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早年儿童习惯性身体活动和久坐时间可靠估计的加速度计数据要求——一个遵循逐步方法的实例

Accelerometer data requirements for reliable estimation of habitual physical activity and sedentary time of children during the early years - a worked example following a stepped approach.

作者信息

Bingham Daniel D, Costa Silvia, Clemes Stacy A, Routen Ash C, Moore Helen J, Barber Sally E

机构信息

a Bradford Institute for Health Research , Bradford Teaching Hospitals Foundation Trust , Bradford , UK.

b School of Sport, Health and Exercise Sciences , Loughborough University , Leicestershire , UK.

出版信息

J Sports Sci. 2016 Oct;34(20):2005-10. doi: 10.1080/02640414.2016.1149605. Epub 2016 Feb 26.

Abstract

This study presents a worked example of a stepped process to reliably estimate the habitual physical activity and sedentary time of a sample of young children. A total of 299 children (2.9 ± 0.6 years) were recruited. Outcome variables were daily minutes of total physical activity, sedentary time, moderate to vigorous physical activity and proportional values of each variable. In total, 282 (94%) provided 3 h of accelerometer data on ≥1 day and were included in a 6-step process: Step-1: determine minimum wear-time; Step-2: process 7-day-data; Step-3: determine the inclusion of a weekend day; Step-4: examine day-to-day variability; Step-5: calculate single day intraclass correlation (ICC) (2,1); Step-6: calculate number of days required to reach reliability. Following the process the results were, Step-1: 6 h was estimated as minimum wear-time of a standard day. Step-2: 98 (32%) children had ≥6 h wear on 7 days. Step-3: no differences were found between weekdays and weekend days (P ≥ 0.05). Step-4: no differences were found between day-to-day variability (P ≥ 0.05). Step-5: single day ICC's (2,1) ranged from 0.48 (total physical activity and sedentary time) to 0.53 (proportion of moderate to vigorous physical activity). Step-6: to reach reliability (ICC = 0.7), 3 days were required for all outcomes. In conclusion following a 7 day wear protocol, ≥6 h on any 3 days was found to have acceptable reliability. The stepped-process offers researchers a method to derive sample-specific wear-time criterion.

摘要

本研究展示了一个逐步流程的实例,用于可靠地估计幼儿样本的习惯性身体活动和久坐时间。共招募了299名儿童(2.9±0.6岁)。结果变量包括每日总身体活动分钟数、久坐时间、中度至剧烈身体活动以及各变量的比例值。总共282名儿童(94%)在至少1天内提供了3小时的加速度计数据,并被纳入一个6步流程:步骤1:确定最小佩戴时间;步骤2:处理7天的数据;步骤3:确定是否纳入周末日;步骤4:检查每日变异性;步骤5:计算单日组内相关系数(ICC)(2,1);步骤6:计算达到可靠性所需的天数。按照该流程,结果如下:步骤1:估计标准日的最小佩戴时间为6小时。步骤2:98名(32%)儿童在7天内佩戴时间≥6小时。步骤3:工作日和周末日之间未发现差异(P≥0.05)。步骤4:每日变异性之间未发现差异(P≥0.05)。步骤5:单日ICC(2,1)范围从0.48(总身体活动和久坐时间)到0.53(中度至剧烈身体活动比例)。步骤6:为达到可靠性(ICC = 0.7),所有结果均需要3天。总之,按照7天佩戴方案,在任意3天内佩戴≥6小时具有可接受的可靠性。该逐步流程为研究人员提供了一种得出特定样本佩戴时间标准的方法。

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