Graduate School of Maebashi Institute of Technology Maebashi 371-0816 Japan.
Gunma Industrial Technology Center Maebashi 379-2147 Japan.
IEEE J Transl Eng Health Med. 2023 Jul 10;11:460-468. doi: 10.1109/JTEHM.2023.3294062. eCollection 2023.
It is important to improve caregiving skills to help reduce the strain on inexperienced caregivers. Previous studies on quantifying caregiving skills have predominantly relied on expensive equipment, such as motion-capture systems with multiple infrared cameras or acceleration sensors. To overcome the cost and space limitations of existing systems, we developed a simple evaluation system for transfer care skills that uses capacitive sensors composed of conductive embroidery fibers. The proposed system can be developed with a few thousand US dollars.
The developed evaluation system was used to compare the seating position and velocity of a care recipient during transfers from a nursing-care bed to a wheelchair between groups of inexperienced and expert caregivers. To validate the proposed system, we compare the motion data measured by our system and the data obtained from a conventional three-dimensional motion-capture system and force plate.
We analyze the relationship between changes in the center of pressure (CoP) recorded by the force plate and the center of gravity (CoG) obtained by the developed system. Evidently, the changes in CoP have a relation with the CoG. We show that the actual seating speed ([Formula: see text] measured by the motion-capture system is related to the speed coefficient calculated from our sensor output. A significant difference exists in [Formula: see text] between the inexperienced group and the physical therapists/occupational therapists' group.
The proposed system can effectively estimate a caregiver's skill level in transferring patients from a bed to a wheelchair in terms of the seating position and velocity.
提高护理技能对于减轻缺乏经验的护理人员的压力至关重要。以前对护理技能进行量化的研究主要依赖于昂贵的设备,如带有多个红外摄像机或加速度传感器的运动捕捉系统。为了克服现有系统的成本和空间限制,我们开发了一种使用由导电刺绣纤维组成的电容传感器的简单转移护理技能评估系统。该系统的开发成本仅需几千美元。
使用开发的评估系统比较了经验不足和经验丰富的护理人员在将护理对象从护理床转移到轮椅时的坐姿位置和速度。为了验证所提出的系统,我们将我们的系统测量的运动数据与传统的三维运动捕捉系统和力板获得的数据进行了比较。
我们分析了力板记录的压力中心 (CoP) 的变化与开发系统获得的重心 (CoG) 之间的关系。显然,CoP 的变化与 CoG 有关。我们表明,运动捕捉系统测量的实际坐姿速度 ([Formula: see text]) 与从我们的传感器输出计算得出的速度系数有关。在[Formula: see text]方面,经验不足组和物理治疗师/职业治疗师组之间存在显著差异。
该系统可以有效地根据坐姿位置和速度来评估护理人员从床上转移患者到轮椅的技能水平。