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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...

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Autores principales: Dreyer, Jan, Bergmann, Johannes-Michael, Koehler, Kerstin, Hochgraeber, Iris, Pinkert, Christiane, Roes, Martina, Holle, Bernhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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.
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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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