加速度计测定的学龄儿童身体活动和久坐行为的可靠性:一项12个国家的研究

International journal of obesity supplements Pub Date : 2015-12-01 Epub Date: 2015-12-08 DOI:10.1038/ijosup.2015.16
T V Barreira, J M Schuna, C Tudor-Locke, J-P Chaput, T S Church, M Fogelholm, G Hu, R Kuriyan, A Kurpad, E V Lambert, C Maher, J Maia, V Matsudo, T Olds, V Onywera, O L Sarmiento, M Standage, M S Tremblay, P Zhao, P T Katzmarzyk
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引用次数: 44

摘要

目标:专注于9-11岁儿童的加速度计确定的身体活动和久坐时间指标,我们试图确定以下内容:(i)实现可靠估计值所需的天数(G大于或等于0.8);(ii)可靠性估计的不同方面(参与者和天数)的方差比例;(iii)《儿童肥胖、生活方式和环境国际研究》(ISCOLE)所收集数据的实际可靠性。方法:分析样本包括来自12个国家的6025名儿童(55%为女孩)。使用腰戴式ActiGraph GT3X+连续7天,每天24小时评估身体活动和久坐时间指标。利用R软件的概括性理论对目标i和ii进行了研究。使用SAS PROC GLM计算类内相关系数(ICC),为目标iii提供信息。结果:实现G大于或等于0.8的可靠性估计所需的估计最小天数对于男孩为5到9,对于女孩为3到11进行轻体力活动(LPA);中度至剧烈体力活动(MVPA)为5至9分,3至10分;5至10和4至10的总活动计数;久坐时间分别是7到11岁和6到11岁。对于所调查的所有变量,“参与者”方面占变异性的30-50%,而“天数”方面占变异性的5%,而相互作用(P × D)占变异性的50-70%。ISCOLE中男孩的实际信度范围为LPA、MVPA和总活动计数的ICCs分别为0.78 ~ 0.86、0.73 ~ 0.85和0.72 ~ 0.86,久坐时间的ICCs为0.67 ~ 0.79。女孩的相应值分别为0.80 ~ 0.88、0.70 ~ 0.89、0.74 ~ 0.86和0.64 ~ 0.80。结论:这是罕见的,只有4天的所有参与者将足以达到理想的可靠性估计。然而,要求参与者佩戴该设备7天并要求大于或小于4天的数据以将参与者包括在分析中可能是实现大多数加速度计衍生指标的可靠估计的适当方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Reliability of accelerometer-determined physical activity and sedentary behavior in school-aged children: a 12-country study.

Reliability of accelerometer-determined physical activity and sedentary behavior in school-aged children: a 12-country study.

Reliability of accelerometer-determined physical activity and sedentary behavior in school-aged children: a 12-country study.

Reliability of accelerometer-determined physical activity and sedentary behavior in school-aged children: a 12-country study.

Objectives: Focused on the accelerometer-determined physical activity and sedentary time metrics in 9-11-year-old children, we sought to determine the following: (i) number of days that are necessary to achieve reliable estimates (G⩾0.8); (ii) proportion of variance attributed to different facets (participants and days) of reliability estimates; and (iii) actual reliability of data as collected in The International Study of Childhood Obesity, Lifestyle and Environment (ISCOLE).

Methods: The analytical sample consisted of 6025 children (55% girls) from sites in 12 countries. Physical activity and sedentary time metrics measures were assessed for up to 7 consecutive days for 24 h per day with a waist-worn ActiGraph GT3X+. Generalizability theory using R software was used to investigate the objectives i and ii. Intra-class correlation coefficients (ICC) were computed using SAS PROC GLM to inform objective iii.

Results: The estimated minimum number of days required to achieve a reliability estimate of G⩾0.8 ranged from 5 to 9 for boys and 3 to 11 for girls for light physical activity (LPA); 5 to 9 and 3 to 10, for moderate-to-vigorous physical activity (MVPA); 5 to 10 and 4 to 10 for total activity counts; and 7 to 11 and 6 to 11 for sedentary time, respectively. For all variables investigated, the 'participant' facet accounted for 30-50% of the variability, whereas the 'days' facet accounted for ⩽5%, and the interaction (P × D) accounted for 50-70% of the variability. The actual reliability for boys in ISCOLE ranged from ICCs of 0.78 to 0.86, 0.73 to 0.85 and 0.72 to 0.86 for LPA, MVPA and total activity counts, respectively, and 0.67 to 0.79 for sedentary time. The corresponding values for girls were 0.80-0.88, 0.70-0.89, 0.74-0.86 and 0.64-0.80.

Conclusions: It was rare that only 4 days from all participants would be enough to achieve desirable reliability estimates. However, asking participants to wear the device for 7 days and requiring ⩾4 days of data to include the participant in the analysis might be an appropriate approach to achieve reliable estimates for most accelerometer-derived metrics.

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