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用于评估8至11岁儿童久坐行为和身体活动的Actigraph加速度计切点的交叉验证

Cross-validation of Actigraph derived accelerometer cut-points for assessment of sedentary behaviour and physical activity in children aged 8-11 years.

作者信息

Duncan Michael J, Eyre Emma L J, Cox Val, Roscoe Clare M P, Faghy Mark A, Tallis Jason, Dobell Alexandra

机构信息

School of Life Sciences, Coventry University, Coventry, UK.

School of Human Sciences, University of Derby, Derby, UK.

出版信息

Acta Paediatr. 2020 Sep;109(9):1825-1830. doi: 10.1111/apa.15189. Epub 2020 Feb 8.

Abstract

AIM

To cross-validate previously calibrated Actigraph cut-points in children.

METHODS

Twenty-eight children (50% boys) aged between 8 and 11 years of age (9.4 ± 1.4 years) performed a series of 5 minute bouts of activity reflective of different levels of PA from sedentary behaviour (SB) to moderate to vigorous physical activity (MVPA); O was assessed using breath-by-breath indirect calorimetry, and activity was assessed using Actigraph accelerometers worn on the hip and non-dominant wrist. The O values were then converted into age-specific METs (measured METs) and coded as SB, light PA and MVPA. Accelerometer data were analysed using previously calibrated cut-points at different epochs, that is 5, 15, 30 and 60 seconds.

RESULTS

Receiver operating characteristic (ROC) curve analysis indicated that there was excellent discrimination of SB using the Evenson et al (15 seconds), Romanzini (15 seconds), Treuth et al (30 seconds), Freedson et al (60 seconds), Treuth et al (60 seconds) and Troiano et al (60 seconds) cut-points. ROC analysis indicated poor discrimination for LPA irrespective of the cut-points used. Good discrimination of MVPA was evident for all existing cut-points using a 60-second epoch.

CONCLUSION

There is considerable variation in the performance of existing cut-points for assessment of SB, LPA and MPA in children.

摘要

目的

对先前校准的儿童活动记录仪切点进行交叉验证。

方法

28名年龄在8至11岁(9.4±1.4岁)的儿童(50%为男孩)进行了一系列时长5分钟的活动,这些活动反映了从久坐行为(SB)到中度至剧烈身体活动(MVPA)的不同体力活动水平;使用逐 breath-by-breath 间接量热法评估O,使用佩戴在髋部和非优势手腕上的活动记录仪加速度计评估活动。然后将O值转换为特定年龄的代谢当量(测量代谢当量),并编码为SB、轻度体力活动和MVPA。使用先前校准的不同时段(即5、15、30和60秒)的切点分析加速度计数据。

结果

受试者工作特征(ROC)曲线分析表明,使用埃文森等人(15秒)、罗曼齐尼(15秒)、特鲁思等人(30秒)、弗里德森等人(60秒)、特鲁思等人(60秒)和特罗亚诺等人(60秒)的切点对SB有出色的区分能力。ROC分析表明,无论使用何种切点,对轻度体力活动的区分能力都很差。对于所有现有的使用60秒时段的切点,对MVPA有明显的良好区分能力。

结论

在评估儿童的SB、轻度体力活动和中度体力活动时,现有切点的性能存在相当大的差异。

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