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Contribution of health workforce to health outcomes: empirical evidence from Vietnam
BACKGROUND: In Vietnam, a lower-middle income country, while the overall skill- and knowledge-based quality of health workforce is improving, health workers are disproportionately distributed across different economic regions. A similar trend appears to be in relation to health outcomes between thos...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5112617/ https://www.ncbi.nlm.nih.gov/pubmed/27852268 http://dx.doi.org/10.1186/s12960-016-0165-0 |
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author | Nguyen, Mai Phuong Mirzoev, Tolib Le, Thi Minh |
author_facet | Nguyen, Mai Phuong Mirzoev, Tolib Le, Thi Minh |
author_sort | Nguyen, Mai Phuong |
collection | PubMed |
description | BACKGROUND: In Vietnam, a lower-middle income country, while the overall skill- and knowledge-based quality of health workforce is improving, health workers are disproportionately distributed across different economic regions. A similar trend appears to be in relation to health outcomes between those regions. It is unclear, however, whether there is any relationship between the distribution of health workers and the achievement of health outcomes in the context of Vietnam. This study examines the statistical relationship between the availability of health workers and health outcomes across the different economic regions in Vietnam. METHODS: We constructed a panel data of six economic regions covering 8 years (2006–2013) and used principal components analysis regressions to estimate the impact of health workforce on health outcomes. The dependent variables representing the outcomes included life expectancy at birth, infant mortality, and under-five mortality rates. Besides the health workforce as our target explanatory variable, we also controlled for key demographic factors including regional income per capita, poverty rate, illiteracy rate, and population density. RESULTS: The numbers of doctors, nurses, midwives, and pharmacists have been rising in the country over the last decade. However, there are notable differences across the different categories. For example, while the numbers of nurses increased considerably between 2006 and 2013, the number of pharmacists slightly decreased between 2011 and 2013. We found statistically significant evidence of the impact of density of doctors, nurses, midwives, and pharmacists on improvement to life expectancy and reduction of infant and under-five mortality rates. CONCLUSIONS: Availability of different categories of health workforce can positively contribute to improvements in health outcomes and ultimately extend the life expectancy of populations. Therefore, increasing investment into more equitable distribution of four main categories of health workforce (doctors, nurses, midwives, and pharmacists) can be an important strategy for improving health outcomes in Vietnam and other similar contexts. Future interventions will also need to consider an integrated approach, building on the link between the health and the development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12960-016-0165-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5112617 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-51126172016-11-25 Contribution of health workforce to health outcomes: empirical evidence from Vietnam Nguyen, Mai Phuong Mirzoev, Tolib Le, Thi Minh Hum Resour Health Research BACKGROUND: In Vietnam, a lower-middle income country, while the overall skill- and knowledge-based quality of health workforce is improving, health workers are disproportionately distributed across different economic regions. A similar trend appears to be in relation to health outcomes between those regions. It is unclear, however, whether there is any relationship between the distribution of health workers and the achievement of health outcomes in the context of Vietnam. This study examines the statistical relationship between the availability of health workers and health outcomes across the different economic regions in Vietnam. METHODS: We constructed a panel data of six economic regions covering 8 years (2006–2013) and used principal components analysis regressions to estimate the impact of health workforce on health outcomes. The dependent variables representing the outcomes included life expectancy at birth, infant mortality, and under-five mortality rates. Besides the health workforce as our target explanatory variable, we also controlled for key demographic factors including regional income per capita, poverty rate, illiteracy rate, and population density. RESULTS: The numbers of doctors, nurses, midwives, and pharmacists have been rising in the country over the last decade. However, there are notable differences across the different categories. For example, while the numbers of nurses increased considerably between 2006 and 2013, the number of pharmacists slightly decreased between 2011 and 2013. We found statistically significant evidence of the impact of density of doctors, nurses, midwives, and pharmacists on improvement to life expectancy and reduction of infant and under-five mortality rates. CONCLUSIONS: Availability of different categories of health workforce can positively contribute to improvements in health outcomes and ultimately extend the life expectancy of populations. Therefore, increasing investment into more equitable distribution of four main categories of health workforce (doctors, nurses, midwives, and pharmacists) can be an important strategy for improving health outcomes in Vietnam and other similar contexts. Future interventions will also need to consider an integrated approach, building on the link between the health and the development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12960-016-0165-0) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-16 /pmc/articles/PMC5112617/ /pubmed/27852268 http://dx.doi.org/10.1186/s12960-016-0165-0 Text en © The Author(s). 2016 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 Nguyen, Mai Phuong Mirzoev, Tolib Le, Thi Minh Contribution of health workforce to health outcomes: empirical evidence from Vietnam |
title | Contribution of health workforce to health outcomes: empirical evidence from Vietnam |
title_full | Contribution of health workforce to health outcomes: empirical evidence from Vietnam |
title_fullStr | Contribution of health workforce to health outcomes: empirical evidence from Vietnam |
title_full_unstemmed | Contribution of health workforce to health outcomes: empirical evidence from Vietnam |
title_short | Contribution of health workforce to health outcomes: empirical evidence from Vietnam |
title_sort | contribution of health workforce to health outcomes: empirical evidence from vietnam |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5112617/ https://www.ncbi.nlm.nih.gov/pubmed/27852268 http://dx.doi.org/10.1186/s12960-016-0165-0 |
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