Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1784611819296391168 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8654220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kopecjaceka acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT sayreericc acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT okhmatovskaiaanya acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT ciberejolanda acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT lilindac acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT bansbacknick acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT wonghubert acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT ghanbarianshahzad acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT esdailejohnm acomparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT kopecjaceka comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT sayreericc comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT okhmatovskaiaanya comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT ciberejolanda comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT lilindac comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT bansbacknick comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT wonghubert comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT ghanbarianshahzad comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy AT esdailejohnm comparisonofthreestrategiestoreducetheburdenofosteoarthritisapopulationbasedmicrosimulationstudy |