MétaCan
Menu
Back to cohort
Record W3118313365 · doi:10.22452/jati.vol25no2.10

CAPITALISING ON THE STRENGTHS OF INTERNATIONAL BRANCH CAMPUSES IN MALAYSIAN TRANSNATIONAL HIGHER EDUCATION LANDSCAPE

2020· article· en· W3118313365 on OpenAlex
Aiman Rashad, Mazlan Majid, Thirunaukarasu Subramaniam

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueJournal of Southeast Asian Studies · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Islamic Studies
Canadian institutionsnot available
FundersUniversiti Malaya
KeywordsHigher educationPolitical scienceAccreditationGovernment (linguistics)BlueprintChinaInternational educationInternationalizationGlobalizationPublic administrationEconomic growthTourismPublic relationsBusinessInternational tradeEngineeringEconomics

Abstract

fetched live from OpenAlex

Recently, the Malaysian government announced the possibility of establishing a Japanese university's branch campus in Malaysia. The most likely candidate for the first Japanese university to pave the way to Malaysia is Tsukuba University. It is part of the Look East Policy 2.0 revived by the previous Malaysian Prime Minister, Tun Mahathir Mohamad. Before this, many universities from abroad have set up various forms of transnational higher education (TNHE) in Malaysia, including from countries such as Australia, Canada, United Kingdom, United States of America and China. The Malaysian Government in her Malaysian Education Blueprint 2015-2025 (Higher Education) (Ministry of Education Malaysia, 2015) indicates that it intends to increase international students to 250,000 by 2025 to strengthen its position as an international higher education hub. Malaysia has acquired various strengths, opportunities and experience based on its past track record, which prove that this task is not monumental. This paper explores the strengths and opportunities that Malaysia has acquired and accumulated to enhance its capabilities as an international higher education hub to achieve the internationalisation goal by delineating the sustainability aspect of the transnational higher education plan in Malaysia. Malaysia, through the establishment of the IBCs, has identified various strengths involving TNHE. Those strengths include regional education hub, ability to attract a large pool of international students, capitalising on the power of the MQF, self-accreditation status given to TNHEs, cost advantage and education tourism potential.   Keywords: transnational higher education, international branch campus, regional education hub, globalisation, Malaysia

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)0.000
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.458
Threshold uncertainty score0.275

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.042
GPT teacher head0.342
Teacher spread0.300 · 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