推特社区与日本改变用户对COVID-19疫苗的看法有关
Qianyun Wu1, Yukie Sano2, Hideki Takayasu1
1School of Computing, Institute of Science Tokyo, Yokohama, 226-8501, Japan.
Scientific reports
|April 5, 2025
概括
个人在Twitter上对疫苗的看法受到其在线社区的强烈影响. 用户更有可能采取他们转发网络的立场,反疫苗社区显示出更持久的影响.
科学领域:
- 社会科学 社会科学 社会科学
- 公共卫生 公共卫生
- 计算社会科学 计算社会科学
背景情况:
- 关于COVID-19疫苗接种的意见已被广泛研究,但个人意见转变的动态及其起源仍未得到充分研究.
- 了解社会互动如何影响公众对疫苗接种的看法,对于公共卫生传播至关重要.
研究的目的:
- 调查社交互动,特别是转发网络对有关COVID-19疫苗接种的个人意见转变的影响.
- 分析与社区关系有关的时间观点变化的动态,在来自日本的大规模Twitter数据集中.
主要方法:
- 利用来自日本的大规模推特数据集,专注于通过转发的用户交互.
- 根据支持,中立和反疫苗推特的比例开发了一个意见得分,以跟踪个人意见动态.
- 识别了转发网络中的统计学意义上的社区,以分析群体影响.
主要成果:
- 个人对疫苗接种的看法转变受到用户的推特社区的影响.
- 反疫苗或支持疫苗社区的用户更有可能采取该社区的主导立场.
- 与支持疫苗的社区相比,反疫苗社区对意见转变的影响似乎随着时间的推移更持久.
结论:
- 社交网络结构,特别是Twitter上的转发社区,在塑造个人对疫苗接种的看法方面发挥着至关重要的作用.
- 这些发现强调了在解决疫苗犹和促进疫苗接种时考虑在线社会动态的重要性.
- 旨在影响疫苗接种意见的干预措施应考虑到社区影响的持续性质,特别是在反疫苗网络中.
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