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Record W130909069 · doi:10.5206/eei.v17i3.7612

Academic Achievement of Students withEmotional and Behavioural Disorders:A Review of the Research

2007· article· en· W130909069 on OpenAlex
Jenn de Lugt

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueExceptionality Education International · 2007
Typearticle
Languageen
FieldPsychology
TopicReading and Literacy Development
Canadian institutionsQueen's University
Fundersnot available
KeywordsAcademic achievementPsychologyPsychosocialNeglectPsychological interventionEmotional and behavioral disordersIntervention (counseling)At-risk studentsPopulationReading (process)Developmental psychologyMathematics educationDyslexiaMedicinePsychotherapistPsychiatry

Abstract

fetched live from OpenAlex

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 imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.087
GPT teacher head0.491
Teacher spread0.404 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it