MétaCan
Menu
Back to cohort
Record W3008747541 · doi:10.5539/jpl.v13n1p135

China as a Global Destination for International Students

2020· article· en· W3008747541 on OpenAlexvenueno aff
Wei Gao, Lin Wang, Yan Jingdong, Wu Yanxiong

Bibliographic record

VenueJournal of Politics and Law · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsChinaAccommodationHomelandInternational educationDescriptive statisticsPolitical scienceQualitative researchFocus groupPerceptionStudy abroadHigher educationPublic relationsPsychologySociologyPedagogyMarketingBusinessSocial science

Abstract

fetched live from OpenAlex

This qualitative study aimed to explore the reasons why China has become a global destination for international students. Recently, the enrollment of International Students has increased at Chinese Universities. The study aims to understand why such International Students from Bangladesh, India, and Pakistan choose to study in China for tertiary education rather than studying in any US or European Universities. To conclude the study, a mixed-method research methodology was used by using focus group discussions and descriptive statistics from two different surveys. The research establishes that the maximum of the international students have chosen China as their study destination is because of safety and security at the campus, proximity with their homeland, low cost of education and accommodation, and a strong perception of prospective job opportunities upon completion of their degrees. The study suggested that Chinese Universities can initiate different plans/ schemes in attracting international students from different countries of the world.

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)0.000
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 score0.645
Threshold uncertainty score0.138

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 head0.035
GPT teacher head0.389
Teacher spread0.353 · 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

Citations12
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Politics and LawSame topicInternational Student and Expatriate ChallengesFrench-language works237,207