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Record W3091818027

Les effets d’un cours traitant de l’école inclusive sur les croyances de futurs enseignants au regard de leur sentiment de compétence en éducation inclusive

2020· article· fr· W3091818027 on OpenAlexaffvenueabout
René Langevin, Angélique Laurent, Serge Larivée, Carole Sénéchal

Bibliographic record

VenueCanadian Journal of Education / Revue canadienne de l éducation · 2020
Typearticle
Languagefr
FieldSocial Sciences
TopicInclusion and Disability in Education and Sport
Canadian institutionsUniversity of OttawaUniversité de Montréal
Fundersnot available
KeywordsPsychologyCompetence (human resources)FeelingPedagogySubject matterSocial psychologyCurriculum
DOInot available

Abstract

fetched live from OpenAlex

The goal of this study, which was of an exploratory nature, was to evaluate the effects of an inclusive school course in which future teachers had the opportunity to systematically examine their own beliefs on the subject of inclusive education. For this purpose, two groups were formed: one experimental group (N = 25), which took the modified course, and one control group (N = 25), which took the same course but without modifications. At the beginning and at the end of the course, the two groups filled out a questionnaire on the subject of their beliefs about inclusive education. The statistical analysis carried out on the total score suggests that the experimental group did not obtain a significantly higher score than the control group did except in the domain of pedagogical competencies and leadership. Also, after having completed the modified course, the future teachers in the experimental group declared themselves to be more competent than those in the control group for the questionnaire items pertaining to seven out of eight indicators from the competence 4 norms of Alberta Education (MEA, 2018). Curiously, the future teachers from both groups felt incompetent with classroom management (indicator 6) whether they followed the modified course or not. These results seem promising, since they would indicate an interesting way of helping future teachers augment their feelings of competence in the area of inclusive education by means of a university course. Keywords: modified school inclusive course, future teachers, beliefs about inclusive education, feelings of competence

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.999
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0070.000

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 head0.043
GPT teacher head0.311
Teacher spread0.267 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2020
Admission routes3
Has abstractyes

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Same venueCanadian Journal of Education / Revue canadienne de l éducationSame topicInclusion and Disability in Education and SportFrench-language works237,207