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Record W4413831695 · doi:10.1515/wvte-2025-0014

Pathways for Constructing China’s Highly “Dual-Qualified” Teaching Force in the New Era: A Textual Analysis of Nine Chinese Vocational Education Policies (2019–2025)

2025· article· en· W4413831695 on OpenAlexaff
Yihe Huang, Li Jun

Bibliographic record

VenueWorld Vocational and Technical Education · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGeochemistry and Geochronology of Asian Mineral Deposits
Canadian institutionsWestern University
Fundersnot available
KeywordsVocational educationDual (grammatical number)ChinaMathematics educationPolitical scienceSociologyPedagogyPsychologyLiteratureArtLaw

Abstract

fetched live from OpenAlex

Abstract Against the backdrop of industrial transformation and the digital transition of vocational education in the new era, building a highly “dual-qualified” teaching force has become a pivotal issue in advancing the high-quality development of China’s vocational education. Based on nine nationally issued vocational education policy documents from 2019 to 2025, this study employed textual analysis and qualitative research methods to systematically examine the pathways for constructing a highly “dual-qualified” teaching force, utilizing a three-tier coding framework to elucidate the policy priorities and focal points in China’s efforts. The findings reveal that the current development of “dual-qualified” teachers in China primarily advances along four dimensions: (1) standardizing the entry mechanism for “dual-qualified” teachers to ensure their possession of “dual qualifications”; (2) fostering “dual competencies” through industry-education collaborative teacher training; (3) establishing a post-employment professional development support system to facilitate continuous improvement in teachers’ expertise; and (4) refining incentive and evaluation mechanisms to motivate vocational education teachers to attain and enhance their “dual-qualified” capabilities. The study summarizes four key policy pathways for China’s high-level “dual-qualified” teacher development, shares successful experiences in this endeavor, and contributes to broadening global perspectives on vocational education teacher development research.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.811
Threshold uncertainty score0.569

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.012
GPT teacher head0.277
Teacher spread0.265 · 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 designTheoretical or conceptual
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 venueWorld Vocational and Technical EducationSame topicGeochemistry and Geochronology of Asian Mineral DepositsFrench-language works237,207