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Modelling social care provision in an agent-based framework with kinship networks

Current demographic trends in the UK include a fast-growing elderly population and dropping birth rates, and demand for social care among the aged is rising. The UK depends on informal social care—family members or friends providing care—for some 50% of care provision. However, lower birth rates and...

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Detalles Bibliográficos
Autores principales: Gostoli, Umberto, Silverman, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6689582/
https://www.ncbi.nlm.nih.gov/pubmed/31417710
http://dx.doi.org/10.1098/rsos.190029
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author Gostoli, Umberto
Silverman, Eric
author_facet Gostoli, Umberto
Silverman, Eric
author_sort Gostoli, Umberto
collection PubMed
description Current demographic trends in the UK include a fast-growing elderly population and dropping birth rates, and demand for social care among the aged is rising. The UK depends on informal social care—family members or friends providing care—for some 50% of care provision. However, lower birth rates and a greying population mean that care availability is becoming a significant problem, causing concern among policy-makers that substantial public investment in formal care will be required in decades to come. In this paper, we present an agent-based simulation of care provision in the UK, in which individual agents can decide to provide informal care, or pay for private care, for their loved ones. Agents base these decisions on factors including their own health, employment status, financial resources, relationship to the individual in need and geographical location. Results demonstrate that the model can produce similar patterns of care need and availability as are observed in the real world, despite the model containing minimal empirical data. We propose that our model better captures the complexities of social care provision than other methods, due to the socioeconomic details present and the use of kinship networks to distribute care among family members.
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spelling pubmed-66895822019-08-15 Modelling social care provision in an agent-based framework with kinship networks Gostoli, Umberto Silverman, Eric R Soc Open Sci Computer Science Current demographic trends in the UK include a fast-growing elderly population and dropping birth rates, and demand for social care among the aged is rising. The UK depends on informal social care—family members or friends providing care—for some 50% of care provision. However, lower birth rates and a greying population mean that care availability is becoming a significant problem, causing concern among policy-makers that substantial public investment in formal care will be required in decades to come. In this paper, we present an agent-based simulation of care provision in the UK, in which individual agents can decide to provide informal care, or pay for private care, for their loved ones. Agents base these decisions on factors including their own health, employment status, financial resources, relationship to the individual in need and geographical location. Results demonstrate that the model can produce similar patterns of care need and availability as are observed in the real world, despite the model containing minimal empirical data. We propose that our model better captures the complexities of social care provision than other methods, due to the socioeconomic details present and the use of kinship networks to distribute care among family members. The Royal Society 2019-07-17 /pmc/articles/PMC6689582/ /pubmed/31417710 http://dx.doi.org/10.1098/rsos.190029 Text en © 2019 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Computer Science
Gostoli, Umberto
Silverman, Eric
Modelling social care provision in an agent-based framework with kinship networks
title Modelling social care provision in an agent-based framework with kinship networks
title_full Modelling social care provision in an agent-based framework with kinship networks
title_fullStr Modelling social care provision in an agent-based framework with kinship networks
title_full_unstemmed Modelling social care provision in an agent-based framework with kinship networks
title_short Modelling social care provision in an agent-based framework with kinship networks
title_sort modelling social care provision in an agent-based framework with kinship networks
topic Computer Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6689582/
https://www.ncbi.nlm.nih.gov/pubmed/31417710
http://dx.doi.org/10.1098/rsos.190029
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