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Record W4409822960 · doi:10.5430/wjel.v15n7p16

Engagement of Chinese EFL Learners in Problem-Based Learning: A Thematic Analysis

2025· article· en· W4409822960 on OpenAlexvenueno aff
Qian Guo, Lilliati Ismail, Halimah Jamil, Shujie Luo, Zhihao Sun

Bibliographic record

VenueWorld Journal of English Language · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceThematic mapMathematics educationThematic analysisLinguisticsNatural language processingPsychologySociologyQualitative researchPhilosophy

Abstract

fetched live from OpenAlex

Academic engagement is crucial for student success, prompting educators to explore various methods to enhance engagement. This study examines the use of Problem-Based Learning (PBL) to enhance engagement among English as a Foreign Language (EFL) undergraduates in China. Employing a qualitative approach, the research incorporates classroom observations and field notes to assess the impact of PBL on learner engagement in EFL contexts. Through thematic analysis, the study finds that PBL significantly enhances engagement across behavioral, emotional, and cognitive dimensions. The results indicate that integrating PBL into EFL instruction could substantially increase student engagement. Recommendations include embedding PBL strategies in EFL courses and developing a PBL instructional model tailored to the specifics of Chinese education. Future research should investigate PBL’s effectiveness with diverse learner populations to further elucidate its impact.

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)0.003
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.272
Threshold uncertainty score0.549

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.013
GPT teacher head0.330
Teacher spread0.317 · 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 designQualitative
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

Citations1
Published2025
Admission routes1
Has abstractyes

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