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Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review

Artificial intelligence (AI) may improve the care for persons with Alzheimer’s disease and related dementias (ADRD) and caregivers’ quality of life. To examine existing research on this topic, we searched 5 publication databases using keywords related to Alzheimer’s, dementia, caregiver, and artific...

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Detalles Bibliográficos
Autores principales: Xie, Bo, Tao, Cui, Li, Juan, Hilsabeck, Robin, Aguirre, Alyssa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7742528/
http://dx.doi.org/10.1093/geroni/igaa057.2804
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author Xie, Bo
Tao, Cui
Li, Juan
Hilsabeck, Robin
Aguirre, Alyssa
author_facet Xie, Bo
Tao, Cui
Li, Juan
Hilsabeck, Robin
Aguirre, Alyssa
author_sort Xie, Bo
collection PubMed
description Artificial intelligence (AI) may improve the care for persons with Alzheimer’s disease and related dementias (ADRD) and caregivers’ quality of life. To examine existing research on this topic, we searched 5 publication databases using keywords related to Alzheimer’s, dementia, caregiver, and artificial intelligence, and found 113 relevant results. We then screened the titles, abstracts, and full texts, and excluded studies not including family caregivers, not involving providing information to users, screening/diagnosis of dementia, caregiver anxiety/burnout, or lacking empirical data. Thirty results remained. These studies included technologies such as robots to facilitate social engagement and assist with daily activities. Most were qualitative or cross-sectional with small samples. These studies generally reported positive outcomes in favor of AI tools but levels of evidence were low. These findings suggest the need for systematic designs that can generate high levels of evidence for the feasibility and efficacy of AI-based interventions for ADRD caregivers.
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spelling pubmed-77425282020-12-21 Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review Xie, Bo Tao, Cui Li, Juan Hilsabeck, Robin Aguirre, Alyssa Innov Aging Abstracts Artificial intelligence (AI) may improve the care for persons with Alzheimer’s disease and related dementias (ADRD) and caregivers’ quality of life. To examine existing research on this topic, we searched 5 publication databases using keywords related to Alzheimer’s, dementia, caregiver, and artificial intelligence, and found 113 relevant results. We then screened the titles, abstracts, and full texts, and excluded studies not including family caregivers, not involving providing information to users, screening/diagnosis of dementia, caregiver anxiety/burnout, or lacking empirical data. Thirty results remained. These studies included technologies such as robots to facilitate social engagement and assist with daily activities. Most were qualitative or cross-sectional with small samples. These studies generally reported positive outcomes in favor of AI tools but levels of evidence were low. These findings suggest the need for systematic designs that can generate high levels of evidence for the feasibility and efficacy of AI-based interventions for ADRD caregivers. Oxford University Press 2020-12-16 /pmc/articles/PMC7742528/ http://dx.doi.org/10.1093/geroni/igaa057.2804 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of The Gerontological Society of America. http://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/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Xie, Bo
Tao, Cui
Li, Juan
Hilsabeck, Robin
Aguirre, Alyssa
Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review
title Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review
title_full Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review
title_fullStr Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review
title_full_unstemmed Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review
title_short Artificial Intelligence for ADRD Caregivers: A Systematic Literature Review
title_sort artificial intelligence for adrd caregivers: a systematic literature review
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7742528/
http://dx.doi.org/10.1093/geroni/igaa057.2804
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