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Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study
INTRODUCTION: Efficient utilisation of surgical resources is essential when providing surgical care in low-resources settings. Countries are developing plans to scale up surgery, though insufficiently based on empirical evidence. This paper investigates the determinants of hospital efficiency in dis...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710758/ https://www.ncbi.nlm.nih.gov/pubmed/36449505 http://dx.doi.org/10.1371/journal.pone.0278212 |
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author | Zhang, Mengyang Gajewski, Jakub Pittalis, Chiara Shrime, Mark Broekhuizen, Henk Ifeanyichi, Martilord Clarke, Morgane Borgstein, Eric Lavy, Chris Drury, Grace Juma, Adinan Mkandawire, Nyengo Mwapasa, Gerald Kachimba, John Mbambiko, Michael Chilonga, Kondo Bijlmakers, Leon Brugha, Ruairi |
author_facet | Zhang, Mengyang Gajewski, Jakub Pittalis, Chiara Shrime, Mark Broekhuizen, Henk Ifeanyichi, Martilord Clarke, Morgane Borgstein, Eric Lavy, Chris Drury, Grace Juma, Adinan Mkandawire, Nyengo Mwapasa, Gerald Kachimba, John Mbambiko, Michael Chilonga, Kondo Bijlmakers, Leon Brugha, Ruairi |
author_sort | Zhang, Mengyang |
collection | PubMed |
description | INTRODUCTION: Efficient utilisation of surgical resources is essential when providing surgical care in low-resources settings. Countries are developing plans to scale up surgery, though insufficiently based on empirical evidence. This paper investigates the determinants of hospital efficiency in district hospitals in three African countries. METHODS: Three-month data, comprising surgical capacity indicators and volumes of major surgical procedures collected from 61 district-level hospitals in Malawi, Tanzania, and Zambia, were analysed. Data envelopment analysis was used to calculate average hospital efficiency scores (max. = 1) for each country. Quantile regression analysis was selected to estimate the relationship between surgical volume and production factors. Two-stage bootstrap regression analysis was used to estimate the determinants of hospital efficiency. RESULTS: Average hospital efficiency scores were 0.77 in Tanzania, 0.70 in Malawi and 0.41 in Zambia. Hospitals with high efficiency scores had significantly more surgical staff compared with low efficiency hospitals (DEA score<1). Hospitals that scored high on the most commonly utilised surgical capacity index were not the ones with high surgical volumes or high efficiency. The number of surgical team members, which was lowest in Zambia, was strongly, positively correlated with surgical productivity and efficiency. CONCLUSION: Hospital efficiency, combining capacity measures and surgical outputs, is a better indicator of surgical performance than capacity measures, which could be misleading if used alone for surgical planning. Investment in the surgical workforce, in particular, is critical to improving district hospital surgical productivity and efficiency. |
format | Online Article Text |
id | pubmed-9710758 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-97107582022-12-01 Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study Zhang, Mengyang Gajewski, Jakub Pittalis, Chiara Shrime, Mark Broekhuizen, Henk Ifeanyichi, Martilord Clarke, Morgane Borgstein, Eric Lavy, Chris Drury, Grace Juma, Adinan Mkandawire, Nyengo Mwapasa, Gerald Kachimba, John Mbambiko, Michael Chilonga, Kondo Bijlmakers, Leon Brugha, Ruairi PLoS One Research Article INTRODUCTION: Efficient utilisation of surgical resources is essential when providing surgical care in low-resources settings. Countries are developing plans to scale up surgery, though insufficiently based on empirical evidence. This paper investigates the determinants of hospital efficiency in district hospitals in three African countries. METHODS: Three-month data, comprising surgical capacity indicators and volumes of major surgical procedures collected from 61 district-level hospitals in Malawi, Tanzania, and Zambia, were analysed. Data envelopment analysis was used to calculate average hospital efficiency scores (max. = 1) for each country. Quantile regression analysis was selected to estimate the relationship between surgical volume and production factors. Two-stage bootstrap regression analysis was used to estimate the determinants of hospital efficiency. RESULTS: Average hospital efficiency scores were 0.77 in Tanzania, 0.70 in Malawi and 0.41 in Zambia. Hospitals with high efficiency scores had significantly more surgical staff compared with low efficiency hospitals (DEA score<1). Hospitals that scored high on the most commonly utilised surgical capacity index were not the ones with high surgical volumes or high efficiency. The number of surgical team members, which was lowest in Zambia, was strongly, positively correlated with surgical productivity and efficiency. CONCLUSION: Hospital efficiency, combining capacity measures and surgical outputs, is a better indicator of surgical performance than capacity measures, which could be misleading if used alone for surgical planning. Investment in the surgical workforce, in particular, is critical to improving district hospital surgical productivity and efficiency. Public Library of Science 2022-11-30 /pmc/articles/PMC9710758/ /pubmed/36449505 http://dx.doi.org/10.1371/journal.pone.0278212 Text en © 2022 Zhang et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Zhang, Mengyang Gajewski, Jakub Pittalis, Chiara Shrime, Mark Broekhuizen, Henk Ifeanyichi, Martilord Clarke, Morgane Borgstein, Eric Lavy, Chris Drury, Grace Juma, Adinan Mkandawire, Nyengo Mwapasa, Gerald Kachimba, John Mbambiko, Michael Chilonga, Kondo Bijlmakers, Leon Brugha, Ruairi Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study |
title | Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study |
title_full | Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study |
title_fullStr | Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study |
title_full_unstemmed | Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study |
title_short | Surgical capacity, productivity and efficiency at the district level in Sub-Saharan Africa: A three-country study |
title_sort | surgical capacity, productivity and efficiency at the district level in sub-saharan africa: a three-country study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710758/ https://www.ncbi.nlm.nih.gov/pubmed/36449505 http://dx.doi.org/10.1371/journal.pone.0278212 |
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