Evidence map›Paper›PMID 42366406›Full record

ArticleBMC psychology2026

Development and validation of the Thoughts on Eating Scale: a domain-specific measure of belief orientations toward eating.

Rika Naito, Takatsune Kumada

Abstract readValidation Study
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Article in BMC psychology, 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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5 · Who and what money

Authors and funding

2 authors.

Rika NaitoDepartment of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Kyoto, Japan.
Takatsune KumadaDepartment of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Kyoto, Japan. kumada.takatsune.7w@kyoto-u.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding individual differences in eating behavior is a central challenge in psychological research. Because broad traits show only weak-to-moderate links to eating, and most measures focus on behavioral outcomes, belief-level, domain-specific constructs connecting global traits to situation-specific behaviors have not been a primary focus of existing measurement approaches. This study introduces and empirically validates "Thoughts on Eating" (ToE) as a domain-specific belief system positioned between stable personality traits and specific eating behaviors.

methodsWe conducted two sequential studies with Japanese adults. In Phase 1, we collected free-text responses from 100 participants to generate candidate items, then administered the resulting scale to a stratified sample of 552 adults to identify the dimensional structure of ToE through exploratory and confirmatory factor analyses. In Phase 2, we examined test-retest reliability and concurrent validity using the Expanded Mindful Eating Scale (EMES) and the Dutch Eating Behavior Questionnaire (DEBQ) in a follow-up sample of 434 participants.

resultsExploratory and confirmatory analyses supported seven factors: "Enriching One's Heart," "Encouraging Social Communication," "Realizing Oneself," "Sustaining Oneself," "Respecting Food," "Indifference to Eating," and "Disliking Eating." The latter two represent fundamental evaluative orientations that are not well captured by most existing eating-related measures. The scale demonstrated adequate temporal stability and theoretically coherent associations with established measures. Associations with demographic variables and eating behaviors indicated that ToE is shaped by the intersection of individual characteristics and sociocultural contexts, supporting its characterization as an intermediate-level construct that is more stable than situational attitudes yet more context-sensitive than global traits.

conclusionsOur findings establish that ToE is a theoretically sound construct that reflects belief orientations that have received limited systematic attention in individual-differences research on eating. This study proposes a multi-level structure as a foundation for integrating personality, social, cultural, and clinical psychology perspectives, which is expected to advance our understanding of individual differences in eating behavior.

Indexed as

Feeding BehaviorPersonalityPsychometricsThinkingAdultFemaleHumansIndividualityJapanMaleMiddle AgedReproducibility of ResultsSurveys and QuestionnairesYoung AdultBelief systemEating behaviorIndividual differencesScale developmentThoughts on eating

Identifiers

PMID42366406
PMCPMC13573447

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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.