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协调与可穿戴传感器变量之间的关联因记录情境而异,但与评估类型无关。

Associations Between Coordination and Wearable Sensor Variables Vary by Recording Context but Not Assessment Type.

机构信息

Program in Physical Therapy, Washington University School of Medicine, St. Louis, USA.

Department of Psychiatry, Washington University School of Medicine, St. Louis, USA.

出版信息

J Mot Behav. 2024;56(3):339-355. doi: 10.1080/00222895.2023.2300969. Epub 2024 Jan 8.

Abstract

Motor coordination is an important driver of development and improved coordination assessments could facilitate better screening, diagnosis, and intervention for children at risk of developmental disorders. Wearable sensors could provide data that enhance the characterization of coordination and the clinical utility of that data may vary depending on how sensor variables from different recording contexts relate to coordination. We used wearable sensors at the wrists to capture upper-limb movement in 85 children aged 6-12. Sensor variables were extracted from two recording contexts. recordings occurred in the lab during a unilateral throwing task. recordings occurred during free-living activity. The objective was to determine the influence of recording context (unstructured versus structured) and assessment type (direct vs. indirect) on the association between sensor variables and coordination. The greatest associations were between six sensor variables from the structured context and the direct measure of coordination. Worse coordination scores were associated with upper-limb movements that had higher peak magnitudes, greater variance, and less smoothness. The associations were consistent across both arms, even though the structured task was unilateral. This finding suggests that wearable sensors could be paired with a simple, structured task to yield clinically informative variables that relate to motor coordination.

摘要

运动协调能力是发育的重要驱动因素,更好的协调评估可以促进对发育障碍风险儿童的更好筛查、诊断和干预。可穿戴传感器可以提供增强协调特征的信息,并且该信息的临床实用性可能因不同记录环境的传感器变量与协调的关系而异。我们使用手腕上的可穿戴传感器来捕捉 85 名 6-12 岁儿童的上肢运动。从两个记录环境中提取传感器变量。记录发生在实验室进行单侧投掷任务时。记录发生在自由活动期间。目的是确定记录环境(非结构化与结构化)和评估类型(直接与间接)对传感器变量与协调之间关系的影响。与协调的直接测量最相关的是来自结构化环境的六个传感器变量。协调能力较差与具有更高峰值幅度、更大方差和更不流畅的上肢运动有关。关联在两个手臂上都是一致的,即使结构化任务是单侧的。这一发现表明,可穿戴传感器可以与简单的结构化任务相结合,得出与运动协调相关的具有临床意义的变量。

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