Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.

<h4>Background</h4>Postural instability and gait disability threaten the independence and well-being of people with Parkinson's disease and increase the risk of falls and fall-related injuries. Prospective research has shown that commonly-used clinical assessments of balance and wal...

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Main Authors: Ryan P Hubble, Geraldine A Naughton, Peter A Silburn, Michael H Cole
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0123705
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spelling doaj-692cb6a681ec4d20a87d414fe7c653d12021-03-04T08:18:30ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-01104e012370510.1371/journal.pone.0123705Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.Ryan P HubbleGeraldine A NaughtonPeter A SilburnMichael H Cole<h4>Background</h4>Postural instability and gait disability threaten the independence and well-being of people with Parkinson's disease and increase the risk of falls and fall-related injuries. Prospective research has shown that commonly-used clinical assessments of balance and walking lack the sensitivity to accurately and consistently identify those people with Parkinson's disease who are at a higher risk of falling. Wearable sensors provide a portable and affordable alternative for researchers and clinicians who are seeking to objectively assess movements and falls risk in the clinical setting. However, no consensus currently exists on the optimal placements for sensors and the best outcome measures to use for assessing standing balance and walking stability in Parkinson's disease patients. Hence, this systematic review aimed to examine the available literature to establish the best sensor types, locations and outcomes to assess standing balance and walking stability in this population.<h4>Methods</h4>Papers listed in three electronic databases were searched by title and abstract to identify articles measuring standing balance or walking stability with any kind of wearable sensor among adults diagnosed with PD. To be eligible for inclusion, papers were required to be full-text articles published in English between January 1994 and December 2014 that assessed measures of standing balance or walking stability with wearable sensors in people with PD. Articles were excluded if they; i) did not use any form of wearable sensor to measure variables associated with standing balance or walking stability; ii) did not include a control group or control condition; iii) were an abstract and/or included in the proceedings of a conference; or iv) were a review article or case study. The targeted search of the three electronic databases identified 340 articles that were potentially eligible for inclusion, but following title, abstract and full-text review only 26 articles were deemed to meet the inclusion criteria. Included articles were assessed for methodological quality and relevant data from the papers were extracted and synthesized.<h4>Results</h4>Quality assessment of these included articles indicated that 31% were of low methodological quality, while 58% were of moderate methodological quality and 11% were of high methodological quality. All studies adopted a cross-sectional design and used a variety of sensor types and outcome measures to assess standing balance or walking stability in people with Parkinson's disease. Despite the typically low to moderate methodological quality, 81% of the studies reported differences in sensor-based measures of standing balance or walking stability between different groups of Parkinson's disease patients and/or healthy controls.<h4>Conclusion</h4>These data support the use of wearable sensors for detecting differences in standing balance and walking stability between people with PD and controls. Further high-quality research is needed to better understand the utility of wearable sensors for the early identification of Parkinson's disease symptoms and for assessing falls risk in this population.<h4>Prospero registration</h4>CRD42014010838.https://doi.org/10.1371/journal.pone.0123705
collection DOAJ
language English
format Article
sources DOAJ
author Ryan P Hubble
Geraldine A Naughton
Peter A Silburn
Michael H Cole
spellingShingle Ryan P Hubble
Geraldine A Naughton
Peter A Silburn
Michael H Cole
Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.
PLoS ONE
author_facet Ryan P Hubble
Geraldine A Naughton
Peter A Silburn
Michael H Cole
author_sort Ryan P Hubble
title Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.
title_short Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.
title_full Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.
title_fullStr Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.
title_full_unstemmed Wearable sensor use for assessing standing balance and walking stability in people with Parkinson's disease: a systematic review.
title_sort wearable sensor use for assessing standing balance and walking stability in people with parkinson's disease: a systematic review.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2015-01-01
description <h4>Background</h4>Postural instability and gait disability threaten the independence and well-being of people with Parkinson's disease and increase the risk of falls and fall-related injuries. Prospective research has shown that commonly-used clinical assessments of balance and walking lack the sensitivity to accurately and consistently identify those people with Parkinson's disease who are at a higher risk of falling. Wearable sensors provide a portable and affordable alternative for researchers and clinicians who are seeking to objectively assess movements and falls risk in the clinical setting. However, no consensus currently exists on the optimal placements for sensors and the best outcome measures to use for assessing standing balance and walking stability in Parkinson's disease patients. Hence, this systematic review aimed to examine the available literature to establish the best sensor types, locations and outcomes to assess standing balance and walking stability in this population.<h4>Methods</h4>Papers listed in three electronic databases were searched by title and abstract to identify articles measuring standing balance or walking stability with any kind of wearable sensor among adults diagnosed with PD. To be eligible for inclusion, papers were required to be full-text articles published in English between January 1994 and December 2014 that assessed measures of standing balance or walking stability with wearable sensors in people with PD. Articles were excluded if they; i) did not use any form of wearable sensor to measure variables associated with standing balance or walking stability; ii) did not include a control group or control condition; iii) were an abstract and/or included in the proceedings of a conference; or iv) were a review article or case study. The targeted search of the three electronic databases identified 340 articles that were potentially eligible for inclusion, but following title, abstract and full-text review only 26 articles were deemed to meet the inclusion criteria. Included articles were assessed for methodological quality and relevant data from the papers were extracted and synthesized.<h4>Results</h4>Quality assessment of these included articles indicated that 31% were of low methodological quality, while 58% were of moderate methodological quality and 11% were of high methodological quality. All studies adopted a cross-sectional design and used a variety of sensor types and outcome measures to assess standing balance or walking stability in people with Parkinson's disease. Despite the typically low to moderate methodological quality, 81% of the studies reported differences in sensor-based measures of standing balance or walking stability between different groups of Parkinson's disease patients and/or healthy controls.<h4>Conclusion</h4>These data support the use of wearable sensors for detecting differences in standing balance and walking stability between people with PD and controls. Further high-quality research is needed to better understand the utility of wearable sensors for the early identification of Parkinson's disease symptoms and for assessing falls risk in this population.<h4>Prospero registration</h4>CRD42014010838.
url https://doi.org/10.1371/journal.pone.0123705
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