Factors Affecting the Implementation of Communicative Language Teaching in Taiwanese College English Classes
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.
Bibliographic record
Abstract
Foreign language teaching in many Asian-Pacific countries in recent decades has shifted toward communicative-focused instruction. However, researchers have reported a gap between policy and practice. To incorporate teachers’ voices in adopting the communicative approach in the curriculum, this study explores factors that promote or hinder EFL teachers’ implementation of Communicative Language Teaching (CLT) in Taiwanese college English classes. The findings indicated that the factors that impacted implementation of CLT related to teachers, students, the educational system, and suitability of CLT in the local context. Also, certain situational constraints were found to hinder the implementation of CTL. The article provides practical recommendations for teachers, educators, and policy makers to further improve teacher training, curriculum design, and situational constraints to ensure success in implementing the CLT approach.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it