Developing Saudi EFL Students’ Oral Skills: An Integrative Approach
Bibliographic record
Abstract
This study investigates the problems of EFL/ESL university students’ unwillingness to speak and take part in class discussions. Saudi students find it inappropriate to speak in class because of their fear to be seen as verbally challenging their teachers' views openly and publicly. Even when they do, they speak a little. This leads to frustration on the side of the teacher, in addition to the absence of any clear feedback from the students: whether they have/have not understood the lecture. The study proposes an integrative approach addressing this problem by integrating all the four communication skills, in addition to the sociolinguistic factor. It has been conducted at the English Department, Qassim University, KSA. The results show that the students have exhibited a considerable improvement in the oral skills. In short, the integrative approach procedure has been generally useful in overcoming those hurdles of students' reticence to communicate, participate, and interact with one another in class discussions.
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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 | 0.002 | 0.001 |
| 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 | 0.001 |
| 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 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".