Evidence mapPaperPMID 37074715Full record

ArticleJAMA network open2023

Disparities in Hemoglobin A1c Levels in the First Year After Diagnosis Among Youths With Type 1 Diabetes Offered Continuous Glucose Monitoring.

Ananta Addala, Victoria Ding, Dessi P Zaharieva, Franziska K Bishop, Alyce S Adams, Abby C King, Ramesh Johari, David Scheinker, Korey K Hood, Manisha Desai and 3 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04336969 (Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Pediatric T1D - 4T Study), which is not on this map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
6.0field-weighted citation impact, top 3% of its field
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.

NCT04336969 nacompletednot on this map

Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Pediatric T1D - 4T Study

TypeinterventionalSponsorStanford UniversityRan2020 to 2025Enrolled316ConditionsType1diabetesArms4T Education and Care
3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 30 citations in OpenAlex.

  1. Article
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  8. Review
  9. Review
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  13. Trends in BMI in Latin American Children With New-Onset Type 1 Diabetes Over 3 Years.Clinical diabetes : a publication of the American Diabetes Association · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Digital Technology for Diabetes.The New England journal of medicine · 2023
    Review
  18. Article
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

13 authors at 2 institutions in 2 countries.

Ananta AddalaDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Victoria DingDivision of Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, California.
Dessi P ZaharievaDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Franziska K BishopDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Alyce S AdamsDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Abby C KingDepartment of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California.
Ramesh JohariClinical Excellence Research Center, Stanford University, Stanford, California.
David ScheinkerDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Korey K HoodDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Manisha DesaiDivision of Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, California.
David M MaahsDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Priya PrahaladDivision of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Teamwork, Targets, Technology, and Tight Control (4T) Study Group
Open Targets · GBStanford University · US

Funding

Stanford Islet Research CoreP30DK116074 · STANFORD UNIVERSITY · 2025 to 2025
$2.0M
Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · KAISER FOUNDATION RESEARCH INSTITUTE · 2025 to 2025
$700k
Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Pediatric T1D: 4T StudyR18DK122422 · NIDDK · STANFORD UNIVERSITY · PI David Matthew Maahs · 2022 to 2022
$678k
NCATS NIH HHS UL1 TR003142NIDDK NIH HHS P30 DK092924NIDDK NIH HHS P30 DK116074NIDDK NIH HHS R18 DK122422
6 · The paper itself

Abstract

Importance: Continuous glucose monitoring (CGM) is associated with improvements in hemoglobin A1c (HbA1c) in youths with type 1 diabetes (T1D); however, youths from minoritized racial and ethnic groups and those with public insurance face greater barriers to CGM access. Early initiation of and access to CGM may reduce disparities in CGM uptake and improve diabetes outcomes. Objective: To determine whether HbA1c decreases differed by ethnicity and insurance status among a cohort of youths newly diagnosed with T1D and provided CGM. Design, Setting, and Participants: This cohort study used data from the Teamwork, Targets, Technology, and Tight Control (4T) study, a clinical research program that aims to initiate CGM within 1 month of T1D diagnosis. All youths with new-onset T1D diagnosed between July 25, 2018, and June 15, 2020, at Stanford Children's Hospital, a single-site, freestanding children's hospital in California, were approached to enroll in the Pilot-4T study and were followed for 12 months. Data analysis was performed and completed on June 3, 2022. Exposures: All eligible participants were offered CGM within 1 month of diabetes diagnosis. Main Outcomes and Measures: To assess HbA1c change over the study period, analyses were stratified by ethnicity (Hispanic vs non-Hispanic) or insurance status (public vs private) to compare the Pilot-4T cohort with a historical cohort of 272 youths diagnosed with T1D between June 1, 2014, and December 28, 2016. Results: The Pilot-4T cohort comprised 135 youths, with a median age of 9.7 years (IQR, 6.8-12.7 years) at diagnosis. There were 71 boys (52.6%) and 64 girls (47.4%). Based on self-report, participants' race was categorized as Asian or Pacific Islander (19 [14.1%]), White (62 [45.9%]), or other race (39 [28.9%]); race was missing or not reported for 15 participants (11.1%). Participants also self-reported their ethnicity as Hispanic (29 [21.5%]) or non-Hispanic (92 [68.1%]). A total of 104 participants (77.0%) had private insurance and 31 (23.0%) had public insurance. Compared with the historical cohort, similar reductions in HbA1c at 6, 9, and 12 months postdiagnosis were observed for Hispanic individuals (estimated difference, -0.26% [95% CI, -1.05% to 0.43%], -0.60% [-1.46% to 0.21%], and -0.15% [-1.48% to 0.80%]) and non-Hispanic individuals (estimated difference, -0.27% [95% CI, -0.62% to 0.10%], -0.50% [-0.81% to -0.11%], and -0.47% [-0.91% to 0.06%]) in the Pilot-4T cohort. Similar reductions in HbA1c at 6, 9, and 12 months postdiagnosis were also observed for publicly insured individuals (estimated difference, -0.52% [95% CI, -1.22% to 0.15%], -0.38% [-1.26% to 0.33%], and -0.57% [-2.08% to 0.74%]) and privately insured individuals (estimated difference, -0.34% [95% CI, -0.67% to 0.03%], -0.57% [-0.85% to -0.26%], and -0.43% [-0.85% to 0.01%]) in the Pilot-4T cohort. Hispanic youths in the Pilot-4T cohort had higher HbA1c at 6, 9, and 12 months postdiagnosis than non-Hispanic youths (estimated difference, 0.28% [95% CI, -0.46% to 0.86%], 0.63% [0.02% to 1.20%], and 1.39% [0.37% to 1.96%]), as did publicly insured youths compared with privately insured youths (estimated difference, 0.39% [95% CI, -0.23% to 0.99%], 0.95% [0.28% to 1.45%], and 1.16% [-0.09% to 2.13%]). Conclusions and Relevance: The findings of this cohort study suggest that CGM initiation soon after diagnosis is associated with similar improvements in HbA1c for Hispanic and non-Hispanic youths as well as for publicly and privately insured youths. These results further suggest that equitable access to CGM soon after T1D diagnosis may be a first step to improve HbA1c for all youths but is unlikely to eliminate disparities entirely. Trial Registration: ClinicalTrials.gov Identifier: NCT04336969.

Indexed as

Diabetes Mellitus, Type 1AdolescentBlood GlucoseBlood Glucose Self-MonitoringChildCohort StudiesFemaleGlycated HemoglobinHumansHypoglycemic AgentsMaleBlood GlucoseGlycated HemoglobinHypoglycemic Agents

Identifiers

PMID37074715
PMCPMC10116368
OpenAlexW4366352301

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.