Evidence map›Paper›PMID 38587841›Full record

ArticleJAMA network open2024

Psychosocial Factors and Glycemic Control in Young Adults With Youth-Onset Type 2 Diabetes.

Paula M Trief, Hui Wen, Brian Burke, Diane Uschner, Barbara J Anderson, Xun Liu, Jane Bulger, Ruth S Weinstock

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
6.8field-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.

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

13 citing papers in PubMed, 19 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. Observational
  5. Disordered eating behaviours and their associated factors in adults with type 2 diabetes: A multicentre cross-sectional study.Malaysian family physician : the official journal of the Academy of Family Physicians of Malaysia · 2026
    Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Life Lessons and Diabetes Research.Diabetes spectrum : a publication of the American Diabetes Association · 2025
    Article
  12. Article
  13. 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

8 authors at 3 institutions in 1 country.

Paula M TriefDepartment of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, Syracuse.
Hui WenBiostatistics Center, George Washington University, Rockville, Maryland.
Brian BurkeBiostatistics Center, George Washington University, Rockville, Maryland.
Diane UschnerBiostatistics Center, George Washington University, Rockville, Maryland.
Barbara J AndersonDepartment of Pediatrics-Psychology, Baylor College of Medicine, Houston, Texas.
Xun LiuBiostatistics Center, George Washington University, Rockville, Maryland.
Jane BulgerDepartment of Medicine, State University of New York Upstate Medical University, Syracuse.
Ruth S WeinstockDepartment of Medicine, State University of New York Upstate Medical University, Syracuse.
George Washington University · USSUNY Upstate Medical University · USBaylor College of Medicine · US

Funding

Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) StudyU01DK061230 · NIDDK · GEORGE WASHINGTON UNIVERSITY · PI BRAFFETT, BARBARA HALINA, ZEITLER, PHILIP S. · 2001 to 2019
$231.8M
New York Regional Center for Diabetes Translation Research - Translational Intervention Methodology CoreP30DK111022 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI JEFFREY GONZALEZ · 2016 to 2026
$7.8M
Management of Pediatric Type 2 Diabetes MellitusU01DK061239 · NIDDK · CHILDREN'S HOSP OF PHILADELPHIA · PI KATZ, LORRAINE E LEVITT · 2001 to 2008
$6.9M
Multi-Center Study of the Treatment of T2DM in YouthU01DK061212 · NIDDK · YALE UNIVERSITY · PI CAPRIO, SONIA · 2001 to 2008
$5.3M
Treatment Alternatives in Pediatric Type 2 DiabetesU01DK061242 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI ZEITLER, PHILIP S. · 2001 to 2008
$5.1M
Type 2 Diabetes in Youth: Beta Cell PreservationU01DK061254 · NIDDK · CHILDREN'S HOSP PITTSBURGH/UPMC HLTH SYS · PI ARSLANIAN, SILVA A · 2001 to 2007
$4.1M
Behavioral adherence in emerging adults with type 2 diabetes: Ancillary studyR01DK110456 · NIDDK · UPSTATE MEDICAL UNIVERSITY · PI TRIEF, PAULA MARY · 2017 to 2020
$2.5M
NIDDK NIH HHS P30 DK111022NIDDK NIH HHS R01 DK110456NIDDK NIH HHS U01 DK061212NIDDK NIH HHS U01 DK061230NIDDK NIH HHS U01 DK061239NIDDK NIH HHS U01 DK061242NIDDK NIH HHS U01 DK061254
6 · The paper itself

Abstract

Importance: Youth-onset type 2 diabetes is associated with poor glycemic control and early onset of complications. Identification of psychosocial factors associated with poor glycemic control is needed to inform efficacious interventions. Objective: To identify psychosocial factors associated with glycated hemoglobin (HbA1c) levels in young adults with youth-onset type 2 diabetes. Design, Setting, and Participants: For the iCount cohort study, HbA1c levels were measured twice (at baseline [T1] and at 1 year [T2]) during the last years (2017-2019) of the observational phase of the multicenter Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY2) study. Participants were young adults who had been diagnosed with type 2 diabetes during childhood or adolescence. Data were analyzed from December 2021 to September 2023. Main Outcomes and Measures: Glycemic control was examined categorically (high [≥8.0%] vs low [<8.0%] HbA1c), continuously (HbA1c level), and over time (change in HbA1c: decreased ≥0.5%, remained stable, or increased ≥0.5%). Psychosocial measures included beliefs about medicines, depression and anxiety symptoms, diabetes distress, diabetes self-efficacy, self-management support, and unmet material needs. Multivariable logistic and linear regression models evaluated the association of each psychosocial factor with the probability of T2 HbA1c of 8.0% or greater, T2 HbA1c level, and change in HbA1c. Results: Of the 411 TODAY2 participants approached, 381 enrolled in the iCount study, and 348 with T1 and T2 HbA1c data comprised the analysis group. The 348 participants had a mean (SD) age of 26.1 (2.5) years and a mean (SD) HbA1c of 9.4% (2.8%). Most participants (229 [65.8%]) were women. In adjusted multivariable regressions, greater beliefs that diabetes medicines are necessary (odds ratio [OR], 1.19 [95% CI, 1.03-1.37]; P = .02), concerns about medicines (OR, 1.20 [95% CI, 1.00-1.45]; P = .049), diabetes distress (OR, 1.08 [95% CI, 1.02-1.15]; P = .006), and high distress (OR, 2.18 [95% CI, 1.15-4.13]; P = .02) increased the odds of high HbA1c at T2. Greater support (OR, 0.67 [95% CI, 0.46-0.97]; P = .04) and diabetes self-efficacy (OR, 0.91 [95% CI, 0.84-0.99]; P = .02) decreased the odds of high HbA1c at T2. Diabetes distress was associated with higher HbA1c level at T2 (coefficient, 0.08 [95% CI, 0.02-0.13]; P = .01). Beliefs that diabetes medicines are necessary (OR, 1.20 [95% CI, 1.03-1.39]; P = .02) and concerns about medicines (OR, 1.22 [95% CI, 1.00-1.47]; P = .048) increased the odds of an HbA1c decrease of at least 0.5% over 1 year. Conclusions and Relevance: In this cohort study of young adults with youth-onset type 2 diabetes, beliefs about medicines, high diabetes distress, low diabetes self-efficacy, and self-management support were associated with high HbA1c over time. Future research should assess whether interventions that address these factors result in improved glycemic control in this at-risk group.

Indexed as

Diabetes Mellitus, Type 2AdultCohort StudiesFemaleGlycated HemoglobinGlycemic ControlHumansHypoglycemic AgentsMaleYoung AdultGlycated HemoglobinHypoglycemic Agents

Identifiers

PMID38587841
PMCPMC11002701
OpenAlexW4394579395

What OpenQuestion holds

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LicenceCC BY
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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.