ArticleJournal of diabetes science and technology2024
A Retrospective Cohort Study of Racial/Ethnic and Socioeconomic Disparities in Initiation and Meaningful Use of Continuous Glucose Monitoring Among Youth With Type 1 Diabetes.
Article in Journal of diabetes science and technology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 10 citations in OpenAlex.
- Equity of Continuous Glucose Monitoring in Children and Young People With Type 1 Diabetes: A Systematic Review.Pediatric diabetes · 2025Pooled it
- Classification of glucose profile in Japanese patients with type 1 diabetes and its association with complications.The Journal of clinical endocrinology and metabolism · 2026Article
- Diabetes Technology in the School Setting for Preschool-Aged Children.Journal of diabetes science and technology · 2026Article
- Implementing ADA 2026 diabetes technology recommendations: opportunities and challenges for quality improvement in real-world care.BMJ open quality · 2026Article
- Impact of social vulnerability on glycemic control and diabetes technology use in youth with type 1 diabetes.BMC endocrine disorders · 2026Article
- Closed-loop therapy: recent advancements and potential predictors of glycemic outcomes.Expert opinion on drug delivery · 2025Review
- Racial Disparities in the Use of Automated Insulin Delivery Systems in Youth With Type 1 Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 2025Article
- Article
- Race and ethnic disparities in insulin pump and continuous glucose monitor use between 2017 and 2024: a systematic review with a focus on health equity.Journal of health equity · 2025Article
- Impact of Demographic Features on Glycemic Management With Tubeless Automated Insulin Delivery Systems in Youth With Type 1 Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 2025Article
- Disparities in Continuous Glucose Monitoring Among Patients Receiving Care in Federally Qualified Health Centers.JAMA network open · 2024Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundContinuous glucose monitor (CGM) use improves type 1 diabetes (T1D) outcomes, yet children from diverse backgrounds and on public insurance have worse outcomes and lower CGM utilization. Using novel CGM data acquisition and analysis of two T1D cohorts, we test the hypothesis that T1D youth from different backgrounds experience disparities in meaningful CGM use following both T1D diagnosis and CGM uptake.
methodsCohorts drawn from a pediatric T1D program were followed for one year beginning at diagnosis (
resultsPublicly compared with privately insured were slower to start CGM (233, 151 days,
conclusionsGiven the impact of insurance and race/ethnicity on CGM initiation and use, it is imperative that we target interventions to support universal access and sustained CGM use to mitigate the potential impact of provider biases and systemic disadvantage and racism. By enabling more equitable and meaningful T1D technology use, such interventions will begin to alleviate outcome disparities between youth with T1D from different backgrounds.
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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.