ArticleCureus2019
Continuous Glucose Monitoring Versus Self-monitoring of Blood Glucose in Type 2 Diabetes Mellitus: A Systematic Review with Meta-analysis.
Article in Cureus, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 9 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
56 citing papers in PubMed, 9 syntheses or guidelines pooled it, 110 citations in OpenAlex.
- Usability of Continuous Glucose Monitoring for Older Adults with Type 2 Diabetes: A Systematic Review.Diabetes technology & therapeutics · 2026Pooled 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
- The efficacy of using continuous glucose monitoring as a behaviour change tool in populations with and without diabetes: a systematic review and meta-analysis of randomised controlled trials.The international journal of behavioral nutrition and physical activity · 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
- Continuous glucose monitoring in adults with type 2 diabetes: a systematic review and meta-analysis.Diabetologia · 2024Pooled it
- ISPAD Clinical Practice Consensus Guidelines 2024: Type 2 Diabetes in Children and Adolescents.Hormone research in paediatrics · 2024Guideline
- Pooled it
- Correlation between time on target and glycated hemoglobin in people with diabetes mellitus: systematic review.Revista latino-americana de enfermagem · 2023Pooled 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
- Continuous glucose monitoring-based time-in-range using insulin glargine 300 units/ml versus insulin degludec 100 units/ml in type 1 diabetes: The head-to-head randomized controlled InRange trial.Diabetes, obesity & metabolism · 2023Trial
- Prospective evaluation of the effect of smartphone electrocardiogram usage on anticoagulant medication compliance.Journal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing · 2022Trial
- A Prospective Multicenter Assessment of the Accuracy and Safety of the Yuwell CT3 Real-Time Continuous Glucose Monitoring System in Patients With Diabetes Over 14 Days.Journal of diabetes · 2026Article
- Perspectives on Continuous Glucose Monitoring Among Adults with Type 2 Diabetes in the United Kingdom: Cross-Sectional Survey.JMIR formative research · 2026Article
- MiRNAs in hyperglycemia-induced metabolic memory: established mechanisms and emerging nuclear activation concepts.Diabetology & metabolic syndrome · 2026Review
- Experiences of People With Poorly Controlled Type 2 Diabetes Using Telemonitoring: Qualitative Study Embedded in a Feasibility Trial.JMIR formative research · 2026Article
- Feeling safe by means of remote cardiac rhythm surveillance after open cardiac surgery: a mixed method pilot feasibility study.Journal of cardiothoracic surgery · 2026Article
- Optimizing Continuous Glucose Monitoring Adoption in India: From Current Challenges to Future Solutions.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Review
- The current status and emerging trends in the application of precision nutrition for the comprehensive, lifecycle-based management of chronic liver diseases.Frontiers in nutrition · 2026Review
- Sustained low-efficiency dialysis-an old method but possibly a new solution for environmental nephrology.Renal failure · 2025Review
- Digital Innovation and Integrated Care in People With Diabetes in Western Sydney: Retrospective Cohort Study.JMIR diabetes · 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
8 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Every eleventh adult has diabetes, and every third has prediabetes. Over 95% of diabetics are of type 2. It is well established that diabetes doubles the risk of heart disease and stroke apart from increasing the risk of microvascular complications. Hence, strict glycemic control is necessary. However, it increases the risk of hypoglycemia, especially in patients with longstanding diabetes. Continuous glucose monitors (CGM) use a sensor to continuously measure the glucose levels in the interstitial fluid every 10 seconds and gives out mean values every five minutes. CGMs are emerging tools in the management of type 2 diabetes. The prime objective of this review is to find out if there is enough supporting evidence, suggesting that continuous glucose monitoring is more effective than self-monitoring of blood glucose (SMBG) in type 2 diabetes. We conducted a systematic literature search in Medline (PubMed) looking for any studies addressing our objective. It is observed that there is a varying level of evidence supporting that employing a CGM can reduce glycated hemoglobin (HbA1c), hypoglycemic events, and increase patient satisfaction. However, some studies reported no significant benefits. This systematic review with meta-analysis concludes that the use of CGM in type 2 diabetes mellitus (T2DM) is beneficial, as it significantly reduces HbA1c compared to the usual method of SMBG. The pooled mean difference in HbA1c was -0.25 (-0.45, -0.06) and statistically significant (at
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.