Toward Harmonized Treadmill-Based Validation of Step-Counting Wearable Technologies: A Scoping Review.
Toward Harmonized Treadmill-Based Validation of Step-Counting Wearable Technologies: A Scoping Review.
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朝着基于跑步机的统一验证验证阶梯可穿戴技术的验证：范围审查。
DOI：
10.1123/jpah.2019-0205
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发表时间：
2020-08-01
影响因子：
3.1
通讯作者：
Tudor-Locke C
中科院分区：
文献类型：
--
作者：
Moore CC;McCullough AK;Aguiar EJ;Ducharme SW;Tudor-Locke C
作者进行了范围界定审查，作为建立协调（即一致和兼容）、基于经验的最佳实践来验证计步可穿戴技术的第一步。对跑步机行走过程中计步可穿戴技术进行验证的研究进行分类。作者于 2019 年 8 月搜索了 PubMed 和 SPORTDiscus，以确定基于跑步机的验证研究，这些研究采用直接观察（包括视频记录）步骤的标准，并对研究样本特征、方案细节和分析程序进行分类。在报告时，速度和磨损位置特定的平均绝对百分比误差 (MAPE) 值被制成表格。根据磨损位置和 0.2 米/秒的速度增量计算加权平均 MAPE 值。确定了 77 项合格研究：大多数样本平均为 54% (SD = 5%) 女性，年龄为 27 (5) 岁，跑步机方案包括 3 到 5 次，速度为 0.8 (0.1) 到 1.6 (0.2) m/s，并报告了偏差测量。十一项研究提供了跑步机速度为 1.1 至 1.8 m/s 时的 MAPE 值；腕部佩戴设备的加权中位 MAPE 值为 7% 至 11%，腰部佩戴设备为 1% 至 4%，大腿佩戴设备≤1%。尽管研究方法不同，但作者确定了常见做法，并总结了代表跑步机行走期间设备步数准确度的 MAPE 值。这些初步的实证研究结果应进一步完善，以最终建立验证可穿戴技术的统一最佳实践。
The authors conducted a scoping review as a first step toward establishing harmonized (ie, consistent and compatible), empirically based best practices for validating step-counting wearable technologies. To catalog studies validating step-counting wearable technologies during treadmill ambulation. The authors searched PubMed and SPORTDiscus in August 2019 to identify treadmill-based validation studies that employed the criterion of directly observed (including video recorded) steps and cataloged study sample characteristics, protocol details, and analytical procedures. Where reported, speed- and wear location-specific mean absolute percentage error (MAPE) values were tabulated. Weighted median MAPE values were calculated by wear location and a 0.2-m/s speed increment. Seventy-seven eligible studies were identified: most had samples averaging 54% (SD = 5%) female and 27 (5) years of age, treadmill protocols consisting of 3 to 5 bouts at speeds of 0.8 (0.1) to 1.6 (0.2) m/s, and reported measures of bias. Eleven studies provided MAPE values at treadmill speeds of 1.1 to 1.8 m/s; their weighted median MAPE values were 7% to 11% for wrist-worn, 1% to 4% for waist-worn, and ≤1% for thigh-worn devices. Despite divergent study methodologies, the authors identified common practices and summarized MAPE values representing device step-count accuracy during treadmill walking. These initial empirical findings should be further refined to ultimately establish harmonized best practices for validating wearable technologies.
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影响因子：
3.4
作者：
Duncan, Markus J.;Wunderlich, Kelly;Faulkner, Guy
通讯作者：
Faulkner, Guy
DOI：
10.1249/mss.0b013e3182058883
发表时间：
2011-06-01
期刊：
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
影响因子：
--
作者：
Connolly, Christopher P.;Coe, Dawn P.;Thompson, Dixie L.
通讯作者：
Thompson, Dixie L.
DOI：
10.1249/mss.0000000000000984
发表时间：
2016-10-01
期刊：
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
影响因子：
--
作者：
Chen, Ming-De;Kuo, Chang-Chih;Hsu, Miao-Ju
通讯作者：
Hsu, Miao-Ju
DOI：
10.1186/1479-5868-9-143
发表时间：
2012-12-11
影响因子：
8.7
作者：
Dondzila, Christopher J.;Swartz, Ann M.;Strath, Scott J.
通讯作者：
Strath, Scott J.
影响因子：
3.2
作者：
An, Hyun-Sung;Jones, Gregory C.;Lee, Jung-Min
通讯作者：
Lee, Jung-Min