Relationship Between Oral Language Anxiety and Students’ Arabic Language Learning Outcomes in Malaysian Secondary Schools
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
Anxiety is an affective factor that plays an important role in affecting the mastery and achievement of language learning. This study aims to examine the level of oral language anxiety and its relationship with learning outcomes among religious secondary school students in Malaysia. The questionnaire was distributed to 500 form four students from 20 religious secondary schools. Findings show that the levels of oral language anxiety are moderately high level with values (Min = 3.48; SP = 0.64). The significant relationship between student learning outcomes and listening anxiety skills (r = -.121, p <.05) and speaking anxiety (r = -.154, p <. 05) at a significance level of 0.01. This study suggests that teachers should always be sensitive to the psychological needs of students by always providing motivation, and encouragement and using effective teaching methods to overcome the anxiety of learning Arabic.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.000 | 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 it