Evidence map›Paper›PMID 41192937›Full record

ArticleBMJ open diabetes research & care2025

Disparities in diabetes technology utilization in youth with diabetes.

Puja Singh, Antonio Garcia, Ellen K Grishman, Diana Naranjo, Linda S Hynan, May Lau, Perrin White, Olga T Gupta

Abstract read
In one paragraph

Article in BMJ open diabetes research & care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Technology in Diabetes: A Year in Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Puja SinghDepartment of Pediatrics, The University of Texas Southwestern Medical Center, Dallas, Texas, USA pusingh@health.ucsd.edu.ORCID http://orcid.org/0009-0001-6541-8534
Antonio GarciaSchool of Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Ellen K GrishmanDepartment of Pediatrics, The University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Diana NaranjoDepartment of Pediatrics, Stanford University, Stanford, California, USA.
Linda S HynanDepartment of Psychiatry (Psychology), The University of Texas Southwestern Medical Center, Dallas, Texas, USA.
May LauDepartment of Pediatrics, The University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Perrin WhiteDepartment of Pediatrics, The University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Olga T GuptaDepartment of Pediatrics, The University of Texas Southwestern Medical Center, Dallas, Texas, USA.

Funding

UT Southwestern NORCP30DK127984 · NIDDK · UT SOUTHWESTERN MEDICAL CENTER · PI Jeff G McDonald · 2022 to 2026
$7.4M
NIDDK NIH HHS P30 DK127984
6 · The paper itself

Abstract

backgroundDiabetes technology can improve glycemic variability and diabetes outcomes, but there are disparities in patient use.

aimsIdentify racial, ethnic, and socioeconomic disparities in technology utilization and determine provider-, patient-, and parent-identified barriers.

methodsTechnology (continuous glucose monitors (CGM) and pump) usage and demographic data on patients at a large urban pediatric hospital were obtained from a clinical database. Providers (16 attending physicians, five fellow physicians, five nurse practitioners, 13 diabetes educators) completed a survey on diabetes technology prescribing habits. English and Spanish-speaking patients ages 8 to 17 years with diabetes (n=109) and caregivers of pediatric patients with diabetes (n=117) completed surveys that assessed attitudes and perceived benefits/burdens of diabetes technology.

resultsFrom August 2020 to 2021, independent of insurance payor status, non-Hispanic Black (NHB) and Hispanic youth with type 1 diabetes were less likely to use pump therapy (OR 0.4 and 0.35, respectively) or CGM (OR 0.74 and 0.54) compared with non-Hispanic White (NHW) youth. For pump eligibility, diabetes educators placed higher importance on subjective factors such as parental education, health literacy, and psychosocial stability (p value <0.05) compared with physicians. Hispanic and NHB patients and parents learned about diabetes technology later after diabetes diagnosis compared with NHW patients/caregivers. Physicians and diabetes educators, but not patients themselves, identified patient-perceived barriers to CGM use (ie, embarrassment and/or discomfort in wearing devices) as reasons for not utilizing diabetes technology.

conclusionsThere are marked disparities in diabetes technology use among youth with diabetes. Findings from the provider surveys showed reliance on subjective variables as opposed to objective criteria. Youth with diabetes and caregivers of underrepresented race/ethnicities learned about diabetes technology later and were less likely to use technology. Though clinic providers perceived multiple barriers to technology utilization, responses from families showed low perceived burden and highly positive attitudes.

Indexed as

Blood Glucose Self-MonitoringDiabetes Mellitus, Type 1Healthcare DisparitiesInsulin Infusion SystemsPatient Acceptance of Health CareAdolescentChildFemaleHumansMaleSocioeconomic FactorsSurveys and QuestionnairesDiabetes Mellitus, Type 1Healthcare DisparitiesPediatricsYouth

Identifiers

PMID41192937
PMCPMC12587944

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.