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Record W4410051894 · doi:10.1016/j.bodyim.2025.101897

Cultural stereotypes and personal beliefs about thin people: A form of fat resistance

2025· article· en· W4410051894 on OpenAlex
Flora Oswald, Devinder Khera, Jes L. Matsick, Kimberly E. Chaney

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueBody Image · 2025
Typearticle
Languageen
FieldHealth Professions
TopicObesity and Health Practices
Canadian institutionsWestern University
Fundersnot available
KeywordsPsychologyResistance (ecology)Social psychologyDevelopmental psychology

Abstract

fetched live from OpenAlex

Stereotypes about fatness and fat people are central to a large body of research examining how fatness operates in intergroup relations, and much is known about the content of these stereotypes about fat people. However, intergroup relations are necessarily bidirectional, and many fat people engage in resistance of the thin ideal, challenging the social power afforded to thinness. Building upon evidence that members of other marginalized groups engage in upward stereotyping – that is, hold stereotypes about members of relevant advantaged groups – we examined fat people’s knowledge and endorsement of stereotypes about thin people to gain insight into fat people’s resistance. In Study 1, we used a qualitative paradigm to elucidate fat people’s ( N = 196) awareness of cultural stereotypes about thin people. In Study 2, we examined fat people’s ( N = 139) personal endorsement of these stereotypes about thin people. Participants generally endorsed thin stereotypes at or above the scale mean, and endorsement of thin stereotyping was positively associated with fat people’s resistance to the notion that thin people are superior. Together, these studies highlight novel stereotype content about thin people and provide insight into fat people’s cognitive, affective, and attitudinal experiences within fat-thin intergroup relations. • We examined fat people’s knowledge and endorsement of stereotypes about thin people. • A qualitative paradigm revealed awareness of cultural stereotypes about thin people. • Upward resistance predicted fat people’s endorsement of stereotypes about thin people. • Research must consider fat people as active agents in thin-fat intergroup relations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.536
Threshold uncertainty score0.647

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.028
GPT teacher head0.421
Teacher spread0.394 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it