Social representations of COVID-19 vaccines: Exploration of user-generated comments via online video sharing during the first year of the pandemic

IF 2.8 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY
A. D. de Rosa, Emanuele Fino, A. Holman, Bishoy Hanna-Khalil
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引用次数: 1

Abstract

The current study aimed to explore the public understanding of COVID-19 vaccines and the social representations emerging from a corpus of user-generated comments on YouTube videos posted during the year following the World Health Organization's declaration of the novel coronavirus as pandemic. We used Structural Topic Modelling to process the text and identified a 10-topic solution as the best to represent the corpus of text data. The exploration of the topics showed a complex landscape of social representations underlying a plurality of perspectives, which we interpreted as reflecting different users’ needs to make sense of the unprecedented events. Implications for theory, future research, and intervention for health psychology and policy are discussed.
COVID-19疫苗的社会表征:大流行第一年通过在线视频分享探索用户生成的评论
目前的研究旨在探索公众对新冠肺炎疫苗的理解,以及在世界卫生组织宣布新型冠状病毒为大流行后的一年里,用户在YouTube视频上发表的评论所产生的社会表征。我们使用结构化主题建模来处理文本,并确定10个主题的解决方案是表示文本数据语料库的最佳方案。对这些主题的探索显示了一个复杂的社会表征景观,它基于多种视角,我们将其解释为反映了不同用户对前所未有的事件的理解需求。讨论了对健康心理学和政策的理论、未来研究和干预的启示。
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来源期刊
Journal of Pacific Rim Psychology
Journal of Pacific Rim Psychology PSYCHOLOGY, MULTIDISCIPLINARY-
CiteScore
4.00
自引率
0.00%
发文量
12
审稿时长
20 weeks
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