Bisi M C, Tamburini P, Stagni R
Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi", University of Bologna, Via del Risorgimento 2, 40136 Bologna, Italy.
Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi", University of Bologna, Via del Risorgimento 2, 40136 Bologna, Italy.
Gait Posture. 2019 Feb;68:232-237. doi: 10.1016/j.gaitpost.2018.11.036. Epub 2018 Nov 29.
When aiming at studying and monitoring locomotor development in childhood, innovative indexes for the characterization of motor control performance and wearable technologies have highlighted the potential of significant advances. In particular, quantitative assessment of motor performance during natural walking (NW) and tandem walking (TW) has been proposed to highlight manifestations of motor automaticity and complexity, respectively.
This work aims at providing a quantitative overview of metrics characterizing locomotor maturation in a typically developing population, by analysing NW and TW. The final goal is to propose a novel graphical representation of motor development from childhood to adulthood, providing metrics for quantitative assessment with reference bands and data-set, supporting data interpretation and longitudinal assessment.
112 typically developing participants (age groups: 6-, 7-, 8-, 9-, 10-, 15-, and 25 years) walked in NW and in TW at self-selected speed. 3D acceleration and angular velocity of lower trunk and shanks were collected. Temporal parameters, their variability, and nonlinear metrics characterizing human movement (harmonic ratio, short-term Lyapunov exponents, multiscale entropy, and recurrence quantification analysis) were calculated. Effect of age was analysed on the different parameters and a graphical polar plot was defined to represent parameters that showed age effect in at least one of the two tasks.
Age effect was shown on temporal parameters, their variability, multiscale entropy and recurrence quantification analysis. These parameters were selected for monitoring locomotor development and presented on an ad-hoc designed polar plot showing age-group reference bands.
Graphic results outline locomotor differences with maturation at first glance. The patterns in NW and TW allow to characterize specific aspects of locomotor maturation, to evaluate in which area changes occur and towards which direction, depending on the task. The novel database containing participants' raw collected data is made available as additional result of the present study.
在旨在研究和监测儿童期运动发育时,用于表征运动控制性能的创新指标和可穿戴技术已凸显出取得重大进展的潜力。特别是,有人提出对自然行走(NW)和串联行走(TW)过程中的运动表现进行定量评估,以分别突出运动自动性和复杂性的表现。
本研究旨在通过分析NW和TW,对表征典型发育人群运动成熟度的指标进行定量概述。最终目标是提出一种从儿童到成人运动发育的新颖图形表示法,提供带有参考带和数据集的定量评估指标,以支持数据解释和纵向评估。
112名典型发育参与者(年龄组:6岁、7岁、8岁、9岁、10岁、15岁和25岁)以自选速度进行NW和TW行走。收集下躯干和小腿的三维加速度和角速度。计算时间参数、其变异性以及表征人体运动的非线性指标(谐波比、短期李雅普诺夫指数、多尺度熵和递归定量分析)。分析年龄对不同参数的影响,并定义一个图形极坐标图来表示在两项任务中至少一项显示出年龄效应的参数。
年龄效应在时间参数、其变异性、多尺度熵和递归定量分析方面表现明显。这些参数被选用于监测运动发育,并呈现在一个专门设计的极坐标图上,该图显示了年龄组参考带。
图形结果一眼就能勾勒出运动与成熟度之间的差异。NW和TW中的模式有助于表征运动成熟度的特定方面,根据任务评估变化发生在哪个领域以及朝着哪个方向发展。作为本研究的额外成果,包含参与者原始收集数据的新数据库可供使用。