Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2018 Sep 17:16:31.
doi: 10.1186/s12962-018-0151-6. eCollection 2018.

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

Affiliations

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

Kimia Pourmohammadi et al. Cost Eff Resour Alloc. .

Abstract

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.

Keywords: Eastern Mediterranean Region; Expenditure; Grey Relation Analysis; Health financing; Out of Pocket.

PubMed Disclaimer

References

    1. Odior ES. Government expenditure on health, economic growth and long waves in A CGE micro-simulation analysis: the case of Nigeria. Eur J Econ Finance Adm Sci. 2011;2011(3):101–113.
    1. Biggs B, King L, Basu S, Stuckler D. Is wealthier always healthier? The impact of national income level, inequality, and poverty on public health in Latin America. Soc Sci Med. 2010;71(2):266–273. doi: 10.1016/j.socscimed.2010.04.002. - DOI - PubMed
    1. Keliddar I, Mosadeghrad AM, Jafari-Sirizi M. Rationing in health systems: a critical review. Med J Islam Repub Iran. 2017;31(1):271–277. doi: 10.14196/mjiri.31.47. - DOI - PMC - PubMed
    1. Ahmadi AM, Assari-Arani A, Meskarpour-Amiri M. Inequality of health spending and public health outcome in countries of the WHO’s Eastern Mediterranean Regional Office (EMRO) Int J Travel Med Glob Health. 2015;3(4):137–141. doi: 10.20286/ijtmgh-030477. - DOI
    1. Rad EH, Vahedi S, Teimourizad A, Esmaeilzadeh F, Hadian M, Pour AT. Comparison of the effects of public and private health expenditures on the health status: a panel data analysis in eastern mediterranean countries. Int J Health Policy Manag. 2013;1(2):163. doi: 10.15171/ijhpm.2013.29. - DOI - PMC - PubMed

LinkOut - more resources