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Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis

BACKGROUND: In most countries of the sub-Saharan Africa, health care needs have been increasing due to emerging and re-emerging health problems. However, the supply of health care resources to address the problems has been continuously declining, thus jeopardizing the progress towards achieving the...

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Autores principales: Zere, Eyob, Mbeeli, Thomas, Shangula, Kalumbi, Mandlhate, Custodia, Mutirua, Kautoo, Tjivambi, Ben, Kapenambili, William
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1524815/
https://www.ncbi.nlm.nih.gov/pubmed/16566818
http://dx.doi.org/10.1186/1478-7547-4-5
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author Zere, Eyob
Mbeeli, Thomas
Shangula, Kalumbi
Mandlhate, Custodia
Mutirua, Kautoo
Tjivambi, Ben
Kapenambili, William
author_facet Zere, Eyob
Mbeeli, Thomas
Shangula, Kalumbi
Mandlhate, Custodia
Mutirua, Kautoo
Tjivambi, Ben
Kapenambili, William
author_sort Zere, Eyob
collection PubMed
description BACKGROUND: In most countries of the sub-Saharan Africa, health care needs have been increasing due to emerging and re-emerging health problems. However, the supply of health care resources to address the problems has been continuously declining, thus jeopardizing the progress towards achieving the health-related Millennium Development Goals. Namibia is no exception to this. It is therefore necessary to quantify the level of technical inefficiency in the countries so as to alert policy makers of the potential resource gains to the health system if the hospitals that absorb a lion's share of the available resources are technically efficient. METHOD: All public sector hospitals (N = 30) were included in the study. Hospital capacity utilization ratios and the data envelopment analysis (DEA) technique were used to assess technical efficiency. The DEA model used three inputs and two outputs. Data for four financial years (1997/98 to 2000/2001) was used for the analysis. To test for the robustness of the DEA technical efficiency scores the Jackknife analysis was used. RESULTS: The findings suggest the presence of substantial degree of pure technical and scale inefficiency. The average technical efficiency level during the given period was less than 75%. Less than half of the hospitals included in the study were located on the technically efficient frontier. Increasing returns to scale is observed to be the predominant form of scale inefficiency. CONCLUSION: It is concluded that the existing level of pure technical and scale inefficiency of the district hospitals is considerably high and may negatively affect the government's initiatives to improve access to quality health care and scaling up of interventions that are necessary to achieve the health-related Millennium Development Goals. It is recommended that the inefficient hospitals learn from their efficient peers identified by the DEA model so as to improve the overall performance of the health system.
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spelling pubmed-15248152006-07-29 Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis Zere, Eyob Mbeeli, Thomas Shangula, Kalumbi Mandlhate, Custodia Mutirua, Kautoo Tjivambi, Ben Kapenambili, William Cost Eff Resour Alloc Research BACKGROUND: In most countries of the sub-Saharan Africa, health care needs have been increasing due to emerging and re-emerging health problems. However, the supply of health care resources to address the problems has been continuously declining, thus jeopardizing the progress towards achieving the health-related Millennium Development Goals. Namibia is no exception to this. It is therefore necessary to quantify the level of technical inefficiency in the countries so as to alert policy makers of the potential resource gains to the health system if the hospitals that absorb a lion's share of the available resources are technically efficient. METHOD: All public sector hospitals (N = 30) were included in the study. Hospital capacity utilization ratios and the data envelopment analysis (DEA) technique were used to assess technical efficiency. The DEA model used three inputs and two outputs. Data for four financial years (1997/98 to 2000/2001) was used for the analysis. To test for the robustness of the DEA technical efficiency scores the Jackknife analysis was used. RESULTS: The findings suggest the presence of substantial degree of pure technical and scale inefficiency. The average technical efficiency level during the given period was less than 75%. Less than half of the hospitals included in the study were located on the technically efficient frontier. Increasing returns to scale is observed to be the predominant form of scale inefficiency. CONCLUSION: It is concluded that the existing level of pure technical and scale inefficiency of the district hospitals is considerably high and may negatively affect the government's initiatives to improve access to quality health care and scaling up of interventions that are necessary to achieve the health-related Millennium Development Goals. It is recommended that the inefficient hospitals learn from their efficient peers identified by the DEA model so as to improve the overall performance of the health system. BioMed Central 2006-03-27 /pmc/articles/PMC1524815/ /pubmed/16566818 http://dx.doi.org/10.1186/1478-7547-4-5 Text en Copyright © 2006 Zere et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Zere, Eyob
Mbeeli, Thomas
Shangula, Kalumbi
Mandlhate, Custodia
Mutirua, Kautoo
Tjivambi, Ben
Kapenambili, William
Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis
title Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis
title_full Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis
title_fullStr Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis
title_full_unstemmed Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis
title_short Technical efficiency of district hospitals: Evidence from Namibia using Data Envelopment Analysis
title_sort technical efficiency of district hospitals: evidence from namibia using data envelopment analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1524815/
https://www.ncbi.nlm.nih.gov/pubmed/16566818
http://dx.doi.org/10.1186/1478-7547-4-5
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