幼儿前滑步动作发展特征的函数型数据分析

    Functional Data Analysis of Characteristics in the Development of Galloping Performance

    • 摘要: 目的:采用定性与定量相结合方法,分析幼儿前滑步动作发展特征,探讨函数型数据分析技术在幼儿前滑步研究中的应用效果。方法:选取16名北京市某幼儿园3.5岁幼儿进行两年跟踪测试。基于动作发展序列理论定性评价幼儿前滑步动作;采用函数型数据分析提取不同发展阶段幼儿下肢运动学特征。结果:1)3.5~5.5岁幼儿前滑步下肢动作发展序列可以分为3个阶段,相同年龄段幼儿前滑步动作发展水平不同;2)引导腿髋关节角度主元二、引导腿膝关节角度主元一及跟随腿髋关节角度主元一可以作为前滑步动作阶段划分的敏感指标。结论:1)年龄不是幼儿前滑步发展的唯一基准,相同生理年龄幼儿动作特征不尽相同;2)本研究采用函数型数据分析方法得到区分幼儿前滑步发展阶段敏感指标,今后可以作为定量评价幼儿前滑步发展水平的新型技术手段。

       

      Abstract: Object:This research analyzed the characteristics in the development of preschoolers galloping performance by qualitative and quantitative methods,and discussed the application effect of functional data analysis in the study of preschoolers galloping.Method:16 preschoolers aged 3.5 from a kindergarten in Beijing were selected for a two years follow-up test.Qualitative evaluation of preschoolers' galloping movement based on motion development sequence theory.Using functional data analysis to extract the kinematic characteristics of lower limbs in preschoolers at different stages of development.Results:1) 3.5 to 5.5 years old preschoolers' developmental sequence for leg action in galloping can be divided into 3 stages,and preschoolers of the same age in different developmental stages;2) sensitive indicators for different stages of galloping are second functional principal component for leading leg hip joint,first functional principal component for leading leg knee joint,and first functional principal component for tracking leg hip joint.Conclusion:1) Galloping movement development is not age-determined,and preschoolers of the same age have different developmental characteristics;2) this study obtains the sensitive indicators for different stages of galloping through functional data analysis,and supports the application of functional data analysis techniques in galloping movement development in the future.

       

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