MétaCan
Menu
Back to cohort
Record W2901655970 · doi:10.5539/jedp.v9n1p9

Assessing Primary School Teachers’s Knowledge of Specific Learning Disabilities in the Kingdom of Saudi Arabia

2018· article· en· W2901655970 on OpenAlexvenueno aff
Nsreen Alahmadi, Mogeda El Sayed El Keshky

Bibliographic record

VenueJournal of Educational and Developmental Psychology · 2018
Typearticle
Languageen
FieldPsychology
TopicReading and Literacy Development
Canadian institutionsnot available
FundersKing Abdulaziz University
KeywordsPsychologyLearning disabilitySchool teachersMedical educationKnowledge levelSample (material)Mathematics educationPedagogyDevelopmental psychologyMedicine

Abstract

fetched live from OpenAlex

PURPOSE: Children with Learning disabilities require exceptional attention from family, their social circle and teachers. Because moral support and learning are initiated in the school environment by teachers (Padmavathi & Lalitha, 2009), the aim of this study is to evaluate primary school teachers’ knowledge about special learning disabilities in the Kingdom of Saudi Arabia. MATERIAL & METHOD: A sample of 902 primary private and puplic school teachers from 78 schools across different regions of Saudi Arabia was selected using a convenience sampling technique. Teachers’ knowledge about learning disabilities was surveyed electronically using a structured knowledge 40-item questionnaire on learning disabilities. A descriptive and quantitative approach was used to assess their knowledge. SPSS v21 was used to analyze the data. RESULTS: The study found that a majority of primary school teachers have average knowledge about specific learning disabilities. Consequently, teachers’ range of knowledge has statistically significant impact on their level of knowledge. The study correspondingly shows a significant relationship between levels of knowledge and socio-demographic variables, but no statistically significant difference in the knowledge level of male and female teachers regarding learning disabilities. CONCLUSION: Teachers do not have adequate knowledge regarding learning disabilities, and do not know what should be done when facing such issue. Teachers’ knowledge about learning disabilities is insuficient, because their academic training did not include any courses about it. As a consequence, education lawmakers should arrange appropriate teacher training or structured learning programs regarding learning disability concepts, assessment, diagnosis and identification for such teachers.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
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 head0.062
GPT teacher head0.395
Teacher spread0.333 · 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

Citations30
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Educational and Developmental PsychologySame topicReading and Literacy DevelopmentFrench-language works237,207