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Record W3200771480 · doi:10.5539/res.v13n4p1

Analysis of Impact Factors of the Quality Accreditation on Design and Improvement Curriculum in the University

2021· article· en· W3200771480 on OpenAlexvenueno aff
Nguyen Duc Hanh, Phạm Văn Thuần, Vu Quynh Loan

Bibliographic record

VenueReview of European Studies · 2021
Typearticle
Languageen
FieldEngineering
TopicEngineering Education and Curriculum Development
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationCurriculumTransformative learningQuality (philosophy)Medical educationTest (biology)PerceptionPsychologyPedagogyMedicine

Abstract

fetched live from OpenAlex

Studies here are the to determine effects of the quality accreditation to a training program on aim, teaching method, test and assessment methods and content, outcomes to students. Consider the fields and the professions, skills and attitudes that the curriculum must address to support graduate outcomes for students. Analyze the challenges for higher education leaders to appropriate industry requirements and the effects on faculty perceptions and capacity to design a transformative educational program for students. Comparing the difference between a curriculum only has concentrated on meeting requirements and follows quality accreditation standards with a curriculum focus to experiment for students. A case study for universities in Australia and Vietnam have been considered, compared and recommended.

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)0.000
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 score0.514
Threshold uncertainty score0.136

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 head0.043
GPT teacher head0.317
Teacher spread0.275 · 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

Citations2
Published2021
Admission routes1
Has abstractyes

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