ReviewHealthcare (Basel, Switzerland)2024
Effects of Continuous Glucose Monitoring on Glycemic Control in Type 2 Diabetes: A Systematic Review and Meta-Analysis.
Review in Healthcare (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 5 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
17 citing papers in PubMed, 5 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- Usability of Continuous Glucose Monitoring for Older Adults with Type 2 Diabetes: A Systematic Review.Diabetes technology & therapeutics · 2026Pooled it
- Effectiveness of Wearable Devices for Diabetes Management: An Overview of Systematic Reviews and Meta-Analyses.Journal of diabetes research · 2026Pooled it
- Continuous glucose monitoring in type 2 diabetes: a systematic review of barriers and opportunities for care improvement.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2025Pooled it
- Impact of real-time continuous glucose monitoring on glycaemic control in adults with type 2 diabetes: systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled 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 bibliometric analysis of global trends in AI-driven digital health technologies for diabetes management.Medicine · 2026Article
- Glucose Dysregulation as a Driver of Autoimmune Mimicry, Inflammation, and Psychiatric Symptoms: A Narrative Review.Biology · 2026Review
- Cost-effectiveness analysis of Dexcom ONE+ real-time continuous glucose monitoring versus self-monitoring of blood glucose in people with type 2 diabetes in Aotearoa New Zealand.Diabetes, obesity & metabolism · 2026Article
- Exploring the Needs of Health Professionals for a Type 2 Diabetes Remote Patient Monitoring Dashboard for Personalized Care: Focus Group Study.JMIR diabetes · 2026Article
- Grains, Cereals, and Legumes: Implications in Glycemic Index and Perspectives.Foods (Basel, Switzerland) · 2025Article
- Sequential use of continuous glucose monitoring, with or without exercise trackers, significantly improves glycemic control in patients with type 2 diabetes.Diabetology & metabolic syndrome · 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
- Continuous glucose monitoring systems for adolescents and adults living with type 2 diabetes mellitus.The Cochrane database of systematic reviews · 2025Article
- Multimodal AI in Biomedicine: Pioneering the Future of Biomaterials, Diagnostics, and Personalized Healthcare.Nanomaterials (Basel, Switzerland) · 2025Review
- The Role of Neuroinflammation in the Comorbidity of Psychiatric Disorders and Internal Diseases.Healthcare (Basel, Switzerland) · 2025Review
- Fruit Carbohydrates and Their Impact on the Glycemic Index: A Study of Key Determinants.Foods (Basel, Switzerland) · 2025Article
- Exploring the Impact of Social Media on Attaining HbA1c Targets in Individuals with Type 2 Diabetes Mellitus in Iraq: A Cross-Sectional Study.Clinical medicine insights. Endocrinology and diabetes · 2024Article
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 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As the prevalence of diabetes is rapidly increasing, the use of continuous glucose monitoring, which is effective in improving glycemic control in type 2 diabetes, is increasing.
methodsSystematic review was performed according to PRISMA criteria. The search was conducted for articles published until 31 May 2023 in PubMed, CINAHL, Cochrane Library, EMBASE, ClinicalKey, etc. The meta-analysis involved the synthesis of effect size; tests of homogeneity and heterogeneity; trim and fill plot; Egger's regression test; and Begg's test for assessing publication bias.
results491 studies were searched, of which 17 studies that met the selection criteria were analyzed. The overall effect on HbA1c was -0.37 (95% CI, -0.63~-0.11,
conclusionThe results of this study showed that intervention using CGM was effective in reducing HbA1c in type 2 diabetes. The factors identified in this study can be used as guidelines for developing future CGM intervention programs.
Indexed as
Identifiers
What Socratic 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 Socratic graph.