content is the highest in the early months of the pandemic, around the time of greatest scientific uncertainty. Further, users who follow politicians from right-wing parties, and those associated with authoritarian or anti-EU stances are more likely to endorse vaccine-hesitant content, whereas those following left-wing politicians, more pro-EU or liberal parties, are less likely. Somewhat surprisingly, politicians did not play an outsized role in the vaccine debates of their countries, receiving a similar number of retweets as other similarly popular users. This systematic, multi-country, longitudinal investigation of the connection of politics with vaccine hesitancy has important implications for public health policy and communication.
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页数:11
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