EF explains substantial achievement variance (about 20–60% in school children) while SRL shows positive but low-effect-size relations to achievement¶

Claim · All claims
Evidence · 1 study (2 entries) · review r2 · q2–q3
Currency · newest study 2024 · checked against its sources 2026-10-22 (automated, 2 of 2 entries) · not reviewed by a person

Subclaims¶

q2 i? EF is a valid predictor of academic achievement, explaining about 20–60% of school children's achievement variance, while meta-analyses show SRL relates positively to achievement with low effect sizes. → Laura Dörrenbächer-Ulrich 2024 q3 i? In Cirino et al. (2019), EF components added about 3% explained variance to reading models, with the SRL factor contributing 0.3%. → Laura Dörrenbächer-Ulrich 2024 (2)

Evidence¶

Laura Dörrenbächer-Ulrich 2024¶

Laura Dörrenbächer-Ulrich, Marius Bregulla. (2024). The Relationship Between Self-Regulated Learning and Executive Functions—a Systematic Review. Educational Psychology Review. https://doi.org/10.1007/s10648-024-09932-8

q2 · i? · review · r?

The review's theoretical-background section, citing prior meta-analyses and reviews, states "EF is a valid predictor for academic achievement" explaining "about 20–60% of school children's achievement variance", while SRL meta-analyses show positive but low effect sizes; these are second-hand figures attributed to the cited works.

"EF is a valid predictor for academic achievement (McClelland et al., 2013; Titz & Karbach, 2014) and can explain about 20–60% of school children's achievement variance"

Laura Dörrenbächer-Ulrich 2024 (2)¶

Laura Dörrenbächer-Ulrich, Marius Bregulla. (2024). The Relationship Between Self-Regulated Learning and Executive Functions—a Systematic Review. Educational Psychology Review. https://doi.org/10.1007/s10648-024-09932-8

q3 · i? · review · r2

Table 1 entry for Cirino et al. (2019), late elementary school children (n = 846): "EF components added about 3% of explained variance to strong baseline models, with the SRL factor contributing 0.3%" to reading comprehension models.

"EF components added about 3% of explained variance to strong baseline models, with the SRL factor contributing 0.3%"

Discussion¶

Related Claims¶

• Meta-analytic findings show small-to-medium relations between EF and academic performance, with cognitive flexibility showing the strongest effects — reports the opposite
• Executive functions, especially working memory, inhibition, and cognitive flexibility, are consistently associated with core SRL activities — related
• Executive functions show significant associations with reading outcomes in elementary school children (meta-analysis of 60 studies, 275 effect sizes) — related
• Metacognition mediates the relationship between EF and SRL — related
• Interventions targeting SRL or EF show little evidence of far transfer to the other construct — related
• Executive functions show consistent positive meta-analytic associations with academic outcomes — related