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COVID-19 疫苗犹豫:在流行病学研究中反应与推特消息之间的关系含义。

COVID-19 vaccine hesitancy: Meaning relations between responses in an epidemiological study and twitter messages.

机构信息

Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil.

Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil.

出版信息

Vaccine. 2024 Oct 24;42(24):126247. doi: 10.1016/j.vaccine.2024.126247. Epub 2024 Aug 27.

Abstract

BACKGROUND

Vaccine hesitancy is a concerning public health issue, further amplified during the COVID-19 pandemic. Social media is an important player in this context, promoting the dissemination of both information and misinformation. Qualitative studies analyzing the meaning of social media contents in correlation with epidemiological data are scarce, and could aid our understanding of social media's impact on vaccine hesitancy.

METHODS

In this study, we identified open-ended responses on reasons to refuse the COVID-19 vaccine collected in an epidemiologic study, and analyzed meaning relations with Twitter posts according to theme categories using a qualitative approach.

RESULTS

Among responses to open-ended questions on motivations for refusing the COVID-19 vaccine, we identified and analyzed five theme categories: 1. individuality; 2. fear of adverse events/distrust in vaccine safety; 3. political ideologies/aversion to recommendations issued by the State; 4. skepticism about vaccine efficacy; and 5. refusal of non-natural products or interventions. We observed a close correspondence between open-ended responses in the epidemiological study and Twitter posts in all 5 theme categories. The highest outreach of Twitter posts was observed for those in the "individuality" and "fear of adverse the events/distrust in vaccine safety" theme categories.

CONCLUSIONS

Our study suggests that social media interactions can perpetuate misinformation and hesitant attitudes about vaccines. Social media algorithms can intensify ideologic isolation, and strategies to promote the dissemination of tailored health information among social media users should be implemented to promote an overall understanding of health, particularly those concerning the collective wellbeing.

摘要

背景

疫苗犹豫是一个令人关注的公共卫生问题,在 COVID-19 大流行期间进一步加剧。社交媒体在此背景下是一个重要的参与者,促进了信息和错误信息的传播。分析社交媒体内容与流行病学数据之间的关联并解析其含义的定性研究很少,这可能有助于我们理解社交媒体对疫苗犹豫的影响。

方法

在这项研究中,我们根据主题类别,通过定性方法,对在一项流行病学研究中收集的拒绝 COVID-19 疫苗的原因的开放性回答进行了分析。

结果

在对拒绝 COVID-19 疫苗的动机进行开放性问题的回答中,我们确定并分析了五个主题类别:1. 个体性;2. 对不良事件的恐惧/对疫苗安全性的不信任;3. 政治意识形态/对国家建议的反感;4. 对疫苗有效性的怀疑;以及 5. 拒绝非自然产品或干预。我们观察到,在流行病学研究中的开放性回答与在所有五个主题类别中的 Twitter 帖子之间存在密切对应关系。Twitter 帖子的最高传播范围是在“个体性”和“对不良事件的恐惧/对疫苗安全性的不信任”这两个主题类别中。

结论

我们的研究表明,社交媒体互动可以使人们对疫苗产生错误信息和犹豫不决的态度。社交媒体算法可以加剧意识形态的孤立,应该实施在社交媒体用户中促进有针对性的健康信息传播的策略,以促进对健康的整体理解,特别是那些与集体福祉有关的健康理解。

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