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Why Meta-Analyses of Growth Mindset and Other Interventions Should Follow Best Practices for Examining Heterogeneity: Commentary on Macnamara and Burgoyne (2023) and Burnette et al. (2023)

Psychology

Why Meta-Analyses of Growth Mindset and Other Interventions Should Follow Best Practices for Examining Heterogeneity: Commentary on Macnamara and Burgoyne (2023) and Burnette et al. (2023)

E. Tipton, C. Bryan, et al.

Traditional yes-or-no meta-analyses can obscure where interventions truly work. Comparing two recent meta-analyses of growth-mindset interventions, this article shows that modern, heterogeneity-attuned, multi-level methods reveal meaningful effects in focal (at-risk) groups—contrasting with conclusions from an aggregation-focused approach. This research was conducted by Elizabeth Tipton, Christopher Bryan, Jared Murray, Mark McDaniel, Barbara Schneider, and David S. Yeager.

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~3 min • Beginner • English
Citation Metrics
Citations
45
Influential Citations
2
Reference Count
10
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

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