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Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries
Numerous factors, including inefficient utilization of healthcare resources have been attributed to the poor health outcome. The study aims to compare the efficiency of health expenses and its determining factors in the emerging economies based on their income levels. Data for the study is extracted...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823461/ https://www.ncbi.nlm.nih.gov/pubmed/33396384 http://dx.doi.org/10.3390/healthcare9010031 |
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author | Zhou, Lulin Ampon-Wireko, Sabina Dauda, Lamini Xu, Xinglong Antwi, Maxwell Opuni Larnyo, Ebenezer |
author_facet | Zhou, Lulin Ampon-Wireko, Sabina Dauda, Lamini Xu, Xinglong Antwi, Maxwell Opuni Larnyo, Ebenezer |
author_sort | Zhou, Lulin |
collection | PubMed |
description | Numerous factors, including inefficient utilization of healthcare resources have been attributed to the poor health outcome. The study aims to compare the efficiency of health expenses and its determining factors in the emerging economies based on their income levels. Data for the study is extracted from the World Bank’s World Development Indicators for 21 countries covering the period of 2000 to 2018. Analysis of the research involves two stages. Stage one computes the efficiency scores, whereas second stage examines factors affecting health efficiency by employing the Tobit regression and Simar-Wilson regression test to confirm the results. The Tobit result shows that research and development (R&D) and physicians enhanced health efficiency at the main panel, lower-middle-income, upper-middle-income, and high-income countries. Corruption remained negative with education showing mixed results. The interaction between research and development and physicians increases health efficiency in all the panels. Health research must be a policy focus if efficiency is to be achieved by the emerging economies. |
format | Online Article Text |
id | pubmed-7823461 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78234612021-01-24 Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries Zhou, Lulin Ampon-Wireko, Sabina Dauda, Lamini Xu, Xinglong Antwi, Maxwell Opuni Larnyo, Ebenezer Healthcare (Basel) Article Numerous factors, including inefficient utilization of healthcare resources have been attributed to the poor health outcome. The study aims to compare the efficiency of health expenses and its determining factors in the emerging economies based on their income levels. Data for the study is extracted from the World Bank’s World Development Indicators for 21 countries covering the period of 2000 to 2018. Analysis of the research involves two stages. Stage one computes the efficiency scores, whereas second stage examines factors affecting health efficiency by employing the Tobit regression and Simar-Wilson regression test to confirm the results. The Tobit result shows that research and development (R&D) and physicians enhanced health efficiency at the main panel, lower-middle-income, upper-middle-income, and high-income countries. Corruption remained negative with education showing mixed results. The interaction between research and development and physicians increases health efficiency in all the panels. Health research must be a policy focus if efficiency is to be achieved by the emerging economies. MDPI 2020-12-31 /pmc/articles/PMC7823461/ /pubmed/33396384 http://dx.doi.org/10.3390/healthcare9010031 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhou, Lulin Ampon-Wireko, Sabina Dauda, Lamini Xu, Xinglong Antwi, Maxwell Opuni Larnyo, Ebenezer Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries |
title | Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries |
title_full | Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries |
title_fullStr | Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries |
title_full_unstemmed | Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries |
title_short | Empirical Analysis of Factors Influencing Healthcare Efficiency among Emerging Countries |
title_sort | empirical analysis of factors influencing healthcare efficiency among emerging countries |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823461/ https://www.ncbi.nlm.nih.gov/pubmed/33396384 http://dx.doi.org/10.3390/healthcare9010031 |
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