预测芬兰青光眼药物报销趋势:到2070年更新的系统动力学模型。

IF 2.2 Q2 OPHTHALMOLOGY
Eemil Lehtonen, Anja Tuulonen, Sanna Leinonen, Osmo Salonen, Minna Soittila, Hannele Uusitalo-Järvinen
{"title":"预测芬兰青光眼药物报销趋势:到2070年更新的系统动力学模型。","authors":"Eemil Lehtonen, Anja Tuulonen, Sanna Leinonen, Osmo Salonen, Minna Soittila, Hannele Uusitalo-Järvinen","doi":"10.1136/bmjophth-2025-002166","DOIUrl":null,"url":null,"abstract":"<p><strong>Background/aims: </strong>Glaucoma is among the leading causes of permanent visual impairment, with its prevalence increasing due to population ageing. This study aimed to evaluate the accuracy of the 2004 system dynamics (SD) model predicting the number of glaucoma medication reimbursees in Finland until 2023, update the model using 1990-2023 data to forecast medication users until 2070 and assess whether the observed deceleration in net growth during 2015-2023 represented a temporary or sustained trend.</p><p><strong>Methods: </strong>Data on reimbursed glaucoma medication users (1986-2023) were sourced from the Finnish Social Insurance Institution, alongside Finnish population projections (2021-2070). An updated SD model was developed using historical data, stratified by age groups, and incorporating demographic shifts, mortality and migration. Predictions were validated against observed trends and parameterised using expert consensus and literature estimates.</p><p><strong>Results: </strong>By 2070 in Finland, the updated model predicts a 57% increase in glaucoma medication reimbursees (151 846 individuals; 28 per 1000 inhabitants), primarily driven by growth in ≥75-year-old population. The updated model captured the slowdown in net growth of reimbursees in 2015-2023. A similar slowdown is projected to reoccur during 2033-2048, again followed by an acceleration in growth.</p><p><strong>Conclusions: </strong>The demand for glaucoma care in Finland will increase by 2070, necessitating proactive resource allocation and continuous monitoring using real-world data to ensure optimal care delivery. Temporary changes in the demand for glaucoma care underscore the need for adaptive forecasting methods. The updated model provides a framework for monitoring trends and informing resource allocation in national eye care systems.</p>","PeriodicalId":9286,"journal":{"name":"BMJ Open Ophthalmology","volume":"10 1","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12382562/pdf/","citationCount":"0","resultStr":"{\"title\":\"Forecasting trends in glaucoma medication reimbursees in Finland: updated system dynamics model to 2070.\",\"authors\":\"Eemil Lehtonen, Anja Tuulonen, Sanna Leinonen, Osmo Salonen, Minna Soittila, Hannele Uusitalo-Järvinen\",\"doi\":\"10.1136/bmjophth-2025-002166\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background/aims: </strong>Glaucoma is among the leading causes of permanent visual impairment, with its prevalence increasing due to population ageing. This study aimed to evaluate the accuracy of the 2004 system dynamics (SD) model predicting the number of glaucoma medication reimbursees in Finland until 2023, update the model using 1990-2023 data to forecast medication users until 2070 and assess whether the observed deceleration in net growth during 2015-2023 represented a temporary or sustained trend.</p><p><strong>Methods: </strong>Data on reimbursed glaucoma medication users (1986-2023) were sourced from the Finnish Social Insurance Institution, alongside Finnish population projections (2021-2070). An updated SD model was developed using historical data, stratified by age groups, and incorporating demographic shifts, mortality and migration. Predictions were validated against observed trends and parameterised using expert consensus and literature estimates.</p><p><strong>Results: </strong>By 2070 in Finland, the updated model predicts a 57% increase in glaucoma medication reimbursees (151 846 individuals; 28 per 1000 inhabitants), primarily driven by growth in ≥75-year-old population. The updated model captured the slowdown in net growth of reimbursees in 2015-2023. A similar slowdown is projected to reoccur during 2033-2048, again followed by an acceleration in growth.</p><p><strong>Conclusions: </strong>The demand for glaucoma care in Finland will increase by 2070, necessitating proactive resource allocation and continuous monitoring using real-world data to ensure optimal care delivery. Temporary changes in the demand for glaucoma care underscore the need for adaptive forecasting methods. The updated model provides a framework for monitoring trends and informing resource allocation in national eye care systems.</p>\",\"PeriodicalId\":9286,\"journal\":{\"name\":\"BMJ Open Ophthalmology\",\"volume\":\"10 1\",\"pages\":\"\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-08-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12382562/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMJ Open Ophthalmology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1136/bmjophth-2025-002166\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"OPHTHALMOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMJ Open Ophthalmology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1136/bmjophth-2025-002166","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

