ArticleDiabetes care2012
The 10-year cost-effectiveness of lifestyle intervention or metformin for diabetes prevention: an intent-to-treat analysis of the DPP/DPPOS.
Article in Diabetes care, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to 2 registered trials, which are not on this map. Cited by 215 papers, 8 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Effect of Real Time Continuous Glucose Monitoring in Subjects With Pre-diabetes
Evaluating the Implementation of the Diabetes Prevention Program in an Integrated Health System
Who cites it
215 citing papers in PubMed, 8 syntheses or guidelines pooled it, 427 citations in OpenAlex.
- Perspectives into the experience of successful, substantial long-term weight-loss maintenance: a systematic review.International journal of qualitative studies on health and well-being · 2021Pooled it
- Effects of metformin on blood lipid profiles in nondiabetic adults: a meta-analysis of randomized controlled trials.Endocrine · 2020Pooled it
- Metformin for prevention or delay of type 2 diabetes mellitus and its associated complications in persons at increased risk for the development of type 2 diabetes mellitus.The Cochrane database of systematic reviews · 2019 · on this mapPooled it
- Diet, physical activity or both for prevention or delay of type 2 diabetes mellitus and its associated complications in people at increased risk of developing type 2 diabetes mellitus.The Cochrane database of systematic reviews · 2017Pooled it
- Pooled it
- A Scoping Review of Behavioral Economic Interventions for Prevention and Treatment of Type 2 Diabetes Mellitus.Current diabetes reports · 2017Pooled it
- Lifestyle Interventions to Prevent Type 2 Diabetes: A Systematic Review of Economic Evaluation Studies.Journal of diabetes research · 2016 · on this mapPooled it
- Economic Evaluation of Combined Diet and Physical Activity Promotion Programs to Prevent Type 2 Diabetes Among Persons at Increased Risk: A Systematic Review for the Community Preventive Services Task Force.Annals of internal medicine · 2015Pooled it
- Trial
- Long-term cardio-metabolic effects of lifestyle intervention among obese Arab women: a 12-year follow-up of a randomized trial.Frontiers in endocrinology · 2026Trial
- Diabetes prevention in the Caribbean using lifestyle intervention and Metformin escalation (LIME): results from a quasi-experimental study.BMC public health · 2025Trial
- Cost-Effectiveness Analysis of an Intensive Lifestyle Intervention Versus Usual Care for Latino Youth With Prediabetes.Pediatric obesity · 2025Trial
- A Multicenter Pilot Randomized Trial of a Lifestyle Intervention to Prevent Type 2 Diabetes in High-Risk Individuals.Nutrients · 2025Trial
- Health economic evaluation alongside randomised clinical trial of a health behaviour intervention to manage type 2 diabetes in Nepal.Global health research and policy · 2024Trial
- Internet of things-based approach for glycemic control in people with type 2 diabetes: A randomized controlled trial.Journal of diabetes investigation · 2024Trial
- An Adaptive Telephone Coaching Intervention for Patients in an Online Weight Loss Program: A Randomized Clinical Trial.JAMA network open · 2024Trial
- Comparison of medical resources and costs among patients with coronary heart disease and impaired glucose tolerance in the Acarbose Cardiovascular Evaluation trial.Journal of diabetes · 2024Trial
- Participant food and activity costs in a translational Diabetes Prevention Program.Translational behavioral medicine · 2021Trial
- Effectiveness of Shared Decision-making for Diabetes Prevention: 12-Month Results from the Prediabetes Informed Decision and Education (PRIDE) Trial.Journal of general internal medicine · 2019Trial
- Trial
155 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
1 author at 1 institution in 2 countries.
Funding
Abstract
objectiveThe Diabetes Prevention Program (DPP) and its Outcomes Study (DPPOS) demonstrated that either intensive lifestyle intervention or metformin could prevent type 2 diabetes in high-risk adults for at least 10 years after randomization. We report the 10-year within-trial cost-effectiveness of the interventions. RESEARCH DESIGN AND
methodsData on resource utilization, cost, and quality of life were collected prospectively. Economic analyses were performed from health system and societal perspectives.
resultsOver 10 years, the cumulative, undiscounted per capita direct medical costs of the interventions, as implemented during the DPP, were greater for lifestyle ($4,601) than metformin ($2,300) or placebo ($769). The cumulative direct medical costs of care outside the DPP/DPPOS were least for lifestyle ($24,563 lifestyle vs. $25,616 metformin vs. $27,468 placebo). The cumulative, combined total direct medical costs were greatest for lifestyle and least for metformin ($29,164 lifestyle vs. $27,915 metformin vs. $28,236 placebo). The cumulative quality-adjusted life-years (QALYs) accrued over 10 years were greater for lifestyle (6.81) than metformin (6.69) or placebo (6.67). When costs and outcomes were discounted at 3%, lifestyle cost $10,037 per QALY, and metformin had slightly lower costs and nearly the same QALYs as placebo.
conclusionsOver 10 years, from a payer perspective, lifestyle was cost-effective and metformin was marginally cost-saving compared with placebo. Investment in lifestyle and metformin interventions for diabetes prevention in high-risk adults provides good value for the money spent.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.