special education / explicit instruction for learning disabilities
Established that explicit, systematic instruction is among the most effective approaches for students with learning disabilities; debate concerns components and transfer, not whether it works.
Supported by meta-analyses identifying explicit instruction as the highest-yield component for students with LD in mathematics (Gersten et al., 2009), a half-century Direct Instruction meta-analysis of ~328 studies with uniformly positive effects (Stockard et al., 2018), and convergent reading- and math-intervention meta-analyses (Berkeley et al., 2010; Stevens et al., 2018; Jitendra et al., 2018). Effects are largest on proximal academic measures and scale with instructional time.
Gersten, R., Chard, D. J., Jayanthi, M., et al (2009). Mathematics Instruction for Students With Learning Disabilities: A Meta-Analysis of Instructional Components. Review of Educational Research.
Meta-analysis
Across instructional components, explicit instruction and teaching students heuristics provided the largest, practically important gains in mathematics proficiency for students with learning disabilities.
Bearing on this claim: Explicit instruction the highest-yield component for students with LD in mathematics.
doi.org/10.3102/0034654309334431Stockard, J., Wood, T. W., Coughlin, C., & Rasplica Khoury, C (2018). The Effectiveness of Direct Instruction Curricula: A Meta-Analysis of a Half Century of Research. Review of Educational Research.
Most outcomes are proximal and researcher-aligned; transfer and maintenance are less consistently demonstrated; effect sizes are group averages with heterogeneity; and the rating concerns students with LD, not the general-education pedagogy debate.
Last reviewed June 28, 2026
Meta-analysis
All estimated effects of Direct Instruction were positive and (with one exception) statistically significant across reading, math, language, and spelling, with moderate-to-large, durable effect sizes.
Bearing on this claim: Half-century DI meta-analysis (~328 studies): uniformly positive, moderate-to-large, durable.
Stevens, E. A., Rodgers, M. A., & Powell, S. R (2018). Mathematics Interventions for Upper Elementary and Secondary Students: A Meta-Analysis of Research. Remedial and Special Education.
Meta-analysis
Mathematics interventions (predominantly explicit/systematic) produced a moderate effect (g ~ 0.49 after small-study adjustment); more than 15 hours of treatment moderated outcomes.
Bearing on this claim: Math-intervention meta-analysis: moderate effect (g ~ 0.49); time moderates.
doi.org/10.1177/0741932517731887Berkeley, S., Scruggs, T. E., & Mastropieri, M. A (2010). Reading Comprehension Instruction for Students With Learning Disabilities, 1995-2006: A Meta-Analysis. Remedial and Special Education.
Meta-analysis
Reading-comprehension interventions (including explicit skills, strategy, and self-regulation instruction) were generally very effective, with mean effect sizes of .52 (norm-referenced) to .69-.75 (criterion-referenced/generalization).
Bearing on this claim: Reading-comprehension meta-analysis: explicit/strategy instruction broadly effective.
doi.org/10.1177/0741932509355988Jitendra, A. K., Lein, A. E., Im, S.-h., et al (2018). Mathematical Interventions for Secondary Students With Learning Disabilities and Mathematics Difficulties: A Meta-Analysis. Exceptional Children.
Meta-analysis
Mathematics interventions improved outcomes for secondary students with LD/math difficulties (g ~ 0.37); instructional time moderated the relationship between intervention and learning.
Bearing on this claim: Secondary-math meta-analysis: positive effect (g ~ 0.37); instructional time moderates.
doi.org/10.1177/00144029177374675 supporting verified sources