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USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS
Most persons with dementia live at home and are cared for by family carers and professional carers. Together, they form care arrangements to address the needs of persons with dementia. The aim of this study is to (1) uncover the underlying structures of home-based care arrangements for persons livin...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9770610/ http://dx.doi.org/10.1093/geroni/igac059.703 |
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author | Dreyer, Jan Bergmann, Johannes-Michael Koehler, Kerstin Hochgraeber, Iris Pinkert, Christiane Roes, Martina Holle, Bernhard |
author_facet | Dreyer, Jan Bergmann, Johannes-Michael Koehler, Kerstin Hochgraeber, Iris Pinkert, Christiane Roes, Martina Holle, Bernhard |
author_sort | Dreyer, Jan |
collection | PubMed |
description | Most persons with dementia live at home and are cared for by family carers and professional carers. Together, they form care arrangements to address the needs of persons with dementia. The aim of this study is to (1) uncover the underlying structures of home-based care arrangements for persons living with dementia, (2) construct types of these care arrangements, and (3) compare these types with regard to their stability. In this secondary analysis, data from 320 care arrangements for persons with dementia are analysed using multiple correspondence analysis and hierarchical cluster analysis. The multiple correspondence analysis identified 27 axis that explained the entire variance between all care arrangements. The subsequent cluster analysis identified four types of care arrangements. Two types included spouse-centred care arrangements, and two types included child-centred care arrangements at different phases of the dementia and care trajectory. The types differ with regard to their stability. |
format | Online Article Text |
id | pubmed-9770610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-97706102022-12-22 USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS Dreyer, Jan Bergmann, Johannes-Michael Koehler, Kerstin Hochgraeber, Iris Pinkert, Christiane Roes, Martina Holle, Bernhard Innov Aging Abstracts Most persons with dementia live at home and are cared for by family carers and professional carers. Together, they form care arrangements to address the needs of persons with dementia. The aim of this study is to (1) uncover the underlying structures of home-based care arrangements for persons living with dementia, (2) construct types of these care arrangements, and (3) compare these types with regard to their stability. In this secondary analysis, data from 320 care arrangements for persons with dementia are analysed using multiple correspondence analysis and hierarchical cluster analysis. The multiple correspondence analysis identified 27 axis that explained the entire variance between all care arrangements. The subsequent cluster analysis identified four types of care arrangements. Two types included spouse-centred care arrangements, and two types included child-centred care arrangements at different phases of the dementia and care trajectory. The types differ with regard to their stability. Oxford University Press 2022-12-20 /pmc/articles/PMC9770610/ http://dx.doi.org/10.1093/geroni/igac059.703 Text en © The Author(s) 2022. 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 (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 Dreyer, Jan Bergmann, Johannes-Michael Koehler, Kerstin Hochgraeber, Iris Pinkert, Christiane Roes, Martina Holle, Bernhard USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS |
title | USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS |
title_full | USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS |
title_fullStr | USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS |
title_full_unstemmed | USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS |
title_short | USING MULTICORRESPONDENCE ANALYSES AND CLUSTER ANALYSIS TO CONSTRUCT TYPES OF CARE ARRANGEMENTS |
title_sort | using multicorrespondence analyses and cluster analysis to construct types of care arrangements |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9770610/ http://dx.doi.org/10.1093/geroni/igac059.703 |
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