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Toward a Consensus Model of Cognitive-Reading Achievement Relations Using Meta-Structural Equation Modeling.
Daniel B Hajovsky1, Christopher R Niileksela2, Dawn P Flanagan3
1Department of Educational Psychology, Texas A&M University, College Station, TX 77845, USA.
Cognitive abilities significantly predict academic skills, including reading. This study confirms these cognitive-reading relations using a large-scale meta-analysis, enhancing assessment and intervention frameworks.
Area of Science:
- Psychology
- Educational Psychology
- Psychometrics
Background:
- Cognitive tests assess psychological constructs crucial for academic skill development.
- Previous research on cognitive-reading achievement relations shows inconsistencies due to limited samples and single-test batteries.
Purpose of the Study:
- To develop a consensus model of cognitive-reading achievement relations.
- To address inconsistencies in prior research by employing a robust meta-analytical approach.
Main Methods:
- Utilized meta-structural equation modeling (meta-SEM) on a large dataset of correlations.
- Analyzed 49,959 correlations from 599 matrices, encompassing 1112 subtests from 137 cognitive and achievement tests.
Main Results:
- Findings confirmed that cognitive abilities are significant predictors of reading skills.
- The relationships between cognitive abilities and reading achievement were found to generalize across diverse test batteries and samples.
- Results align with integrated cognitive-reading models.
Conclusions:
- The consensus model provides a more valid understanding of cognitive-reading construct relations.
- Implications for refining assessment and intervention frameworks in educational psychology.
- Highlights the importance of cognitive abilities in predicting academic outcomes.
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