ReviewDiabetes technology & therapeutics2021
Type 2 Diabetes and the Use of Real-Time Continuous Glucose Monitoring.
Review in Diabetes technology & therapeutics, 2021. 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 51 papers, 4 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.
Glucose Monitoring After Acute Myocardial Infarct in People With Diabetes
Continuous Intraoperative Glucose Monitoring: A Pilot Study
A Participatory Approach to Support Glucose Tolerance Tracking in Real-Life of Patients With Type 2 Diabetes
Who cites it
51 citing papers in PubMed, 4 syntheses or guidelines pooled it, 94 citations in OpenAlex.
- Continuous glucose monitoring in type 2 diabetes: Evidence for glycaemic metrics and patient-reported outcomes.Diabetic medicine : a journal of the British Diabetic Association · 2026Pooled it
- Impact of continuous glucose monitoring on patient-reported outcomes in adults with type 2 diabetes: a Systematic Review and meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Continuous glucose monitoring in adults with type 2 diabetes: a systematic review and meta-analysis.Diabetologia · 2024Pooled it
- The impact of structured self-monitoring of blood glucose on clinical, behavioral, and psychosocial outcomes among adults with non-insulin-treated type 2 diabetes: a systematic review and meta-analysis.Frontiers in clinical diabetes and healthcare · 2023Pooled it
- Trial
- Effects of basic carbohydrate counting versus standard dietary care for glycaemic control in type 2 diabetes (The BCC Study): a randomised, controlled trial.Nutrition & diabetes · 2024Trial
- Glycated albumin: An old yet new biomarker in people with diabetes and the potential for novel applications.Journal of diabetes investigation · 2026Review
- Burden and Risk Factors of CGM-Detected Hypoglycemia in Older Adults With Type 2 Diabetes.Journal of the American Geriatrics Society · 2026Article
- Digital Management of Early-Onset Type 2 Diabetes: Empowerment, Challenges, and Future Outlook.Current diabetes reports · 2026Review
- Barriers to use of continuous glucose monitoring among adults with type 2 diabetes.Diabetes research and clinical practice · 2026Article
- Exploring Perspectives and Challenges to Type 2 Diabetes Self-management in Haitian American Immigrants in the COVID-19 Era: An Emic View.Journal of racial and ethnic health disparities · 2026Article
- Addressing barriers to CGM prescriptions in primary care: a quality improvement initiative.BMJ open quality · 2026Article
- Psychological Aspects and Implications of Food Addiction and Glucose Control in Type 2 Diabetes: A Pilot Mixed-Methods Study.Healthcare (Basel, Switzerland) · 2026Article
- Cost-Utility Analysis of FreeStyle Libre Systems in People with Type 2 Diabetes Mellitus on Treatment with Basal Insulin and Poor Glycemic Control in Spain.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Article
- Dynamic versus Static Metabolic Models for Predicting ECG-Defined Cardiovascular Risk in Elderly MAFLD: A Three-Year Cohort Study.Clinical interventions in aging · 2026Article
- Article
- Bridging Distance, Delivering Care: Pediatric Tele-Nutrition in the Digital Health Era-A Narrative Review.Healthcare (Basel, Switzerland) · 2025Review
- 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
- Continuous glucose monitoring in non-insulin-dependent type-2 diabetes - rationale for CGM-NIDDM study.Diabetology & metabolic syndrome · 2025Review
- Exploring Combined Use of Continuous Glucose Monitoring and Anti-Diabetes Medications on Glycaemic Control for People With Type 2 Diabetes Not Using Insulin.Endocrinology, diabetes & metabolism · 2025 · on this mapObservational
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 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The role of continuous glucose monitoring (CGM) in type 1 diabetes (T1D) is well established in improving glycemic control and reducing hypoglycemia. Type 2 diabetes (T2D) is more prevalent than T1D and management of T2D is more heterogeneous, requiring treatment ranging from lifestyle modification to oral medications to intensive insulin therapy. Recent randomized controlled trials in intensively insulin-treated T2D demonstrated the efficacy and safety of real-time CGM (rtCGM) in reducing glycated hemoglobin without increasing hypoglycemia. Although evidence is limited, early studies have indicated a role for rtCGM in selected patients with non-insulin requiring T2D to improve glycemic control and/or reduce hypoglycemia. Based on literature review, we summarized current data on the use of rtCGM in T2D management and provided future research direction to generate more evidence on the utility of CGM in this population.
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.