ArticlePrimary care diabetes2026
Sociodemographic and behavioral factors associated with diet quality in low-income adults with prediabetes and type 2 diabetes.
Article in Primary care diabetes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
aimsLow-income adults face barriers to diabetes prevention and self-management, especially healthy eating. This study assessed factors associated with diet quality in low-income adults with prediabetes or type 2 diabetes (T2D), particularly modifiable factors that could be targeted in diabetes self-management education and support (DSMES).
methodsThis secondary analysis of a cohort of low-income health center patients in Boston, Massachusetts determined the association between diet quality and sociodemographic (e.g., race/ethnicity, social support) and behavioral (e.g., depression) factors in adults with prediabetes or T2D. Primary outcome was Healthy Eating Index-2020 (HEI; range 0-100, higher=healthier). Random forests, interpreted using Shapley Additive Explanation values, were fit to determine relative importance of factors in predicting HEI.
resultsOf 278 participants, 42 % had prediabetes and 58 % had T2D. Median age (IQR) was 52 (43, 57); 58 % were Hispanic. Top factors associated with higher HEI were older age, female gender, and Hispanic ethnicity; other important factors were non-smoking, greater dietary variety, less time sitting, higher sleep quality, lower stress, more social support, and fewer depression symptoms.
conclusionModifiable factors for low diet quality, such as dietary variety, social support, and stress, could be emphasized in diabetes prevention and DSMES programs tailored for low-income populations.
Indexed as
Identifiers
What Socratic holds
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.