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Culture, Attention, and Mental Health: Recent Empirical Findings on Visual Scenes and Its Influence on Culture-Bound Syndromes

2022· book-chapter· en· W4226328854 on OpenAlexaff
Takahiko Masuda, Hajin Lee, Matthew Russell

Bibliographic record

VenueOxford University Press eBooks · 2022
Typebook-chapter
Languageen
FieldSocial Sciences
TopicYouth Substance Use and School Attendance
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsPsychologyInterdependenceCognitionMental healthContext (archaeology)Cognitive psychologyPerceptionCultural neuroscienceEmpirical evidenceEmpirical researchSocial psychologySociologySocial sciencePsychotherapistEpistemologyPsychiatry

Abstract

fetched live from OpenAlex

Abstract Under the rubric of interdependent versus independent social orientation and holistic versus analytic cognition, cultural psychologists have demonstrated that there are substantial cultural variations in social cognition. Empirical evidence converges to demonstrate that, in a society where interdependent social orientation and holistic cognition have historically developed, people are more prone to attend to target information, while being sensitive to the context, relationship, and situation that surround the target (context-oriented attention). However, in a society where independent social orientation and analytic cognition have historically developed, people are more prone to attend to what they think is the most salient and important information, while paying little attention to its context, relationship, and situation (object-oriented attention). Until recently, the applications of these findings in the field of mental health science have not been fully discussed. This chapter begins by reviewing the theoretical framework and the cognitive and neural empirical evidence that demonstrate cultural variations in attention. It then introduces a series of studies that examine cross-cultural variations in stress perception between people in independent versus interdependent social orientation. Finally, it reviews a strand of research that could be considered one of many important candidates to further advance basic research on attention to more applied research in the field of mental health, which includes taijinkyofusho (TKS), hikikomori (social withdrawal)/NEET (Not in Education, Employment, or Training) common in Japan, versus social phobia common in North America. The chapter ends with a discussion of a possible collaboration between cultural neuroscience and mental health science.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0010.002
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.050
GPT teacher head0.307
Teacher spread0.257 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2022
Admission routes1
Has abstractyes

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