与社区居住的老年人的脆弱状态相比,与脆弱状态相关的因素:一个横截面研究
Wei Li1, Xiaodan Xue1, Dandan Li1
1Department of Non-communicable Disease Control and Prevention, Tianjin Centers for Disease Control and Prevention, Tianjin, China.
Frontiers in public health
|January 30, 2026
概括
麻症和日常生活活动 (ADL) 障碍是老年人虚弱的关键指标. 这项研究确定了与脆弱性相关的因素,有助于预测社区住户老年人的风险.
科学领域:
- 老年学与公共卫生
- 临床流行病学临床流行病学
- 生物统计学 生物统计学
背景情况:
- 虚弱是一种显著的老年综合征,影响老年人的健康结果.
- 确定可修改的风险因素对于制定有针对性的干预措施至关重要.
- 居住在社区的老年人代表着一个多样化的人口,具有不同程度的脆弱性.
研究的目的:
- 在社区生活的老年人中,确定区分脆弱与脆弱前状态的因素.
- 使用后勤回归和神经网络构建脆弱性风险预测模型.
- 探索风险因素和脆弱状态之间的复杂关系.
主要方法:
- 在1451名65岁以上的成年人中进行了横截面调查,使用FRAIL脆弱性查量表.
- 营养风险评估 (SNAQ),肉症 (SARC-F) 和日常生活活动 (ADL).
- 使用二进制物流回归进行初级分析;使用多层感知神经网络进行二级分析.
主要成果:
- 54.0%的参与者被归类为脆弱.
- 脆弱的独立预测因素包括年龄,教育,吸烟,慢性疾病,营养风险,肉症和ADL残疾.
- 在SARC-F中,肉病与虚弱有着最强的关联;神经网络突出显示了肉病,腰围和年龄.
结论:
- 几个因素与脆弱性有很强的关联,其中萨科佩尼亚是最重要的.
- 后勤回归为临床决策提供了可解释的因素.
- 需要进行纵向研究来确认脆弱性进展的预测价值.
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