护理学杂志2024,Vol.39Issue(20) :6-10,15.DOI:10.3870/j.issn.1001-4152.2024.20.006

基于贝叶斯网络模型的社区老年人社会衰弱影响因素分析

Analysis of influencing factors of social frailty of community-dwelling older adults based on Bayesian network model

秦艳梅 史雪菲 毛美琦 郝杨 赵雅宁 刘瑶
护理学杂志2024,Vol.39Issue(20) :6-10,15.DOI:10.3870/j.issn.1001-4152.2024.20.006

基于贝叶斯网络模型的社区老年人社会衰弱影响因素分析

Analysis of influencing factors of social frailty of community-dwelling older adults based on Bayesian network model

秦艳梅 1史雪菲 1毛美琦 1郝杨 1赵雅宁 1刘瑶1
扫码查看

作者信息

  • 1. 华北理工大学护理与康复学院(河北唐山,063210)
  • 折叠

摘要

目的 探讨社区老年人社会衰弱的影响因素及其因素间的网络关系,为开展针对性干预提供参考.方法 采用一般资料调查表、社会衰弱筛查工具、阿森斯失眠量表、衰弱筛查量表、社会支持评定量表、微型营养评估量表、简易精神状态检查表和精简版流调中心抑郁量表对唐山市路北区的1 055名社区老年人进行问卷调查.结果 社区老年人社会衰弱检出率23.70%.logistic回归分析结果显示,年龄、文化程度、慢性病数量、睡眠状况、社会支持、营养状况、体育活动、躯体衰弱、认知功能和抑郁是社会衰弱的影响因素(均P<0.05).贝叶斯网络模型结果显示,年龄、躯体衰弱、认知功能、抑郁和社会支持与社会衰弱直接相关,体育活动通过慢性病数量、营养状况和抑郁与社会衰弱间接相关;年龄≥70岁,认知障碍且社会支持水平较低,发生躯体衰弱和抑郁的老年人发生社会衰弱的概率最高(达79.0%).结论 社区老年人社会衰弱发生率偏高,医护人员应关注社会衰弱高危人群,需要通过多学科团队协作和综合性的干预措施,以降低其社会衰弱风险.

Abstract

Objective To explore the influencing factors of social frailty of community-dwelling older adults and their network rela-tionships,and to provide a theoretical basis for targeted intervention.Methods The general data questionnaire,the Help,Participa-tion,Loneliness,Financial & Talk Scale(HALFT),the Athens Insomnia Scale,the FRAlL Questionnaire,the Social Support Rating Scale,Mini Nutritional Assessment Short Form(MNA-SF),the Mini Mental State Examination(MMSE)and the Rasch-derived short form of the Center for Epidemiologic Studies-Depression scale(CES-D)were used to investigate 1 055 elderly people in Lubei District of Tangshan city.Results The incidence of social frailty among the community-dwelling older adults was 23.70%.Logistic regression analysis showed that age,education level,number of chronic diseases,sleep status,social support,nutrition status,physical activity,physical frailty,cognitive function and depression were the main influencing factors of social frailty(all P<0.05).The results of Bayesian network model showed that age,physical frailty,cognitive function,depression and social sup-port were directly associated with social frailty;physical activity was indirectly associated with social frailty through the number of chronic diseases,nutritional status and depression;older adults ≥70 years of age,and those with cognitive impairment and low level of social support,physical frailty and depression had the highest probability of social frailty(79.0%).Conclusion It is com-mon for the community-dwelling older adults to suffer from social frailty.Medical staff should pay attention to the high-risk groups of social frailty,and it is necessary to reduce the risk of social frailty through the collaboration of multidisciplinary teams and comprehensive intervention measures.

关键词

社区/老年人/社会衰弱/社会支持/营养状况/躯体衰弱/认知功能/抑郁

Key words

community/older adults/social frailty/social support/nutritional status/physical frailty/cognitive function/depression

引用本文复制引用

基金项目

河北省社会科学基金项目(HB17RK004)

出版年

2024
护理学杂志
华中科技大学同济医学院

护理学杂志

CSTPCDCSCD北大核心
影响因子:2.062
ISSN:1001-4152
参考文献量31
段落导航相关论文