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Record W4408267885 · doi:10.5539/jel.v14n3p347

Educational Inclusion of Children with Down Syndrome in Kuwait: Challenges from Kindergarten Teachers’ Perspectives

2025· article· en· W4408267885 on OpenAlexvenueno aff
Nouf Salem Almarzouq, Bader Alqallaf, Abdulaziz Alawadh

Bibliographic record

VenueJournal of Education and Learning · 2025
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)PsychologyMathematics educationPedagogyDevelopmental psychologySocial psychology

Abstract

fetched live from OpenAlex

Understanding the challenges of inclusive education is essential for evaluating its effectiveness. By identifying these obstacles, stakeholders, policymakers, and educators can systematically address the issues. This study investigates the barriers to including children with Down syndrome in kindergartens in Kuwait, focusing on teachers’ perspectives. Using a descriptive survey method, the researcher designed a questionnaire with two sections: the first covered demographic variables, and the second consisted of 32 items addressing the study’s themes. The questionnaire was distributed to a sample of 90 kindergarten teachers in Kuwait. Data on the challenges hindering the inclusion of children with Down syndrome, as perceived by the teachers, were collected and analyzed using appropriate statistical methods.The findings revealed that administrative barriers were the most significant, with a mean score of 3.86 and a standard deviation of 0.70. The lack of clear policies supporting inclusion was identified as the primary barrier from the teachers’ perspective. Furthermore, concerns were raised about inadequate infrastructure, such as the absence of safe spaces and poor building design. Regarding family-related barriers, the results indicated that families also posed challenges to implementing inclusion for children with Down syndrome in kindergartens.The study recommended implementing awareness programs and workshops for teachers, parents, and non-disabled students to improve understanding of the needs of children with Down syndrome in inclusive kindergarten settings.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.136
Threshold uncertainty score0.270

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0070.003
Scholarly communication0.0040.003
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.019
GPT teacher head0.350
Teacher spread0.331 · 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 designQualitative
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
Published2025
Admission routes1
Has abstractyes

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