• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用居家护理服务预测社区居住老年人反复跌倒的分类回归树。

A classification and regression tree for predicting recurrent falling among community-dwelling seniors using home-care services.

机构信息

Service de surveillance, recherche et evaluation, Direction de santé publique et d'evaluation, Agence de la santé et des services sociaux de Lanaudière, Joliette, QC.

出版信息

Can J Public Health. 2009 Jul-Aug;100(4):263-7. doi: 10.1007/BF03403944.

DOI:10.1007/BF03403944
PMID:19722338
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6973839/
Abstract

OBJECTIVES

A prospective, observational study was undertaken to identify risk profiles of subjects regarding the recurrence of falling among community-dwelling seniors using home-care services.

METHODS

A convenience sample of 868 community-dwelling older persons, aged 65 years or older, who use home-care services offered by public community-based centres in the province of Québec. Subjects were recruited between 2002 and 2005, assessed for fall-related risk factors, and monitored for prospective falls. Data were examined by a classification and regression tree (CART) and survival analyses.

RESULTS

Ninety-nine participants reported two falls within six months of entry to the study. Thus, the incidence of recurrent fallers was 11.4%. The tree analysis classified the population into five groups differing in risk of recurrent falling, based on history of falls in the three months prior to the initial interview, Berg balance score, type of housing, and usual alcohol consumption in the six months preceding study entry. The relative risks varied from 0.7 to 5.1. The survival analysis showed that the length of time before becoming a recurrent faller varies among risk profiles.

CONCLUSION

The study permitted the construction of easily interpretable risk profiles of recurrent falling. These can guide clinicians and public health practitioners to identify high-risk individuals and to decide on the appropriate intervention and follow-up.

摘要

目的

采用前瞻性观察研究方法,确定使用家庭护理服务的社区居住老年人再次跌倒的风险特征。

方法

便利选取了 868 名年龄在 65 岁及以上、使用魁北克省公立社区中心提供的家庭护理服务的社区居住老年人。2002 年至 2005 年间招募了这些研究对象,评估了与跌倒相关的风险因素,并对前瞻性跌倒进行了监测。采用分类回归树(CART)和生存分析对数据进行了分析。

结果

99 名参与者在进入研究后的 6 个月内报告了两次跌倒。因此,复发性跌倒者的发生率为 11.4%。树状分析根据初始访谈前三个月的跌倒史、Berg 平衡评分、住房类型和研究前六个月的常规饮酒情况,将人群分为五个具有不同复发性跌倒风险的组。相对风险从 0.7 到 5.1 不等。生存分析表明,在成为复发性跌倒者之前的时间长短因风险特征而异。

