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Record W4412847229 · doi:10.5539/hes.v15n3p312

The Feasibility of Implementing the Programs of English-Medium Instruction for Internationalization in Higher Education

2025· article· en· W4412847229 on OpenAlexvenueno aff
Yau Tsai

Bibliographic record

VenueHigher Education Studies · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicSecond Language Learning and Teaching
Canadian institutionsnot available
Fundersnot available
KeywordsInternationalizationCurriculumHigher educationTeamworkInternationalization of Higher EducationPedagogyCompetence (human resources)Intercultural competenceCultural competenceQualitative researchGlobalizationPsychologySociologyMedical educationMathematics educationPolitical scienceBusinessMedicine

Abstract

fetched live from OpenAlex

With the trend toward internationalization and globalization, English-medium instruction (EMI) programs emerge as an innovation of the curriculum in different departments of universities in Asian countries for promoting the development of internationalization in higher education. This study thus targets both the teachers who are responsible for implementing EMI programs and the students who take EMI programs in one of the universities in Taiwan and explores whether and how these teachers and students hold positive attitudes toward implementing such programs by drawing upon qualitative research. As the results of the study show that university teachers’ attitudes toward the necessity of implementing such programs are less positive than those of university students due to the lack of receiving professional training in teaching English for specific purposes (ESP), it is concluded that EMI programs can be well implemented through both the teamwork in which those who are responsible for implementing such programs in different departments work with general English teachers and the cooperation of the students who take such programs. Since these teachers and students in the university of this study are found to recognize the importance of learning the ways to communicate and interact with people coming from different countries in the workplace via the English language to students’ future career needs, the study highlights the notion that implementing EMI programs in which the training of intercultural communication is included as part of intercultural education is indeed an essential mission for either enabling students to develop a certain level of competence to respond to world affairs in the global society of the 21st century or promoting the development of internationalization in higher 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)0.001
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 score0.843
Threshold uncertainty score0.254

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.098
GPT teacher head0.382
Teacher spread0.284 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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