Health-Economic Modelling of Improved Behavior in Insulin Injection Technique in Belgium.

IF 2 Q2 ECONOMICS
PharmacoEconomics Open Pub Date : 2025-03-01 Epub Date: 2024-12-15 DOI:10.1007/s41669-024-00547-x
Kristof Theys, Sofie Vermander, Lieven Annemans, Christophe De Block, Michel P Hermans, Imke Matthys, Frank Nobels, Trung Nguyen, Vanessa Preumont, Katerina Zakrzewska, Frank Vanderdonck
{"title":"Health-Economic Modelling of Improved Behavior in Insulin Injection Technique in Belgium.","authors":"Kristof Theys, Sofie Vermander, Lieven Annemans, Christophe De Block, Michel P Hermans, Imke Matthys, Frank Nobels, Trung Nguyen, Vanessa Preumont, Katerina Zakrzewska, Frank Vanderdonck","doi":"10.1007/s41669-024-00547-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Adequate insulin injection technique (IIT) is crucial to optimize the efficacy of diabetes therapy. Widespread non-practice of injection-site rotation and frequent reuse of insulin pen needles (PN) promote high rates of lipohypertrophy (LH) among people living with diabetes (PwD). LH is associated with increased insulin requirement and suboptimal insulin absorption leading to worsened glycemic control and increased risk for hypoglycemia. Avoiding out-of-the-pocket patient costs of PN could reduce PN reuse, thereby limiting its contribution to LH occurrence.</p><p><strong>Objectives: </strong>A model was developed to compute the impact of a behavior shift in reuse on clinical and economic outcomes for type 1 and insulin-treated type 2 diabetes populations in Belgium.</p><p><strong>Methods: </strong>Patient populations were characterized by treatment-specific characteristics and grouped by their frequency of PN replacement. The intervention was modelled to cause a change in reuse frequency, with the effects propagating downstream of the model. Model and input parameters were based on literature research and expert opinions from a Delphi panel, since available data was found to be limited, incomplete or inconsistent and assumptions were needed.</p><p><strong>Results: </strong>Using the current situation as comparator, this analysis showed a reduction of healthcare expenditures following an improvement in IIT. Considering a 5-year time horizon, this study yields potential savings of 52.6 million euros (28.1-77.9 million euros) when 55% of PwD improve PN reuse behavior.</p><p><strong>Conclusion: </strong>Our model shows that even in an era of technological advances and established diabetes care, lack of adherence to correct IIT has an important impact on economic and health outcomes of PwD in Belgium.</p>","PeriodicalId":19770,"journal":{"name":"PharmacoEconomics Open","volume":" ","pages":"259-270"},"PeriodicalIF":2.0000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11865415/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"PharmacoEconomics Open","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s41669-024-00547-x","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/15 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Adequate insulin injection technique (IIT) is crucial to optimize the efficacy of diabetes therapy. Widespread non-practice of injection-site rotation and frequent reuse of insulin pen needles (PN) promote high rates of lipohypertrophy (LH) among people living with diabetes (PwD). LH is associated with increased insulin requirement and suboptimal insulin absorption leading to worsened glycemic control and increased risk for hypoglycemia. Avoiding out-of-the-pocket patient costs of PN could reduce PN reuse, thereby limiting its contribution to LH occurrence.

Objectives: A model was developed to compute the impact of a behavior shift in reuse on clinical and economic outcomes for type 1 and insulin-treated type 2 diabetes populations in Belgium.

Methods: Patient populations were characterized by treatment-specific characteristics and grouped by their frequency of PN replacement. The intervention was modelled to cause a change in reuse frequency, with the effects propagating downstream of the model. Model and input parameters were based on literature research and expert opinions from a Delphi panel, since available data was found to be limited, incomplete or inconsistent and assumptions were needed.

Results: Using the current situation as comparator, this analysis showed a reduction of healthcare expenditures following an improvement in IIT. Considering a 5-year time horizon, this study yields potential savings of 52.6 million euros (28.1-77.9 million euros) when 55% of PwD improve PN reuse behavior.

Conclusion: Our model shows that even in an era of technological advances and established diabetes care, lack of adherence to correct IIT has an important impact on economic and health outcomes of PwD in Belgium.

比利时胰岛素注射技术改进行为的卫生经济模型。
背景:适当的胰岛素注射技术是优化糖尿病治疗效果的关键。注射部位轮换的普遍不实践和胰岛素笔针(PN)的频繁重复使用促进了糖尿病(PwD)患者中脂肪肥大(LH)的高发率。LH与胰岛素需求增加和胰岛素吸收不理想相关,导致血糖控制恶化和低血糖风险增加。避免患者自付的PN费用可以减少PN的重复使用,从而限制其对LH发生的贡献。目的:开发了一个模型来计算比利时1型和胰岛素治疗的2型糖尿病人群在重复使用中行为转变对临床和经济结果的影响。方法:患者群体以治疗特异性特征为特征,并根据其PN置换频率进行分组。对干预进行建模,以引起重用频率的变化,其影响向模型的下游传播。模型和输入参数是基于文献研究和专家意见从德尔菲小组,因为现有的数据被发现是有限的,不完整或不一致的,需要假设。结果:使用现状作为比较,该分析显示,在IIT改善后,医疗保健支出减少。考虑到5年的时间跨度,当55%的PwD改善PN再利用行为时,该研究可节省5260万欧元(281 - 7790万欧元)。结论:我们的模型表明,即使在技术进步和建立糖尿病护理的时代,缺乏对正确IIT的坚持对比利时PwD的经济和健康结果有重要影响。
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:481959085
Book学术官方微信