Academic Achievement of Students withEmotional and Behavioural Disorders:A Review of the Research
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
Although students with emotional and behavioural disorders often have academic defi cits, the interventions provided for these students usually focus on their behaviour. The result may be that the academic needs of this population are neglected and possibly increase due to neglect. While the research is inconclusive, it suggests that there may be a reciprocal relationship between poor academic achievement and problem behaviour. Without early and effective intervention, students with emotional and behaviour disabilities (EBD) are likely to be at risk for poor academic as well as psychosocial outcomes. The purpose of this review is threefold: (a) to review the recent research on the academic achievement, particularly reading achievement, of students with EBD; (b) to describe the current classroom instruction provided to students with EBD; and (c) to review the research on what constitutes effective instructional practice for this population. The paper closes with recommendations for future research.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 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) | 0.002 | 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