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.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] FORUM TWITTER DEBATE
    Miller, Jonathan
    PSYCHOLOGIST, 2012, 25 (03) : 172 - 172
  • [22] Russian Troll Vaccine Misinformation Dissemination on Twitter: The Role of Political Partisanship
    Yan, Kun
    Barbati, Juliana L.
    Duncan, Kaylin L.
    Warner, Echo L.
    Rains, Stephen A.
    HEALTH COMMUNICATION, 2023, 38 (08) : 1591 - 1600
  • [23] Analysis of political discourse on twitter in the context of the 2016 US presidential elections
    Yaqub, Ussama
    Chun, Soon Ae
    Atluri, Vijayalakshmi
    Vaidya, Jaideep
    GOVERNMENT INFORMATION QUARTERLY, 2017, 34 (04) : 613 - 626
  • [24] Political construction of Nayib Bukele on Twitter in the context of COVID-19
    Arturo Mila-Maldonado, Juan
    Andres Lara-Aguiar, Jhonatan
    David Carrasco-Muro, Carlos
    Esteban Narvaez-Ruiz, Emilio
    UNIVERSITAS-REVISTA DE CIENCIAS SOCIALES Y HUMANAS, 2022, (36): : 19 - 41
  • [25] IN SEARCH OF PEACE AND DEMOCRACY - JAPANESE ECONOMIC DEBATE IN POLITICAL CONTEXT
    HEIN, LE
    JOURNAL OF ASIAN STUDIES, 1994, 53 (03): : 752 - 778
  • [26] The Influence of Debate Viewing Context on Political Cynicism and Strategic Interpretations
    Stroud, Natalie Jomini
    Stephens, Maegan
    Pye, Danee
    AMERICAN BEHAVIORAL SCIENTIST, 2011, 55 (03) : 270 - 283
  • [27] Pre Processing of Twitter's Data for Opinion Mining in Political Context
    Gull, Ratab
    Shoaib, Umar
    Rasheed, Saba
    Abid, Washma
    Zahoor, Beenish
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS: PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE KES-2016, 2016, 96 : 1560 - 1570
  • [28] The use of memes in the discourse of political parties on Twitter: analysing the 2015 state of the nation debate
    Martinez-Rolan, Xabier
    Pineiro-Otero, Teresa
    COMMUNICATION & SOCIETY-SPAIN, 2016, 29 (01): : 145 - 159
  • [29] Political science in its European and global context
    Bull, Martin
    Newell, James
    EUROPEAN POLITICAL SCIENCE, 2008, 7 (03) : 253 - 256
  • [30] Influence of media on the political conversation on Twitter: Activity, popularity, and authority in the digital debate in Spain
    Casero-Ripolles, Andreu
    REVISTA ICONO 14-REVISTA CIENTIFICA DE COMUNICACION Y TECNOLOGIAS, 2020, 18 (01): : 33 - 57