Department of Sports Science and Physical Education, The Chinese University of Hong Kong, Hong Kong, China
Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China.
BMJ Open. 2022 Aug 26;12(8):e060448. doi: 10.1136/bmjopen-2021-060448.
Research has shown that having adequate quantity and quality of physical activity can contribute to the health and well-being of children. Nonetheless, existing tools to measure these constructs in children have limitations in terms of their objectivity and scalability. In this study, we provide criterion validity evidence of two systems built on commercially available sensors (ie, gyroscopes and infrared cameras), designed to measure children's moderate-to-vigorous physical activity and fundamental movement skill proficiencies.
Cross-sectional.
Primary schools in Hong Kong.
Data from 30 (age=8.55±1.25 years) and 1174 (age=9.15±1.63 years) children were included for the validation of physical activity and fundamental movement skills measures, respectively. Children's outcomes were simultaneously measured using the developed systems and existing, well-established measures (accelerometers and expert ratings).
We found a strong correlation between physical activity outcomes measured using our developed system and accelerometers (Pearson r=0.795). Motor skill proficiency scored using our real-time rating system had strong agreement with expert ratings (percentage agreement=84%-94%, kappa=0.661 to 0.859).
Results of the current study supported the application of the respective systems in physical education and large-scale research studies. Collection of such data at mass levels could help researchers depict the complex relation between children's quantity and quality of physical activity.
研究表明,有足够数量和质量的身体活动可以促进儿童的健康和福祉。尽管如此,现有的用于衡量这些结构的工具在客观性和可扩展性方面存在局限性。在这项研究中,我们提供了两个基于商业可用传感器(即陀螺仪和红外摄像机)构建的系统的效标效度证据,这些系统旨在衡量儿童的中等到剧烈的身体活动和基本运动技能熟练程度。
横断面研究。
香港的小学。
分别有 30 名(年龄=8.55±1.25 岁)和 1174 名(年龄=9.15±1.63 岁)儿童的数据用于验证身体活动和基本运动技能的测量。使用开发的系统和现有的、成熟的测量方法(加速度计和专家评分)同时测量儿童的结果。
我们发现,使用我们开发的系统测量的身体活动结果与加速度计之间存在很强的相关性(皮尔逊 r=0.795)。使用我们的实时评分系统评分的运动技能熟练程度与专家评分具有很强的一致性(百分比一致=84%-94%,kappa=0.661 到 0.859)。
本研究的结果支持在体育教育和大规模研究中应用各自的系统。在大规模水平上收集这些数据可以帮助研究人员描绘儿童身体活动的数量和质量之间的复杂关系。