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基于加速度计的儿童身体活动切点比较:计数与步数。

Comparison of Accelerometer-Based Cut-Points for Children's Physical Activity: Counts vs. Steps.

作者信息

Howe Cheryl A, Clevenger Kimberly A, Leslie Ryann E, Ragan Moira A

机构信息

School of Applied Health Sciences and Wellness, Ohio University, 1 University Terrace, Grover Center E154, Athens, OH 45701, USA.

Department of Kinesiology, Michigan State University, East Lansing, MI 48824, USA.

出版信息

Children (Basel). 2018 Aug 3;5(8):105. doi: 10.3390/children5080105.

Abstract

Accelerometers measure complex movements of children's free play moderate-vigorous physical activity (MVPA), including step and non-step movements. Current accelerometer technology has introduced algorithms to measure steps, along with counts. Precise interpretation of accelerometer-based cadence (steps/min) cut-points is necessary for accurately measuring and tracking children's MVPA. The purpose of this study was to assess the relationships and agreement between accelerometer-based cut-points (cadence and counts/min) to estimate children's MVPA compared to measured values. : Forty children (8⁻12 years; 25 boys) played 6⁻10 games while wearing a portable metabolic analyzer and GT3X⁺ to measure and estimate MVPA, respectively. Correlation, kappa, sensitivity, and specificity assessed the relationships and agreement between measured and estimated MVPA. : Games elicited, on average, 6.3 ± 1.6 METs, 64.5 ± 24.7 steps/min, and 3318 ± 1262 vertical (V) and 5350 ± 1547 vector-magnitude (VM) counts/min. The relationship between measured and estimated MVPA intensity was higher for cadence ( = 0.50) than V and VM counts/min ( = 0.38 for both). Agreement using V and VM counts/min for measuring PA intensity varied by cut-points (range: 6.8% (κ = -0.02) to 97.6% (κ = 0.49)), while agreement was low using cadence cut-points (range: 4.0% (κ = 0.0009) to 11.3% (κ = 0.001)). : While measured and estimated values were well correlated, using cadence tended to misclassify children's free-play MVPA.

摘要

加速度计可测量儿童自由玩耍时中等至剧烈身体活动(MVPA)的复杂动作,包括有步数和无步数的动作。当前的加速度计技术引入了测量步数及计数的算法。为准确测量和追踪儿童的MVPA,精确解读基于加速度计的步频(步数/分钟)切点至关重要。本研究的目的是评估基于加速度计的切点(步频和计数/分钟)与实测值相比在估计儿童MVPA方面的关系和一致性。40名儿童(8至12岁;25名男孩)在佩戴便携式代谢分析仪和GT3X⁺时分别进行了6至10场游戏,以测量和估计MVPA。相关性、kappa值、敏感性和特异性评估了实测和估计MVPA之间的关系和一致性。游戏平均引发6.3±1.6梅脱、64.5±24.7步/分钟以及3318±1262次垂直(V)和5350±1547次矢量大小(VM)计数/分钟。步频(r = 0.50)与实测和估计MVPA强度之间的关系高于V和VM计数/分钟(两者均为r = 0.38)。使用V和VM计数/分钟测量PA强度的一致性因切点而异(范围:6.8%(κ = -0.02)至97.6%(κ = 0.49)),而使用步频切点时一致性较低(范围:4.0%(κ = 0.0009)至11.3%(κ = 0.001))。虽然实测值和估计值相关性良好,但使用步频往往会对儿童自由玩耍时的MVPA进行错误分类。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/134c/6111715/f0738dcc53e9/children-05-00105-g001.jpg

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