ReviewJournal of diabetes science and technology2019
Behavior Modification in Prediabetes and Diabetes: Potential Use of Real-Time Continuous Glucose Monitoring.
Review in Journal of diabetes science and technology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 44 papers, 2 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.
Use of Continuous Glucose Monitoring in Non-Diabetic Population to Compliment Signos Mobile Health Platform: Comprehensive Weight Optimization Program and Customized Lifestyle Modifications
Use of Signos mHealth Platform in Participants With Non-Insulin Dependent Type 2 Diabetes: Weight and Blood Glucose
A Randomized Controlled Trial Evaluating the Safety and Effectiveness of the Intelligently-Driven Signos System for Personalized Weight Management in Overweight and Obese Adults
Who cites it
44 citing papers in PubMed, 2 syntheses or guidelines pooled it, 100 citations in OpenAlex.
- The correlation between traditional Chinese medicine constitution and prediabetes: a systematic review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Digital Health Interventions to Prevent Type 2 Diabetes Mellitus: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Community-Based Personalised Lifestyle Intervention Guided by Intermittent Continuous Glucose Monitoring in Adults With Type 2 Diabetes: A Multicentre Randomised Controlled Trial.Diabetes, obesity & metabolism · 2026Trial
- The effect of continuous glucose monitoring feedback on glycaemic variability in youth with obesity: A within-participant feasibility study.Pediatric obesity · 2025Trial
- Technology-Enhanced KaiāwhiNa-Based support to Optimise type 2 diabetes management in primary care (TEKNO), a randomised controlled trial study protocol.BMC health services research · 2025Trial
- Randomized Controlled Feasibility Trial of Late 8-Hour Time-Restricted Eating for Adolescents With Type 2 Diabetes.Journal of the Academy of Nutrition and Dietetics · 2024Trial
- Lifestyle Intervention With Smartphone App and isCGM for People at High Risk of Type 2 Diabetes: Randomized Trial.The Journal of clinical endocrinology and metabolism · 2024Trial
- Beyond HbA1c: A CGM-centred three-pillar framework for glycaemic variability in pre-diabetes and type 2 diabetes.Diabetic medicine : a journal of the British Diabetic Association · 2026Review
- Analysis of lifestyle factors related to improving blood glucose metabolism by continuous glucose monitoring: a multicenter study in the Chikugo region.Diabetology international · 2026Article
- Review
- Applying the ORBIT model to design a patient-facing mHealth app for diabetes prevention in urban primary care: translating patient perspectives into app design.Translational behavioral medicine · 2026Article
- Analysis of risk factors for pre-diabetes to diabetes among cadres in Huzhou: A 5-year retrospective study.Journal of medical biochemistry · 2026Article
- Identifying behaviour change techniques within precision health interventions that use continuous glucose monitoring: a secondary analysis of a scoping review.The international journal of behavioral nutrition and physical activity · 2025Article
- Continuous Glucose Monitoring to Guide Lifestyle Choices With a Focus on Nutrition in the Management of Type 2 Diabetes: A Systematic Review and Meta-Analysis.Journal of diabetes science and technology · 2025Review
- Personalized Nutrition in the Era of Digital Health: A New Frontier for Managing Diabetes and Obesity.Food science & nutrition · 2025Review
- Characterising the design and methods of continuous glucose monitoring used in behavioural interventions to inform future research in prediabetes.The Lancet. Digital health · 2025Review
- Article
- Review
- Flash glucose monitoring for Indigenous Australians with type 2 diabetes: a randomised pilot and feasibility study.Pilot and feasibility studies · 2025Article
- Practical Approaches to Continuous Glucose Monitoring in Primary Care: A UK-Based Consensus Opinion.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Real-time continuous glucose monitoring (RT-CGM) provides real time glucose readings to participants wearing the device. The ability to see changes in glucose has the potential to provide immediate feedback to users on food choices and physical activity. The National Diabetes Prevention Program is currently the only reimbursable intervention for diabetes prevention and weight loss. The purpose of this article is to review the CGM literature on measurements other than Hemoglobin A1c (HbA1c) changes and hypoglycemia and discuss RT-CGM potential use as a behavior modification tool for lifestyle changes and weight reduction in people with prediabetes and type 2 diabetes (T2D).
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.