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Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India
BACKGROUND: Reliable basic infrastructure, particularly electricity, is a critical enabling factor in improving health systems and consequently achieving the health sustainable development goals (SDGs). Yet, there is no systematic and rigorous study examining the effect of reliable electricity on he...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6381650/ https://www.ncbi.nlm.nih.gov/pubmed/30782203 http://dx.doi.org/10.1186/s41043-019-0164-6 |
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author | Chen, Yvonne Jie Chindarkar, Namrata Xiao, Yun |
author_facet | Chen, Yvonne Jie Chindarkar, Namrata Xiao, Yun |
author_sort | Chen, Yvonne Jie |
collection | PubMed |
description | BACKGROUND: Reliable basic infrastructure, particularly electricity, is a critical enabling factor in improving health systems and consequently achieving the health sustainable development goals (SDGs). Yet, there is no systematic and rigorous study examining the effect of reliable electricity on health systems in a developing country context. In this study, we examine the effect of Jyotigram Yojana (JGY), a rural electrification program providing 24-h electricity to rural non-agricultural users in Gujarat, India, on core components of health systems including health facilities, health information, and health services utilization. METHODS: We match data from the District Level Household and Facility Survey (DLHS-II and DLHS-III) and administrative data from electricity distribution companies on JGY implementation. Matching survey data with administrative data allows us to precisely identify the relevant sample from Gujarat for our data analysis. We then apply a difference-in-differences framework to address potential bias in JGY implementation by comparing the sample from Gujarat (treatment group) with that from Maharashtra (control group). Our key independent variable is a dummy indicating JGY implementation, which operationalizes access to reliable electricity. It takes value 1 if the PHC/eligible woman/child is located or residing in the state of Gujarat and 0 if located or residing in the state of Maharashtra. Our outcome variables cover three core components of health systems—health facilities, health information, and child and maternal health services utilization. Each outcome is a binary variable. We therefore estimate probit models with appropriate control variables. RESULTS: We find that JGY implementation significantly improved the operational capacity of health facilities, in particular primary health centers (PHCs), by increasing the availability and functionality of a wide range of essential devices and equipment. JGY also significantly increased access to health information through television. Further, JGY increased utilization of health services; in particular, it increased the probability of children receiving critical vaccinations and pregnant women receiving antenatal care. Our results are robust to alternate specifications and analysis using alternate data. CONCLUSION: Reliable electricity can be an effective tool in improving core components of health systems. In addition to targeting direct factors within the health systems such as health workforce and health financing, investments in supporting infrastructure are warranted to achieve the health SDGs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s41043-019-0164-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6381650 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63816502019-02-28 Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India Chen, Yvonne Jie Chindarkar, Namrata Xiao, Yun J Health Popul Nutr Research Article BACKGROUND: Reliable basic infrastructure, particularly electricity, is a critical enabling factor in improving health systems and consequently achieving the health sustainable development goals (SDGs). Yet, there is no systematic and rigorous study examining the effect of reliable electricity on health systems in a developing country context. In this study, we examine the effect of Jyotigram Yojana (JGY), a rural electrification program providing 24-h electricity to rural non-agricultural users in Gujarat, India, on core components of health systems including health facilities, health information, and health services utilization. METHODS: We match data from the District Level Household and Facility Survey (DLHS-II and DLHS-III) and administrative data from electricity distribution companies on JGY implementation. Matching survey data with administrative data allows us to precisely identify the relevant sample from Gujarat for our data analysis. We then apply a difference-in-differences framework to address potential bias in JGY implementation by comparing the sample from Gujarat (treatment group) with that from Maharashtra (control group). Our key independent variable is a dummy indicating JGY implementation, which operationalizes access to reliable electricity. It takes value 1 if the PHC/eligible woman/child is located or residing in the state of Gujarat and 0 if located or residing in the state of Maharashtra. Our outcome variables cover three core components of health systems—health facilities, health information, and child and maternal health services utilization. Each outcome is a binary variable. We therefore estimate probit models with appropriate control variables. RESULTS: We find that JGY implementation significantly improved the operational capacity of health facilities, in particular primary health centers (PHCs), by increasing the availability and functionality of a wide range of essential devices and equipment. JGY also significantly increased access to health information through television. Further, JGY increased utilization of health services; in particular, it increased the probability of children receiving critical vaccinations and pregnant women receiving antenatal care. Our results are robust to alternate specifications and analysis using alternate data. CONCLUSION: Reliable electricity can be an effective tool in improving core components of health systems. In addition to targeting direct factors within the health systems such as health workforce and health financing, investments in supporting infrastructure are warranted to achieve the health SDGs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s41043-019-0164-6) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-19 /pmc/articles/PMC6381650/ /pubmed/30782203 http://dx.doi.org/10.1186/s41043-019-0164-6 Text en © The Author(s). 2019 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 Article Chen, Yvonne Jie Chindarkar, Namrata Xiao, Yun Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India |
title | Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India |
title_full | Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India |
title_fullStr | Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India |
title_full_unstemmed | Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India |
title_short | Effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural Gujarat, India |
title_sort | effect of reliable electricity on health facilities, health information, and child and maternal health services utilization: evidence from rural gujarat, india |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6381650/ https://www.ncbi.nlm.nih.gov/pubmed/30782203 http://dx.doi.org/10.1186/s41043-019-0164-6 |
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