Public discourse and debate about vaccines in the midst of the covid-19 pandemic: A qualitative content analysis of Twitter

被引:12
作者
Prada, Enrique [1 ]
Langbecker, Andrea [1 ,2 ]
Catalan-Matamoros, Daniel [1 ]
机构
[1] Madrid Univ Carlos III, Dept Commun & Media Studies, UC3M Medialab, Madrid, Spain
[2] Madrid Univ Carlos III, Dept Commun & Media Studies, Calle Madrid 133, Getafe 28903, Madrid, Spain
关键词
Covid-19; Social media; Vaccination; Discourse; Misinformation; Twitter; HESITANCY;
D O I
10.1016/j.vaccine.2023.03.068
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Objectives: Characterize the public debate and discourse about vaccines during the covid-19 vaccination programmes. Methods: We performed a manual content analysis of a sample of English-written Twitter posts that included the word vaccine and its derivatives. We categorized 7 variables pertaining to the content of the posts, and classified the type of user that published the post and the number of retweets. Then, the patterns of association between these variables were further explored. Results: Among the tweets with negative tone towards vaccines, 33% display negationist discourses, 29% protest or defiance discourses, 13% discuss the pandemic management measures and yet another 13% of these tweets display a scientific discourse. Research results, vaccination data and practical information are more associated to positive tone towards vaccines, while news relate to neutral tone. The users that received more retweets were media accounts and journalists, followed by government accounts and sci-entific organizations related to the government. Tweets displaying preventive messages received more retweets in average. The discourses most associated with objective information are the preventive, insti-tutional, medical-scientific, and those about the different measures to manage the pandemic. On the other hand, the most subjective tweets are those with negationist, antinegationist and protest discourses. Conclusions: Although there is a non-negligible proportion of tweets that are directly opposed to vacci-nes, also an important part of vaccine-negative content takes the form of protest discourses, criticisms towards government actions as well as towards the measures to tackle the pandemic. Therefore, negative discourses during the pandemic included serious vaccine hesitancy cases. Moreover, they were not only fuelled by distrust in science, but also and very importantly they were connected to dissatisfaction towards the public management of the pandemic. (c) 2023 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:1 / 8
页数:8
相关论文
共 33 条
  • [1] Evaluating Polarity Trend Amidst the Coronavirus Crisis in Peoples' Attitudes toward the Vaccination Drive
    Batra, Rakhi
    Imran, Ali Shariq
    Kastrati, Zenun
    Ghafoor, Abdul
    Daudpota, Sher Muhammad
    Shaikh, Sarang
    [J]. SUSTAINABILITY, 2021, 13 (10)
  • [2] Blaikie N, 2003, ANAL QUANTITATIVE DA
  • [3] Centro Europeo para la Prevencion y Control de Enfermedades (ECDC), VACC HES
  • [4] Chandler D, 2011, DICT MEDIA COMMUNICA, V1st, DOI DOI 10.1093/ACREF/9780199568758.001.0001
  • [5] Rethinking Fake News: Disinformation and Ideology during the time of COVID-19 Global Pandemic
    Das, Ronnie
    Ahmed, Wasim
    [J]. IIM KOZHIKODE SOCIETY & MANAGEMENT REVIEW, 2022, 11 (01) : 146 - 159
  • [6] World Health Organization cardiovascular disease risk charts: revised models to estimate risk in 21 global regions
    Di Angelantonio, Emanuele
    Kaptoge, Stephen
    Pennells, Lisa
    De Bacquer, Dirk
    Cooney, Marie Therese
    Kavousi, Maryam
    Stevens, Gretchen
    Riley, Leanne
    Savin, Stefan
    Altay, Servet
    Amouyel, Philippe
    Assmann, Gerd
    Bell, Steven
    Ben-Shlomo, Yoav
    Berkman, Lisa
    Beulens, Joline W.
    Bjorkelund, Cecilia
    Blaha, Michael J.
    Blazer, Dan G.
    Bolton, Thomas
    Bonita, Ruth
    Brenner, Beaglehole Hermann
    Brunner, Eric J.
    Casiglia, Edoardo
    Chamnan, Parinya
    Choi, Yeun-Hyang
    Chowdhury, Rajiv
    Coady, Sean
    Crespo, Carlos J.
    Cushman, Mary
    Dagenais, Gilles R.
    D'Agostino, Ralph B.
    Daimon, Makoto
    Davidson, Karina W.
    Engstrom, Gunnar
    Fang, Xianghua
    Ford, Ian
    Gallacher, John
    Gansevoort, Ron T.
    Gaziano, Thomas Andrew
    Giampaoli, Simona
    Grandits, Greg
    Grimsgaard, Sameline
    Grobbee, Diederick E.
    Gudnason, Vilmundur
    Guo, Qi
    Humphries, Steve
    Iso, Hiroyasu
    Jukema, J. Wouter
    Kauhanen, Jussi
    [J]. LANCET GLOBAL HEALTH, 2019, 7 (10): : E1332 - E1345
  • [7] Vaccine hesitancy An overview
    Dube, Eve
    Laberge, Caroline
    Guay, Maryse
    Bramadat, Paul
    Roy, Real
    Bettinger, Julie
    [J]. HUMAN VACCINES & IMMUNOTHERAPEUTICS, 2013, 9 (08) : 1763 - 1773
  • [8] Foucault Michel., 2008, A arqueologia do saber
  • [9] Garimella K., 2017, P INT AAAI C WEB SOC, P528, DOI DOI 10.48550/ARXIV.1703.02769
  • [10] Healthcare Professionals' Role in Social Media Public Health Campaigns: Analysis of Spanish Pro Vaccination Campaign on Twitter
    Herrera-Peco, Ivan
    Jimenez-Gomez, Beatriz
    Pena Deudero, Juan Jose
    Benitez De Gracia, Elvira
    Ruiz-Nunez, Carlos
    [J]. HEALTHCARE, 2021, 9 (06)