结论

该研究构建了易于解释的复发性跌倒风险特征。这些可以为临床医生和公共卫生工作者提供帮助,以便识别高风险个体,并决定适当的干预和随访措施。

相似文献

1
A classification and regression tree for predicting recurrent falling among community-dwelling seniors using home-care services.利用居家护理服务预测社区居住老年人反复跌倒的分类回归树。
Can J Public Health. 2009 Jul-Aug;100(4):263-7. doi: 10.1007/BF03403944.
2
A classification tree for predicting recurrent falling in community-dwelling older persons.用于预测社区居住老年人反复跌倒的分类树。
J Am Geriatr Soc. 2003 Oct;51(10):1356-64. doi: 10.1046/j.1532-5415.2003.51452.x.
3
Risk factors for falling among community-based seniors using home care services.使用居家护理服务的社区老年人跌倒的风险因素。
J Gerontol A Biol Sci Med Sci. 2002 Aug;57(8):M504-10. doi: 10.1093/gerona/57.8.m504.
4
Risk factors for falling among community-dwelling seniors using home-care services: an extended hazards model with time-dependent covariates and multiple events.使用居家护理服务的社区老年人跌倒的风险因素:一个具有时间依存性协变量和多个事件的扩展风险模型。
Chronic Dis Can. 2008;28(4):111-20.
5
A risk model for the prediction of recurrent falls in community-dwelling elderly: a prospective cohort study.一项预测社区居住老年人反复跌倒的风险模型:一项前瞻性队列研究。
J Clin Epidemiol. 2002 Nov;55(11):1088-94. doi: 10.1016/s0895-4356(02)00502-4.
6
Relationship between home hazards and falling among community-dwelling seniors using home-care services.使用居家护理服务的社区居住老年人中家庭危险因素与跌倒之间的关系。
Rev Epidemiol Sante Publique. 2010 Feb;58(1):3-11. doi: 10.1016/j.respe.2009.10.008. Epub 2010 Jan 22.
7
Artificial neural network and falls in community-dwellers: a new approach to identify the risk of recurrent falling?人工神经网络与社区居民跌倒:一种识别反复跌倒风险的新方法?
J Am Med Dir Assoc. 2015 Apr;16(4):277-81. doi: 10.1016/j.jamda.2014.09.013. Epub 2014 Oct 29.
8
A regression tree for identifying combinations of fall risk factors associated to recurrent falling: a cross-sectional elderly population-based study.用于识别与反复跌倒相关的跌倒风险因素组合的回归树:一项基于老年人群的横断面研究。
Aging Clin Exp Res. 2014 Jun;26(3):331-6. doi: 10.1007/s40520-014-0232-0. Epub 2014 Apr 30.
9
A risk profile for identifying community-dwelling elderly with a high risk of recurrent falling: results of a 3-year prospective study.用于识别社区居住的高复发性跌倒风险老年人的风险概况:一项3年前瞻性研究的结果
Osteoporos Int. 2006;17(3):417-25. doi: 10.1007/s00198-005-0002-0. Epub 2006 Jan 17.
10
Restriction in activity associated with fear of falling among community-based seniors using home care services.使用居家护理服务的社区老年人中,与跌倒恐惧相关的活动受限。
Age Ageing. 2004 May;33(3):273-9. doi: 10.1093/ageing/afh077.

引用本文的文献

1
Predictability of Fall Risk Assessments in Community-Dwelling Older Adults: A Scoping Review.社区居住老年人跌倒风险评估的可预测性:一项范围综述
Sensors (Basel). 2023 Sep 6;23(18):7686. doi: 10.3390/s23187686.
2
Nutrition Risk is Associated With Falls Risk in an Observational Study of Community-Dwelling, Rural, Older Adults.营养风险与社区居住的农村老年人跌倒风险相关:一项观察性研究。
J Aging Health. 2022 Oct;34(6-8):1125-1134. doi: 10.1177/08982643221096944. Epub 2022 Apr 29.
3
Ranked determinants of telemedicine diabetic retinopathy screening performance in the United States primary care safety-net setting: an exploratory CART analysis.美国初级保健保障体系中远程医疗糖尿病视网膜病变筛查表现的排名决定因素:探索性 CART 分析。
BMC Health Serv Res. 2022 Apr 14;22(1):507. doi: 10.1186/s12913-022-07915-5.
4
Validation of the AUDIT and AUDIT-C for Hazardous Drinking in Community-Dwelling Older Adults.验证 AUDIT 和 AUDIT-C 在社区居住的老年人中用于危险饮酒的情况。
Int J Environ Res Public Health. 2021 Sep 2;18(17):9266. doi: 10.3390/ijerph18179266.
5
The Short Physical Performance Battery (SPPB): A Quick and Useful Tool for Fall Risk Stratification Among Older Primary Care Patients.简易体能测试组合(SPPB):老年初级保健患者跌倒风险分层的快速有效工具。
J Am Med Dir Assoc. 2021 Aug;22(8):1646-1651. doi: 10.1016/j.jamda.2020.09.038. Epub 2020 Nov 13.
6
Identifying heterogeneous health profiles of primary care utilizers and their differential healthcare utilization and mortality - a retrospective cohort study.识别初级保健利用者的异质健康特征及其差异化的医疗保健利用和死亡率 - 一项回顾性队列研究。
BMC Fam Pract. 2019 Apr 23;20(1):54. doi: 10.1186/s12875-019-0939-2.
7
A need to improve the assessment of environmental hazards for falls on stairs and in bathrooms: results of a scoping review.需要改进对楼梯和浴室跌倒的环境危害评估:范围综述的结果。
BMC Geriatr. 2018 Nov 9;18(1):272. doi: 10.1186/s12877-018-0958-1.
8
A systematic review of the clinical application of data-driven population segmentation analysis.数据驱动的人群细分分析在临床应用中的系统评价。
BMC Med Res Methodol. 2018 Nov 3;18(1):121. doi: 10.1186/s12874-018-0584-9.
9
Examining Fall Recurrence Risk of Homebound Hispanic Older Adults Receiving Home Care Services.评估接受居家护理服务的居家西班牙裔老年人秋季复发风险。
Hisp Health Care Int. 2017 Mar;15(1):20-26. doi: 10.1177/1540415317691490. Epub 2017 Feb 14.
10
Comparison of gait symmetry between poststroke fallers and nonfallers during level walking using triaxial accelerometry: A STROBE-compliant cross-sectional study.使用三轴加速度计比较中风后跌倒者和未跌倒者在平地行走时的步态对称性:一项符合STROBE标准的横断面研究。
Medicine (Baltimore). 2017 Mar;96(9):e5990. doi: 10.1097/MD.0000000000005990.

