意大利的瘤护士对接种疫苗的犹和遗憾:基于集群的个人资料分析
Rosario Caruso1, Pier Mario Perrone2, Cristina Arrigoni3
1Department of Biomedical Sciences for Health, University of Milan, 20122, Milan, Italy. rosario.caruso@unimi.it.
Scientific reports
|August 21, 2025
概括
在意大利的癌症中心发现了七种不同护士对疫苗的态度. 了解这些不同疫苗犹和遗憾的情况是有针对性的沟通策略的关键.
科学领域:
- 癌症护理
- 疫苗学
- 公共卫生
背景情况:
- 之前关于决策后悔和疫苗犹的研究主要使用了以变量为中心的方法.
- 由于免疫功能受损,人们对瘤诊所的不同患者和医护人员情况的了解有限.
研究的目的:
- 在综合性癌症中心的意大利护士中确定与疫苗相关的不同态度.
- 探索疫苗犹,决策遗憾,信任和遵守这一特定医疗群体的复杂相互作用.
主要方法:
- 在意大利癌症护士协会的241名护士中进行了横截面调查.
- 验证的仪器评估了决策遗憾,疫苗犹 (对疗效的信任,安全问题),对卫生当局的信任和遵守.
- 使用t分布式随机邻居嵌入 (t-SNE) 和等级聚类来识别护士配置文件.
主要成果:
- 发现了7种不同的疫苗态度,包括"自信的支持者"和"放弃的怀疑者".
- 观察到一些意想不到的模式,比如高度信任与高度遗憾 ("遗憾的信徒").
- 护士的人口统计,特别是教育状况和年龄,显著影响了集群成员.
结论:
- 这项研究突显了瘤护士对疫苗的态度不一, 需要以人为本的沟通策略.
- 建议采用差异化的教育和机构方法,以提高这种高风险环境中对疫苗的信任和坚持.
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