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GT3X 加速度计在评估自由活动中过滤器选择的影响。

Effects of filter choice in GT3X accelerometer assessments of free-living activity.

机构信息

Physical Activity and Health Work Unit, Institute of Social and Preventive Medicine, University of Zurich, Zurich, Switzerland.

出版信息

Med Sci Sports Exerc. 2013 Jan;45(1):170-7. doi: 10.1249/MSS.0b013e31826c2cf1.

Abstract

PURPOSE

ActiGraph accelerometers are widely used devices to objectively assess physical activity. The GT3X version has two filter options to be selected before data assessment (normal and low-frequency extension filter option). It is not clear whether the resulting physical activity levels differ depending on the choice of the filter. The aims were to compare GT3X data collected using the different filter options during free-living activities and to establish correction factors if the results were not comparable.

METHODS

Sixty-five participants of the population-based SAPALDIA-cohort (50.8% women, age range = 40-80 yr) wore two GT3X accelerometers with different filter selections simultaneously during 8 d. Spearman correlations, Wilcoxon rank sum tests, McNemar tests, scatter plots, and Bland-Altman plots were used to compare the data. Correction factors were established using linear regression models.

RESULTS

Although Spearman correlations were high (r ≥ 0.93), there were significant differences in minutes per day between filter options for nonwearing time and time spent in sedentary, light, and moderate-to-vigorous physical activity (all P < 0.001), with more remarkable differences in the lower range of activity (sedentary and light activities). Mean counts per minute and steps per day were significantly higher using the low-frequency extension filter (P < 0.001). Most differences could be resolved using the correction factors.

CONCLUSIONS

The observed differences are especially important when research is focusing on sedentary and light activities. In future studies, it is important to carefully evaluate the suitable filter option and to specify the filter choice in publications. The correction factors can be used to make data assessed using the low-frequency extension filter comparable to data assessed using the normal filter option.

摘要

目的

ActiGraph 加速度计是广泛用于客观评估身体活动的设备。GT3X 有两种可供选择的滤波器选项(标准滤波器和低频扩展滤波器),在进行数据评估之前需要进行选择。目前尚不清楚选择不同滤波器是否会导致身体活动水平不同。本研究的目的是比较在自由活动期间使用不同滤波器选项采集的 GT3X 数据,并在结果不可比的情况下建立校正系数。

方法

共有 65 名来自基于人群的 SAPALDIA 队列的参与者(50.8%为女性,年龄范围为 40-80 岁)同时佩戴了两个带有不同滤波器选择的 GT3X 加速度计,共佩戴 8 天。使用 Spearman 相关系数、Wilcoxon 秩和检验、McNemar 检验、散点图和 Bland-Altman 图来比较数据。使用线性回归模型建立校正系数。

结果

尽管 Spearman 相关系数很高(r≥0.93),但两种滤波器选项之间在非佩戴时间和久坐、低强度、中高强度身体活动时间上存在显著差异(所有 P<0.001),在活动量较低的范围内(久坐和低强度活动)差异更为明显。使用低频扩展滤波器时,每分钟的平均计数和每天的平均步数都显著更高(P<0.001)。使用校正系数可以解决大部分差异。

结论

当研究重点是久坐和低强度活动时,观察到的差异尤其重要。在未来的研究中,需要仔细评估合适的滤波器选项,并在出版物中明确滤波器选择。可以使用校正系数使使用低频扩展滤波器评估的数据与使用标准滤波器评估的数据具有可比性。

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