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Causal relationship between health insurance and overall health status of children: Insights from Pakistan
Evaluating the impact of health insurance always remains a methodologically challenging endeavor due to the absence of sample randomization. This paper evaluates the impact of health insurance on the health status of children in Pakistan using the data of the Multiple Indicator Cluster Survey (MICS)...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768499/ https://www.ncbi.nlm.nih.gov/pubmed/36568764 http://dx.doi.org/10.3389/fpubh.2022.934007 |
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author | Aziz, Noshaba Liu, Tinghua Yang, Shaoxiong Zukiewicz-Sobczak, Wioletta |
author_facet | Aziz, Noshaba Liu, Tinghua Yang, Shaoxiong Zukiewicz-Sobczak, Wioletta |
author_sort | Aziz, Noshaba |
collection | PubMed |
description | Evaluating the impact of health insurance always remains a methodologically challenging endeavor due to the absence of sample randomization. This paper evaluates the impact of health insurance on the health status of children in Pakistan using the data of the Multiple Indicator Cluster Survey (MICS) for Punjab, Pakistan, from 2017 to 2018. The study adopted the propensity score matching (PSM) method to address the sample selection bias. The sample is matched on potential covariates such as mother characteristics (education level), household head characteristics (gender, age, and education), and other household conditions (such as home dwelling, internet access, wealth index, migration member, number of children residing in the home, as child illness, etc.). The findings revealed that children with insurance have considerably better health than non-insured, at a 1% significance level. The results confirm that health insurance is not a luxury but a need that improves children's overall health. In this regard, governments should enhance and expand programs related to health insurance, especially for children. Health insurance programs will not only help poor people but also improve the overall infrastructure of health services in the country. |
format | Online Article Text |
id | pubmed-9768499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97684992022-12-22 Causal relationship between health insurance and overall health status of children: Insights from Pakistan Aziz, Noshaba Liu, Tinghua Yang, Shaoxiong Zukiewicz-Sobczak, Wioletta Front Public Health Public Health Evaluating the impact of health insurance always remains a methodologically challenging endeavor due to the absence of sample randomization. This paper evaluates the impact of health insurance on the health status of children in Pakistan using the data of the Multiple Indicator Cluster Survey (MICS) for Punjab, Pakistan, from 2017 to 2018. The study adopted the propensity score matching (PSM) method to address the sample selection bias. The sample is matched on potential covariates such as mother characteristics (education level), household head characteristics (gender, age, and education), and other household conditions (such as home dwelling, internet access, wealth index, migration member, number of children residing in the home, as child illness, etc.). The findings revealed that children with insurance have considerably better health than non-insured, at a 1% significance level. The results confirm that health insurance is not a luxury but a need that improves children's overall health. In this regard, governments should enhance and expand programs related to health insurance, especially for children. Health insurance programs will not only help poor people but also improve the overall infrastructure of health services in the country. Frontiers Media S.A. 2022-12-07 /pmc/articles/PMC9768499/ /pubmed/36568764 http://dx.doi.org/10.3389/fpubh.2022.934007 Text en Copyright © 2022 Aziz, Liu, Yang and Zukiewicz-Sobczak. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Aziz, Noshaba Liu, Tinghua Yang, Shaoxiong Zukiewicz-Sobczak, Wioletta Causal relationship between health insurance and overall health status of children: Insights from Pakistan |
title | Causal relationship between health insurance and overall health status of children: Insights from Pakistan |
title_full | Causal relationship between health insurance and overall health status of children: Insights from Pakistan |
title_fullStr | Causal relationship between health insurance and overall health status of children: Insights from Pakistan |
title_full_unstemmed | Causal relationship between health insurance and overall health status of children: Insights from Pakistan |
title_short | Causal relationship between health insurance and overall health status of children: Insights from Pakistan |
title_sort | causal relationship between health insurance and overall health status of children: insights from pakistan |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768499/ https://www.ncbi.nlm.nih.gov/pubmed/36568764 http://dx.doi.org/10.3389/fpubh.2022.934007 |
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