Updated Health Economics Simulation Model of the Lifetime Progression of Multiple Sclerosis in an Australian Setting.

IF 2.4 Q2 ECONOMICS
PharmacoEconomics Open Pub Date : 2026-07-01 Epub Date: 2026-04-16 DOI:10.1007/s41669-026-00650-1
Andrew J Palmer, Ting Zhao, Glen Henson, Hasnat Ahmad, Bruce V Taylor, Ingrid van der Mei, Julie A Campbell
{"title":"Updated Health Economics Simulation Model of the Lifetime Progression of Multiple Sclerosis in an Australian Setting.","authors":"Andrew J Palmer, Ting Zhao, Glen Henson, Hasnat Ahmad, Bruce V Taylor, Ingrid van der Mei, Julie A Campbell","doi":"10.1007/s41669-026-00650-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Multiple sclerosis (MS) is a progressive disease leading to increasing disability. Our previous simulation model estimated lifetime impacts of MS on quality of life and associated economic costs but was limited by small cohort input data and simplistic structure.</p><p><strong>Objective: </strong>The aim was to improve our previous model by incorporating more granular disease states, improving the accuracy of input data using a large MS cohort, and including contemporary cost and health state utility (HSU) inputs, matching the more detailed health states.</p><p><strong>Methods: </strong>A Markov model was developed simulating MS progression from no disability to mild, moderate, and severe disability and death under contemporary treatment patterns. State-specific probabilities of progression, death, relapse, costs, HSUs, and relapse-related disutilities were considered. Life expectancy (LE), quality-adjusted life years (QALYs), and discounted lifetime total costs (2026 Australian dollars) were calculated. Probabilistic sensitivity analysis was performed.</p><p><strong>Results: </strong>A typical MS cohort of 35-year-old females had a projected mean LE of 44.0 years, 27.3 and 11.3 undiscounted/discounted QALYs, respectively, and lifetime costs of $1,449,597. Compared with the Australian general population, those with MS had 6.8 years lower LE, 15.0 lower undiscounted QALYs, and $1.24 million higher costs. Our updated model showed higher LE and costs but lower QALYs compared with our previous model, due to differences in probability utilities and cost inputs.</p><p><strong>Conclusions: </strong>Our improved model, based on a larger cohort and updated inputs, provides a more nuanced assessment of the impact of MS on LE, QALYs, and costs, with improved face validity. It will be used for the cost-effectiveness analyses of current and future MS interventions.</p>","PeriodicalId":19770,"journal":{"name":"PharmacoEconomics Open","volume":" ","pages":"759-767"},"PeriodicalIF":2.4000,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13379532/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"PharmacoEconomics Open","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s41669-026-00650-1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/4/16 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Multiple sclerosis (MS) is a progressive disease leading to increasing disability. Our previous simulation model estimated lifetime impacts of MS on quality of life and associated economic costs but was limited by small cohort input data and simplistic structure.

Objective: The aim was to improve our previous model by incorporating more granular disease states, improving the accuracy of input data using a large MS cohort, and including contemporary cost and health state utility (HSU) inputs, matching the more detailed health states.

Methods: A Markov model was developed simulating MS progression from no disability to mild, moderate, and severe disability and death under contemporary treatment patterns. State-specific probabilities of progression, death, relapse, costs, HSUs, and relapse-related disutilities were considered. Life expectancy (LE), quality-adjusted life years (QALYs), and discounted lifetime total costs (2026 Australian dollars) were calculated. Probabilistic sensitivity analysis was performed.

Results: A typical MS cohort of 35-year-old females had a projected mean LE of 44.0 years, 27.3 and 11.3 undiscounted/discounted QALYs, respectively, and lifetime costs of $1,449,597. Compared with the Australian general population, those with MS had 6.8 years lower LE, 15.0 lower undiscounted QALYs, and $1.24 million higher costs. Our updated model showed higher LE and costs but lower QALYs compared with our previous model, due to differences in probability utilities and cost inputs.

Conclusions: Our improved model, based on a larger cohort and updated inputs, provides a more nuanced assessment of the impact of MS on LE, QALYs, and costs, with improved face validity. It will be used for the cost-effectiveness analyses of current and future MS interventions.

澳大利亚多发性硬化症终生进展的最新健康经济学模拟模型。
背景:多发性硬化症(MS)是一种进行性疾病,导致残疾增加。我们之前的模拟模型估计了MS对生活质量和相关经济成本的终生影响,但受限于小队列输入数据和简单的结构。目的:通过纳入更细粒度的疾病状态,使用大型MS队列提高输入数据的准确性,并包括当代成本和健康状态效用(HSU)输入,以匹配更详细的健康状态,从而改进我们之前的模型。方法:建立马尔可夫模型,模拟现代治疗模式下MS从无残疾到轻度、中度、重度残疾和死亡的进展。考虑了特定州的进展概率、死亡概率、复发概率、成本、hsu和复发相关的效用损失。计算预期寿命(LE)、质量调整寿命年(QALYs)和贴现寿命总成本(2026澳元)。进行概率敏感性分析。结果:典型的35岁女性MS队列预计平均LE分别为44.0岁、27.3岁和11.3岁,未贴现/贴现qaly,终身成本为1,449,597美元。与澳大利亚普通人群相比,MS患者的LE低6.8年,未贴现QALYs低15.0年,费用高124万美元。与之前的模型相比,由于概率效用和成本投入的差异,我们更新的模型显示出更高的LE和成本,但更低的QALYs。结论:我们改进的模型基于更大的队列和更新的输入,提供了MS对LE、qaly和成本的影响的更细致的评估,并提高了面部效度。它将用于当前和未来多发性硬化症干预措施的成本效益分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
3.50
自引率
0.00%
发文量
64
审稿时长
8 weeks
期刊介绍: PharmacoEconomics - Open focuses on applied research on the economic implications and health outcomes associated with drugs, devices and other healthcare interventions. The journal includes, but is not limited to, the following research areas:Economic analysis of healthcare interventionsHealth outcomes researchCost-of-illness studiesQuality-of-life studiesAdditional digital features (including animated abstracts, video abstracts, slide decks, audio slides, instructional videos, infographics, podcasts and animations) can be published with articles; these are designed to increase the visibility, readership and educational value of the journal’s content. In addition, articles published in PharmacoEconomics -Open may be accompanied by plain language summaries to assist readers who have some knowledge of, but not in-depth expertise in, the area to understand important medical advances.All manuscripts are subject to peer review by international experts. Letters to the Editor are welcomed and will be considered for publication.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书