A Case Study of Chinese Students’ and IEP Faculty Perceptions of a Creativity and Critical Thinking Course
Bibliographic record
Abstract
The attention to fostering learners’ critical thinking and creativity skills in secondary school and college students is growing in Western and non-Western countries. This study investigated the integration of a creativity and critical thinking course in an Intensive English Programs (IEP) to determine how the same course may contribute to international students’ linguistic skills and analytic abilities in preparation for college. Perry’s (1970) conceptual framework was adopted to analyze Chinese students’ views of problems presented in a creativity and critical thinking course, and how the same knowledge related to the Chinese students’ prior educational experiences as well as connect to their future studies. IEP faculty and administrator’s perceptions provided an additional perspective into the purpose and learning outcomes of the same course. Findings from this research address a gap in the literature that seeks effective strategies and models for IEPs to foster international students’ analytic skills in preparation for college studies.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".