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Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method
BACKGROUND: While health needs and expenditure in the Occupied Palestinian Territories (OPT) are growing, the international donations are declining and the economic situation is worsening. The purpose of this paper is twofold, to evaluate the productive efficiency of public hospitals in West Bank an...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975658/ https://www.ncbi.nlm.nih.gov/pubmed/29843732 http://dx.doi.org/10.1186/s12913-018-3228-1 |
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author | Sultan, Wasim I. M. Crispim, José |
author_facet | Sultan, Wasim I. M. Crispim, José |
author_sort | Sultan, Wasim I. M. |
collection | PubMed |
description | BACKGROUND: While health needs and expenditure in the Occupied Palestinian Territories (OPT) are growing, the international donations are declining and the economic situation is worsening. The purpose of this paper is twofold, to evaluate the productive efficiency of public hospitals in West Bank and to study contextual factors contributing to efficiency differences. METHODS: This study examined technical efficiency among 11 public hospitals in West Bank from 2010 through 2015 targeting a total of 66 observations. Nationally representative data were extracted from the official annual health reports. We applied input-oriented Data Envelopment Analysis (DEA) models to estimate efficiency scores. To elaborate further on performance, we used Tobit regression to identify contextual factors whose impact on inefficient performance is statistically significant. RESULTS: Despite the increase in efficiency mean scores by 4% from 2010 to 2015, findings show potential savings of 14.5% of resource consumption without reducing the volume of the provided services. The significant Tobit model showed four predictors explaining the inefficient performance of a hospital (p < 0.01) are: bed occupancy rate (BOR); the outpatient-inpatient ratio (OPIPR); hospital’s size (SIZE); and the availability of primary healthcare centers within the hospital’s catchment area (PRC). There is a strong effect of OPIPR on efficiency differences between hospitals: A one unit increase in OPIPR will lead a decrease of 19.7% in the predicted inefficiency level holding all other factors constant. CONCLUSION: To date, no previous studies have examined the efficiency of public hospitals in the OPT. Our work identified their efficiency levels for potential improvements and the determinants of efficient performance. Based on the measurement of efficiency, the generated information may guide hospitals’ managers, policymakers, and international donors improving the performance of the main national healthcare provider. The scope of this study is limited to public hospitals in West Bank. For a better understanding of the Palestinian market, further research on private hospitals and hospitals in Gaza Strip will be useful. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12913-018-3228-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5975658 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-59756582018-05-31 Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method Sultan, Wasim I. M. Crispim, José BMC Health Serv Res Research Article BACKGROUND: While health needs and expenditure in the Occupied Palestinian Territories (OPT) are growing, the international donations are declining and the economic situation is worsening. The purpose of this paper is twofold, to evaluate the productive efficiency of public hospitals in West Bank and to study contextual factors contributing to efficiency differences. METHODS: This study examined technical efficiency among 11 public hospitals in West Bank from 2010 through 2015 targeting a total of 66 observations. Nationally representative data were extracted from the official annual health reports. We applied input-oriented Data Envelopment Analysis (DEA) models to estimate efficiency scores. To elaborate further on performance, we used Tobit regression to identify contextual factors whose impact on inefficient performance is statistically significant. RESULTS: Despite the increase in efficiency mean scores by 4% from 2010 to 2015, findings show potential savings of 14.5% of resource consumption without reducing the volume of the provided services. The significant Tobit model showed four predictors explaining the inefficient performance of a hospital (p < 0.01) are: bed occupancy rate (BOR); the outpatient-inpatient ratio (OPIPR); hospital’s size (SIZE); and the availability of primary healthcare centers within the hospital’s catchment area (PRC). There is a strong effect of OPIPR on efficiency differences between hospitals: A one unit increase in OPIPR will lead a decrease of 19.7% in the predicted inefficiency level holding all other factors constant. CONCLUSION: To date, no previous studies have examined the efficiency of public hospitals in the OPT. Our work identified their efficiency levels for potential improvements and the determinants of efficient performance. Based on the measurement of efficiency, the generated information may guide hospitals’ managers, policymakers, and international donors improving the performance of the main national healthcare provider. The scope of this study is limited to public hospitals in West Bank. For a better understanding of the Palestinian market, further research on private hospitals and hospitals in Gaza Strip will be useful. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12913-018-3228-1) contains supplementary material, which is available to authorized users. BioMed Central 2018-05-29 /pmc/articles/PMC5975658/ /pubmed/29843732 http://dx.doi.org/10.1186/s12913-018-3228-1 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 Article Sultan, Wasim I. M. Crispim, José Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method |
title | Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method |
title_full | Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method |
title_fullStr | Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method |
title_full_unstemmed | Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method |
title_short | Measuring the efficiency of Palestinian public hospitals during 2010–2015: an application of a two-stage DEA method |
title_sort | measuring the efficiency of palestinian public hospitals during 2010–2015: an application of a two-stage dea method |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975658/ https://www.ncbi.nlm.nih.gov/pubmed/29843732 http://dx.doi.org/10.1186/s12913-018-3228-1 |
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