The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study

Bibliographic Details
Main Author: Lopes, Arthur da Silva
Publication Date: 2023
Other Authors: Brotas, Antonio Marcos Pereira, Massarani, Luisa
Format: Article
Language: por
eng
Source: Intercom (São Paulo. Online. 2006)
Download full: https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401
Summary: The present research is infodemiological and aims to characterize the public conversation about the vaccine and vaccination against COVID-19 in Brazil that took place on Twitter. To map the latent topics in the collected data (13.2 million tweets), topic modeling was used. since the efficacy of public vaccination policies is conditioned by its population adhesion. From the results, 50 topics were identified and discussed over the period of analysis, 11 of which have direct potential to promote vaccine hesitancy, categorized into thematic groups, namely Accountability, Public Policies, Conflicts, Bioethics, Experience Reports, Economic Aspects, Conspiracy Theories; and Safety, Efficacy and Importance of Vaccines. There was a strong politicization translated by the most retweeted profiles and hashtags used, not only partisan, but mostly civic, represented by users participation through the manifestation of social control in health.
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spelling The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological studyLa conversación pública sobre vacunas y vacunación contra el covid-19 en Twitter: un estudio infodemiológicoA conversação pública acerca da vacina e da vacinação contra covid-19 no Twitter: um estudo infodemiológico VacunaVacunaciónCOVID-19TwitterInfodemiologiaVacinaVacinaçãoCOVID-19TwitterInfodemiologiaVaccineVaccinationCOVID-19TwitterInfodemiologyThe present research is infodemiological and aims to characterize the public conversation about the vaccine and vaccination against COVID-19 in Brazil that took place on Twitter. To map the latent topics in the collected data (13.2 million tweets), topic modeling was used. since the efficacy of public vaccination policies is conditioned by its population adhesion. From the results, 50 topics were identified and discussed over the period of analysis, 11 of which have direct potential to promote vaccine hesitancy, categorized into thematic groups, namely Accountability, Public Policies, Conflicts, Bioethics, Experience Reports, Economic Aspects, Conspiracy Theories; and Safety, Efficacy and Importance of Vaccines. There was a strong politicization translated by the most retweeted profiles and hashtags used, not only partisan, but mostly civic, represented by users participation through the manifestation of social control in health.La presente investigación es infodemiológica y tiene como objetivo caracterizar la conversación pública sobre la vacuna y la vacunación contra la COVID-19 en Brasil a través de Twitter. Para mapear los tópicos latentes en los datos recogidos (13.2 millones de tweets), se hizo uso del modelado de tópicos. A partir de los resultados, se identificó 50 temas discutidos durante el período de análisis, 11 de los cuales tienen un potencial directo para promover la reticencia a la vacunación, categorizados en grupos temáticos, en particular la Accountability, Políticas Públicas, Conflictos, Bioética, Relatos de Experiencia, Aspectos Económicos, Teorías de la Conspiración; y Seguridad, Eficacia e Importancia de las Vacunas. Se observó la politización traducida en los perfiles más influyentes y hashtags utilizados, no solo partidistas, sino sobre todo cívicos, representados por la participación de los usuarios a través de la manifestación del control social en salud.A presente pesquisa é infodemiológica e visa caracterizar a conversação pública acerca da vacina e da vacinação contra a COVID-19 no Brasil sucedida no Twitter. Para mapear os tópicos latentes nos dados coletados (13.2 milhões de tweets), fez-se uso da modelagem de tópicos. Foram identificados 50 tópicos debatidos ao longo do período de análise, 11 dos quais com potencial direto de promoção à hesitação vacinal, categorizados em grupos temáticos, nomeadamente a Accountability, Políticas Públicas, Conflitos, Bioética, Relatos de Experiência, Aspectos Econômicos, Teorias da Conspiração; e Segurança, Eficácia e Importância das Vacinas. Destaca-se o caráter político da conversação, traduzido pelos perfis mais influentes e hashtags acionadas. Todavia, trata-se não apenas de uma política partidária, mas sobretudo cívica, representada pela participação de usuários(as) através do controle social em saúde.Sociedade Brasileira de Estudos Interdisciplinares da Comunica??o2023-12-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://revistas.intercom.org.br/index.php/revistaintercom/article/view/440110.1590/1809-58442023121ptIntercom - Brazilian Journal of Communication Sciences; Vol. 46 (2023); e2023121Intercom - Revista Brasileira de Ciências da Comunicação; Vol. 46 (2023); e2023121Intercom - Revista Brasileira de Ciências da Comunicação; v. 46 (2023); e20231211980-35081809-5844reponame:Intercom (São Paulo. Online. 