分析社会因素,增强跨人口群体的自杀预防
Richard Li Xu1, Song Wang2, Zewei Wang1
1Population Health Sciences, Weill Cornell Medicine, New York, NY, USA.
概括
社会因素显著影响自杀念头. 这项研究分析了超过172,000起事件,以确定关键主题和差异,为有针对性的自杀预防策略提供信息.
科学领域:
- 公共卫生 公共卫生
- 社会学 社会学 社会学
- 流行病学 流行病学
背景情况:
- 家庭,教育,财务和压力等社会决定因素会影响公共卫生结果,包括自杀念头.
- 之前的自杀预防分析受限于数据的可用性,报告不一致性和小样本大小.
研究的目的:
- 分析与自杀相关的社会因素,使用大量的最新数据集.
- 确定与自杀有关的情况中的共同主题和人口差异.
- 为制定有针对性的预防自杀干预措施提供信息.
主要方法:
- 从2014年到2020年,使用国家暴力死亡报告系统限制访问数据库 (NVDRS-RAD) 分析了172,629起自杀事件.
- 开发物流回归模型,以检查人口统计和环境关系.
- 隐性迪里克莱特分配 (LDA) 的应用,以确定与自杀相关的社会因素中的主题模式.
主要成果:
- 确定的主要主题包括心理健康,人际关系,心理健康治疗/披露以及学校/工作压力因素.
- 在人口群体之间观察到与自杀有关的情况的显著差异.
- 确定的特定弱势群体包括黑人,24岁以下,医疗保健从业人员和受教育程度有限的个人.
结论:
- 社会因素对于理解和预防自杀至关重要.
- 需要具体的人口干预措施来解决发现的差异.
- NVDRS-RAD为全面的自杀研究和预防工作提供了有价值的数据.
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