"It's Like Chicken but Bigger": Effects of Communication Strategy in the ESL Classroom
Bibliographic record
Abstract
This paper reports the effects of communication strategy instruction on second language performance (communicative success, speech rate, message abandonment) and on the use of communication strategies (paraphrase). Two classes of adult immigrants, enrolled in a full-time intermediate proficiency ESL program at a post-secondary institution in Canada, participated in this study. One class received 12 hours of direct communication strategy training, and the second served as a comparison group. Speaking tasks (picture story narratives, object descriptions) were administered as pretests at Week 1, immediate post-tests at Week 5, and delayed post-tests at Week 10. Post-test results showed a direct effect in favour of the communication strategy condition on range of strategies used in the object description task, which was more effective than the narrative in eliciting communication strategies. The paper concludes with a discussion of the implications of these findings for the ESL classroom.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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 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".