Answers are grounded in this paper and cite their sources.
Randomized trial reveals that third-grade reading ability mediates math achievement gains in elementary students, suggesting broad literacy skills facilitate cross-domain learning transfer.
Far transfer-the application of learning across distant domains-remains elusive in intervention research, and even when it is found, its mechanisms remain unclear or unexplored. This study analyzes data from the model of reading engagement, a sustained content literacy intervention implemented in Grades 1-3 that demonstrated positive treatment effects on both near-transfer reading and far-transfer math outcomes in a prior study. Here, we extend the original analysis to examine the potential mechanisms of the far transfer effects previously observed on math. Latent mediation analysis shows that approximately 50% of the treatment effect on Grade 4 math is explained by Grade 3 reading, leaving the remainder attributable to other factors. The indirect effects on math are driven by broad standardized reading measures rather than narrower content-specific reading comprehension or background knowledge, suggesting that interventions targeting broad, cross-disciplinary skills may be most effective for supporting far transfer. Results are robust to high levels of unobserved confounding, alternative mediators representing reading engagement and social-emotional learning, and alternative model specifications. We conclude with a discussion of how the appropriate methodological choices for assessing transfer depend on intervention characteristics and substantive research questions. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
No takes yet. Share an insight, caveat, or question.
Gilbert et al. (2026) studied this question.
Synapse has enriched 10 related papers. Consider them for comparative context: