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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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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. |
format | Online Article Text |
id | pubmed-6086034 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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