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Investigating the causal relationship between employment and informal caregiving of the elderly

OBJECTIVE: Examining the causal relationship between employment and informal caring to date has been impeded in countries like Ireland where there is a lack of suitable panel data and/or variables for instrument construction. This paper employs propensity score matching to control for non-random sel...

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Detalles Bibliográficos
Autores principales: Walsh, Edel, Murphy, Aileen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6086034/
https://www.ncbi.nlm.nih.gov/pubmed/30097063
http://dx.doi.org/10.1186/s13104-018-3684-z
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author Walsh, Edel
Murphy, Aileen
author_facet Walsh, Edel
Murphy, Aileen
author_sort Walsh, Edel
collection PubMed
description OBJECTIVE: Examining the causal relationship between employment and informal caring to date has been impeded in countries like Ireland where there is a lack of suitable panel data and/or variables for instrument construction. This paper employs propensity score matching to control for non-random selection into treatment and control groups which controls for differences in employment outcomes between carers and non-carers in Ireland using data from Quarterly National Household Survey 2009 Quarter 3. Earlier papers focus on using regression techniques which may lead to biased estimates. RESULTS: Results suggest that differences exist between carers and non-carers with respect to their employment status in Ireland. Overall the results suggest that the effects are more significant for those providing greater hours of informal care per week than those providing fewer hours of care per week. The effects estimated in this paper are likely to be more precise as failing to account for potential biases in the relationship are likely to underestimate the true effect of caring on employment outcomes. We find that propensity score matching provides an alternative method of examining the relationship when suitable panel data and/or variables for instrument construction are not available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13104-018-3684-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-60860342018-08-16 Investigating the causal relationship between employment and informal caregiving of the elderly Walsh, Edel Murphy, Aileen BMC Res Notes Research Note OBJECTIVE: Examining the causal relationship between employment and informal caring to date has been impeded in countries like Ireland where there is a lack of suitable panel data and/or variables for instrument construction. This paper employs propensity score matching to control for non-random selection into treatment and control groups which controls for differences in employment outcomes between carers and non-carers in Ireland using data from Quarterly National Household Survey 2009 Quarter 3. Earlier papers focus on using regression techniques which may lead to biased estimates. RESULTS: Results suggest that differences exist between carers and non-carers with respect to their employment status in Ireland. Overall the results suggest that the effects are more significant for those providing greater hours of informal care per week than those providing fewer hours of care per week. The effects estimated in this paper are likely to be more precise as failing to account for potential biases in the relationship are likely to underestimate the true effect of caring on employment outcomes. We find that propensity score matching provides an alternative method of examining the relationship when suitable panel data and/or variables for instrument construction are not available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13104-018-3684-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-08-10 /pmc/articles/PMC6086034/ /pubmed/30097063 http://dx.doi.org/10.1186/s13104-018-3684-z Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Note
Walsh, Edel
Murphy, Aileen
Investigating the causal relationship between employment and informal caregiving of the elderly
title Investigating the causal relationship between employment and informal caregiving of the elderly
title_full Investigating the causal relationship between employment and informal caregiving of the elderly
title_fullStr Investigating the causal relationship between employment and informal caregiving of the elderly
title_full_unstemmed Investigating the causal relationship between employment and informal caregiving of the elderly
title_short Investigating the causal relationship between employment and informal caregiving of the elderly
title_sort investigating the causal relationship between employment and informal caregiving of the elderly
topic Research Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6086034/
https://www.ncbi.nlm.nih.gov/pubmed/30097063
http://dx.doi.org/10.1186/s13104-018-3684-z
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