Situation in Special Education: Interaction between Teachers and Children Who Have Intellectual Disability and Who Display Challenging Behaviours
Bibliographic record
Abstract
Interactions between staff and individuals with intellectual disability have been shown to influence the development or maintenance of challenging behaviours among the latter. Given the implications of these observations, the present study sought to describe special education teachers’ responses to challenging behaviours displayed by their pupils. Eight teachers and 12 children with intellectual disability who manifested challenging behaviours were observed over the course of 6 months. Teachers completed questionnaires regarding their emotional reactions to, and understanding of, challenging behaviours. They also reported their behavioural and emotional responses to challenging behaviours described in vignettes. The combination of observation and questionnaires provided a more comprehensive understanding of teacher’s attitudes towards challenging behaviours. Results indicated a discrepancy between reported and observed behaviours. Teachers preferred verbal interventions or not responding to challenging behaviours. The analysis of interactions between teachers and their pupils highlighted relationships between emotions, attributions and several behaviours.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".