Shieh Wann-Yun, Ju Yan-Ying, Yu Yu-Chun, Lin Che-Kuan, Lin Yen-Tzu, Cheng Hsin-Yi Kathy
Department of Computer Science and Information Engineering, Chang Gung University, No. 259, Wen-Hwa 1st Road, Kwei-Shan, Tao-Yuan 333, Taiwan.
Department of Physical Medicine and Rehabilitation, Chang Gung Memorial Hospital, 5 Fu-Hsing Street, Kwei-Shan, Tao-Yuan 333, Taiwan.
Sensors (Basel). 2016 Jul 11;16(7):1066. doi: 10.3390/s16071066.
Most individuals with intellectual disabilities (ID) demonstrate problems in learning and movement coordination. Consequently, they usually have difficulties in activities such as standing, walking, and stair climbing. To monitor the physical impairments of these children, regular gross motor evaluation is crucial. Straight-line level walking is the most frequently used test of their mobility. However, numerous studies have found that unless the children have multiple disabilities, no significant differences can be found between the children with ID and typically-developed children in this test. Stair climbing presents more challenges than level walking because it is associated with numerous physical factors, including lower extremity strength, cardiopulmonary endurance, vision, balance, and fear of falling. Limited ability in those factors is one of the most vital markers for children with ID. In this paper, we propose a sensor-based approach for measuring stair-walking performance, both upstairs and downstairs, for adolescents with ID. Particularly, we address the problem of sensor calibration to ensure measurement accuracy. In total, 62 participants aged 15 to 21 years, namely 32 typically-developed (TD) adolescents, 20 adolescents with ID, and 10 adolescents with multiple disabilities (MD), participated. The experimental results showed that stair-walking is more sensitive than straight-line level walking in capturing gait characteristics for adolescents with ID.
大多数智力障碍(ID)患者在学习和运动协调方面存在问题。因此,他们在诸如站立、行走和爬楼梯等活动中通常会遇到困难。为了监测这些儿童的身体损伤情况,定期进行粗大运动评估至关重要。直线水平行走是最常用于评估他们运动能力的测试。然而,大量研究发现,除非儿童患有多种残疾,否则在这项测试中,智力障碍儿童与发育正常的儿童之间没有显著差异。爬楼梯比水平行走面临更多挑战,因为它涉及许多身体因素,包括下肢力量、心肺耐力、视力、平衡以及对跌倒的恐惧。这些因素能力有限是智力障碍儿童最重要的标志之一。在本文中,我们提出了一种基于传感器的方法来测量智力障碍青少年上下楼梯的行走表现。特别是,我们解决了传感器校准问题以确保测量准确性。共有62名年龄在15至21岁之间的参与者,即32名发育正常(TD)的青少年、20名智力障碍青少年和10名多重残疾(MD)青少年参与了研究。实验结果表明,在捕捉智力障碍青少年的步态特征方面,爬楼梯比直线水平行走更敏感。