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Record W4385548822 · doi:10.21315/ijaps2023.19.2.8

Providing Access to Higher Education for Refugees: Comparative Analysis and Policy Recommendations for South Korea

2023· article· en· W4385548822 on OpenAlexaboutno aff
H.S. Lee, Brendan Howe

Bibliographic record

VenueInternational Journal of Asia Pacific Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicKorean Peninsula Historical and Political Studies
Canadian institutionsnot available
FundersEwha Womans University
KeywordsRefugeePolitical scienceNormativeEconomic growthPublic administrationTreatyConventionLawEconomics

Abstract

fetched live from OpenAlex

Securing higher education rights for refugees is critical not only for refugees’ selfempowerment but also for the peaceful development of communities. Qualifications recognition is a major barrier when refugees attempt to apply for work or higher education, due to missing documents or unavailability of issuing institutions in their home countries. This issue led to the 2019 Global Convention as the first global treaty on higher education. However, South Korea, a rising power with a normative policy focus, has little addressed qualifications recognition for refugees. Therefore, this research examines the extent to which South Korea, has internalised international norms regarding the provision of education for non-North Korean refugees. Then, by benchmarking the policies of Western normative middle powers, Canada, Norway, and Australia, the research analyses the strengths and limitations of existing qualifications recognition policies for refugees. The paper also refers to the existing policy for access to higher education for North Korean refugees in South Korea. It argues that South Korea should not only welcome more refugees but also develop an effective measure for the recognition of qualifications for refugees to integrate them as productive members of the society in fulfilment of its international humanitarian obligations, but also in accordance with its national interest. Lastly, this research concludes with policy recommendations for establishing a fair and effective recognition system for qualifications of refugees in South Korea, modelled on existing policies for North Korean refugees.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.922
Threshold uncertainty score0.367

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.183
GPT teacher head0.500
Teacher spread0.318 · 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 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
Published2023
Admission routes1
Has abstractyes

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