What can be learned from growth mindset controversies?
Open accessAbstract
The growth mindset is the belief that intellectual ability can be developed. This article seeks to answer recent questions about growth mindset, such as: Does a growth mindset predict student outcomes? Do growth mindset interventions work, and work reliably? Are the effect sizes meaningful enough to merit attention? And can teachers successfully instill a growth mindset in students? After exploring the important lessons learned from these questions, the article concludes that large-scale studies, including preregistered replications and studies conducted by third parties (such as international governmental agencies), justify confidence in growth mindset research. Mindset effects, however, are meaningfully heterogeneous across individuals and contexts. The article describes three recent advances that have helped the field to learn from this heterogeneity: standardized measures and interventions, studies designed specifically to identify where growth mindset interventions do not work (and why), and a conceptual framework for anticipating and interpreting moderation effects. The next generation of mindset research can build on these advances, for example by beginning to understand and perhaps change classroom contexts in ways that can make interventions more effective. Throughout, the authors reflect on lessons that can enrich metascientific perspectives on replication and generalization. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Personalized instruction can foster a growth mindset, which has been shown to promote students' persistence in the face of difficulties.
“In addition, personalized instruction can foster a growth mindset, which has been shown to promote students’ persistence in the face of difficulties16,17.”
From AI tutoring outperforms in-class active learning: an RCT introducing a novel research-based design in an authentic educational setting (2025) · cites this paper as [17]
The Abstract (page not provided) reports that people with a growth mindset are more likely to thrive in the face of difficulty, supporting the persistence portion of the claim. But the discussion of teacher interventions in Controversy 4 (page not provided) does not establish that personalized instruction fosters a growth mindset; it says the field still needs to determine which teacher practices affect students’ mindsets. (LLM, conf=0.86)
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Cites
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“As the field begins to tackle this challenge, it will not have to start from scratch but can build on recent studies documenting the role of teachers’ mindsets and mindsetrelated practices in student achievement (e.g. Canning et al. 2019).”
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“This latter movement has asked foundational questions about the replicability of key findings in the literature (see Nelson et al., 2018).”
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- Authors
- Yeager, D. S., & Dweck, C. S.
- Affiliations
- The University of Texas at Austin (US)
- Stanford University (US)
- Corresponding author
- Yeager, David S.
- Venue
- American Psychologist
- Published
- 2020-12
- Volume
- 75
- Issue
- 9
- Pages
- 1269-1284
- ISSN
- 0003-066X (ISSN-L)
- 1935-990X
- PMC
- PMC8299535
- OpenAlex
- W3116178148
- Cited by
- 868
- References
- 12
- Citations by year
- 2026: 188 · 2025: 190 · 2024: 141 · 2023: 213 · 2022: 93 · 2021: 41 · 2013: 1
- FWCI
- 83.92
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- American Psychologist (publishedVersion, other-oa)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- William T Grant Foundation
- National Institutes of Health (R01HD084772; P2CHD042849)
- National Science Foundation (1761179)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Education, Achievement, and Giftedness
- Social Sciences › Psychology › Social Psychology › Grit, Self-Efficacy, and Motivation
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neuroscience, Education and Cognitive Function
- Keywords
- growth mindset, mindset intervention, student outcomes, effect size, replication, generalization, moderating effect, treatment effect heterogeneity, standardized measures, classroom context, meta-research
- MeSH terms
- Academic Success, Cognition, Humans, Individuality, Intelligence, Learning, Models, Psychological, Students
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