Evidence mapPaperPMID 41334405Full record

ArticleFrontiers in public health2025

Anxiety, depression, eating behaviors, and irrational food beliefs as predictors of type 2 diabetes risk in Honduran adults.

Estrella Maradiaga, Miguel Landa-Blanco, Raquel Mejía-Sánchez

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Estrella MaradiagaNational Autonomous University of Honduras, Tegucigalpa, Honduras.
Miguel Landa-BlancoNational Autonomous University of Honduras, Tegucigalpa, Honduras.
Raquel Mejía-SánchezNational Autonomous University of Honduras, Tegucigalpa, Honduras.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Chronic conditions like type 2 diabetes mellitus (T2DM) require a multidimensional understanding of health, especially in low-resource settings. This study examined the association between psychological symptoms (anxiety, depression), cognitive factors (irrational food beliefs), behavioral variables (eating patterns, physical activity), and T2DM risk in adults from Honduras. Methods: A cross-sectional survey was conducted with 336 adults using online convenience sampling. Participants completed a modified Finnish Diabetes Risk Score (FINDRISC), Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), Irrational Food Beliefs Scale, and the Eating Behavior Phenotype Scale. Most participants had no prior diagnosis of hypertension, elevated glucose, or diabetes, though 61.9% were overweight or obese. Results: The findings suggest that when compared to men, women reported higher symptoms of depression and emotional grazing, while also reporting lower hyperphagic eating. No significant differences were found for T2DM risk, irrational food beliefs, anxiety, hedonic eating, disorganized eating, or compulsive eating. On the other hand, anxiety, depression, and age modestly predicted T2DM risk, explaining 18.1% of its variance. Depression was linked to all eating behaviors, while irrational food beliefs predicted some eating phenotypes but not T2DM risk. Although sex was associated with specific eating patterns, it did not predict diabetes risk. Disordered eating did not mediate the relationship between psychological symptoms and T2DM risk. Discussion: The cross-sectional design used precludes causal inference, the mediation results should be interpreted as descriptive rather than causal, and the use of non-random sampling limits the generalizability of the findings. These findings highlight the importance of integrating mental health and lifestyle interventions to reduce vulnerability to type 2 diabetes, especially in at-risk populations.

Indexed as

AnxietyDepressionDiabetes Mellitus, Type 2Feeding BehaviorAdultAgedCross-Sectional StudiesFemaleHondurasHumansMaleMiddle AgedRisk FactorsSurveys and Questionnairesanxietydepressioneating behaviorhealth psychologyirrational food beliefstype 2 diabetes mellitus

Identifiers

PMID41334405
PMCPMC12665560

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.