2006)instname:Sociedade Brasileira de Estudos Interdisciplinares da Comunicação (INTERCOM)instacron:INTERCOMporenghttps://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/2980https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/2981https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/2982https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/3097Copyright (c) 2023 Arthur da Silva Lopes, Antonio Marcos Pereira Brotas, Luisa Massaranihttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessLopes, Arthur da SilvaBrotas, Antonio Marcos PereiraMassarani, Luisa2024-02-15T13:54:29Zoai:ojs.revista.intercom.org.br:article/4401Revistahttps://revistas.intercom.org.br/index.php/revistaintercom/oaiPUBhttps://revistas.intercom.org.br/index.php/revistaintercom/oai||kperuzzo@uol.com.br|| intercom@usp.br1980-35081809-5844opendoar:2025-01-24T13:30:20.173606Intercom (São Paulo. Online. 2006) - Sociedade Brasileira de Estudos Interdisciplinares da Comunicação (INTERCOM)false
dc.title.none.fl_str_mv The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
La conversación pública sobre vacunas y vacunación contra el covid-19 en Twitter: un estudio infodemiológico
A conversação pública acerca da vacina e da vacinação contra covid-19 no Twitter: um estudo infodemiológico
title The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
spellingShingle The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
Lopes, Arthur da Silva
Vacuna
Vacunación
COVID-19
Twitter
Infodemiologia
Vacina
Vacinação
COVID-19
Twitter
Infodemiologia
Vaccine
Vaccination
COVID-19
Twitter
Infodemiology
title_short The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
title_full The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
title_fullStr The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
title_full_unstemmed The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
title_sort The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
author Lopes, Arthur da Silva
author_facet Lopes, Arthur da Silva
Brotas, Antonio Marcos Pereira
Massarani, Luisa
author_role author
author2 Brotas, Antonio Marcos Pereira
Massarani, Luisa
author2_role author
author
dc.contributor.author.fl_str_mv Lopes, Arthur da Silva
Brotas, Antonio Marcos Pereira
Massarani, Luisa
dc.subject.por.fl_str_mv Vacuna
Vacunación
COVID-19
Twitter
Infodemiologia
Vacina
Vacinação
COVID-19
Twitter
Infodemiologia
Vaccine
Vaccination
COVID-19
Twitter
Infodemiology
topic Vacuna
Vacunación
COVID-19
Twitter
Infodemiologia
Vacina
Vacinação
COVID-19
Twitter
Infodemiologia
Vaccine
Vaccination
COVID-19
Twitter
Infodemiology
description The present research is infodemiological and aims to characterize the public conversation about the vaccine and vaccination against COVID-19 in Brazil that took place on Twitter. To map the latent topics in the collected data (13.2 million tweets), topic modeling was used. since the efficacy of public vaccination policies is conditioned by its population adhesion. From the results, 50 topics were identified and discussed over the period of analysis, 11 of which have direct potential to promote vaccine hesitancy, categorized into thematic groups, namely Accountability, Public Policies, Conflicts, Bioethics, Experience Reports, Economic Aspects, Conspiracy Theories; and Safety, Efficacy and Importance of Vaccines. There was a strong politicization translated by the most retweeted profiles and hashtags used, not only partisan, but mostly civic, represented by users participation through the manifestation of social control in health.
publishDate 2023
dc.date.none.fl_str_mv 2023-12-08
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401
10.1590/1809-58442023121pt
url https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401
identifier_str_mv 10.1590/1809-58442023121pt
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/2980
https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/2981
https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/2982
https://revistas.intercom.org.br/index.php/revistaintercom/article/view/4401/3097
dc.rights.driver.fl_str_mv Copyright (c) 2023 Arthur da Silva Lopes, Antonio Marcos Pereira Brotas, Luisa Massarani
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Arthur da Silva Lopes, Antonio Marcos Pereira Brotas, Luisa Massarani
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Sociedade Brasileira de Estudos Interdisciplinares da Comunica??o
publisher.none.fl_str_mv Sociedade Brasileira de Estudos Interdisciplinares da Comunica??o
dc.source.none.fl_str_mv Intercom - Brazilian Journal of Communication Sciences; Vol. 46 (2023); e2023121
Intercom - Revista Brasileira de Ciências da Comunicação; Vol. 46 (2023); e2023121
Intercom - Revista Brasileira de Ciências da Comunicação; v. 46 (2023); e2023121
1980-3508
1809-5844
reponame:Intercom (São Paulo. Online. 2006)
instname:Sociedade Brasileira de Estudos Interdisciplinares da Comunicação (INTERCOM)
instacron:INTERCOM
instname_str Sociedade Brasileira de Estudos Interdisciplinares da Comunicação (INTERCOM)
instacron_str INTERCOM
institution INTERCOM
reponame_str Intercom (São Paulo. Online. 2006)
collection Intercom (São Paulo. Online. 2006)
repository.name.fl_str_mv Intercom (São Paulo. Online. 2006) - Sociedade Brasileira de Estudos Interdisciplinares da Comunicação (INTERCOM)
repository.mail.fl_str_mv ||kperuzzo@uol.com.br|| intercom@usp.br
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