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A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury

For safe application of exoskeletons in people with spinal cord injury at home or in the community, it is required to have completed an exoskeleton training in which users learn to perform basic and advanced skills. So far, a framework to test exoskeleton skills is lacking. The aim of this study was...

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Autores principales: van Dijsseldonk, Rosanne B., Rijken, Hennie, van Nes, Ilse J. W., van de Meent, Henk, Keijsers, Noel L. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5732998/
https://www.ncbi.nlm.nih.gov/pubmed/29311780
http://dx.doi.org/10.3389/fnins.2017.00699
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author van Dijsseldonk, Rosanne B.
Rijken, Hennie
van Nes, Ilse J. W.
van de Meent, Henk
Keijsers, Noel L. W.
author_facet van Dijsseldonk, Rosanne B.
Rijken, Hennie
van Nes, Ilse J. W.
van de Meent, Henk
Keijsers, Noel L. W.
author_sort van Dijsseldonk, Rosanne B.
collection PubMed
description For safe application of exoskeletons in people with spinal cord injury at home or in the community, it is required to have completed an exoskeleton training in which users learn to perform basic and advanced skills. So far, a framework to test exoskeleton skills is lacking. The aim of this study was to develop and test the hierarchy and reliability of a framework for measuring the progress in the ability to perform basic and advanced skills. Twelve participants with paraplegia were given twenty-four training sessions in 8 weeks with the Rewalk-exoskeleton. During the 2nd, 4th, and 6th training week the Intermediate-skills-test was performed consisting of 27 skills, measured in an hierarchical order of difficulty, until two skills were not achieved. When participants could walk independently, the Final-skills-test, consisting of 20 skills, was performed in the last training session. Each skill was performed at least two times with a maximum of three attempts. As a reliability measure the consistency was used, which was the number of skills performed the same in the first two attempts relative to the total number. Ten participants completed the training program. Their number of achieved intermediate skills was significantly different between the measurements X(F)(2)(2) = 12.36, p = 0.001. Post-hoc analysis revealed a significant increase in the median achieved intermediate skills from 4 [1–7] at the first to 10.5 [5–26] at the third Intermediate-skills-test. The rate of participants who achieved the intermediate skills decreased and the coefficient of reproducibility was 0.98. Eight participants met the criteria to perform the Final-skills-test. Their median number of successfully performed final skills was 16.5 [13–20] and 17 [14–19] skills in the first and second time. The overall consistency of >70% was achieved in the Intermediate-skills-test (73%) and the Final-skills-test (81%). Eight out of twelve participants experienced skin damage during the training, in four participants this resulted in missed training sessions. The framework proposed in this study measured the progress in performing basic and advanced exoskeleton skills during a training program. The hierarchical ordered skills-test could discriminate across participants' skill-level and the overall consistency was considered acceptable.
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spelling pubmed-57329982018-01-08 A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury van Dijsseldonk, Rosanne B. Rijken, Hennie van Nes, Ilse J. W. van de Meent, Henk Keijsers, Noel L. W. Front Neurosci Neuroscience For safe application of exoskeletons in people with spinal cord injury at home or in the community, it is required to have completed an exoskeleton training in which users learn to perform basic and advanced skills. So far, a framework to test exoskeleton skills is lacking. The aim of this study was to develop and test the hierarchy and reliability of a framework for measuring the progress in the ability to perform basic and advanced skills. Twelve participants with paraplegia were given twenty-four training sessions in 8 weeks with the Rewalk-exoskeleton. During the 2nd, 4th, and 6th training week the Intermediate-skills-test was performed consisting of 27 skills, measured in an hierarchical order of difficulty, until two skills were not achieved. When participants could walk independently, the Final-skills-test, consisting of 20 skills, was performed in the last training session. Each skill was performed at least two times with a maximum of three attempts. As a reliability measure the consistency was used, which was the number of skills performed the same in the first two attempts relative to the total number. Ten participants completed the training program. Their number of achieved intermediate skills was significantly different between the measurements X(F)(2)(2) = 12.36, p = 0.001. Post-hoc analysis revealed a significant increase in the median achieved intermediate skills from 4 [1–7] at the first to 10.5 [5–26] at the third Intermediate-skills-test. The rate of participants who achieved the intermediate skills decreased and the coefficient of reproducibility was 0.98. Eight participants met the criteria to perform the Final-skills-test. Their median number of successfully performed final skills was 16.5 [13–20] and 17 [14–19] skills in the first and second time. The overall consistency of >70% was achieved in the Intermediate-skills-test (73%) and the Final-skills-test (81%). Eight out of twelve participants experienced skin damage during the training, in four participants this resulted in missed training sessions. The framework proposed in this study measured the progress in performing basic and advanced exoskeleton skills during a training program. The hierarchical ordered skills-test could discriminate across participants' skill-level and the overall consistency was considered acceptable. Frontiers Media S.A. 2017-12-12 /pmc/articles/PMC5732998/ /pubmed/29311780 http://dx.doi.org/10.3389/fnins.2017.00699 Text en Copyright © 2017 van Dijsseldonk, Rijken, van Nes, van de Meent and Keijsers. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
van Dijsseldonk, Rosanne B.
Rijken, Hennie
van Nes, Ilse J. W.
van de Meent, Henk
Keijsers, Noel L. W.
A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury
title A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury
title_full A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury
title_fullStr A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury
title_full_unstemmed A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury
title_short A Framework for Measuring the Progress in Exoskeleton Skills in People with Complete Spinal Cord Injury
title_sort framework for measuring the progress in exoskeleton skills in people with complete spinal cord injury
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5732998/
https://www.ncbi.nlm.nih.gov/pubmed/29311780
http://dx.doi.org/10.3389/fnins.2017.00699
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