Evidence map›Paper›PMID 41574468›Full record

ArticleHealth education & behavior : the official publication of the Society for Public Health Education2026

Eating Behavior Traits and Success in Dietary Changes in Men with Prediabetes - the T2D-GENE Intervention.

Noora Koivu, Maria Lankinen, Ursula Schwab

Abstract read
In one paragraph

Article in Health education & behavior : the official publication of the Society for Public Health Education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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.

Noora KoivuUniversity of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-9247-3689
Maria LankinenUniversity of Eastern Finland, Kuopio, Finland.
Ursula SchwabUniversity of Eastern Finland, Kuopio, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sustained dietary change is essential for type 2 diabetes prevention, yet most Finnish men do not follow dietary recommendations. Eating behavior traits such as cognitive restraint, uncontrolled eating, and emotional eating may influence dietary success; however, their role in long-term adherence remains unclear. Moreover, men are underrepresented in eating behavior research. This study investigated whether baseline eating behavior traits predicted dietary goal achievement and changes in food intake during a 3-year lifestyle intervention among 370 older (50-75 years) men with prediabetes. The intervention promoted increased intake of vegetables, fruit, fiber, and unsaturated fats, while reducing saturated fat and sucrose. Diet was assessed with 4-day food records and eating behavior traits with the Three-Factor Eating Questionnaire-R18. Participants improved their diet quality, particularly fiber intake and fat quality. Although eating behavior traits did not predict overall success in reaching dietary goals, they were linked to specific food choices: Higher cognitive restraint predicted increased consumption of wholegrains, higher uncontrolled eating was linked to reduced intake of fatty pastries, and higher emotional eating was associated with increased nut and seed intake and decreased sugar-sweetened beverage consumption. Interestingly, traits typically associated with poorer eating habits were linked to healthier dietary changes. These results suggest that eating behavior traits may not determine overall adherence but can shape specific dietary patterns. Assessing these traits before intervention may support the design of tailored behavioral strategies. This study offers new insights into behavioral predictors of dietary change in older men with prediabetes, a group requiring personalized prevention strategies.

Indexed as

Diabetes Mellitus, Type 2DietFeeding BehaviorPrediabetic StateAgedEmotional EatingFinlandHumansLife StyleMaleMiddle AgedSurveys and Questionnairescognitive restraintdietemotional eatingintervention studytype 2 diabetesuncontrolled eating

Identifiers

PMID41574468
PMCPMC13546412

What Socratic holds

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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 Socratic graph.