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Record W6904931391 · doi:10.15018/00001080

高等教育政策における学生移動 : 「教育ハブ」の創出と多文化社会の変容

2013· article· en· W6904931391 on OpenAlexaboutno aff

Bibliographic record

VenueInstitutional Repositories DataBase (IRDB) · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsHigher educationInternationalizationGlobalizationInternational educationStudy abroadQuality (philosophy)Process (computing)Human resources

Abstract

fetched live from OpenAlex

The purpose of this paper is to discuss how international students' movements affect higher education policies with an aim of forming education hubs. International students' movements have become more active, massive and diversified in the process of globalization and internationalization of higher education. People in general have come to be more concerned about studying abroad through the cross-border programs, while governments are also eagerly attracting international students for human resource development. There are several types of students' movements as follows; 1) bilateral movement, 2) multilateral movement through international networking, and :3) transit movement in which students can move from one place to another. As a result, education centers have appeared or are being designed to become hubs for international students. Those hubs are classified into three types; “student hub”,“skilled workers hub”, and “knowledge /innovation hub” (Knight, 2011), which can become an important strategic factor of higher education policy in many countries. For example, Sri Lanka has just started a reform of higher education with an aim to become “the most-cost effective and quality education hub in Asia”. Malaysia has already started functioning as a “student hub”, thus attracting various international students from Asia, Middle East and African countries. It can be said that Malaysia is a transit point as the preliminary destination for students who will eventually go on to English speaking countries like USA, UK, Canada, Australia and so on to get higher degrees. However, the formation of hub by international students' movement has also caused some issues as follows; frictions between local people and newcomers, drastic cultural changes and social security problems, one of which is the typical issue of people flowing illegaly into countries. These conflicts can stimulate people's nationalism, thus bringing about controversial political debates. International students' movements can provide higher education policies with new perspectives, while it is also true that it causes political and social problems.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.691
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.002

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 head0.017
GPT teacher head0.298
Teacher spread0.280 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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

Citations0
Published2013
Admission routes1
Has abstractyes

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