The public conversation about vaccines and vaccination against covid-19 on Twitter: an infodemiological study
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Publication Date: | 2023 |
Other Authors: | , |
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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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 Infodemiologia Vacina Vacinação COVID-19 Infodemiologia Vaccine Vaccination COVID-19 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 Infodemiologia Vacina Vacinação COVID-19 Infodemiologia Vaccine Vaccination COVID-19 Infodemiology |
topic |
Vacuna Vacunación COVID-19 Infodemiologia Vacina Vacinação COVID-19 Infodemiologia Vaccine Vaccination COVID-19 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 |
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Sociedade Brasileira de Estudos Interdisciplinares da Comunicação (INTERCOM) |
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INTERCOM |
institution |
INTERCOM |
reponame_str |
Intercom (São Paulo. Online. 2006) |
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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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1827874472537882624 |