SynthesisJournal of diabetes research2016
Lifestyle Interventions to Prevent Type 2 Diabetes: A Systematic Review of Economic Evaluation Studies.
Synthesis in Journal of diabetes research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04271189 (A Prospective, Randomized, Parallel-group, Adaptive Design Phase IIb/III, Multicenter Study, to Assess the Efficacy of Polychemotherapy for Inducing Remission of Newly Diagnosed Type 2 Diabetes.), which is not on this map. Cited by 41 papers, 7 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.
A Prospective, Randomized, Parallel-group, Adaptive Design Phase IIb/III, Multicenter Study, to Assess the Efficacy of Polychemotherapy for Inducing Remission of Newly Diagnosed Type 2 Diabetes.
Who cites it
41 citing papers in PubMed, 7 syntheses or guidelines pooled 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
- The impact of hypoxia exposure on glucose homeostasis in metabolically compromised humans: A systematic review.Reviews in endocrine & metabolic disorders · 2021Pooled it
- Barriers and Strategies to Lifestyle and Dietary Pattern Interventions for Prevention and Management of TYPE-2 Diabetes in Africa, Systematic Review.Journal of diabetes research · 2020Pooled it
- Decision models of prediabetes populations: A systematic review.Diabetes, obesity & metabolism · 2019Pooled it
- Economic evaluation of community acquired pneumonia management strategies: A systematic review of literature.PloS one · 2019Pooled it
- Health Benefits of Endurance Training: Implications of the Brain-Derived Neurotrophic Factor-A Systematic Review.Neural plasticity · 2019Pooled it
- Pooled it
- Socio-economic factors, mood, primary care utilization, and quality of life as predictors of intervention cessation and chronic stress in a type 2 diabetes prevention intervention (PREVIEW Study).BMC public health · 2023Trial
- Cost-effectiveness of healthy eating and/or physical activity promotion in pregnant women at increased risk of gestational diabetes mellitus: economic evaluation alongside the DALI study, a European multicenter randomized controlled trial.The international journal of behavioral nutrition and physical activity · 2018Trial
- Article
- Efficacy of device-measured physical activity on cardiometabolic outcomes among individuals with abnormal glucose tolerance in Ghana: A pilot randomized controlled trial.Global epidemiology · 2026Article
- Perceived Usability as a Factor Associated with Clinical Outcomes in Mobile Health Diabetes Management: A Bayesian Mediation and Equity Analysis.Journal of clinical medicine · 2026Article
- Effects of physical activity on visual outcomes among type 2 diabetes patients: protocol for a scoping review of randomized controlled trials.Systematic reviews · 2025Article
- Development and validation of a type 2 diabetes model to estimate the cost-effectiveness of diabetes interventions across the care continuum.International journal of technology assessment in health care · 2025Article
- Evaluating the Long-Term Cost-Effectiveness of the English NHS Diabetes Prevention Programme using a Markov Model.PharmacoEconomics - open · 2024Article
- Health Economic Evaluation of a Controlled Lifestyle Intervention: The Healthy Lifestyle Community Program (Cohort 2; HLCP-2).Nutrients · 2023Article
- Cost effectiveness review of text messaging, smartphone application, and website interventions targeting T2DM or hypertension.NPJ digital medicine · 2023Review
- Long-term cost-effectiveness of implementing a lifestyle intervention during pregnancy to reduce the incidence of gestational diabetes and type 2 diabetes.Diabetologia · 2023Article
- Two decades of diabetes prevention efforts: A call to innovate and revitalize our approach to lifestyle change.Diabetes research and clinical practice · 2023Review
- A study protocol for a cluster randomized controlled trial to test the applicability of the South African diabetes prevention program in the Eastern Cape Province of South Africa.BMC public health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective. To summarize key findings of economic evaluations of lifestyle interventions for the primary prevention of type 2 diabetes (T2D) in high-risk subjects. Methods. We conducted a systematic review of peer-reviewed original studies published since January 2009 in English, French, and Spanish. Eligible studies were identified through relevant databases including PubMed, Medline, National Health Services Economic Evaluation, CINHAL, EconLit, Web of sciences, EMBASE, and the Latin American and Caribbean Health Sciences Literature. Studies targeting obesity were also included. Data were extracted using a standardized method. The BMJ checklist was used to assess study quality. The heterogeneity of lifestyle interventions precluded a meta-analysis. Results. Overall, 20 studies were retained, including six focusing on obesity control. Seven were conducted within trials and 13 using modeling techniques. T2D prevention by physical activity or diet or both proved cost-effective according to accepted thresholds, except for five inconclusive studies, three on diabetes prevention and two on obesity control. Most studies exhibited limitations in reporting results, primarily with regard to generalizability and justification of selected sensitivity parameters. Conclusion. This confirms that lifestyle interventions for the primary prevention of diabetes are cost-effective. Such interventions should be further promoted as sound investment in the fight against diabetes.
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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.