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Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease
BACKGROUND: Remote health monitoring with wearable sensor technology may positively impact patient self-management and clinical care. In individuals with complex health conditions, multi-sensor wear may yield meaningful information about health-related behaviors. Despite available technology, feasib...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548705/ https://www.ncbi.nlm.nih.gov/pubmed/34705114 http://dx.doi.org/10.1007/s00415-021-10831-z |
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author | Godkin, F. Elizabeth Turner, Erin Demnati, Youness Vert, Adam Roberts, Angela Swartz, Richard H. McLaughlin, Paula M. Weber, Kyle S. Thai, Vanessa Beyer, Kit B. Cornish, Benjamin Abrahao, Agessandro Black, Sandra E. Masellis, Mario Zinman, Lorne Beaton, Derek Binns, Malcolm A. Chau, Vivian Kwan, Donna Lim, Andrew Munoz, Douglas P. Strother, Stephen C. Sunderland, Kelly M. Tan, Brian McIlroy, William E. Van Ooteghem, Karen |
author_facet | Godkin, F. Elizabeth Turner, Erin Demnati, Youness Vert, Adam Roberts, Angela Swartz, Richard H. McLaughlin, Paula M. Weber, Kyle S. Thai, Vanessa Beyer, Kit B. Cornish, Benjamin Abrahao, Agessandro Black, Sandra E. Masellis, Mario Zinman, Lorne Beaton, Derek Binns, Malcolm A. Chau, Vivian Kwan, Donna Lim, Andrew Munoz, Douglas P. Strother, Stephen C. Sunderland, Kelly M. Tan, Brian McIlroy, William E. Van Ooteghem, Karen |
author_sort | Godkin, F. Elizabeth |
collection | PubMed |
description | BACKGROUND: Remote health monitoring with wearable sensor technology may positively impact patient self-management and clinical care. In individuals with complex health conditions, multi-sensor wear may yield meaningful information about health-related behaviors. Despite available technology, feasibility of device-wearing in daily life has received little attention in persons with physical or cognitive limitations. This mixed methods study assessed the feasibility of continuous, multi-sensor wear in persons with cerebrovascular (CVD) or neurodegenerative disease (NDD). METHODS: Thirty-nine participants with CVD, Alzheimer’s disease/amnestic mild cognitive impairment, frontotemporal dementia, Parkinson’s disease, or amyotrophic lateral sclerosis (median age 68 (45–83) years, 36% female) wore five devices (bilateral ankles and wrists, chest) continuously for a 7-day period. Adherence to device wearing was quantified by examining volume and pattern of device removal (non-wear). A thematic analysis of semi-structured de-brief interviews with participants and study partners was used to examine user acceptance. RESULTS: Adherence to multi-sensor wear, defined as a minimum of three devices worn concurrently, was high (median 98.2% of the study period). Non-wear rates were low across all sensor locations (median 17–22 min/day), with significant differences between some locations (p = 0.006). Multi-sensor non-wear was higher for daytime versus nighttime wear (p < 0.001) and there was a small but significant increase in non-wear over the collection period (p = 0.04). Feedback from de-brief interviews suggested that multi-sensor wear was generally well accepted by both participants and study partners. CONCLUSION: A continuous, multi-sensor remote health monitoring approach is feasible in a cohort of persons with CVD or NDD. |
format | Online Article Text |
id | pubmed-8548705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-85487052021-10-27 Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease Godkin, F. Elizabeth Turner, Erin Demnati, Youness Vert, Adam Roberts, Angela Swartz, Richard H. McLaughlin, Paula M. Weber, Kyle S. Thai, Vanessa Beyer, Kit B. Cornish, Benjamin Abrahao, Agessandro Black, Sandra E. Masellis, Mario Zinman, Lorne Beaton, Derek Binns, Malcolm A. Chau, Vivian Kwan, Donna Lim, Andrew Munoz, Douglas P. Strother, Stephen C. Sunderland, Kelly M. Tan, Brian McIlroy, William E. Van Ooteghem, Karen J Neurol Original Communication BACKGROUND: Remote health monitoring with wearable sensor technology may positively impact patient self-management and clinical care. In individuals with complex health conditions, multi-sensor wear may yield meaningful information about health-related behaviors. Despite available technology, feasibility of device-wearing in daily life has received little attention in persons with physical or cognitive limitations. This mixed methods study assessed the feasibility of continuous, multi-sensor wear in persons with cerebrovascular (CVD) or neurodegenerative disease (NDD). METHODS: Thirty-nine participants with CVD, Alzheimer’s disease/amnestic mild cognitive impairment, frontotemporal dementia, Parkinson’s disease, or amyotrophic lateral sclerosis (median age 68 (45–83) years, 36% female) wore five devices (bilateral ankles and wrists, chest) continuously for a 7-day period. Adherence to device wearing was quantified by examining volume and pattern of device removal (non-wear). A thematic analysis of semi-structured de-brief interviews with participants and study partners was used to examine user acceptance. RESULTS: Adherence to multi-sensor wear, defined as a minimum of three devices worn concurrently, was high (median 98.2% of the study period). Non-wear rates were low across all sensor locations (median 17–22 min/day), with significant differences between some locations (p = 0.006). Multi-sensor non-wear was higher for daytime versus nighttime wear (p < 0.001) and there was a small but significant increase in non-wear over the collection period (p = 0.04). Feedback from de-brief interviews suggested that multi-sensor wear was generally well accepted by both participants and study partners. CONCLUSION: A continuous, multi-sensor remote health monitoring approach is feasible in a cohort of persons with CVD or NDD. Springer Berlin Heidelberg 2021-10-27 2022 /pmc/articles/PMC8548705/ /pubmed/34705114 http://dx.doi.org/10.1007/s00415-021-10831-z Text en © Crown 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Communication Godkin, F. Elizabeth Turner, Erin Demnati, Youness Vert, Adam Roberts, Angela Swartz, Richard H. McLaughlin, Paula M. Weber, Kyle S. Thai, Vanessa Beyer, Kit B. Cornish, Benjamin Abrahao, Agessandro Black, Sandra E. Masellis, Mario Zinman, Lorne Beaton, Derek Binns, Malcolm A. Chau, Vivian Kwan, Donna Lim, Andrew Munoz, Douglas P. Strother, Stephen C. Sunderland, Kelly M. Tan, Brian McIlroy, William E. Van Ooteghem, Karen Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease |
title | Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease |
title_full | Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease |
title_fullStr | Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease |
title_full_unstemmed | Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease |
title_short | Feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease |
title_sort | feasibility of a continuous, multi-sensor remote health monitoring approach in persons living with neurodegenerative disease |
topic | Original Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548705/ https://www.ncbi.nlm.nih.gov/pubmed/34705114 http://dx.doi.org/10.1007/s00415-021-10831-z |
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