使用基于心率的身体活动估计从消费者可穿戴设备在不同体重状况的个人使用考虑因素
Denver M Y Brown1, David Wing2,3, Christopher D Pfledderer4
1Department of Kinesiology, Kansas State University, Manhattan, KS, USA. denverbrown@ksu.edu.
消费者可穿戴设备可能会在更重的年轻人中高估中度至强度的体力活动 (MVPA). 基于心率的跟踪与基于加速的方法不同,影响公共卫生研究和干预.
科学领域:
- 运动科学 运动科学
- 生物医学工程 生物医学工程
- 公共卫生 公共卫生
背景情况:
- 物理活动 (PA) 的标准化评估对于研究的可比性至关重要.
- 消费者可穿戴活动追踪器通常使用心率 (HR) 来进行强度分类,与研究级加速度计不同.
- 在不同体重状态下,PA强度分类的差异显著.
研究的目的:
- 讨论基于HR和基于加速的MVPA分类之间的系统差异.
- 突出重量状态对PA强度评估的影响.
- 呼吁提高PA测量的标准化.
主要方法:
- 来自青少年大脑认知发展研究的Fitbit数据的分析.
- 基于HR (相对强度) 和基于加速 (绝对强度) 的MVPA分类的比较.
- 在不同体重状况的个体中检查PA强度.
主要成果:
- 基于HR的PA强度分类可能会高估MVPA在具有较高脂肪度的年轻人中.
- 具有较高脂肪度的个体表现出较低的步数和轻微的PA水平,尽管他们感知到的MVPA更高.
- 不同的PA评估方法之间存在系统的差异.
结论:
- 消费级可穿戴设备可能会提供不准确的MVPA评估,特别是对于较重的人来说.
- 目前的PA评估方法缺乏标准化,影响研究和公共卫生监督.
- 需要更大的透明度和整合性测量方法来准确评估PA行为.
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