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Record W4406403166 · doi:10.54254/2753-7048/2024.20419

Analysis of Educational and Cultural Attitudes in Chinese Society Toward Adolescent Dating among Students

2025· article· en· W4406403166 on OpenAlexaff
J. Jean Chen

Bibliographic record

VenueLecture Notes in Education Psychology and Public Media · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPsychosocial Factors Impacting Youth
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPsychologyMathematics educationDevelopmental psychology

Abstract

fetched live from OpenAlex

In recent years, with an increasing awareness of mental health issues among Chinese adolescents, teenage dating has gradually become a focal point of discussion among society, educational systems, and parents. Within the unique cultural context of China, adolescent dating intersects with educational values, family attitudes, and social morality. Traditional Chinese society generally maintains a conservative stance on adolescent romantic relationships, viewing them as potential distractions from academic performance and future development. However, as globalization progresses and adolescents’ sense of personal identity strengthens, an increasing number of teenagers are exploring emotional autonomy, making teenage dating an undeniable social phenomenon. This paper systematically examines the varied perspectives of Chinese society, schools, and parents on teenage dating through literature analysis. It investigates how these attitudes impact adolescents' emotional development and academic performance. Findings reveal that, although parents and schools predominantly hold negative views toward teenage dating, citing concerns about academic distraction, psychological pressure, and potential health risks, adolescents' emotional needs and the influence of social culture have grown more pronounced in recent years, leading to the normalization of teenage dating. Moreover, the lack of systematic emotional education in schools has exacerbated adolescents’ confusion about romantic relationships, resulting in a need for more effective guidance. This paper proposes that schools and families improve communication, provide balanced emotional education, and harmonize emotional guidance with academic development to support adolescents' healthy growth and mental well-being

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)0.001
metaresearch head score (Gemma)0.003
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 score0.057
Threshold uncertainty score0.737

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
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 head0.032
GPT teacher head0.437
Teacher spread0.405 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueLecture Notes in Education Psychology and Public MediaSame topicPsychosocial Factors Impacting YouthFrench-language works237,207