Evidence map›Paper›PMID 41379356›Full record

ArticleJournal of autism and developmental disorders2025

How Teachers' Pedagogical Beliefs Drive Effective Technology Implementation for Students With ASD in Saudi Arabia.

Houcine Benlaria, Ahmed Boudoui, Adel Saber Alanazi

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Article in Journal of autism and developmental disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Houcine BenlariaCollege of Business, Jouf University, Sakakah, Saudi Arabia. hbenlarir@ju.edu.sa.ORCID http://orcid.org/0000-0001-7108-7068
Ahmed BoudouiLaboratory of Mathematics Modeling and Applications, University of Adrar, 01000, Adrar, Algeria.
Adel Saber AlanaziCollege of Education, Jouf University, Sakakah, Saudi Arabia.ORCID https://orcid.org/0000-0002-6378-1073

Funding

King Salman Center for Disability Research KSRG-2024-122
6 · The paper itself

Abstract

purposeThis study examined the relationships between teachers' technological competence, pedagogical beliefs, and the effective implementation of innovative technologies for students with autism spectrum disorder (ASD) in Saudi Arabia; further, it explored how these factors ultimately influence student learning outcomes.

methodsUsing a cross-sectional survey design, data were collected from 122 special education teachers across Saudi Arabia and analyzed using partial least squares structural equation modeling.

resultsWhile technological competence alone did not show a significant direct effect, the results revealed that teachers' pedagogical beliefs significantly predicted effective technology implementation. Student characteristics mediated the relationship between pedagogical beliefs and implementation effectiveness, while institutional factors did not demonstrate significant mediating effects. Notably, effective implementation of innovative technologies strongly predicted student learning outcomes. The model explained substantial variance in implementation effectiveness and student learning outcomes.

conclusionsThese findings suggest that, besides their technical skills, teachers' belief systems drive effective technology integration for students with ASD. Educational initiatives should prioritize developing positive attitudes toward technology alongside technical training, particularly emphasizing how technology can address the specific learning needs of students with ASD.

Indexed as

Autism spectrum disorderEducational technologyPedagogical beliefsSaudi ArabiaSpecial educationStructural equation modelingTechnological competence

Identifiers

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.