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Toward A Consensus Model Of Cognitive-reading Achievement Relations Using Meta-structural Equation Modeling.

Home
Toward A Consensus Model Of Cognitive-reading Achievement Relations Using Meta-structural Equation Modeling.

Related Experiment Video

Decomposing the Variance in Reading Comprehension to Reveal the Unique and Common Effects of Language and Decoding

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Published on: October 11, 2018

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.

Journal of Intelligence

|August 27, 2025

View abstract on PubMed

Summary

This summary is machine-generated.

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.

Keywords:

CHC theory cognitive abilities cognitive–achievement relations meta-structural equation modeling reading skills

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Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills

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Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills

Published on: September 17, 2019

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.