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Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index
BACKGROUND: The pursuit of efficiency and productivity is one of the goals of health systems. In the era of Sustainable Development Goals and particularly the move towards universal health coverage, it is imperative to curb wastage of resources to ensure sustainable access of the population to neede...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069987/ https://www.ncbi.nlm.nih.gov/pubmed/30083615 http://dx.doi.org/10.1186/s41256-018-0077-8 |
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author | Masri, Maysoun Dimachkie Asbu, Eyob Zere |
author_facet | Masri, Maysoun Dimachkie Asbu, Eyob Zere |
author_sort | Masri, Maysoun Dimachkie |
collection | PubMed |
description | BACKGROUND: The pursuit of efficiency and productivity is one of the goals of health systems. In the era of Sustainable Development Goals and particularly the move towards universal health coverage, it is imperative to curb wastage of resources to ensure sustainable access of the population to needed and effective health services without enduring financial hardship. This study aims to assess total factor productivity change of national health systems of 20 countries in the WHO’s Eastern Mediterranean Region. METHODS: Data Envelopment Analysis (DEA)-based Malmquist index is used to assess total factor productivity change and its components – efficiency change and technical change. To assess the robustness of the Malmquist index estimates, bootstrapping was performed. Outputs used are life expectancy at birth for both sexes and infant mortality; while total expenditure on health per capita in international dollars (PPP) is used as a measure of input. Panel data for the period 2003–2014 was extracted from databases of the WHO and the World Bank. RESULTS: In all but five countries covered in the study, a decline in the mean total factor productivity is observed during the period 2003–2014. The decline is driven by technical regress. In all countries, the technical change component of the Malmquist TFP index is less than unity (range: 0.896 to 0.945). All countries exhibited growth in efficiency (efficiency change exceeding one) except two countries (Djibouti and Iraq). The growth in efficiency was mainly due to change in scale efficiency. Overall, total factor productivity in the region declined by 3.8%. This was due to a 9.1% decline in technical change, which overshadowed the 5.8% increase in efficiency. Three countries - Libya, Qatar and Yemen – showed a marginal growth in total factor productivity. There was no change in total factor productivity in Kuwait and Lebanon. CONCLUSION: The decline in total factor productivity over the study period is likely to hamper achieving the targets of Sustainable Development Goal 3 of ensuring healthy lives and promoting well-being for all at all ages. It is recommended that country-level studies on efficiency and productivity of health systems be conducted in order to intensively examine the determinants of inefficiency and productivity decline and implement appropriate interventions that could enhance efficiency and productivity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s41256-018-0077-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6069987 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-60699872018-08-06 Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index Masri, Maysoun Dimachkie Asbu, Eyob Zere Glob Health Res Policy Research BACKGROUND: The pursuit of efficiency and productivity is one of the goals of health systems. In the era of Sustainable Development Goals and particularly the move towards universal health coverage, it is imperative to curb wastage of resources to ensure sustainable access of the population to needed and effective health services without enduring financial hardship. This study aims to assess total factor productivity change of national health systems of 20 countries in the WHO’s Eastern Mediterranean Region. METHODS: Data Envelopment Analysis (DEA)-based Malmquist index is used to assess total factor productivity change and its components – efficiency change and technical change. To assess the robustness of the Malmquist index estimates, bootstrapping was performed. Outputs used are life expectancy at birth for both sexes and infant mortality; while total expenditure on health per capita in international dollars (PPP) is used as a measure of input. Panel data for the period 2003–2014 was extracted from databases of the WHO and the World Bank. RESULTS: In all but five countries covered in the study, a decline in the mean total factor productivity is observed during the period 2003–2014. The decline is driven by technical regress. In all countries, the technical change component of the Malmquist TFP index is less than unity (range: 0.896 to 0.945). All countries exhibited growth in efficiency (efficiency change exceeding one) except two countries (Djibouti and Iraq). The growth in efficiency was mainly due to change in scale efficiency. Overall, total factor productivity in the region declined by 3.8%. This was due to a 9.1% decline in technical change, which overshadowed the 5.8% increase in efficiency. Three countries - Libya, Qatar and Yemen – showed a marginal growth in total factor productivity. There was no change in total factor productivity in Kuwait and Lebanon. CONCLUSION: The decline in total factor productivity over the study period is likely to hamper achieving the targets of Sustainable Development Goal 3 of ensuring healthy lives and promoting well-being for all at all ages. It is recommended that country-level studies on efficiency and productivity of health systems be conducted in order to intensively examine the determinants of inefficiency and productivity decline and implement appropriate interventions that could enhance efficiency and productivity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s41256-018-0077-8) contains supplementary material, which is available to authorized users. BioMed Central 2018-08-01 /pmc/articles/PMC6069987/ /pubmed/30083615 http://dx.doi.org/10.1186/s41256-018-0077-8 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 Masri, Maysoun Dimachkie Asbu, Eyob Zere Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index |
title | Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index |
title_full | Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index |
title_fullStr | Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index |
title_full_unstemmed | Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index |
title_short | Productivity change of national health systems in the WHO Eastern Mediterranean region: application of DEA-based Malmquist productivity index |
title_sort | productivity change of national health systems in the who eastern mediterranean region: application of dea-based malmquist productivity index |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069987/ https://www.ncbi.nlm.nih.gov/pubmed/30083615 http://dx.doi.org/10.1186/s41256-018-0077-8 |
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