ArticleDiabetes technology & therapeutics2019
Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems.
Article in Diabetes technology & therapeutics, 2019. 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 32 papers.
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.
Impact of Continuous Glucose Monitoring (CGM) With Predictive Alarm for Hypoglycemia (Guardian Connect System) on Glycemic Control and Hypoglycemia Management in a Group of Adolescents With Type 1 Diabetes Mellitus Treated With Multiple Daily Insulin Injections (MDI).
Three-arm Pragmatic Randomized Study on the Effectiveness, Feasibility, Acceptability, and Cost of the Use of Continuous Glucose Monitoring Devices Among People Living With Type 1 Diabetes in South Africa
Use of Continuous Glucose Monitoring Devices Among People Living With Type 1 Diabetes in Kenya: A Three-arm Pragmatic Randomized Study on the Effectiveness, Feasibility, Acceptability, and Cost.
Who cites it
32 citing papers in PubMed.
- Accuracy of a Seventh-Generation Continuous Glucose Monitoring System in Children and Adolescents With Type 1 Diabetes.Journal of diabetes science and technology · 2023Trial
- The Association Between HbADiabetes care · 2020Trial
- Continuous Glucose Monitoring Alert Settings and Glycemic Control in People With Diabetes.JAMA network open · 2026Article
- Transitioning to Omnipod 5Biomedicines · 2026Article
- Differences in Continuous Glucose Monitoring Metrics Between Prediabetes and Normoglycemia: A Systematic Review and Meta-Analysis.Journal of diabetes science and technology · 2026Review
- The Role of Remote Glucose Management Using Real-time Continuous Glucose Monitoring Systems in ICU-hospitalized Patients with COVID-19.TouchREVIEWS in endocrinology · 2025Review
- Article
- Comparisons of Fifth-, Sixth-, and Seventh-Generation Continuous Glucose Monitoring Systems.Journal of diabetes science and technology · 2024Review
- Clinical Performance Evaluation of Continuous Glucose Monitoring Systems: A Scoping Review and Recommendations for Reporting.Journal of diabetes science and technology · 2023Article
- Short-term multifactorial intervention (STEMI): An approach using structured blood glucose monitoring (BGM) and conventional therapies in persons with diabetes.Journal of family medicine and primary care · 2023Article
- Insight into continuous glucose monitoring: from medical basics to commercialized devices.Mikrochimica acta · 2023Review
- A Text-Mining Analysis to Examine Dominant Sources of Online Information and Content on Continuous Glucose Monitors.The science of diabetes self-management and care · 2023Article
- Longitudinal analysis of users transitioning from the Dexcom G5 to the G6 RT-CGM system in Germany, Sweden and the United Kingdom (2018-2020).Diabetic medicine : a journal of the British Diabetic Association · 2023Observational
- Technologies for Diabetes Self-Monitoring: A Scoping Review and Assessment Using the REASSURED Criteria.Journal of diabetes science and technology · 2022Article
- Long-term cost-effectiveness of Dexcom G6 real-time continuous glucose monitoring system in people with type 1 diabetes in Australia.Diabetic medicine : a journal of the British Diabetic Association · 2022Article
- Exercise and Self-Management in Adults with Type 1 Diabetes.Current cardiology reports · 2022Review
- Continuous Glucose Monitoring in Healthy Adults-Possible Applications in Health Care, Wellness, and Sports.Sensors (Basel, Switzerland) · 2022Review
- A Prospective Multicenter Clinical Performance Evaluation of the C-CGM System.Journal of diabetes science and technology · 2022Article
- Accuracy Assessment of the GlucoMenBiosensors · 2022Article
- Help when you need it: Perspectives of adults with T1D on the support and training they would have wanted when starting CGM.Diabetes research and clinical practice · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAccuracy and feature sets of continuous glucose monitoring (CGM) systems may influence device utilization and outcomes. We compared clinical trial accuracy and real-world utilization and effectiveness of two different CGM systems. MATERIALS AND
methodsSeparately conducted accuracy studies of a fifth-generation and a sixth-generation CGM system involved 50 and 159 adults, respectively. For between-system performance comparisons, propensity score methods were utilized to balance cohort characteristics. Real-world outcomes were assessed in 10,000 anonymized patients who had switched from the fifth-generation to the sixth-generation system and had used connected mobile devices to upload data from both systems, allowing pairwise comparisons of device utilization and glucose concentration distributions.
resultsPropensity score-adjusted mean absolute relative differences for the fifth- and sixth-generation systems were 9.0% and 9.9%, and the percentages of values within ±20%/20 mg/dL were 93.1% and 92.5%, respectively. The sixth-generation system, but not the fifth-generation system, met accuracy criteria for interoperable CGM systems. Both systems had high real-world utilization rates (93.8% and 95.3% in the fifth- and sixth-generation systems, respectively). Use of the sixth-generation system was associated with fewer glucose values <55 mg/dL (<3.1 mmol/L) (0.7% vs. 1.1%, P < 0.001) and more values 70-180 mg/dL (3.9-10.0 mmol/L) (57.3% vs. 56.0%, P < 0.001) than the fifth-generation system.
conclusionsCGM performance outcomes can be compared through the propensity score analysis of clinical trial data and pairwise comparisons of real-world data. The systems compared here had nearly equivalent accuracy and utilization rates. Longer term biochemical and psychosocial benefits observed with the fifth-generation system are also expected with the sixth-generation system.
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.