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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,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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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. |
format | Online Article Text |
id | pubmed-8679312 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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