ArticleJournal of clinical & translational endocrinology2021
Professional continuous glucose monitoring and endocrinology eConsult for adults with type 2 diabetes in primary care: Results of a clinical pilot program.
Article in Journal of clinical & translational endocrinology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 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
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- 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
- Digital Interventions for Self-Management of Type 2 Diabetes Mellitus: Systematic Literature Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Integrating Pharmacists into CGM-Enabled Digital Diabetes Care: Advancing Personalized and Data-Driven Management.Healthcare (Basel, Switzerland) · 2026Review
- 7. Diabetes Technology: Standards of Care in Diabetes-2026.Diabetes care · 2026Review
- Expanding Access to Continuous Glucose Monitoring Through Empowering Primary Care: A Joint Endocrinology-Primary Care Quality Improvement Project.Journal of general internal medicine · 2025Article
- Impact of Pharmacist-Led Continuous Glucose Monitoring on Clinical Outcomes in People With Type 2 Diabetes in Primary Care: Protocol for a Prospective Cohort Study.JMIR research protocols · 2025Article
- 7. Diabetes Technology: Standards of Care in Diabetes-2025.Diabetes care · 2025Review
- Continuous Glucose Monitoring-Enhanced eConsult Improves Clinical Outcomes in Adults Living With Diabetes in a Safety Net Primary Care Setting.Journal of diabetes research · 2025Observational
- Disparities in Continuous Glucose Monitoring Among Patients Receiving Care in Federally Qualified Health Centers.JAMA network open · 2024Article
- Electronic Consultations for Endocrine Conditions: A Scoping Review.Journal of the Endocrine Society · 2024Article
- A Systematic Review of Telehealth Applications in Endocrinology.Telemedicine reports · 2024Review
- 7. Diabetes Technology: Standards of Care in Diabetes-2024.Diabetes care · 2024Review
- Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning.Journal of biomedical informatics · 2023Article
- Insight into continuous glucose monitoring: from medical basics to commercialized devices.Mikrochimica acta · 2023Review
- 7. Diabetes Technology: Standards of Care in Diabetes-2023.Diabetes care · 2023Review
- Pharmacist-Managed Diabetes Programs: Improving Treatment Adherence and Patient Outcomes.Diabetes, metabolic syndrome and obesity : targets and therapy · 2022Review
- Management of Medico-Legal Risks in Digital Health Era: A Scoping Review.Frontiers in medicine · 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
10 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLimitations in access to specialty diabetes care exist. Endocrinology eConsult that integrates professional continuous glucose monitoring (CGM-enhanced eConsult) may improve healthcare delivery, but has yet to be evaluated. We implemented a pilot program for patients with type 2 diabetes (T2DM) managed by primary care clinical pharmacists using CGM-enhanced eConsult and evaluated the acceptability and clinical outcomes in comparison to routine in-person endocrinology consultation.
methodsSeventy-four adult patients with established T2DM (age 18-65) were included. Twenty-nine were seen in-person by endocrinology and 45 were seen by pharmacists in primary care. Thirteen patients were referred for CGM-enhanced eConsult. Acceptability was assessed with pre/post clinician acceptability questionnaires and patient assessment of perceived burden. Clinical outcomes included time to first specialty appointment, baseline and 3-month follow-up HbA1c, and antihyperglycemic medication use.
resultsThere were no differences in patient acceptability of the CGM-enhanced eConsult as compared to endocrinology referral or pharmacy care. At baseline, all patients referred for eConsult were prescribed insulin. Three-month glycemic outcomes were comparable, with HbA1c reduction 1% + 2% in endocrinology, 1.5% + 1.1% with CGM-enhanced eConsult, and 1.6% + 1.8% in clinical pharmacy (p = 0.19). Time to an initial diabetes visit with a pharmacist was significantly shorter than with endocrinology, 20 days (IQR 26) for pharmacy vs. 45 days (IQR 54) for endocrinology, (p = 0.0001).
conclusionsCGM-enhanced eConsult resulted in more timely access to endocrinology expertise, was acceptable to patients, and resulted in similar short-term glycemic outcomes compared to in-person consultation. Effectiveness of CGM-enhanced eConsults should be further explored.
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Registered trials
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