Teachers’ Perceptions of Integrating Students withBehaviour Disorders: Challenges and Strategies
Bibliographic record
Abstract
This study is a preliminary exploratory investigation into teachers’ perceptions of both the challenges involved in integrating children with behavioural problems and potential strategies that may be used to deal with those problems. There were two separate but related phases: Phase One was the creation of the Teachers’ Perceptions of Successful Integration (TPSI) survey; Phase Two was an initial test of the survey on 53 teachers. Based on Phase Two, results indicate that uncontrollable, dangerous behaviour and time demands placed on the teacher were the most challenging aspects of integrating this student group. Successful strategies included creating structured classrooms with positive atmospheres, having expectations that are known to the child, actively involving the child in the intervention program, establishing relationships of trust between students and teachers, and providing adequate teacher training in the area of behaviour disorders. Identifi ed unsuccessful strategies were yelling at the child and expulsion. Educational implications of the study are discussed.
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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 | 0.000 |
| 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) | 0.003 | 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".