MétaCan
Menu
Back to cohort
Record W2083333245 · doi:10.5539/ies.v7n1p47

A Comparison of the Internationalization of Education in Taiwan and Japan: The Perspective of Elementary School Principals

2013· article· en· W2083333245 on OpenAlexvenueno aff
Ming-Huang Lin, Shanhua Chen

Bibliographic record

VenueInternational Education Studies · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsInternationalizationGlobeInternational educationWorkforceDescriptive statisticsAnalytic hierarchy processPolitical scienceSociologyComparative educationPedagogyMathematics educationPublic relationsEconomic growthHigher educationPsychologyBusinessEngineeringEconomics

Abstract

fetched live from OpenAlex

Due to the increasing need to develop a globalized workforce, like many countries across the globe, Taiwan and Japan have extended the efforts to internationalize education to the elementary-school level. This study focuses on elementary school principals from both countries and explores the importance that these school leaders place on the level and ordering of various factors in the internationalization of education efforts. Using a questionnaire-based research design, a researcher-made instrument was administered to the principals of both countries, and the analytic hierarchy process (AHP) as well as descriptive statistics were used to compare the internationalization of education goals of both countries in terms of the effectiveness of ordering and practical implementation. Afterwards, the study utilized corresponding analysis (CA) to determine the views of the principals of both countries regarding the relationships between the goals and strategies of international education, which are summarized therein. Finally, through the data obtained and resulting discussion, the study offers some suggestions for the educational institutions and educators of both countries related to the implementation of an international education.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.332
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.055
GPT teacher head0.471
Teacher spread0.415 · 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

Citations5
Published2013
Admission routes1
Has abstractyes

Explore more

Same venueInternational Education StudiesSame topicGlobal Education and MulticulturalismFrench-language works237,207