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Validation of the VitaBit Sit–Stand Tracker: Detecting Sitting Standing and Activity Patterns

机译:验证VitaBit坐姿跟踪器:检测坐姿站立和活动模式

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摘要

Sedentary behavior (SB) has detrimental consequences and cannot be compensated for through moderate-to-vigorous physical activity (PA). In order to understand and mitigate SB, tools for measuring and monitoring SB are essential. While current direct-to-customer wearables focus on PA, the VitaBit validated in this study was developed to focus on SB. It was tested in a laboratory and in a free-living condition, comparing it to direct observation and to a current best-practice device, the ActiGraph, on a minute-by-minute basis. In the laboratory, the VitaBit yielded specificity and negative predictive rates (NPR) of above 91.2% for sitting and standing, while sensitivity and precision ranged from 74.6% to 85.7%. For walking, all performance values exceeded 97.3%. In the free-living condition, the device revealed performance of over 72.6% for sitting with the ActiGraph as criterion. While sensitivity and precision for standing and walking ranged from 48.2% to 68.7%, specificity and NPR exceeded 83.9%. According to the laboratory findings, high performance for sitting, standing, and walking makes the VitaBit eligible for SB monitoring. As the results are not transferrable to daily life activities, a direct observation study in a free-living setting is recommended.
机译:久坐行为(SB)具有有害后果,无法通过中度至剧烈的体育活动(PA)进行补偿。为了理解和减轻SB,用于测量和监视SB的工具必不可少。当前的直接面向客户的可穿戴设备侧重于PA,而本研究中验证的VitaBit则被开发为侧重于SB。它在实验室和自由活动的条件下进行了测试,将其与直接观察以及当前最佳实践设备ActiGraph进行了逐分钟比较。在实验室中,VitaBit对坐姿和站立姿势的特异性和阴性预测率(NPR)均高于91.2%,而灵敏度和精确度介于74.6%至85.7%之间。对于步行,所有性能值均超过97.3%。在自由活动状态下,该设备显示以ActiGraph为标准坐姿的性能超过72.6%。站立和行走的灵敏度和精确度在48.2%至68.7%之间,而特异性和NPR则超过83.9%。根据实验室的发现,VitaBit的坐姿,站立和行走性能均很高,因此可以进行SB监视。由于结果无法转移到日常生活中,因此建议在自由生活的环境中进行直接观察研究。

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