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Miniature Linguistic Systems for Individuals With Autism Spectrum Disorder: A Systematic Review and Meta-Analysis.
Paul J Simeone1,2, Ralf W Schlosser3,4,5, Sarah E Frampton6
1MGH Institute of Health Professions, Boston, MA.
Matrix training, a method for generative learning, effectively improves skills in individuals with autism spectrum disorder (ASD). This evidence-based practice supports acquisition, generalization, and maintenance of various outcomes for children with ASD.
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Area of Science:
- * Developmental Psychology
- * Applied Behavior Analysis
- * Special Education
Background:
- * Miniature linguistic systems, or matrix training, organize learning targets to enhance generative learning and recombinative generalization.
- * This systematic review evaluates the efficacy of matrix training for individuals with autism spectrum disorder (ASD).
- * The review focuses on improvements in instruction-following, expressive language, play skills, and literacy skills.
Approach:
- * A systematic review methodology was employed, utilizing Covidence software for study management.
- * Data extraction included participant characteristics, matrix designs, intervention methods, and dependent variables.
- * Quality appraisal used the What Works Clearinghouse (WWC) Single-Case Design Standards, with effect size estimation via non-overlap of all pairs (NAP).
Key Points:
- * Twenty-six studies with 65 participants met inclusion criteria, all employing single-case experimental designs.
- * Eighteen studies met WWC standards, indicating high-quality research.
- * Aggregated NAP scores for acquisition, generalization, and maintenance were in the high range.
Conclusions:
- * Matrix training is an effective method for teaching individuals with ASD, promoting acquisition, generalization, and maintenance of skills.
- * Statistical analyses for moderators of effectiveness were not significant.
- * Matrix training meets criteria as an evidence-based practice for individuals with ASD, according to WWC standards.