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Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor

Objective: 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...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10561748/
https://www.ncbi.nlm.nih.gov/pubmed/37817824
http://dx.doi.org/10.1109/JTEHM.2023.3294062
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collection PubMed
description Objective: 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. Method: 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. Results: 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. Conclusions: 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.
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spelling pubmed-105617482023-10-10 Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor IEEE J Transl Eng Health Med Article Objective: 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. Method: 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. Results: 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. Conclusions: 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. IEEE 2023-07-10 /pmc/articles/PMC10561748/ /pubmed/37817824 http://dx.doi.org/10.1109/JTEHM.2023.3294062 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor
title Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor
title_full Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor
title_fullStr Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor
title_full_unstemmed Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor
title_short Development of an Evaluation System for Transfer Care Skills Using Embroidered Body Pressure and Proximity Sensor
title_sort development of an evaluation system for transfer care skills using embroidered body pressure and proximity sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10561748/
https://www.ncbi.nlm.nih.gov/pubmed/37817824
http://dx.doi.org/10.1109/JTEHM.2023.3294062
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