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Record W4406184252 · doi:10.5539/hes.v15n1p188

Educational Management Strategies to Promote the Sustainable Development of Entrepreneurship of Students in Higher Vocational Colleges

2025· article· en· W4406184252 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueHigher Education Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Work Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsVocational educationEntrepreneurshipSustainable developmentEntrepreneurship educationPedagogyHigher educationManagement developmentMathematics educationPsychologyManagementPolitical science

Abstract

fetched live from OpenAlex

The This paper aims to explore educational management strategies for promoting the sustainable development of entrepreneurship among students in higher vocational colleges. The research subjects consist of 400 students from 10 higher vocational colleges in Guangdong Province. Based on the data analysis results from a questionnaire survey of these 400 students and interviews with 12 experts, it is concluded that the factors influencing the sustainable development of entrepreneurship among students in higher vocational colleges include entrepreneurship knowledge, entrepreneurship teams, entrepreneurial experience, entrepreneurial capital, and entrepreneurial skills. Additionally, the influencing environmental factors encompass the market environment, educational management environment, policy and legal environment, and family environment. Combining SWOT, PEST, and TOWS matrix analyses, this paper proposes educational management strategies to foster the sustainable development of entrepreneurship among students in higher vocational colleges. These strategies aim to cultivate students' entrepreneurial spirit, provide more entrepreneurial talents to society, and promote the sustainable development of the social economy.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.859
Threshold uncertainty score0.357

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.042
GPT teacher head0.411
Teacher spread0.368 · 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