SynthesisAnnals of internal medicine2015
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.
Synthesis in Annals of internal medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 80 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
80 citing papers in PubMed, 8 syntheses or guidelines pooled it.
- Diabetes care components effectively implemented in the ASEAN health systems: an umbrella review of systematic reviews.BMJ open · 2023Pooled it
- Economic Evaluation of Health Behavior Interventions to Prevent and Manage Type 2 Diabetes Mellitus in Asia: A Systematic Review of Randomized Controlled Trials.International journal of environmental research and public health · 2022Pooled it
- Economic evaluation of physical activity interventions for type 2 diabetes management: a systematic review.European journal of public health · 2022Pooled it
- Long-term Sustainability of Diabetes Prevention Approaches: A Systematic Review and Meta-analysis of Randomized Clinical Trials.JAMA internal medicine · 2017Pooled it
- Pooled it
- The Effectiveness and Cost of Lifestyle Interventions Including Nutrition Education for Diabetes Prevention: A Systematic Review and Meta-Analysis.Journal of the Academy of Nutrition and Dietetics · 2017Pooled it
- Effectiveness of Program Modification Strategies of the Diabetes Prevention Program: A Systematic Review.The Diabetes educator · 2016Pooled it
- A systematic review of real-world diabetes prevention programs: learnings from the last 15 years.Implementation science : IS · 2015 · on this mapPooled it
- Hybrid Health IT and Telehealth-Delivered Behavioral Weight Loss Services for Primary Care Patients With Cardiovascular Risk Factors: Intervention Component Design and Pragmatic Randomized Feasibility Trial.JMIR mHealth and uHealth · 2025Trial
- Assessing the implementation of a clinical decision support tool in primary care for diabetes prevention: a qualitative interview study using the Consolidated Framework for Implementation Science.BMC medical informatics and decision making · 2022Trial
- Effectiveness of two procedures for deploying a facilitated collaborative modeling implementation strategy-the PVS-PREDIAPS strategy-to optimize type 2 diabetes prevention in primary care: the PREDIAPS cluster randomized hybrid type II implementation trial.Implementation science : IS · 2021Trial
- Participant food and activity costs in a translational Diabetes Prevention Program.Translational behavioral medicine · 2021Trial
- A Factorial Experiment to Optimize Remotely Delivered Behavioral Treatment for Obesity: Results of the Opt-IN Study.Obesity (Silver Spring, Md.) · 2020Trial
- Cost-effectiveness of the SLIMMER diabetes prevention intervention in Dutch primary health care: economic evaluation from a randomised controlled trial.BMC health services research · 2019Trial
- Resist diabetes: A randomized clinical trial for resistance training maintenance in adults with prediabetes.PloS one · 2017Trial
- Effects of a lifestyle program in subjects with Impaired Fasting Glucose, a pragmatic cluster-randomized controlled trial.BMC family practice · 2015Trial
- Review
- Enhancing personal capacities in families with or at risk of type 2 diabetes: qualitative investigation of the GO EASY intervention.BMC public health · 2026Article
- Physician versus patient use of AI for diabetes prevention: public perceptions and comfort levels.Frontiers in digital health · 2026Article
- Effectiveness of Arm Swing Exercise on Comprehensive Health Outcomes: A Systematic Review and Meta-Analysis.Healthcare (Basel, Switzerland) · 2025Review
20 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
backgroundDiabetes is a highly prevalent and costly disease. Studies indicate that combined diet and physical activity promotion programs can prevent type 2 diabetes among persons at increased risk. PURPOSE: To systematically evaluate the evidence on cost, cost-effectiveness, and cost-benefit estimates of diet and physical activity promotion programs. DATA SOURCES: Cochrane Library, EMBASE, MEDLINE, PsycINFO, Sociological Abstracts, Web of Science, EconLit, and CINAHL through 7 April 2015. STUDY SELECTION: English-language studies from high-income countries that provided data on cost, cost-effectiveness, or cost-benefit ratios of diet and physical activity promotion programs with at least 2 sessions over at least 3 months delivered to persons at increased risk for type 2 diabetes. DATA EXTRACTION: Dual abstraction and assessment of relevant study details. DATA SYNTHESIS: Twenty-eight studies were included. Costs were expressed in 2013 U.S. dollars. The median program cost per participant was $653. Costs were lower for group-based programs (median, $417) and programs implemented in community or primary care settings (median, $424) than for the U.S. DPP (Diabetes Prevention Program) trial and the DPP Outcomes Study ($5881). Twenty-two studies assessed the incremental cost-effectiveness ratios (ICERs) of the programs. From a health system perspective, 16 studies reported a median ICER of $13 761 per quality-adjusted life-year (QALY) saved. Group-based programs were more cost-effective (median, $1819 per QALY) than those that used individual sessions (median, $15 846 per QALY). No cost-benefit studies were identified. LIMITATION: Information on recruitment costs and cost-effectiveness of translational programs implemented in community and primary care settings was limited.
conclusionDiet and physical activity promotion programs to prevent type 2 diabetes are cost-effective among persons at increased risk. Costs are lower when programs are delivered to groups in community or primary care settings. PRIMARY FUNDING SOURCE: None.
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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.