Evidence map›Paper›PMID 40042753›Full record

Observational studyJournal of behavioral medicine2025

Psychosocial predictors of diabetes self-efficacy in young adults with youth-onset type 2 diabetes.

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

Abstract readObservational StudyMulticenter Study
PubMed Publisher
In one paragraph

Observational study in Journal of behavioral medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Paula M TriefDepartment of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, Syracuse, NY, USA. triefp@upstate.edu.ORCID 0000-0002-2827-5722
Hui WenBiostatistics Center, George Washington University, Washington, DC, USA.ORCID 0000-0002-0597-7596
Barbara J AndersonDepartment of Pediatrics-Psychology, Baylor College of Medicine, Houston, TX, USA.ORCID 0000-0003-1587-7967
Brian BurkeBiostatistics Center, George Washington University, Washington, DC, USA.ORCID 0000-0002-1618-2780
Jane BulgerDepartment of Medicine, State University of New York Upstate Medical University, Syracuse, NY, USA.ORCID 0000-0002-3585-4896
Ruth S WeinstockDepartment of Medicine, State University of New York Upstate Medical University, Syracuse, NY, USA.ORCID 0000-0001-5859-5666

Funding

NIDDK NIH HHS RO1DK110456NIDDK NIH HHS U01 DK61212NIDDK NIH HHS U01 DK61230NIDDK NIH HHS U01 DK61239NIDDK NIH HHS U01 DK61242NIDDK NIH HHS U01 DK61254
6 · The paper itself

Abstract

The aim of this study was to identify psychosocial factors associated with, and predictive of, diabetes self-efficacy (DSE) in young adults with youth-onset type 2 diabetes (T2D), a vulnerable, understudied group. In this observational, longitudinal study (T1 = baseline, T2 = 1 year later), 348 participants in the TODAY2 multi-center study of youth-onset T2D, completed valid measures of: diabetes self-efficacy, beliefs about medicines, depression and anxiety symptoms, diabetes distress, attitudes, self-management support, and need insecurities. Multivariable logistic regression models evaluated independent associations of each psychosocial factor with the likelihood of being in the high/low DSE tertile groups. Multivariable linear regression models assessed associations with DSE as a continuous variable. Participants' mean age was 26 years, 67.9% were women, mean diabetes duration was 12.4 years, with mean of 2.5 diabetes-related complications. Greater self-care support increased the odds of high DSE at T2. Beliefs that medicines are overused, moderate-to-severe depressive or anxiety symptoms, and unmet material needs, decreased the odds of high DSE at T2. More support, fewer depressive and anxiety symptoms, and fewer unmet material needs at T1 predicted T2 DSE scores. Cognitions (beliefs that medicines are overused), emotions (depressive/anxiety symptoms), and social factors (self-management support, unmet material needs), were significant longitudinal predictors of DSE in young adults with youth-onset T2D. These potentially modifiable factors should be considered when screening for, and designing, interventions to enhance DSE, to improve health behaviors and forestall the development of complications in this at-risk group.

Indexed as

Diabetes Mellitus, Type 2Health Knowledge, Attitudes, PracticeSelf EfficacyAdolescentAdultAge of OnsetAnxietyDepressionFemaleHumansLongitudinal StudiesMaleSelf CareSelf-ManagementYoung AdultDepressionSelf-efficacySocial determinants of healthSocial supportType 2 diabetes mellitus

Identifiers

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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.