ReviewJournal of diabetes investigation2018
Effectiveness and acceptability of continuous glucose monitoring for type 2 diabetes management: A narrative review.
Review in Journal of diabetes investigation, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 57 papers, 6 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 Effects of Professional Continuous Glucose Monitoring as an Adjuvant Educational Tool in Patients With Type 2 Diabetes and Poor Glycemic Control
Continuous GLUCOse Monitoring System With a SENSor Compared to Fingerstick Glucose Monitoring in Surgical Wards (GLUCOSENS)
Who cites it
57 citing papers in PubMed, 6 syntheses or guidelines pooled it, 100 citations in OpenAlex.
- [Diabetes technology (Update 2026)].Wiener klinische Wochenschrift · 2026Guideline
- Usability of Continuous Glucose Monitoring for Older Adults with Type 2 Diabetes: A Systematic Review.Diabetes technology & therapeutics · 2026Pooled it
- Interventions for Aboriginal and Torres Strait Islander people with type 2 diabetes that modify its management and cardiometabolic risk factors: a systematic review.The Medical journal of Australia · 2024Pooled it
- Effectiveness of continuous glucose monitoring in patient management of Type 2 Diabetes Mellitus: an umbrella review of systematic reviews from 2011 to 2024.Archives of public health = Archives belges de sante publique · 2024Pooled it
- A Systematic Review of Collective Evidences Investigating the Effect of Diabetes Monitoring Systems and Their Application in Health Care.Frontiers in endocrinology · 2021Pooled it
- Application and Utility of Continuous Glucose Monitoring in Pregnancy: A Systematic Review.Frontiers in endocrinology · 2019Pooled 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
- 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
- A randomized clinical trial comparing low-fat with precision nutrition-based diets for weight loss: impact on glycemic variability and HbA1c.The American journal of clinical nutrition · 2023Trial
- Development of a Deep Learning Model for Dynamic Forecasting of Blood Glucose Level for Type 2 Diabetes Mellitus: Secondary Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2019Trial
- Efficacy of the digital therapeutic glucura combined with CGM in the treatment of type 2 diabetes: a randomised controlled trial over 6 months.Diabetologia · 2026Article
- The Upfront Effectiveness of a 6-Week Continuous Glucose Monitoring Intervention for Non-Insulin-Using Individuals With Type 2 Diabetes Is No Longer Detectable at 6-12 Months: An Observational Follow-Up of a Randomized Trial Cohort.Diabetes, obesity & metabolism · 2026Article
- Analysis of lifestyle factors related to improving blood glucose metabolism by continuous glucose monitoring: a multicenter study in the Chikugo region.Diabetology international · 2026Article
- Device-measured baseline physical activity is associated with 24-h CGM glycemic responses and 12-week time-in-range after mixed exercise training in type 2 diabetes: a randomised crossover trial.BMC sports science, medicine & rehabilitation · 2026Article
- Systematic Review of Continuous Glucose Monitoring and Its Effect on Quality of Life in Type 2 Diabetes Mellitus.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Review
- Silence, Awkwardness and Discomfort: Understanding How Health Interventions Fail-An Ethnographic Study of a Peer Support Intervention for People With Type 2 Diabetes in Denmark.Sociology of health & illness · 2025Article
- Who is using continuous glucose monitoring for type 2 diabetes management? A scoping review protocol.BMJ open · 2025Article
- Enhancing Type 2 Diabetes Care With CGM Integration: Insights From an Italian Expert Group.Diabetes/metabolism research and reviews · 2025Review
- Seasonal, weekly, and individual variations in long-term use of wearable medical devices for diabetes management.Scientific reports · 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
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The present narrative review discusses the role of continuous glucose monitoring (CGM) in glycemic and weight control, and lifestyle behavior adherence in adults with type 2 diabetes. A literature search from January 2001 to November 2017 was carried out (MEDLINE, CINAHL, Web of Science and Scopus). Eligible studies were trials evaluating the use of CGM with the aim of achieving glucose control or lifestyle-related treatment adherence over a period of ≥8 weeks in adults with type 2 diabetes compared with usual care or another comparison intervention, or observational trials reporting CGM user experience. A total of 5,542 participants were recruited into 11 studies (eight randomized controlled trials [n = 5,346] and three observational studies [n = 196]). The sample size ranged 6-4,678 participants, the mean age was 51.7-60.0 years and diabetes duration was 2.1-19.2 years, with high heterogeneity between studies. Overall, the available evidence showed, compared with traditional self-monitoring of blood glucose levels, CGM promoted greater reductions in glycated hemoglobin, bodyweight and caloric intake; higher adherence rating to a personal eating plan; and increases in physical activity. High compliance to CGM wear-time and device calibration was reported (>90%). The addition of lifestyle and/or behavioral counseling to CGM appeared to further potentiate these improvements. Preliminary evidence suggests that CGM use promotes glycemic and weight control, and lifestyle behavior adherence in adults with type 2 diabetes. These benefits might be further enhanced with integration of diet, exercise, and glucose excursion education and counseling. However, specific attributes of effective interventions and the application of CGM information for promoting improved outcomes and healthier choices remain unclear.
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.