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Record W4388810492 · doi:10.5430/jct.v12n6p174

Perspectives of Individuals Engaged in Inclusive Teaching Activities for Children with Disabilities in Primary Schools

2023· article· en· W4388810492 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Curriculum and Teaching · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicDengue and Mosquito Control Research
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)PerceptionPsychologyMathematics educationMedical educationPedagogyMedicineSocial psychology

Abstract

fetched live from OpenAlex

This research aims to examine the current state of inclusive teaching for children with disabilities in primary schools within the South-Central region, Vietnam. A survey involving administrators, teachers, and parents was conducted across 30 primary schools in Da Nang City, Phu Yen Province, and Ninh Thuan Province. The study investigates participants’ perceptions of inclusive teaching activities, the realization of inclusive teaching objectives, content alignment, teaching methods, and assessment practices. Survey data from 390 participants was analyzed to extract insights and patterns. The data collection took from December 2020 to August 2021. The study explored perceptions of inclusive teaching importance, revealing that 7.95% found it “very important”, 8.97% deemed it “important”, 13.85% considered it “less important”, and 69.23% found it “not important”. The assessment of correctness yielded mean scores ranging from 1.65 to 3.50. The achievement of inclusive teaching objectives scored between 3.37 and 3.47. Integrating inclusive teaching content received mean scores from 3.35 to 3.50. Various teaching forms scored between 1.60 and 2.36, indicating potential improvements. Inclusive teaching methods scored between 1.76 and 3.40. Evaluation and assessment mean scores ranged from 1.70 to 2.22. This research contributes to the ongoing dialogue on inclusive education, offering a comprehensive understanding of the challenges and opportunities in providing effective and inclusive learning experiences for children with disabilities in the South-Central region, Vietnam.

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)0.010
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.400
Threshold uncertainty score0.651

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.018
GPT teacher head0.350
Teacher spread0.332 · 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