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Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review
BACKGROUND: Decision-makers for public policy are increasingly utilising systems approaches such as system dynamics (SD) modelling, which test alternative interventions or policies for their potential impact while accounting for complexity. These approaches, however, have not consistently included a...
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/PMC8830692/ https://www.ncbi.nlm.nih.gov/pubmed/35143541 http://dx.doi.org/10.1371/journal.pone.0263299 |
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author | Jadeja, Nidhee Zhu, Nina J. Lebcir, Reda M. Sassi, Franco Holmes, Alison Ahmad, Raheelah |
author_facet | Jadeja, Nidhee Zhu, Nina J. Lebcir, Reda M. Sassi, Franco Holmes, Alison Ahmad, Raheelah |
author_sort | Jadeja, Nidhee |
collection | PubMed |
description | BACKGROUND: Decision-makers for public policy are increasingly utilising systems approaches such as system dynamics (SD) modelling, which test alternative interventions or policies for their potential impact while accounting for complexity. These approaches, however, have not consistently included an economic efficiency analysis dimension. This systematic review aims to examine how, and in what ways, system dynamics modelling approaches incorporate economic efficiency analyses to inform decision-making on innovations (improvements in products, services, or processes) in the public sector, with a particular interest in health. METHODS AND FINDINGS: Relevant studies (n = 29) were identified through a systematic search and screening of four electronic databases and backward citation search, and analysed for key characteristics and themes related to the analytical methods applied. Economic efficiency analysis approaches within SD broadly fell into two categories: as embedded sub-models or as cost calculations based on the outputs of the SD model. Embdedded sub-models within a dynamic SD framework can reveal a clear allocation of costs and benefits to periods of time, whereas cost calculations based on the SD model outputs can be useful for high-level resource allocation decisions. CONCLUSIONS: This systematic review reveals that SD modelling is not currently used to its full potential to evaluate the technical or allocative efficiency of public sector innovations, particularly in health. The limited reporting on the experience or methodological challenges of applying allocated efficiency analyses with SD, particularly with dynamic embedded models, hampers common learning lessons to draw from and build on. Further application and comprehensive reporting of this approach would be welcome to develop the methodology further. |
format | Online Article Text |
id | pubmed-8830692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-88306922022-02-11 Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review Jadeja, Nidhee Zhu, Nina J. Lebcir, Reda M. Sassi, Franco Holmes, Alison Ahmad, Raheelah PLoS One Research Article BACKGROUND: Decision-makers for public policy are increasingly utilising systems approaches such as system dynamics (SD) modelling, which test alternative interventions or policies for their potential impact while accounting for complexity. These approaches, however, have not consistently included an economic efficiency analysis dimension. This systematic review aims to examine how, and in what ways, system dynamics modelling approaches incorporate economic efficiency analyses to inform decision-making on innovations (improvements in products, services, or processes) in the public sector, with a particular interest in health. METHODS AND FINDINGS: Relevant studies (n = 29) were identified through a systematic search and screening of four electronic databases and backward citation search, and analysed for key characteristics and themes related to the analytical methods applied. Economic efficiency analysis approaches within SD broadly fell into two categories: as embedded sub-models or as cost calculations based on the outputs of the SD model. Embdedded sub-models within a dynamic SD framework can reveal a clear allocation of costs and benefits to periods of time, whereas cost calculations based on the SD model outputs can be useful for high-level resource allocation decisions. CONCLUSIONS: This systematic review reveals that SD modelling is not currently used to its full potential to evaluate the technical or allocative efficiency of public sector innovations, particularly in health. The limited reporting on the experience or methodological challenges of applying allocated efficiency analyses with SD, particularly with dynamic embedded models, hampers common learning lessons to draw from and build on. Further application and comprehensive reporting of this approach would be welcome to develop the methodology further. Public Library of Science 2022-02-10 /pmc/articles/PMC8830692/ /pubmed/35143541 http://dx.doi.org/10.1371/journal.pone.0263299 Text en © 2022 Jadeja 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 Jadeja, Nidhee Zhu, Nina J. Lebcir, Reda M. Sassi, Franco Holmes, Alison Ahmad, Raheelah Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review |
title | Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review |
title_full | Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review |
title_fullStr | Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review |
title_full_unstemmed | Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review |
title_short | Using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review |
title_sort | using system dynamics modelling to assess the economic efficiency of innovations in the public sector - a systematic review |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8830692/ https://www.ncbi.nlm.nih.gov/pubmed/35143541 http://dx.doi.org/10.1371/journal.pone.0263299 |
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