MétaCan
Menu
Back to cohort
Record W4412699679 · doi:10.1080/10611932.2025.2516455

Urban Chinese Adolescents’ Perspectives on Gender Roles and Differential Treatment: The Significance of Teachers and Schools

2025· article· en· W4412699679 on OpenAlexaff
Rui Yang, Xuan Li, Niobe Way, Lixian Cui, Hirokazu Yoshikawa, Xinyin Chen

Bibliographic record

VenueChinese Education & Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGender Roles and Identity Studies
Canadian institutionsUniversité de Montréal
FundersNew York University Shanghai
KeywordsDifferential (mechanical device)Differential treatmentPsychologyMathematics educationDevelopmental psychologySociologyPedagogyPhysics

Abstract

fetched live from OpenAlex

Emerging research has been exploring Chinese boys’ and girls’ upbringing in the complex and evolving gender landscape. However, most existing studies focus on adult perspectives, leaving a gap in understanding Chinese children’s and adolescents’ own experiences and reflections on their gendered upbringing. This study draws on semi-structured interviews with 20 urban Chinese adolescents (50% girls) to investigate how they conceptualize gender and how they come to these understandings. Results suggest that adolescents view school, instead of the family, as a central arena of their own gender socialization. While adolescents were aware of common gender stereotypes, they often resisted definitive conclusions about gender differences, except in the realm of social interactions, where girls were commonly criticized as indirect, and boys were praised for being direct—even when that directness involved aggressive behaviors. Moreover, gender-differential treatment by teachers was consistently reported across schools, with boys assigned more demanding tasks and treated more harshly, while girls were given lighter duties and treated with greater leniency. We discuss how schools reinforce gender norms, create unequal opportunities for skill and group role development for boys and girls, and contribute to the reproduction of unequal gendered power dynamics in the workplace, family, and society.

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 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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.575

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.000
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 head0.013
GPT teacher head0.312
Teacher spread0.299 · 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 teacher head, 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".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueChinese Education & SocietySame topicGender Roles and Identity StudiesFrench-language works237,207