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Updated: Feb 11, 2026

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Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
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A Pilot Study Examining Elements to Improve Generalized Word Reading Skills for Students With Significant Word
Nathan H Clemens1, Alexis N Boucher2, Sharon Vaughn1
1The University of Texas-Austin, USA.
Journal of Learning Disabilities
|February 10, 2026
Summary
An integrated approach to teaching word reading, emphasizing spelling-sound correspondence variability, significantly improved reading efficiency and fluency in young students with reading difficulties.
Area of Science:
- * Educational Psychology
- * Developmental Psychology
- * Cognitive Science
Background:
- * Students in grades 2-4 with significant word reading difficulties require effective interventions.
- * Existing interventions vary in their approach to decoding and high-frequency word instruction.
Purpose of the Study:
- * To compare the efficacy of two distinct 10-week reading interventions for students with word reading difficulties.
- * To investigate the impact of emphasizing spelling-sound correspondence variability on reading skill generalization.
Main Methods:
- * Random assignment of students to either a Dual Treatment or Integrated intervention condition.
- * Dual Treatment: focused on regularity, sound-by-sound decoding, and separate whole-word instruction.
- * Integrated: interleaved regularity/variability, larger letter units, and aligned high-frequency word instruction.
Main Results:
- * The Integrated condition showed statistically significant improvements in word reading efficiency (g = 0.37) and silent word identification fluency (g = 0.41).
- * The Integrated condition also outperformed on a list of untargeted words (g = 0.26), suggesting better generalization.
- * Effect sizes favored the Integrated condition for sentence reading efficiency and other word lists, while Dual Treatment showed a non-significant advantage in spelling correct letter sequences.
Conclusions:
- * Interventions that incorporate greater variability in spelling-sound correspondence may enhance generalized word reading skills.
- * The Integrated intervention approach appears more effective for improving reading efficiency and fluency in struggling readers.
- * Further research is needed to explore the long-term effects and optimal methods for teaching spelling-sound correspondences.
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