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Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing

Technological innovations are becoming commonplace in research among persons living with dementia (PLWD) and their caregivers. However, few studies attempt to validate technology’s ability to appropriately monitor functional assessment in dementia care research. Bringing together industry, academia,...

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Detalles Bibliográficos
Autores principales: Smith, Matthew, Ory, Marcia, Han, Gang, Wilson, Ashley, Foster, Zane, Fitch, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8679312/
http://dx.doi.org/10.1093/geroni/igab046.011
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author Smith, Matthew
Ory, Marcia
Han, Gang
Wilson, Ashley
Foster, Zane
Fitch, John
author_facet Smith, Matthew
Ory, Marcia
Han, Gang
Wilson, Ashley
Foster, Zane
Fitch, John
author_sort Smith, Matthew
collection PubMed
description Technological innovations are becoming commonplace in research among persons living with dementia (PLWD) and their caregivers. However, few studies attempt to validate technology’s ability to appropriately monitor functional assessment in dementia care research. Bringing together industry, academia, and health care, we demonstrate the feasibility of using a novel in-situ sensor system to continuously and accurately assess daily functions for PWLDs in home or assisted care settings. Phase1 revealed a high accuracy (~85%) of detecting and classifying ADLs between sensors and human loggers across 26 defined activities. Phase 2, which will target 140 PLWDs, has already demonstrated the value of such sensors in detecting safety concerns (e.g., no heat). Technology-driven research for PLWD and their caregivers have practical applications for assessing diverse forms of functional assessment and environmental conditions which can improve measurement precision over time and space and the ability to better tailor care plans for PLWDs and their caregivers.
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spelling pubmed-86793122021-12-17 Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing Smith, Matthew Ory, Marcia Han, Gang Wilson, Ashley Foster, Zane Fitch, John Innov Aging Abstracts Technological innovations are becoming commonplace in research among persons living with dementia (PLWD) and their caregivers. However, few studies attempt to validate technology’s ability to appropriately monitor functional assessment in dementia care research. Bringing together industry, academia, and health care, we demonstrate the feasibility of using a novel in-situ sensor system to continuously and accurately assess daily functions for PWLDs in home or assisted care settings. Phase1 revealed a high accuracy (~85%) of detecting and classifying ADLs between sensors and human loggers across 26 defined activities. Phase 2, which will target 140 PLWDs, has already demonstrated the value of such sensors in detecting safety concerns (e.g., no heat). Technology-driven research for PLWD and their caregivers have practical applications for assessing diverse forms of functional assessment and environmental conditions which can improve measurement precision over time and space and the ability to better tailor care plans for PLWDs and their caregivers. Oxford University Press 2021-12-17 /pmc/articles/PMC8679312/ http://dx.doi.org/10.1093/geroni/igab046.011 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Smith, Matthew
Ory, Marcia
Han, Gang
Wilson, Ashley
Foster, Zane
Fitch, John
Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing
title Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing
title_full Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing
title_fullStr Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing
title_full_unstemmed Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing
title_short Technology Innovations in Dementia Care: Improvements in Functional Assessments Through Background Sensing
title_sort technology innovations in dementia care: improvements in functional assessments through background sensing
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8679312/
http://dx.doi.org/10.1093/geroni/igab046.011
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