ReviewJournal of diabetes science and technology2019
Continuous Glucose Monitoring Integration in Clinical Practice: A Stepped Guide to Data Review and Interpretation.
Review in Journal of diabetes science and technology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis 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
24 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Efficacy of continuous glucose monitoring in comparison to self-blood glucose monitoring in patients with type 2 diabetes mellitus under insulin treatment: a systematic review and meta-analysis.BMC endocrine disorders · 2026Pooled it
- Impact of Carbohydrate Intake Fluctuations on Glucose Profiles: Insights from Continuous Glucose Monitoring-Based Patient Clustering.Endocrinology and metabolism (Seoul, Korea) · 2026Observational
- Determinants of implementation of continuous glucose monitoring for patients with Insulin-Treated type 2 diabetes: a national survey of primary care providers.BMC primary care · 2025Article
- Continuous glucose monitoring guides glucagon-like peptide 1-based therapy use and optimization in people with type 2 diabetes.Journal of family medicine and primary care · 2025Article
- Augmenting clinicians' analytical workflow through task-based integration of data visualizations and algorithmic insights: a user-centered design study.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Unveiling the interplay between rational, psychological and functional factors in continuous glucose monitoring early adoption: Novel evidence from the Dexcom ONE case in Italy.BMC health services research · 2024Article
- Use of Continuous Glucose Monitoring and Glucagon-Like Peptide 1 Receptor Agonist Therapy to Achieve Individualized Treatment Goals in Insulin-Treated People With Type 2 Diabetes: A Case Series and Expert Opinion.Clinical diabetes : a publication of the American Diabetes Association · 2024Article
- A systematic bibliometric analysis on the clinical practice of CGM in diabetes mellitus from 2012 to 2022.Frontiers in endocrinology · 2023Review
- Continuous glucose monitoring for automatic real-time assessment of eating events and nutrition: a scoping review.Frontiers in nutrition · 2023Article
- Patent analysis of digital sensors for continuous glucose monitoring.Frontiers in public health · 2023Review
- The ambulatory glucose profile and its interpretation.The Medical journal of Australia · 2022Article
- Barriers and Facilitators to Diabetes Device Adoption for People with Type 1 Diabetes.Current diabetes reports · 2022Review
- Continuous Glucose Monitoring in Healthy Adults-Possible Applications in Health Care, Wellness, and Sports.Sensors (Basel, Switzerland) · 2022Review
- Do-It-Yourself Open Artificial Pancreas System in Children and Adolescents with Type 1 Diabetes Mellitus: Real-World Data.Diabetes & metabolism journal · 2022Article
- Diabetes: the role of continuous glucose monitoring.Drugs in context · 2022Review
- Bayesian structural time series for biomedical sensor data: A flexible modeling framework for evaluating interventions.PLoS computational biology · 2021Article
- Clinical Application of Time in Range and Other Metrics.Diabetes spectrum : a publication of the American Diabetes Association · 2021Article
- An open source tool to compute measures of inpatient glycemic control: translating from healthcare analytics research to clinical quality improvement.JAMIA open · 2021Article
- Continuous glucose monitoring: The achievement of 100 years of innovation in diabetes technology.Diabetes research and clinical practice · 2020Review
- Glycemic Monitoring and Management in Advanced Chronic Kidney Disease.Endocrine reviews · 2020Review
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe advent of continuous glucose monitoring (CGM) technology has transformed the approach to diabetes care. Multiple CGM systems are commercially available and increased accuracy has allowed development of hybrid and automated insulin delivery systems. Evidence of CGM clinical benefits has also increased exponentially in the last decade.
methodsLiterature search, review of professional guidelines, and consensus statements were used to guide the preparation of this article. The clinical benefits of both professional and personal CGM in clinical practice as well as barriers to wider adotpion were explored. A stepped approach to review and interpretation of CGM data is suggested for use in the clinician's office regardless of the software used.
resultsAlthough increasing, the use of CGM in patients with diabetes is still not widespread; multiple barriers are still in place, despite the approval of CGM systems for patients above the age of 2 years old, the extension of coverage for Medicare beneficiaries and the integration of CGM with multiple insulin pump systems. Integration of CGM technology in clinical practice presents various challenges, from concerns relative to time constraints during office visits to lack of systematic approach to interpretation of the data.
conclusionsUnderstanding the usefulness of personal and professional CGM, appropriate patient selection as well as patient and provider training are crucial for the expansion of CGM therapy use in clinical practice. Utilizing the proposed stepped approach to CGM review and interpretation may allow wider adoption of CGM with more effective and efficient office visits.
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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.