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A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study

OBJECTIVES: The purpose of this study was to compare three strategies for reducing population health burden of osteoarthritis (OA): improved pharmacological treatment of OA-related pain, improved access to joint replacement surgery, and prevention of OA by reducing obesity and overweight. METHODS: W...

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Autores principales: Kopec, Jacek A., Sayre, Eric C., Okhmatovskaia, Anya, Cibere, Jolanda, Li, Linda C., Bansback, Nick, Wong, Hubert, Ghanbarian, Shahzad, Esdaile, John M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654220/
https://www.ncbi.nlm.nih.gov/pubmed/34879102
http://dx.doi.org/10.1371/journal.pone.0261017
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author Kopec, Jacek A.
Sayre, Eric C.
Okhmatovskaia, Anya
Cibere, Jolanda
Li, Linda C.
Bansback, Nick
Wong, Hubert
Ghanbarian, Shahzad
Esdaile, John M.
author_facet Kopec, Jacek A.
Sayre, Eric C.
Okhmatovskaia, Anya
Cibere, Jolanda
Li, Linda C.
Bansback, Nick
Wong, Hubert
Ghanbarian, Shahzad
Esdaile, John M.
author_sort Kopec, Jacek A.
collection PubMed
description OBJECTIVES: The purpose of this study was to compare three strategies for reducing population health burden of osteoarthritis (OA): improved pharmacological treatment of OA-related pain, improved access to joint replacement surgery, and prevention of OA by reducing obesity and overweight. METHODS: We applied a validated computer microsimulation model of OA in Canada. The model simulated a Canadian-representative open population aged 20 years and older. Variables in the model included demographics, body mass index, OA diagnosis, OA treatment, mortality, and health-related quality of life. Model parameters were derived from analyses of national surveys, population-based administrative data, a hospital-based cohort study, and the literature. We compared 8 what-if intervention scenarios in terms of disability-adjusted life years (DALYs) relative to base-case, over a wide range of time horizons. RESULTS: Reductions in DALYs depended on the type of intervention, magnitude of the intervention, and the time horizon. Medical interventions (a targeted increase in the use of painkillers) tended to produce effects quickly and were, therefore, most effective over a short time horizon (a decade). Surgical interventions (increased access to joint replacement) were most effective over a medium time horizon (two decades or longer). Preventive interventions required a substantial change in BMI to generate a significant impact, but produced more reduction in DALYs than treatment strategies over a very long time horizon (several decades). CONCLUSIONS: In this population-based modeling study we assessed the potential impact of three different burden reduction strategies in OA. Data generated by our model may help inform the implementation of strategies to reduce the burden of OA in Canada and elsewhere.
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spelling pubmed-86542202021-12-09 A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study Kopec, Jacek A. Sayre, Eric C. Okhmatovskaia, Anya Cibere, Jolanda Li, Linda C. Bansback, Nick Wong, Hubert Ghanbarian, Shahzad Esdaile, John M. PLoS One Research Article OBJECTIVES: The purpose of this study was to compare three strategies for reducing population health burden of osteoarthritis (OA): improved pharmacological treatment of OA-related pain, improved access to joint replacement surgery, and prevention of OA by reducing obesity and overweight. METHODS: We applied a validated computer microsimulation model of OA in Canada. The model simulated a Canadian-representative open population aged 20 years and older. Variables in the model included demographics, body mass index, OA diagnosis, OA treatment, mortality, and health-related quality of life. Model parameters were derived from analyses of national surveys, population-based administrative data, a hospital-based cohort study, and the literature. We compared 8 what-if intervention scenarios in terms of disability-adjusted life years (DALYs) relative to base-case, over a wide range of time horizons. RESULTS: Reductions in DALYs depended on the type of intervention, magnitude of the intervention, and the time horizon. Medical interventions (a targeted increase in the use of painkillers) tended to produce effects quickly and were, therefore, most effective over a short time horizon (a decade). Surgical interventions (increased access to joint replacement) were most effective over a medium time horizon (two decades or longer). Preventive interventions required a substantial change in BMI to generate a significant impact, but produced more reduction in DALYs than treatment strategies over a very long time horizon (several decades). CONCLUSIONS: In this population-based modeling study we assessed the potential impact of three different burden reduction strategies in OA. Data generated by our model may help inform the implementation of strategies to reduce the burden of OA in Canada and elsewhere. Public Library of Science 2021-12-08 /pmc/articles/PMC8654220/ /pubmed/34879102 http://dx.doi.org/10.1371/journal.pone.0261017 Text en © 2021 Kopec 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
Kopec, Jacek A.
Sayre, Eric C.
Okhmatovskaia, Anya
Cibere, Jolanda
Li, Linda C.
Bansback, Nick
Wong, Hubert
Ghanbarian, Shahzad
Esdaile, John M.
A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study
title A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study
title_full A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study
title_fullStr A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study
title_full_unstemmed A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study
title_short A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study
title_sort comparison of three strategies to reduce the burden of osteoarthritis: a population-based microsimulation study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654220/
https://www.ncbi.nlm.nih.gov/pubmed/34879102
http://dx.doi.org/10.1371/journal.pone.0261017
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