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Record W4401694385 · doi:10.1080/01434632.2024.2392031

Navigating Chinese international students’ inquiry learning in a multilingual and multicultural environment

2024· article· en· W4401694385 on OpenAlex

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 Multilingual and Multicultural Development · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismMulticultural educationPedagogyInquiry-based learningMultilingualismSociologyPsychologyMathematics education

Abstract

fetched live from OpenAlex

In the past few decades, inquiry learning, as a research-based learning approach, has been increasingly emphasised in developed Western countries. This study examined the inquiry learning experiences of 17 Chinese international students at their host universities in the USA, the UK, Australia, and Canada, along with their achievements and challenges. Through two rounds of one-on-one semi-structured interviews, this study found a close relationship between the emphasis on inquiry learning in host universities and neoliberal demands for students to acquire knowledge and diverse practical competences. Urged by the learning demands in the host universities, participants advanced in knowledge acquisition, acquired active, passionate, responsible, and inclusive learning attitudes, as well as English language competence, intercultural competence, and other practical competences through inquiry learning. They also faced additional workload and challenges regarding language difficulties and sociocultural factors mediated by home and host educational, social, and cultural contexts. This study advises international and domestic staff and students to engage in constant, candid dialogue, try to understand the specific learning challenges that international students face, and the support they desire. Collaborative efforts from all relevant stakeholders are necessary to create a diversified, caring, inclusive, and supportive inquiry learning environment conducive to mutual learning and thriving.

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)0.002
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.489
Threshold uncertainty score0.718

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
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 integrity0.0000.001
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 head0.029
GPT teacher head0.392
Teacher spread0.363 · 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