Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients

Abstract Background Deficits in gait and balance are common among neurological inpatients. Currently, assessment of these patients is mainly subjective. New assessment options using wearables may provide complementary and more objective information. Methods In this prospective cross-sectional feasib...

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Main Authors: Felix P. Bernhard, Jennifer Sartor, Kristina Bettecken, Markus A. Hobert, Carina Arnold, Yvonne G. Weber, Sven Poli, Nils G. Margraf, Christian Schlenstedt, Clint Hansen, Walter Maetzler
Format: Article
Language:English
Published: BMC 2018-08-01
Series:BMC Neurology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12883-018-1111-7
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spelling doaj-c1057cf53a6e46a7861290e9e6cfec412020-11-25T02:09:19ZengBMCBMC Neurology1471-23772018-08-011811810.1186/s12883-018-1111-7Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatientsFelix P. Bernhard0Jennifer Sartor1Kristina Bettecken2Markus A. Hobert3Carina Arnold4Yvonne G. Weber5Sven Poli6Nils G. Margraf7Christian Schlenstedt8Clint Hansen9Walter Maetzler10Department of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University TübingenDepartment of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University TübingenDepartment of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University TübingenDepartment of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University TübingenDepartment of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University TübingenDepartment of Neurology and Epileptology, University TübingenDepartment of Neurology & Stroke, University Hospital TübingenDepartment of Neurology, University Hospital Schleswig-Holstein, Campus KielDepartment of Neurology, University Hospital Schleswig-Holstein, Campus KielDepartment of Neurology, University Hospital Schleswig-Holstein, Campus KielDepartment of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University TübingenAbstract Background Deficits in gait and balance are common among neurological inpatients. Currently, assessment of these patients is mainly subjective. New assessment options using wearables may provide complementary and more objective information. Methods In this prospective cross-sectional feasibility study performed over a four-month period, all patients referred to a normal neurology ward of a university hospital and aged between 40 and 89 years were asked to participate. Gait and balance deficits were assessed with wearables at the ankles and the lower back. Frailty, sarcopenia, Parkinsonism, depression, quality of life, fall history, fear of falling, physical activity, and cognition were evaluated with questionnaires and surveys. Results Eighty-two percent (n = 384) of all eligible patients participated. Of those, 39% (n = 151) had no gait and balance deficit, 21% (n = 79) had gait deficits, 11% (n = 44) had balance deficits and 29% (n = 110) had gait and balance deficits. Parkinson’s disease, stroke, epilepsy, pain syndromes, and multiple sclerosis were the most common diseases. The assessment was well accepted. Conclusions Our study suggests that the use of wearables for the assessment of gait and balance features in a clinical setting is feasible. Moreover, preliminary results confirm previous epidemiological data about gait and balance deficits among neurological inpatients. Evaluation of neurological inpatients with novel wearable technology opens new opportunities for the assessment of predictive, progression and treatment response markers.http://link.springer.com/article/10.1186/s12883-018-1111-7AccelerometerInertial sensorPostural controlNeurological diseases
collection DOAJ
language English
format Article
sources DOAJ
author Felix P. Bernhard
Jennifer Sartor
Kristina Bettecken
Markus A. Hobert
Carina Arnold
Yvonne G. Weber
Sven Poli
Nils G. Margraf
Christian Schlenstedt
Clint Hansen
Walter Maetzler
spellingShingle Felix P. Bernhard
Jennifer Sartor
Kristina Bettecken
Markus A. Hobert
Carina Arnold
Yvonne G. Weber
Sven Poli
Nils G. Margraf
Christian Schlenstedt
Clint Hansen
Walter Maetzler
Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients
BMC Neurology
Accelerometer
Inertial sensor
Postural control
Neurological diseases
author_facet Felix P. Bernhard
Jennifer Sartor
Kristina Bettecken
Markus A. Hobert
Carina Arnold
Yvonne G. Weber
Sven Poli
Nils G. Margraf
Christian Schlenstedt
Clint Hansen
Walter Maetzler
author_sort Felix P. Bernhard
title Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients
title_short Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients
title_full Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients
title_fullStr Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients
title_full_unstemmed Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients
title_sort wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients
publisher BMC
series BMC Neurology
issn 1471-2377
publishDate 2018-08-01
description Abstract Background Deficits in gait and balance are common among neurological inpatients. Currently, assessment of these patients is mainly subjective. New assessment options using wearables may provide complementary and more objective information. Methods In this prospective cross-sectional feasibility study performed over a four-month period, all patients referred to a normal neurology ward of a university hospital and aged between 40 and 89 years were asked to participate. Gait and balance deficits were assessed with wearables at the ankles and the lower back. Frailty, sarcopenia, Parkinsonism, depression, quality of life, fall history, fear of falling, physical activity, and cognition were evaluated with questionnaires and surveys. Results Eighty-two percent (n = 384) of all eligible patients participated. Of those, 39% (n = 151) had no gait and balance deficit, 21% (n = 79) had gait deficits, 11% (n = 44) had balance deficits and 29% (n = 110) had gait and balance deficits. Parkinson’s disease, stroke, epilepsy, pain syndromes, and multiple sclerosis were the most common diseases. The assessment was well accepted. Conclusions Our study suggests that the use of wearables for the assessment of gait and balance features in a clinical setting is feasible. Moreover, preliminary results confirm previous epidemiological data about gait and balance deficits among neurological inpatients. Evaluation of neurological inpatients with novel wearable technology opens new opportunities for the assessment of predictive, progression and treatment response markers.
topic Accelerometer
Inertial sensor
Postural control
Neurological diseases
url http://link.springer.com/article/10.1186/s12883-018-1111-7
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