ReviewDiabetes therapy : research, treatment and education of diabetes and related disorders2019
A View Beyond HbA1c: Role of Continuous Glucose Monitoring.
Review in Diabetes therapy : research, treatment and education of diabetes and related disorders, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06348238 (Strategies to Improve Well-Being and Diabetes Management), which is not on this map. Cited by 113 papers, 6 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.
Strategies to Improve Well-Being and Diabetes Management
Who cites it
113 citing papers in PubMed, 6 syntheses or guidelines pooled it, 235 citations in OpenAlex.
- Continuous Glucose Monitoring in Glycogen Storage Diseases: A Systematic Review of Clinical Utility, Accuracy and Patient Outcomes.Endocrinology, diabetes & metabolism · 2026Pooled it
- International Society for Pediatric and Adolescent Diabetes Clinical Practice Consensus Guidelines 2024: Glycemic Targets.Hormone research in paediatrics · 2024Guideline
- Efficacy of Flash Glucose Monitoring in Type 1 and Type 2 Diabetes: A Systematic Review and Meta-Analysis of Randomised Controlled Trials.Frontiers in clinical diabetes and healthcare · 2022Pooled it
- The effect of peer support in diabetes self-management education on glycemic control in patients with type 2 diabetes: a systematic review and meta-analysis.Epidemiology and health · 2021Pooled it
- Effects of Triphala on Lipid and Glucose Profiles and Anthropometric Parameters: A Systematic Review.Journal of evidence-based integrative medicinePooled it
- Restricting carbohydrates and calories in the treatment of type 2 diabetes: a systematic review of the effectiveness of 'low-carbohydrate' interventions with differing energy levels.Journal of nutritional sciencePooled it
- Long-Term Effects of Transtheoretical Model-Based Lifestyle Intervention on Self-efficacy and Self-management in Patients with Type 2 Diabetes - Randomised Controlled Trial.International journal of behavioral medicine · 2025Trial
- Trial
- Impact of diverse aerobic exercise plans on glycemic control, lipid levels, and functional activity in stroke patients with type 2 diabetes mellitus.Frontiers in endocrinology · 2024Trial
- Fasting Glucose of 6.1 mmol/L as a Possible Optimal Target for Type 2 Diabetic Patients with Insulin Glargine: A Randomized Clinical Trial.Journal of diabetes research · 2021Trial
- Real-world comparative effectiveness of analogue and human insulin on glycemic control in children and adolescents with Type 1 diabetes in Lebanon using continuous glucose monitoring data.Journal of comparative effectiveness research · 2026Article
- Narrowing the A1c gap: Personalized modeling of HbA1c- continuous glucose monitor discordance in type 1 diabetes.PLOS digital health · 2026Article
- Clinical and socioeconomic determinants of glycaemic control derived from continuous glucose monitoring in adults with type 1 diabetes.Frontiers in endocrinology · 2026Article
- Article
- Effects of three aerobic exercise protocols on acute glucose response and continuous glucose monitoring trends in patients with type 2 diabetes mellitus and stroke: a randomized controlled trial.BMC sports science, medicine & rehabilitation · 2025Article
- First Trimester Mean Glucose Level on Continuous Glucose Monitoring Is Associated with Infant Birth Weight.Diabetes & metabolism journal · 2025Observational
- Review
- Skin autofluorescence is associated with glycemic variability in type 2 diabetes patients.Scientific reports · 2025Article
- Therapeutic Yoga: A feasible complementary approach for glycemic control in individuals with impaired fasting glucose and elevated HbA1c.Contemporary clinical trials communications · 2025Article
- The Effect of Parental Collaboration on Diabetes Self-efficacy, Quality of Life and HbA1c Level in Adolescents Diagnosed with Type 1 DiabetesJournal of clinical research in pediatric endocrinology · 2025Article
53 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hemoglobin A1C (HbA1c) is used as an index of average blood glucose measurement over a period of months and is a mainstay of blood glucose monitoring. This metric is easy to measure and relatively inexpensive to obtain, and it predicts diabetes-related microvascular complications. However, HbA1c provides only an approximate measure of glucose control; it does not address short-term glycemic variability (GV) or hypoglycemic events. Continuous glucose monitoring (CGM) is a tool which helps clinicians and people with diabetes to overcome the limitations of HbA1c in diabetes management. Time spent in the glycemic target range and time spent in hypoglycemia are the main CGM metrics that provide a more personalized approach to diabetes management. Moreover, the glucose management indicator (GMI), which calculates an approximate HbA1c level based on the average CGM-driven glucose level, facilitates individual decision-making when the laboratory-measured HbA1c and estimated HbA1c are discordant. GV, on the other hand, is a measure of swings in blood glucose levels over hours or days and may contribute to diabetes-related complications. In addition, addressing GV is a major challenge during the optimization of glycemia. The degree of GV is associated with the frequency, duration, and severity of the hypoglycemic events. Many factors affect GV in a patient, including lifestyle, diet, the presence of comorbidities, and diabetes therapy. Recent evidence supports the use of some glucose-lowering agents to improve GV, such as the new ultra-long acting insulin analogs, as these agents have a smoother pharmacodynamic profile and improve glycemic control with fewer fluctuations and fewer nocturnal hypoglycemic events. These newer glucose-lowering agents (such as incretin hormones or sodium-glucose cotransporter 2 inhibitors) can also reduce the degree of GV. However, randomized trials are needed to evaluate the effect of GV on important diabetes outcomes. In this review, we discuss the role of HbA1c as a measure of glycemic control and its limitations. We also explore additional glycemic metrics, with a focus on time (duration) in glucose target range, time (duration) in hypoglycemia, GV, GMI, and their correlation with clinical outcomes.
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.