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Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style
Despite an extensive literature on the stress process of caregiving, little attention has focused on how caregivers provide care (caregiving styles). To explore caregiving styles among 100 primary caregivers for persons living with dementia, we utilize k-modes machine learning analysis. This techniq...
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/PMC8679785/ http://dx.doi.org/10.1093/geroni/igab046.206 |
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author | Leggett, Amanda Koo, Hyungjung Connell, Cathleen Gitlin, Laura Kale, Helen |
author_facet | Leggett, Amanda Koo, Hyungjung Connell, Cathleen Gitlin, Laura Kale, Helen |
author_sort | Leggett, Amanda |
collection | PubMed |
description | Despite an extensive literature on the stress process of caregiving, little attention has focused on how caregivers provide care (caregiving styles). To explore caregiving styles among 100 primary caregivers for persons living with dementia, we utilize k-modes machine learning analysis. This technique clusters caregiver’s use of behavioral (Dementia Management Strategies Scale; criticism, active management, encouragement) and cognitive (Caregiver Readiness Scale; understanding, adaptability) approaches into style profiles. Three styles were identified: Managers (n=25; high use of criticism, moderate use of active management and encouragement, poor understanding and adaptability), Adapters (n=48; low use of criticism, high use of adaptive management and encouragement, good understanding and adaptability), and Avoiders (n=27; low use of all behavioral strategies, moderate adaptability and understanding). Styles differ by demographic and care characteristics. Findings suggest that caregivers have variable approaches to care that are measurable, thus, targeting/tailoring interventions to caregiver style could be an effective approach. |
format | Online Article Text |
id | pubmed-8679785 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86797852021-12-17 Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style Leggett, Amanda Koo, Hyungjung Connell, Cathleen Gitlin, Laura Kale, Helen Innov Aging Abstracts Despite an extensive literature on the stress process of caregiving, little attention has focused on how caregivers provide care (caregiving styles). To explore caregiving styles among 100 primary caregivers for persons living with dementia, we utilize k-modes machine learning analysis. This technique clusters caregiver’s use of behavioral (Dementia Management Strategies Scale; criticism, active management, encouragement) and cognitive (Caregiver Readiness Scale; understanding, adaptability) approaches into style profiles. Three styles were identified: Managers (n=25; high use of criticism, moderate use of active management and encouragement, poor understanding and adaptability), Adapters (n=48; low use of criticism, high use of adaptive management and encouragement, good understanding and adaptability), and Avoiders (n=27; low use of all behavioral strategies, moderate adaptability and understanding). Styles differ by demographic and care characteristics. Findings suggest that caregivers have variable approaches to care that are measurable, thus, targeting/tailoring interventions to caregiver style could be an effective approach. Oxford University Press 2021-12-17 /pmc/articles/PMC8679785/ http://dx.doi.org/10.1093/geroni/igab046.206 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 Leggett, Amanda Koo, Hyungjung Connell, Cathleen Gitlin, Laura Kale, Helen Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style |
title | Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style |
title_full | Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style |
title_fullStr | Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style |
title_full_unstemmed | Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style |
title_short | Cognitive-Behavioral Styles of Dementia Care Management: Targeting and Tailoring to Style |
title_sort | cognitive-behavioral styles of dementia care management: targeting and tailoring to style |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8679785/ http://dx.doi.org/10.1093/geroni/igab046.206 |
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