本文引用的文献

1
Risk factors for falling among community-dwelling seniors using home-care services: an extended hazards model with time-dependent covariates and multiple events.使用居家护理服务的社区老年人跌倒的风险因素:一个具有时间依存性协变量和多个事件的扩展风险模型。
Chronic Dis Can. 2008;28(4):111-20.
2
Home-care programmes for older adults with disabilities in Canada: how can we assess the adequacy of services provided compared with the needs of users?加拿大针对残疾老年人的居家护理计划:与使用者的需求相比,我们如何评估所提供服务的充足性?
Health Soc Care Community. 2007 Jan;15(1):1-7. doi: 10.1111/j.1365-2524.2006.00645.x.
3
A data mining approach in home healthcare: outcomes and service use.家庭医疗保健中的数据挖掘方法:结果与服务使用情况
BMC Health Serv Res. 2006 Feb 24;6:18. doi: 10.1186/1472-6963-6-18.
4
A risk profile for identifying community-dwelling elderly with a high risk of recurrent falling: results of a 3-year prospective study.用于识别社区居住的高复发性跌倒风险老年人的风险概况:一项3年前瞻性研究的结果
Osteoporos Int. 2006;17(3):417-25. doi: 10.1007/s00198-005-0002-0. Epub 2006 Jan 17.
5
Monitoring falls in cohort studies of community-dwelling older people: effect of the recall interval.社区居住老年人队列研究中的跌倒监测:回忆间隔的影响
J Am Geriatr Soc. 2005 Dec;53(12):2190-4. doi: 10.1111/j.1532-5415.2005.00509.x.
6
Psychometric comparisons of the timed up and go, one-leg stand, functional reach, and Tinetti balance measures in community-dwelling older people.社区居住老年人定时起立行走测试、单腿站立测试、功能性前伸测试和Tinetti平衡测试的心理测量学比较。
J Am Geriatr Soc. 2004 Aug;52(8):1343-8. doi: 10.1111/j.1532-5415.2004.52366.x.
7
Restriction in activity associated with fear of falling among community-based seniors using home care services.使用居家护理服务的社区老年人中,与跌倒恐惧相关的活动受限。
Age Ageing. 2004 May;33(3):273-9. doi: 10.1093/ageing/afh077.
8
A classification tree for predicting recurrent falling in community-dwelling older persons.用于预测社区居住老年人反复跌倒的分类树。
J Am Geriatr Soc. 2003 Oct;51(10):1356-64. doi: 10.1046/j.1532-5415.2003.51452.x.
9
Survival analysis part IV: further concepts and methods in survival analysis.生存分析第四部分:生存分析中的进一步概念与方法。
Br J Cancer. 2003 Sep 1;89(5):781-6. doi: 10.1038/sj.bjc.6601117.
10
Risk factors for falling among community-based seniors using home care services.使用居家护理服务的社区老年人跌倒的风险因素。
J Gerontol A Biol Sci Med Sci. 2002 Aug;57(8):M504-10. doi: 10.1093/gerona/57.8.m504.