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Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy

BACKGROUND: Sufficient and sustainable financing of the health system is essential for improving the health of the community. The health systems financing of the EMR countries is facing the challenge. Assessment and ranking of healthcare financing can help identify and resolve some challenges of hea...

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Autores principales: Pourmohammadi, Kimia, Shojaei, Payam, Rahimi, Hamed, Bastani, Peivand
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6142403/
https://www.ncbi.nlm.nih.gov/pubmed/30237754
http://dx.doi.org/10.1186/s12962-018-0151-6
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author Pourmohammadi, Kimia
Shojaei, Payam
Rahimi, Hamed
Bastani, Peivand
author_facet Pourmohammadi, Kimia
Shojaei, Payam
Rahimi, Hamed
Bastani, Peivand
author_sort Pourmohammadi, Kimia
collection PubMed
description BACKGROUND: Sufficient and sustainable financing of the health system is essential for improving the health of the community. The health systems financing of the EMR countries is facing the challenge. Assessment and ranking of healthcare financing can help identify and resolve some challenges of health systems. So, the aim of this study is to evaluate and rank the condition of the health sector financing in the EMR countries. METHODS: This study was a cross-sectional study. The data was of secondary type, extracted from the official WHO and World Bank data. The six healthcare financing indicators in a 10-year interval (2005–2014) in 19 EMR countries analyzed using Grey Relation Analysis and Shannon Entropy. RESULTS: On average, the countries in the EMR region spent 4.87% of their GDP on the health sector. Jordan and Qatar allocated the highest (8.313) and the lowest (2.293) percentages of their GDP to the health sector, respectively. The results showed That Qatar was in a better condition than other EMR countries during 2005–2014 in terms of the health system financing and earned the first rank. After that, the UAE and Kuwait were ranked second and third. CONCLUSIONS: There is a lot of inequality among the EMR countries in terms of health financing. However, our findings confirmed that only increasing the total health expenditure in a country would not improve its financing status compared to other countries, but it also depends on financing methods. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12962-018-0151-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-61424032018-09-20 Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy Pourmohammadi, Kimia Shojaei, Payam Rahimi, Hamed Bastani, Peivand Cost Eff Resour Alloc Research BACKGROUND: Sufficient and sustainable financing of the health system is essential for improving the health of the community. The health systems financing of the EMR countries is facing the challenge. Assessment and ranking of healthcare financing can help identify and resolve some challenges of health systems. So, the aim of this study is to evaluate and rank the condition of the health sector financing in the EMR countries. METHODS: This study was a cross-sectional study. The data was of secondary type, extracted from the official WHO and World Bank data. The six healthcare financing indicators in a 10-year interval (2005–2014) in 19 EMR countries analyzed using Grey Relation Analysis and Shannon Entropy. RESULTS: On average, the countries in the EMR region spent 4.87% of their GDP on the health sector. Jordan and Qatar allocated the highest (8.313) and the lowest (2.293) percentages of their GDP to the health sector, respectively. The results showed That Qatar was in a better condition than other EMR countries during 2005–2014 in terms of the health system financing and earned the first rank. After that, the UAE and Kuwait were ranked second and third. CONCLUSIONS: There is a lot of inequality among the EMR countries in terms of health financing. However, our findings confirmed that only increasing the total health expenditure in a country would not improve its financing status compared to other countries, but it also depends on financing methods. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12962-018-0151-6) contains supplementary material, which is available to authorized users. BioMed Central 2018-09-17 /pmc/articles/PMC6142403/ /pubmed/30237754 http://dx.doi.org/10.1186/s12962-018-0151-6 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
Pourmohammadi, Kimia
Shojaei, Payam
Rahimi, Hamed
Bastani, Peivand
Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy
title Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy
title_full Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy
title_fullStr Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy
title_full_unstemmed Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy
title_short Evaluating the health system financing of the Eastern Mediterranean Region (EMR) countries using Grey Relation Analysis and Shannon Entropy
title_sort evaluating the health system financing of the eastern mediterranean region (emr) countries using grey relation analysis and shannon entropy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6142403/
https://www.ncbi.nlm.nih.gov/pubmed/30237754
http://dx.doi.org/10.1186/s12962-018-0151-6
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