Weight loss and modeled cost savings in a digital diabetes prevention program.

IF 1.9 Q3 ENDOCRINOLOGY & METABOLISM
Obesity Science & Practice Pub Date : 2023-03-07 eCollection Date: 2023-08-01 DOI:10.1002/osp4.665
OraLee H Branch, Mohit Rikhy, Lisa A Auster-Gussman, Kimberly G Lockwood, Sarah A Graham
{"title":"Weight loss and modeled cost savings in a digital diabetes prevention program.","authors":"OraLee H Branch, Mohit Rikhy, Lisa A Auster-Gussman, Kimberly G Lockwood, Sarah A Graham","doi":"10.1002/osp4.665","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Participation in the National Diabetes Prevention Program (DPP) can improve individual health through reduced risk of type 2 diabetes and save the healthcare system substantial medical costs associated with a diagnosis of type 2 diabetes and its associated complications. There is less evidence of outcomes and cost savings associated with a fully digital delivery of the DPP.</p><p><strong>Methods: </strong>This study assessed 13,593 members who provided an initial digital weight and subsequently achieved various weight loss and engagement outcomes during their participation in a digital DPP. Analyzed data included both complete observations and missing observations imputed using maximum likelihood estimation. Findings include members' behavioral correlates of weight loss and a literature-based cost-savings estimate associated with achieving three mutually exclusive weight loss or engagement benchmarks: ≥5% weight loss, >2% but <5% weight loss, and completion of ≥4 educational lessons.</p><p><strong>Results: </strong>11,976 members (88%) provided a weight after 2 months of participation, enabling calculation of their weight nadir. Considering complete data, 97% of members maintained or lost weight. Using the imputed data for these calculations, 32.0% of members achieved ≥5%, 32.4% achieved >2% but <5%, 32.0% maintained ±2%, and 3.6% gained weight. Members who lost the most weight achieved their weight nadir furthest into the program (mean day = 189, SE = 1.4) and had the longest active engagement (mean days = 268, SE = 1.4), particularly compared to members who gained weight (mean nadir day = 119, SE = 3.7; active engagement mean days = 199, SE = 4.9) (both <i>p</i> ≤ 0.0001). Modeled 1-year cost-savings estimates ranged from $11,229,160 to $12,960,875.</p><p><strong>Conclusions: </strong>Members of a fully digital DPP achieved clinical and engagement outcomes during their participation in the program that confer important health benefits and cost savings.</p>","PeriodicalId":19448,"journal":{"name":"Obesity Science & Practice","volume":"9 4","pages":"404-415"},"PeriodicalIF":1.9000,"publicationDate":"2023-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10399528/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Obesity Science & Practice","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/osp4.665","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/8/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Participation in the National Diabetes Prevention Program (DPP) can improve individual health through reduced risk of type 2 diabetes and save the healthcare system substantial medical costs associated with a diagnosis of type 2 diabetes and its associated complications. There is less evidence of outcomes and cost savings associated with a fully digital delivery of the DPP.

Methods: This study assessed 13,593 members who provided an initial digital weight and subsequently achieved various weight loss and engagement outcomes during their participation in a digital DPP. Analyzed data included both complete observations and missing observations imputed using maximum likelihood estimation. Findings include members' behavioral correlates of weight loss and a literature-based cost-savings estimate associated with achieving three mutually exclusive weight loss or engagement benchmarks: ≥5% weight loss, >2% but <5% weight loss, and completion of ≥4 educational lessons.

Results: 11,976 members (88%) provided a weight after 2 months of participation, enabling calculation of their weight nadir. Considering complete data, 97% of members maintained or lost weight. Using the imputed data for these calculations, 32.0% of members achieved ≥5%, 32.4% achieved >2% but <5%, 32.0% maintained ±2%, and 3.6% gained weight. Members who lost the most weight achieved their weight nadir furthest into the program (mean day = 189, SE = 1.4) and had the longest active engagement (mean days = 268, SE = 1.4), particularly compared to members who gained weight (mean nadir day = 119, SE = 3.7; active engagement mean days = 199, SE = 4.9) (both p ≤ 0.0001). Modeled 1-year cost-savings estimates ranged from $11,229,160 to $12,960,875.

Conclusions: Members of a fully digital DPP achieved clinical and engagement outcomes during their participation in the program that confer important health benefits and cost savings.

Abstract Image

Abstract Image

Abstract Image

数字化糖尿病预防计划中的体重减轻和成本节约模式。
背景:参与国家糖尿病预防计划(DPP)可以通过降低 2 型糖尿病风险来改善个人健康,并为医疗保健系统节省与 2 型糖尿病诊断及其相关并发症有关的大量医疗费用。关于完全数字化提供 DPP 所带来的结果和成本节约的证据较少:本研究评估了 13,593 名会员,他们提供了初始数字体重,随后在参与数字 DPP 期间取得了各种体重减轻和参与成果。分析的数据包括完整的观测数据和使用最大似然法估算的缺失观测数据。研究结果包括会员体重减轻的行为相关性,以及与实现三个相互排斥的体重减轻或参与基准相关的基于文献的成本节约估算:体重减轻≥5%、体重减轻>2%、体重减轻≥10%、体重减轻≥10%:11,976 名会员(88%)在参与活动 2 个月后提供了体重,从而可以计算出他们的体重最低点。考虑到完整数据,97% 的会员保持或减轻了体重。使用估算数据进行计算,32.0% 的会员体重≥5%,32.4% 的会员体重>2%,但 p≤ 0.0001)。模拟的 1 年成本节约估算值从 11,229,160 美元到 12,960,875 美元不等:全数字化 DPP 的成员在参与计划期间取得了临床和参与成果,带来了重要的健康益处并节约了成本。
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:481959085
Book学术官方微信