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本文引用的文献

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Multivariate Discrete Hidden Markov Models for Domain-Based Measurements and Assessment of Risk Factors in Child Development.用于基于领域的儿童发育风险因素测量与评估的多元离散隐马尔可夫模型
J Comput Graph Stat. 2010;19(3):746-765. doi: 10.1198/jcgs.2010.09015. Epub 2012 Jan 1.
2
Should physical activity programs be tailored when older adults have compromised function?当老年人功能受损时,体育活动计划是否应该量身定制?
J Aging Phys Act. 2009 Jul;17(3):294-306. doi: 10.1123/japa.17.3.294.
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Balance disorders in the elderly.老年人的平衡障碍
Neurophysiol Clin. 2008 Dec;38(6):467-78. doi: 10.1016/j.neucli.2008.09.001. Epub 2008 Oct 7.
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Obesity influences transitional states of disability in older adults with knee pain.肥胖影响患有膝关节疼痛的老年人的残疾过渡状态。
Arch Phys Med Rehabil. 2008 Nov;89(11):2102-7. doi: 10.1016/j.apmr.2008.05.013.
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Measuring disability in older adults: the International Classification System of Functioning, Disability and Health (ICF) framework.老年人残疾状况的评估:国际功能、残疾与健康分类系统(ICF)框架
Geriatr Gerontol Int. 2008 Mar;8(1):48-54. doi: 10.1111/j.1447-0594.2008.00446.x.
6
Lifestyle Interventions and Independence for Elders pilot study: recruitment and baseline characteristics.老年人生活方式干预与独立性试点研究:招募与基线特征
J Am Geriatr Soc. 2007 May;55(5):674-83. doi: 10.1111/j.1532-5415.2007.01136.x.
7
Effects of a physical activity intervention on measures of physical performance: Results of the lifestyle interventions and independence for Elders Pilot (LIFE-P) study.一项体育活动干预对身体机能指标的影响:老年人生活方式干预与独立性试点研究(LIFE-P)的结果
J Gerontol A Biol Sci Med Sci. 2006 Nov;61(11):1157-65. doi: 10.1093/gerona/61.11.1157.
8
The effect of prior disability history on subsequent functional transitions.既往残疾史对后续功能转变的影响。
J Gerontol A Biol Sci Med Sci. 2006 Mar;61(3):272-7. doi: 10.1093/gerona/61.3.272.
9
Mobility limitations in the Medicare population: prevalence and sociodemographic and clinical correlates.医疗保险人群中的行动能力受限情况:患病率及社会人口学和临床相关因素
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The lifestyle interventions and independence for elders (LIFE) pilot study: design and methods.老年人生活方式干预与独立性(LIFE)试点研究:设计与方法
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体育锻炼可增加身体机能的增益并防止其损失:生活方式干预和老年人独立试验研究的结果。

Physical activity increases gains in and prevents loss of physical function: results from the lifestyle interventions and independence for elders pilot study.

机构信息

Department of Biostatistical Sciences, Wake Forest University School of Medicine, Medical Center Blvd., WC23, Winston-Salem, NC 27157, USA.

出版信息

J Gerontol A Biol Sci Med Sci. 2013 Apr;68(4):426-32. doi: 10.1093/gerona/gls186. Epub 2012 Sep 17.

DOI:10.1093/gerona/gls186
PMID:22987794
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3593616/
Abstract

BACKGROUND

Physical activity (PA) appears to have a positive effect on physical function, however, studies have not examined multiple indices of physical function jointly nor have they conceptualized physical functioning as a state rather than a trait.

METHODS

About 424 men and women aged 70-89 were randomly assigned to complete a PA or a successful aging (SA) education program. Balance, gait speed, chair stand performance, grip strength, and time to complete the 400-m walk were assessed at baseline and at 6 and 12 months. Using hidden Markov model, empiric states of physical functioning were derived based on these performance measures of balance, strength, and mobility. Rates of gain and loss in physical function were compared between PA and SA.

RESULTS

Eight states of disability were identified and condensed into four clinically relevant states. State 1 represented mild disability with physical functioning, states 2 and 3 were considered intermediate states of disability, and state 4 severe disability. About 30.1% of all participants changed states at 6 months, 24.1% at 12 months, and 11.0% at both time points. The PA group was more likely to regain or sustain functioning and less likely to lose functioning when compared with SA. For example, PA participants were 20% more likely than the SA participants to remain in state 1.

CONCLUSION

PA appears to have a favorable effect on the dynamics of physical functioning in older adults.

摘要

背景

身体活动(PA)似乎对身体功能有积极影响,然而,研究尚未联合检查身体功能的多个指标,也没有将身体功能概念化为一种状态而不是特质。

方法

约 424 名 70-89 岁的男性和女性被随机分配完成身体活动或成功老龄化(SA)教育计划。在基线以及 6 个月和 12 个月时评估平衡、步态速度、椅子站立表现、握力以及完成 400 米步行的时间。使用隐马尔可夫模型,根据平衡、力量和移动性的这些表现测量值,推导出身体功能的经验状态。比较 PA 和 SA 之间身体功能的增益和损失率。

结果

确定了 8 种残疾状态,并将其浓缩为 4 种临床相关状态。状态 1 代表轻度残疾的身体功能,状态 2 和 3 被认为是残疾的中间状态,状态 4 为严重残疾。大约 30.1%的参与者在 6 个月时改变状态,24.1%在 12 个月时改变状态,11.0%在两个时间点都改变状态。与 SA 相比,PA 组更有可能恢复或维持功能,而不太可能失去功能。例如,PA 参与者比 SA 参与者更有可能保持在状态 1。

结论

PA 似乎对老年人身体功能的动态有有利影响。