ArticleDiabetes care2024
Disparities in Continuous Glucose Monitor Use Between Children With Type 1 Diabetes Living in Urban and Rural Areas.
Article in Diabetes care, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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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.
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Who cites it
9 citing papers in PubMed.
- Implementing ADA 2026 diabetes technology recommendations: opportunities and challenges for quality improvement in real-world care.BMJ open quality · 2026Article
- Can Behavioral Interventions Promote Health Equity in Pediatric Type 1 Diabetes? A Narrative Review of Promising Treatments.Current diabetes reports · 2026Review
- Qualitative care experiences of emerging adults with type 1 diabetes after transfer to adult care providers.Diabetic medicine : a journal of the British Diabetic Association · 2026Article
- Sociodemographic barriers to continuous glucose monitoring among pregnancies with type 1 diabetes.Pregnancy (Hoboken, N.J.) · 2025Article
- Toward a Clinically Actionable, Electronic Health Record-Based Machine Learning Model to Forecast 90-Day Change in Hemoglobin AJMIR diabetes · 2025Article
- Current Status of Continuous Glucose Monitoring Use in South Korean Type 1 Diabetes Mellitus Population-Pronounced Age-Related Disparities: Nationwide Cohort Study.Diabetes & metabolism journal · 2025Article
- Assessing Neighborhood Deprivation Reveals Rural-Urban Disparities in CGM Access Among Children With Type 1 Diabetes.Diabetes care · 2025Article
- 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2025.Diabetes care · 2025Review
- Diffusion and Disparities: Rural Uptake of Continuous Glucose Monitors.Diabetes care · 2024Article
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4 authors.
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Abstract
objectiveDespite evidence that continuous glucose monitoring (CGM) use is associated with lower HbA1c among children with type 1 diabetes, uptake of this technology remains lower among those with difficulty accessing health care, including those from lower socioeconomic status backgrounds and racial and ethnic minorities. In this study, we sought to explore the impact of rural location in use of CGM technology to guide patient and provider decision making. RESEARCH DESIGN AND
methodsIn this retrospective study of electronic health record demographic and visits data from a single diabetes program from 1 January 2018 through 31 December 2021, we compared the odds of completing a visit with (+) and without (-) CGM interpretation between rural-urban commuting area (RUCA) designations.
resultsAmong the 13,645 visits completed by 2,008 patients with type 1 diabetes younger than age 18 years, we found children living in small rural towns had 31% lower odds (6.3% of CGM+ visits, 8.6% of CGM- visits; adjusted odds ratio [aOR] 0.69, 95% CI 0.51-0.94) and those living in isolated rural towns had 49% lower odds (2.0% of CGM+ visits, 3.4% of CGM- visits; aOR 0.51, 95% CI 0.28-0.92) of completing a CGM-billed clinic visit compared with those living in urban areas (70.0% of CGM+ visits, 67.2% of CGM- visits). We also found significant differences in CGM-billed visits by neighborhood deprivation as well as race/ethnicity and insurance payor.
conclusionsGeographic location presents a meaningful barrier to access to care for patients living with type 1 diabetes. Further work is needed to identify and address the needs of children and families living in rural areas to improve the care of these patients.
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