Does Digital Make a Difference? Willingness-to-Pay for Digital Versus Offline Weight Loss in Germany.

IF 2.5 Q3 ENDOCRINOLOGY & METABOLISM
Obesity Science & Practice Pub Date : 2026-05-21 eCollection Date: 2026-06-01 DOI:10.1002/osp4.70151
Kevin Helms, Stefan K Lhachimi, Wolf Rogowski, Oliver Lange
{"title":"Does Digital Make a Difference? Willingness-to-Pay for Digital Versus Offline Weight Loss in Germany.","authors":"Kevin Helms, Stefan K Lhachimi, Wolf Rogowski, Oliver Lange","doi":"10.1002/osp4.70151","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Germany introduced both digital health applications (DiGA) and an \"offline\" structured disease management program (DMP) for obesity within statutory health insurance. Given limited resources and ongoing reimbursement decisions, evidence on how individuals with obesity assessed the value of intervention delivery in terms of their willingness to pay (WTP) remained limited.</p><p><strong>Objective: </strong>This study assessed the WTP of individuals with obesity (BMI ≥ 30 kg/m<sup>2</sup>) for a DiGA and a structured \"offline\" DMP and examined whether digital interventions better aligned with their preferences than offline interventions.</p><p><strong>Methods: </strong>An online contingent valuation survey was conducted among 424 participants with a BMI ≥ 30 kg/m<sup>2</sup> in Germany. Monthly WTP under a hypothetical non-coverage scenario was analyzed in relation to participants' demographic and socioeconomic characteristics using a two-part regression model.</p><p><strong>Results: </strong>The mean WTP for the DiGA was €16.15 per month (95% CI: €14.22-€18.09) and was significantly positively associated with older age (€0.24 higher per year, <i>p</i> = 0.02) and higher digital affinity (€6.91 higher per unit, <i>p</i> = 0.01). The mean WTP for the DMP was €18.70 per month (95% CI: €16.52-€20.90) and was significantly positively associated with female sex (€6.20 higher, <i>p</i> = 0.02) and higher digital infrastructure (€2.63 higher per unit, <i>p</i> = 0.04).</p><p><strong>Conclusion: </strong>Respondents showed a positive WTP for weight loss interventions, yet at an amount far below DiGA manufacturer prices of approximately €70 per month. The small difference between digital and offline formats suggested that the perceived effectiveness of the intervention had a greater influence on WTP than the format.</p>","PeriodicalId":19448,"journal":{"name":"Obesity Science & Practice","volume":"12 3","pages":"e70151"},"PeriodicalIF":2.5000,"publicationDate":"2026-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13240293/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Obesity Science & Practice","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/osp4.70151","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/6/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Germany introduced both digital health applications (DiGA) and an "offline" structured disease management program (DMP) for obesity within statutory health insurance. Given limited resources and ongoing reimbursement decisions, evidence on how individuals with obesity assessed the value of intervention delivery in terms of their willingness to pay (WTP) remained limited.

Objective: This study assessed the WTP of individuals with obesity (BMI ≥ 30 kg/m2) for a DiGA and a structured "offline" DMP and examined whether digital interventions better aligned with their preferences than offline interventions.

Methods: An online contingent valuation survey was conducted among 424 participants with a BMI ≥ 30 kg/m2 in Germany. Monthly WTP under a hypothetical non-coverage scenario was analyzed in relation to participants' demographic and socioeconomic characteristics using a two-part regression model.

Results: The mean WTP for the DiGA was €16.15 per month (95% CI: €14.22-€18.09) and was significantly positively associated with older age (€0.24 higher per year, p = 0.02) and higher digital affinity (€6.91 higher per unit, p = 0.01). The mean WTP for the DMP was €18.70 per month (95% CI: €16.52-€20.90) and was significantly positively associated with female sex (€6.20 higher, p = 0.02) and higher digital infrastructure (€2.63 higher per unit, p = 0.04).

Conclusion: Respondents showed a positive WTP for weight loss interventions, yet at an amount far below DiGA manufacturer prices of approximately €70 per month. The small difference between digital and offline formats suggested that the perceived effectiveness of the intervention had a greater influence on WTP than the format.

数字化有影响吗?在德国,数字减肥与线下减肥的付费意愿。
背景:德国在法定健康保险中引入了数字健康应用程序(DiGA)和“离线”结构化疾病管理计划(DMP)。鉴于有限的资源和正在进行的报销决策,关于肥胖个体如何根据其支付意愿(WTP)评估干预交付价值的证据仍然有限。目的:本研究评估了肥胖个体(BMI≥30 kg/m2)对DiGA和结构化“离线”DMP的WTP,并检查了数字干预是否比离线干预更符合他们的偏好。方法:在德国对424名BMI≥30 kg/m2的参与者进行在线条件评估调查。使用两部分回归模型分析了假设无覆盖情景下的月WTP与参与者的人口统计学和社会经济特征的关系。结果:DiGA的平均WTP为每月16.15欧元(95% CI: 14.22- 18.09欧元),并且与年龄较大(每年增加0.24欧元,p = 0.02)和更高的数字亲和力(每单位增加6.91欧元,p = 0.01)显著正相关。DMP的平均WTP为每月18.70欧元(95% CI: 16.52- 20.90欧元),与女性性别(高6.20欧元,p = 0.02)和更高的数字基础设施(每单位高2.63欧元,p = 0.04)显著正相关。结论:受访者在减肥干预方面显示出积极的WTP,但其金额远低于DiGA制造商每月约70欧元的价格。数字格式和离线格式之间的微小差异表明,干预的感知有效性对WTP的影响大于格式。
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
Obesity Science & Practice
Obesity Science & Practice ENDOCRINOLOGY & METABOLISM-
CiteScore
4.20
自引率
4.50%
发文量
73
审稿时长
29 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
小红书