SynthesisBMJ (Clinical research ed.)2011
Glycaemic control in type 1 diabetes during real time continuous glucose monitoring compared with self monitoring of blood glucose: meta-analysis of randomised controlled trials using individual patient data.
Synthesis in BMJ (Clinical research ed.), 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 218 papers, 16 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.
Clinical Assessment of a Novel Microprobe Array Continuous Glucose Monitor for Type 1 Diabetes
A Randomized Trial of the Effect of Continuous Glucose Monitoring (CGM) in Individuals With Type 1 Diabetes Treated With Multiple Daily Insulin Injections (MDI)
Assessment of the Accuracy of Continuous Glucose Sensors in People With Diabetes Undergoing Haemodialysis
Implementation of Networked Continuous Glucose Monitoring With Telemetry Within the Intensive Care Unit (ICU-TeleCGM)
Who cites it
218 citing papers in PubMed, 16 syntheses or guidelines pooled it, 533 citations in OpenAlex.
- Effectiveness of Wearable Devices for Diabetes Management: An Overview of Systematic Reviews and Meta-Analyses.Journal of diabetes research · 2026Pooled it
- Using technology to support diabetes care in hospital: Guidelines from the Joint British Diabetes Societies for Inpatient Care (JBDS-IP) group and Diabetes Technology Network (DTN) UK.Diabetic medicine : a journal of the British Diabetic Association · 2025Guideline
- Equity of Continuous Glucose Monitoring in Children and Young People With Type 1 Diabetes: A Systematic Review.Pediatric diabetes · 2025Pooled it
- International Society for Pediatric and Adolescent Diabetes Clinical Practice Consensus Guidelines 2024 Diabetes Technologies: Glucose Monitoring.Hormone research in paediatrics · 2024Guideline
- The Efficacy and Frequency of Self-monitoring of Blood Glucose in Non-insulin-Treated T2D Patients: a Systematic Review and Meta-analysis.Journal of general internal medicine · 2023Pooled it
- A systematic review: Cost-effectiveness of continuous glucose monitoring compared to self-monitoring of blood glucose in type 1 diabetes.Endocrinology, diabetes & metabolism · 2022Pooled it
- Intermittently Scanned and Continuous Glucose Monitor Systems: A Systematic Review on Psychological Outcomes in Pediatric Patients.Frontiers in pediatrics · 2021Pooled it
- Cost-effectiveness of health technologies in adults with type 1 diabetes: a systematic review and narrative synthesis.Systematic reviews · 2020Pooled it
- Efficacy and safety of flash glucose monitoring in patients with type 1 and type 2 diabetes: a systematic review and meta-analysis.BMJ open diabetes research & care · 2020Pooled it
- Cutaneous Complications With Continuous or Flash Glucose Monitoring Use: Systematic Review of Trials and Observational Studies.Journal of diabetes science and technology · 2020Pooled it
- Non-transdermal microneedles for advanced drug delivery.Advanced drug delivery reviews · 2020Pooled it
- Techniques of monitoring blood glucose during pregnancy for women with pre-existing diabetes.The Cochrane database of systematic reviews · 2019Pooled it
- Techniques of monitoring blood glucose during pregnancy for women with pre-existing diabetes.The Cochrane database of systematic reviews · 2017Pooled it
- Psychosocial assessment of artificial pancreas (AP): commentary and review of existing measures and their applicability in AP research.Diabetes technology & therapeutics · 2015Pooled it
- Interventions to improve safe and effective medicines use by consumers: an overview of systematic reviews.The Cochrane database of systematic reviews · 2014Pooled it
- The evidence base for diabetes technology: appropriate and inappropriate meta-analysis.Journal of diabetes science and technology · 2013Pooled it
- The Impact of Baseline User Characteristics on the Benefits of Real-Time Versus Intermittently Scanned Continuous Glucose Monitoring in Adults With Type 1 Diabetes: Moderator Analyses of the ALERTT1 Trial.Journal of diabetes science and technology · 2024Trial
- Trial
- Composite Metric of Glycemic Control Q-Score Is Elevated in Pediatric and Adolescent/Young Adult Hematopoietic Stem Cell Transplant Recipients.Diabetes technology & therapeutics · 2023Trial
- Implantable and transcutaneous continuous glucose monitoring system: a randomized cross over trial comparing accuracy, efficacy and acceptance.Journal of endocrinological investigation · 2022Trial
158 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo determine the clinical effectiveness of real time continuous glucose monitoring compared with self monitoring of blood glucose in type 1 diabetes.
designMeta-analysis of randomised controlled trials. DATA SOURCES: Cochrane database for randomised controlled trials, Ovid Medline, Embase, Google Scholar, lists of papers supplied by manufacturers of continuous glucose monitors, and cited literature in retrieved articles. Studies reviewed Randomised controlled trials of two or more months' duration in men and non-pregnant women with type 1 diabetes that compared real time continuous glucose monitoring with self monitoring of blood glucose and where insulin delivery was the same in both arms. Analysis Two step meta-analysis of individual patient data with the primary outcome of final glycated haemoglobin (HbA(1c)) percentage and area under the curve of hypoglycaemia (glucose concentration <3.9 mmol/L) during either treatment, followed by one step metaregression exploring patient level determinants of HbA(1c) and hypoglycaemia.
resultsSix trials were identified, consisting of 449 patients randomised to continuous glucose monitoring and 443 to self monitoring of blood glucose. The overall mean difference in HbA(1c) for continuous glucose monitoring versus self monitoring of blood glucose was -0.30% (95% confidence interval -0.43% to -0.17%) (-3.0, -4.3 to -1.7 mmol/mol). A best fit regression model of determinants of final HbA(1c) showed that for every one day increase of sensor usage per week the effect of continuous glucose monitoring versus self monitoring of blood glucose increased by 0.150% (95% credibility interval -0.194% to -0.106%) (1.5, -1.9 to -1.1 mmol/mol) and every 1% (10 mmol/mol) increase in baseline HbA(1c) increased the effect by 0.126% (-0.257% to 0.0007%) (1.3, -2.6 to 0.0 mmol/mol). The model estimates that, for example, a patient using the sensor continuously would experience a reduction in HbA(1c) of about 0.9% (9 mmol/mol) when the baseline HbA(1c) is 10% (86 mmol/mol). The overall reduction in area under the curve of hypoglycaemia was -0.28 (-0.46 to -0.09), corresponding to a reduction in median exposure to hypoglycaemia of 23% for continuous glucose monitoring compared with self monitoring of blood glucose. In a best fit regression model, baseline area under the curve of hypoglycaemia was only weakly related to the effect of continuous glucose monitoring compared with self monitoring of blood glucose on hypoglycaemia outcome, and sensor usage was unrelated to hypoglycaemia at outcome.
conclusionsContinuous glucose monitoring was associated with a significant reduction in HbA(1c) percentage, which was greatest in those with the highest HbA(1c) at baseline and who most frequently used the sensors. Exposure to hypoglycaemia was also reduced during continuous glucose monitoring. The most cost effective or appropriate use of continuous glucose monitoring is likely to be when targeted at people with type 1 diabetes who have continued poor control during intensified insulin therapy and who frequently use continuous glucose monitoring.
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.