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无切点加速度计指标评估儿童体力活动:以在校日为例。

Cut-point-free accelerometer metrics to assess children's physical activity: An example using the school day.

机构信息

Department of Sport and Physical Activity, Movement Behaviours, Health, and Wellbeing Research Group, Edge Hill University, Ormskirk, UK.

Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK.

出版信息

Scand J Med Sci Sports. 2020 Jan;30(1):117-125. doi: 10.1111/sms.13565. Epub 2019 Oct 22.

Abstract

The aims were to (a) investigate associations between a novel accelerometer metric: the minimum acceleration value above which the most active 30-minutes were accumulated during the school day (M30 ), and health indicators, and (b) demonstrate that applying an equivalent cut-point to the M30 metric gives comparable prevalence results as a moderate-to-vigorous physical activity (MVPA) cut-point approach. Two hundred and ninety-six children (age 9-10-years) wore wrist-mounted accelerometers for 7-days. School day MVPA and M30 were calculated. Body mass index (BMI), waist-to-height ratio (WHtR), and cardiorespiratory fitness (CRF) were also measured. Mixed linear models investigated associations between M30 and health indicators. Agreement between ranked MVPA and M30 values was assessed using percent agreement, kappa, sensitivity, and specificity statistics. M30 thresholds associated with health indicators were 213 mg (BMI), 206 mg (WHtR), and 269 mg (CRF) for girls. The equivalent values for boys were 234 mg (BMI), 230 mg (WHtR), and 327 mg (CRF). Less than half of girls and 75% of boys accumulated 30 minutes of school day MVPA. Just <50% of girls and >80% of boys had M30 values ≥200 mg, which is equivalent to brisk walking. Agreement between MVPA and M30 tertiles was high, reflected by the sensitivity and specificity values of >90%. Results demonstrate the utility of M30 as a PA metric that is not heavily influenced by researcher decisions. M30 has potential as an accelerometer-specific metric for generating PA guidelines related to health indicators and easily understood forms of activity such as brisk walking.

摘要

目的是

(a) 研究新型加速度计指标(在校日期间累计最活跃 30 分钟的最小加速度值,M30)与健康指标之间的关联,(b) 证明应用等效的 M30 切点可获得与中高强度体力活动(MVPA)切点方法相当的患病率结果。296 名 9-10 岁儿童佩戴腕部加速度计进行 7 天测量。计算在校日 MVPA 和 M30。还测量了体重指数(BMI)、腰高比(WHtR)和心肺功能(CRF)。混合线性模型研究了 M30 与健康指标之间的关联。使用百分比一致性、kappa、敏感性和特异性统计数据评估了 MVPA 和 M30 值的排序之间的一致性。与健康指标相关的 M30 阈值为女孩 213mg(BMI)、206mg(WHtR)和 269mg(CRF),男孩 234mg(BMI)、230mg(WHtR)和 327mg(CRF)。不到一半的女孩和 75%的男孩累计了 30 分钟的学校日 MVPA。只有不到 50%的女孩和超过 80%的男孩 M30 值≥200mg,相当于快走。MVPA 和 M30 三分位数之间的一致性很高,反映了敏感性和特异性值均>90%。结果表明,M30 作为 PA 指标具有实用性,其不受研究人员决策的严重影响。M30 有潜力成为与健康指标相关的 PA 指南的特定加速度计指标,并且可以与易于理解的活动形式(如快走)相结合。

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