关于COVID-19疫苗接种虚假谣言的推文的影响:案例研究
Mai Hirabayashi1, Daisaku Shibata1, Emiko Shinohara1
1Artificial Intelligence in Healthcare, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
JMIR formative research
|September 5, 2023
概括
矛盾的是,社交媒体上的反谣言,特别是那些质疑COVID-19疫苗的人,可能会鼓励接种疫苗. 增加的反谣言与更高的疫苗接种率相关,这表明对公共卫生决策的复杂影响.
科学领域:
- 社交媒体分析 社交媒体分析
- 公共卫生 公共卫生
- 疫苗学 疫苗学 疫苗学
背景情况:
- 由于COVID-19的流行,全球范围内需要广泛的疫苗接种工作.
- 自愿接种疫苗计划面临疫苗犹和错误信息的挑战.
- 了解社交媒体对疫苗态度的影响对于公共卫生至关重要.
研究的目的:
- 在Twitter上分析COVID-19疫苗相关的反谣言.
- 调查社交媒体上传播的反谣言类型.
- 确定反谣言是否与疫苗接种情况和社会条件相关.
主要方法:
- 收集了18593条与COVID-19疫苗相关的反谣言推文.
- 从总理办公室网站分析了疫苗注射器数据.
- 检查了反谣言频率和不同时间间隔的疫苗接种率之间的交叉相关系数.
主要成果:
- 大多数COVID-19疫苗反谣言都是负面的情绪.
- 在反谣言量和疫苗接种之间发现了显著的正相关性 (r > 0.7),滞后时间为 -8, -7 和 -1 周.
- 增加的疫苗接种也与随后反传言的增加有积极的相关性,这表明复杂的反循环.
结论:
- 定量分析显示,反谣言可以影响COVID-19疫苗接种状态.
- 研究结果表明,反谣言的增加可能与疫苗接种行为的增加有关.
- 结果为开发疫苗推广战略和解决错误信息提供了基础.
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