ReviewCurrent diabetes reports2022
Barriers and Facilitators to Diabetes Device Adoption for People with Type 1 Diabetes.
Review in Current diabetes reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 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
31 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Continuous glucose monitoring in type 2 diabetes: a systematic review of barriers and opportunities for care improvement.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2025Pooled it
- The Effect of Do-It-Yourself Real-Time Continuous Glucose Monitoring on Glycemic Variables and Participant-Reported Outcomes in Adults With Type 1 Diabetes: A Randomized Crossover Trial.Journal of diabetes science and technology · 2025Trial
- A new approach in insulin pump education improves glycemic outcomes: a randomized controlled trial.Acta diabetologica · 2025Trial
- Psychometric Properties of the Automated Insulin Delivery: Benefits and Burdens Scale for Adults with Type 1 Diabetes.Diabetes technology & therapeutics · 2024Trial
- Understanding Diabetes Distress Across Adulthood in Type 1 Diabetes: A User-Centered Design Study.Endocrinology, diabetes & metabolism · 2026Article
- Perspectives on Continuous Glucose Monitoring Among Adults with Type 2 Diabetes in the United Kingdom: Cross-Sectional Survey.JMIR formative research · 2026Article
- Metabolic Responses to Exercise and Nutritional Strategies in Type 1 Diabetes Using Automated Insulin Delivery Systems: A Narrative Review.Metabolites · 2026Review
- Accelerating care, capacity and equity in automated insulin delivery systems for New Zealanders with type 1 diabetes: the ACCESS-AID study protocol.Journal of diabetes and metabolic disorders · 2026Article
- Beyond access: Racial and socioeconomic disparities in device use among youth with type 1 diabetes.SSM. Qualitative research in health · 2026Article
- A Flexible Wearable Glucose Sensor for Noninvasive Diabetes Screening: Functional Equivalence and Model Interpretability.Biosensors · 2026Article
- ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care.Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence · 2026Article
- Factors Associated With Time to Automated Insulin Delivery System Initiation in Adults With Type 1 Diabetes on Multiple Daily Injections.Journal of diabetes science and technology · 2026Article
- Emotional Challenges Experienced along the Diabetes Technology Journey by Caregivers of Black and Hispanic/Latino Youth with Type 1 Diabetes.Hormone research in paediatrics · 2026Article
- Real-World Experience With Control-IQ Technology in Saudi Children With Insulin-Dependent Diabetes: A Single-Center Observational Study.Pediatric diabetes · 2026Observational
- Disparities in diabetes technology utilization in youth with diabetes.BMJ open diabetes research & care · 2025Article
- A Qualitative Study of Older Adult Perspectives on Continuous Glucose Monitoring for Type 2 Diabetes.Journal of general internal medicine · 2025Article
- Narrative Review: Continuous Glucose Monitoring (CGM) in Older Adults with Diabetes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Review
- Seasonal, weekly, and individual variations in long-term use of wearable medical devices for diabetes management.Scientific reports · 2025Article
- eHealth Literacy and Its Association With Demographic Factors, Disease-Specific Factors, and Well-Being Among Adults With Type 1 Diabetes: Cross-Sectional Survey Study.JMIR diabetes · 2025Article
- Racial and ethnic disparities in children and adults in the usage of continuous glucose monitors: a scoping review protocol.BMJ open · 2025Article
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
Abstract
purpose of reviewDiabetes technology (insulin pumps, continuous glucose monitoring, automated insulin delivery systems) has advanced significantly and provides benefits to the user. This article reviews the current barriers to diabetes device adoption and sustained use, and outlines the known and potential facilitators for increasing and sustaining device adoption. RECENT
findingsBarriers to diabetes device adoption continue to exist at the system-, provider-, and individual-level. Known facilitators to promote sustained adoption include consistent insurance coverage, support for providers and clinics, structured education and support for technology users, and device user access to support as needed (e.g., through online resources). Systemic barriers to diabetes device adoption persist while growing evidence demonstrates the increasing benefits of newest devices and systems. There are ongoing efforts to develop evidence-based structured education programs to support device adoption and sustained use.
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.