Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783624009589456896 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7742528 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT xiebo artificialintelligenceforadrdcaregiversasystematicliteraturereview AT taocui artificialintelligenceforadrdcaregiversasystematicliteraturereview AT lijuan artificialintelligenceforadrdcaregiversasystematicliteraturereview AT hilsabeckrobin artificialintelligenceforadrdcaregiversasystematicliteraturereview AT aguirrealyssa artificialintelligenceforadrdcaregiversasystematicliteraturereview |