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Analysis and Interpretation of Accelerometry Data in Older Adults: The LIFE Study.老年人加速度计数据的分析与解读:LIFE研究
J Gerontol A Biol Sci Med Sci. 2016 Apr;71(4):521-8. doi: 10.1093/gerona/glv204. Epub 2015 Oct 29.
2
New relative intensity ambulatory accelerometer thresholds for elderly men and women: the Generation 100 study.老年男性和女性的新型相对强度动态加速度计阈值:百岁老人研究
BMC Geriatr. 2015 Aug 4;15:97. doi: 10.1186/s12877-015-0093-1.
3
Physical activity and sedentary behavior patterns using accelerometry from a national sample of United States adults.使用加速度计对美国成年人全国样本的身体活动和久坐行为模式进行研究。
Int J Behav Nutr Phys Act. 2015 Feb 15;12:20. doi: 10.1186/s12966-015-0183-7.
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Associations among physical activity, diet quality, and weight status in US adults.美国成年人的身体活动、饮食质量和体重状况之间的关联。
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Effect of structured physical activity on prevention of major mobility disability in older adults: the LIFE study randomized clinical trial.结构化体育活动对预防老年人严重行动障碍的影响:LIFE研究随机临床试验
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Estimating relative intensity using individualized accelerometer cutpoints: the importance of fitness level.使用个体加速度计切点估计相对强度:健身水平的重要性。
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Validation of accelerometer wear and nonwear time classification algorithm.计步器佩戴和不佩戴时间分类算法的验证。
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Estimating absolute and relative physical activity intensity across age via accelerometry in adults.通过加速度计评估成年人各年龄段的绝对和相对身体活动强度。
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On efficiency of constrained longitudinal data analysis versus longitudinal analysis of covariance.受限纵向数据分析与纵向协方差分析的效率比较
Biometrics. 2010 Sep;66(3):891-6. doi: 10.1111/j.1541-0420.2009.01332.x.

评估加速度计阈值以检测中度身体活动水平的变化和由此导致的主要移动性残疾。

Evaluating Accelerometry Thresholds for Detecting Changes in Levels of Moderate Physical Activity and Resulting Major Mobility Disability.

机构信息

Department of Health and Exercise Science, Wake Forest University, Winston-Salem, North Carolina.

Department of Biostatistical Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina.

出版信息

J Gerontol A Biol Sci Med Sci. 2018 Apr 17;73(5):660-667. doi: 10.1093/gerona/glx132.

DOI:10.1093/gerona/glx132
PMID:28977340
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5905614/
Abstract

BACKGROUND

An important decision with accelerometry is the threshold in counts per minute (CPM) used to define moderate to vigorous physical activity (MVPA). We explore the ability of different thresholds to track changes in MVPA due to a physical activity (PA) intervention among older adults with compromised function: 760 CPM, 1,041 CPM, and an individualized threshold. We also evaluate the ability of change in accelerometry and self-reported PA to attenuate treatment effects on major mobility disability (MMD).

METHODS

Data from a week of hip worn accelerometers and self-reported PA data (30-day recall) were examined from baseline, 6-, 12-, and 24-months of follow-up on 1,528 older adults. Participants were randomized to either PA or Health Education (HE). MMD was objectively defined by loss of ability to walk 400 m during the follow-up.

RESULTS

The three thresholds yielded similar and higher levels of MVPA for PA than HE (p < .001), however, this difference was significantly attenuated in participants with lower levels of physical function. Self-reported PA that captured both walking and strength training totally attenuated the intervention effect for MMD, an 18% reduction to a 3% increase. Accelerometer CPMs showed less attenuation of the intervention effect.

CONCLUSIONS

Accelerometry assessment within the LIFE study was not sensitive to change in level in physical activity for older adults with very low levels of physical function. A combination of self-report and objective measures are recommended for use in physical activity intervention studies of the elderly; limitations of accelerometry deserve closer attention.

摘要

背景

使用计步器的一个重要决策是每分钟计数 (CPM) 的阈值,该阈值用于定义中度到剧烈的身体活动 (MVPA)。我们探索了不同阈值在跟踪因功能受损的老年人的体力活动 (PA) 干预而导致的 MVPA 变化方面的能力:760CPM、1041CPM 和个体化阈值。我们还评估了加速度计和自我报告的 PA 变化在减轻主要移动障碍 (MMD) 治疗效果方面的能力。

方法

从基线、6 个月、12 个月和 24 个月的随访中,检查了来自 1528 名老年人佩戴在臀部的一周加速计和自我报告的 PA 数据(30 天回顾)。参与者被随机分配到 PA 或健康教育 (HE)。MMD 通过在随访期间失去行走 400 米的能力而客观定义。

结果

对于 PA 而言,三个阈值都产生了比 HE 更高水平的 MVPA(p <.001),但在身体功能水平较低的参与者中,这种差异显著减弱。既捕获步行又捕获力量训练的自我报告的 PA 完全减轻了 MMD 的干预效果,减少了 18%,增加了 3%。CPM 的加速度计显示出对干预效果的减弱程度较小。

结论

在 LIFE 研究中,对于身体功能非常低的老年人,加速度计评估对身体活动水平的变化不敏感。建议将自我报告和客观测量相结合,用于老年人的体力活动干预研究;需要更密切关注加速度计的局限性。