Thematic trends in fact-checking in Brazil's COVID-19 infodemic: the first year in focus.

IF 1.1 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES
Anais da Academia Brasileira de Ciencias Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI:10.1590/0001-3765202520240316
Nathália Helena Azevedo, Luciana Massi, Guilherme S Lima
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引用次数: 0

Abstract

Fact-checking agencies were pivotal in countering misinformation during the COVID-19 pandemic. We investigated the predominant thematic orientations within Brazilian fact-checking agencies during the pandemic's initial year. Brazil's case is relevant because it has a high traffic of false information and was the second country most affected by the pandemic. From Latam Chequea Coronavirus's database, 838 assertions checked of fact-checking were analysed by automated content analysis, allowing the identification of the thematic incidence through descending hierarchical classification and factorial correspondence analysis. The emerged themes encompassed vaccine, virus origin, social isolation, economic relief, disease mortality, and treatment. Fact-checking agencies assigned varying levels of importance to specific themes, which may reinforce the idea of possible non-neutrality fact-checking journalism. Most categories displayed an irregular publication pattern, indicating they were not part of continuous communicative processes. This research addresses methodological, temporal, and sampling gaps by employing automated analysis, covering the pandemic's initial year, and utilising a substantial dataset from the global South. The study contributes to the ongoing discourse on fact-checking agencies' roles and limitations.

巴西COVID-19信息大流行中事实核查的主题趋势:第一年重点关注。
在2019冠状病毒病大流行期间,事实核查机构在打击错误信息方面发挥了关键作用。我们调查了大流行第一年巴西事实核查机构的主要专题方向。巴西的情况具有相关性,因为它有大量的虚假信息,是受疫情影响第二大的国家。通过自动内容分析,从Latam checea Coronavirus数据库中对838个事实核查断言进行分析,通过下降层次分类和析因对应分析确定主题发生率。出现的主题包括疫苗、病毒来源、社会隔离、经济救济、疾病死亡率和治疗。事实核查机构对特定主题的重视程度各不相同,这可能会强化非中立事实核查新闻的观念。大多数分类显示出不规则的出版模式,表明它们不是连续交流过程的一部分。这项研究通过采用自动化分析,涵盖大流行的第一年,并利用来自全球南方的大量数据集,解决了方法、时间和抽样方面的差距。该研究为正在进行的关于事实核查机构的角色和局限性的讨论做出了贡献。
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来源期刊
Anais da Academia Brasileira de Ciencias
Anais da Academia Brasileira de Ciencias 综合性期刊-综合性期刊
CiteScore
2.20
自引率
0.00%
发文量
347
审稿时长
1 months
期刊介绍: The Brazilian Academy of Sciences (BAS) publishes its journal, Annals of the Brazilian Academy of Sciences (AABC, in its Brazilianportuguese acronym ), every 3 months, being the oldest journal in Brazil with conkinuous distribukion, daking back to 1929. This scienkihic journal aims to publish the advances in scienkihic research from both Brazilian and foreigner scienkists, who work in the main research centers in the whole world, always looking for excellence. Essenkially a mulkidisciplinary journal, the AABC cover, with both reviews and original researches, the diverse areas represented in the Academy, such as Biology, Physics, Biomedical Sciences, Chemistry, Agrarian Sciences, Engineering, Mathemakics, Social, Health and Earth Sciences.
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