在儿童和青少年中,时间学年龄和成熟状态与手握强度之间的线性和非线性关系
Marco Cossio-Bolaños1, Rubén Vidal-Espinoza2, Luis Felipe Castelli Correia de Campos3
1Departamento de Ciencias de la Actividad Física, Universidad Católica del Maule, Talca, Chile.
Frontiers in pediatrics
|September 15, 2025
概括
非线性模型比线性模型更好地预测学龄儿童的手握力 (HGS). 成熟状态,而不仅仅是年龄,更准确地描述了HGS变化,为目标干预提供了信息.
科学领域:
- 儿科健康 儿科健康
- 生物识别信息 生物识别信息
- 增长和发展 增长和发展
背景情况:
- 手握力 (HGS) 是儿童整体健康和身体能力的关键指标.
- 对于HGS的预测模型通常依赖于与年龄和成熟度的线性关系,这可能会限制准确性.
- 了解非线性动态对于在儿科患者群体中精确HGS评估至关重要.
研究的目的:
- 评估在6至16岁的学龄儿童中HGS非线性模型的预测准确度.
- 将非线性模型的性能与传统线性模型进行比较.
- 评估时间年龄与成熟状态在HGS预测中的相对重要性.
主要方法:
- 一项涉及1048名学童 (562名男生,482名女生) 的描述性,横截面研究.
- 人类测量测量 (体重,身高,BMI) 和HGS评估使用数字动力计.
- 通过使用摩尔的技术,通过峰值高度速度 (APHV) 的年龄估计的成熟状态.
主要成果:
- 与两性线性模型相比,非线性 (立方体) 模型显示出更高的解释能力和适合HGS.
- 非线性模型的确定系数 (R2) 在年龄和成熟度方面都比线性模型高1-4%.
- 立方模型显示出更好的标准误差估计 (SEE) 和较大的效果大小,表明在捕捉HGS变化方面更高的精度.
结论:
- 立方模型为儿童的年龄,成熟度和HGS之间的关系提供了更准确的匹配.
- 成熟状态比时间年龄更准确地预测HGS波动.
- 建议将非线性模型和成熟度状态纳入设计有效的特定阶段干预措施.
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