在个人网络中对COVID-19疫苗接种的意见进行分类混合
Marian-Gabriel Hâncean1,2, Jürgen Lerner3,4, Matjaž Perc5,6,7,8,9
1Department of Sociology, University of Bucharest, Panduri, 90-92, 050663, Bucharest, Romania. gabriel.hancean@sas.unibuc.ro.
Scientific reports
|February 9, 2024
概括
人们与分享类似COVID-19疫苗接种观点的同龄人建立联系,影响意见. 高等教育和年龄也与积极的疫苗接种态度相关,有助于公共卫生战略.
科学领域:
- 社会科学 社会科学 社会科学
- 公共卫生 公共卫生
- 流行病学 流行病学
背景情况:
- 低Covid-19疫苗接种率是一个全球性的挑战.
- 罗马尼亚的疫苗接种率很低 (42.6%).
- 了解社会动态对于疫苗接种活动至关重要.
研究的目的:
- 调查罗马尼亚的社交网络和COVID-19疫苗接种意见之间的关系.
- 为了确定个人是否与持有类似疫苗接种观点的同龄人联系.
主要方法:
- 数据从3万名罗马尼亚代表个人中收集.
- 对443个个人网络 (4430个alters) 的分析.
- 用于预测疫苗接种意见的多层次后勤回归模型.
主要成果:
- 在社交网络中对COVID-19疫苗接种的积极意见聚集在一起.
- 具有更积极态度的同行网络增加了积极个人意见的可能性 (OR 1.31).
- 高等教育和年龄较大与积极的疫苗接种意见有关.
结论:
- 社交网络展示了有关COVID-19疫苗接种的意见聚类.
- 调查结果表明,在意见形成过程中可能存在社会影响或选择.
- 结果可以为公共卫生干预提供信息,以改善疫苗接种和管理.
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