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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
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.
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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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