背景/目的:青光眼是导致永久性视力损害的主要原因之一,随着人口老龄化,其患病率不断上升。本研究旨在评估2004年系统动力学(SD)模型预测芬兰到2023年青光眼药物报销数量的准确性,使用1990-2023年的数据更新模型以预测到2070年的药物使用者,并评估2015-2023年期间观察到的净增长减速是暂时的还是持续的趋势。方法:报销青光眼药物使用者(1986-2023)的数据来源于芬兰社会保险机构,以及芬兰人口预测(2021-2070)。使用历史数据,按年龄组分层,并纳入人口变化、死亡率和迁移,开发了更新的SD模型。根据观察到的趋势验证预测,并使用专家共识和文献估计进行参数化。结果:到2070年,芬兰更新的模型预测青光眼药物报销增加57%(15846人,每1000居民中有28人),主要是由≥75岁人口的增长推动的。更新后的模型反映了2015-2023年报销额净增长的放缓。预计在2033-2048年期间将再次出现类似的放缓,随后再次加速增长。结论:到2070年,芬兰对青光眼护理的需求将会增加,需要积极的资源分配和使用真实数据的持续监测,以确保最佳的护理提供。青光眼护理需求的暂时变化强调了适应性预测方法的必要性。更新后的模型为监测趋势和通报国家眼科保健系统的资源分配提供了框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Forecasting trends in glaucoma medication reimbursees in Finland: updated system dynamics model to 2070.

Forecasting trends in glaucoma medication reimbursees in Finland: updated system dynamics model to 2070.

Forecasting trends in glaucoma medication reimbursees in Finland: updated system dynamics model to 2070.

Forecasting trends in glaucoma medication reimbursees in Finland: updated system dynamics model to 2070.

Background/aims: Glaucoma is among the leading causes of permanent visual impairment, with its prevalence increasing due to population ageing. This study aimed to evaluate the accuracy of the 2004 system dynamics (SD) model predicting the number of glaucoma medication reimbursees in Finland until 2023, update the model using 1990-2023 data to forecast medication users until 2070 and assess whether the observed deceleration in net growth during 2015-2023 represented a temporary or sustained trend.

Methods: Data on reimbursed glaucoma medication users (1986-2023) were sourced from the Finnish Social Insurance Institution, alongside Finnish population projections (2021-2070). An updated SD model was developed using historical data, stratified by age groups, and incorporating demographic shifts, mortality and migration. Predictions were validated against observed trends and parameterised using expert consensus and literature estimates.

Results: By 2070 in Finland, the updated model predicts a 57% increase in glaucoma medication reimbursees (151 846 individuals; 28 per 1000 inhabitants), primarily driven by growth in ≥75-year-old population. The updated model captured the slowdown in net growth of reimbursees in 2015-2023. A similar slowdown is projected to reoccur during 2033-2048, again followed by an acceleration in growth.

Conclusions: The demand for glaucoma care in Finland will increase by 2070, necessitating proactive resource allocation and continuous monitoring using real-world data to ensure optimal care delivery. Temporary changes in the demand for glaucoma care underscore the need for adaptive forecasting methods. The updated model provides a framework for monitoring trends and informing resource allocation in national eye care systems.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
BMJ Open Ophthalmology
BMJ Open Ophthalmology OPHTHALMOLOGY-
CiteScore
3.40
自引率
4.20%
发文量
104
审稿时长
20 weeks
×
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