A systematic review and meta-analysis of growth mindset interventions: For whom, how, and why might such interventions work?
Across ages Motivation and curiosity
Links to claims
Supports (1)
| Claim | Basis |
|---|---|
| C13 | Meta-analysis of 53 randomised samples: for academic achievement in subsamples expected to benefit most, with high implementation fidelity, d = 0.14 [0.06, 0.22], prediction interval −0.08 to 0.35. Targeted subsamples are broader than lower-achieving secondary students; not only online lessons. Abstract only. |
Review state: first-pass draft, pending human review.
Source note
Syntes: Burnette et al. (2023) — the rival meta-analysis to Macnamara & Burgoyne: small gains for the students expected to benefit, when the lesson is delivered faithfully
Källa: Burnette, J., Billingsley, J., Banks, G., Knouse, L., Hoyt, C., Pollack, J. & Simon, S. (2023). A systematic review and meta-analysis of growth mindset interventions: For whom, how, and why might such interventions work?. Psychological Bulletin 149(3–4), 174–205. https://doi.org/10.1037/bul0000368
Verified content
- [abstract] 53 independent samples from randomised growth-mindset intervention studies published 2002–2020.
- [abstract] For academic achievement, in targeted subsamples (those expected to benefit most) with high implementation fidelity: d = 0.14, 95% CI [.06, .22]; 95% prediction interval −0.08 to 0.35.
- [abstract] Mental health d = 0.32 [.10, .54]; social functioning d = 0.36 [.03, .68], PI [−.50, 1.22]. The authors stress the wide expected variation between future interventions.
Limits
- [assessment] Abstract only. "Targeted subsamples" is broader than C13's lower-achieving secondary students and includes other groups expected to benefit; not limited to short online lessons. Published in the same journal issue as Macnamara & Burgoyne 2023, which C13 already cites and which reaches a more sceptical reading.
Why it is in the library
C13 cites Macnamara & Burgoyne 2023 but not the companion meta-analysis that reaches a more positive conclusion for targeted groups; having both lets the nightly run weigh them against each other.
Added 2026-10-25 by the project (weekly source sweep, kind: old; read: abstract). [abstract] = from the published abstract; [full text] = read in the full text; [assessment] = the project's own assessment.
Metadata as recorded
- ID
- MOT-012
- Tier
- meta
- Titel
- A systematic review and meta-analysis of growth mindset interventions: For whom, how, and why might such interventions work?
- Författare
- Burnette, J., Billingsley, J., Banks, G., Knouse, L., Hoyt, C., Pollack, J. & Simon, S.
- År
- 2023 (Psychological Bulletin 149(3–4), 174–205)
- Källa/DOI
- https://doi.org/10.1037/bul0000368
- URL
- https://doi.org/10.1037/bul0000368 (subscription)
- Typ
- systematic review and multilevel meta-analysis of 53 independent samples from randomised growth-mindset intervention studies (2002–2020), with targeted subsamples and implementation fidelity as moderators
- Åldersgrupp
- overgripande
- Teman
- motivation-och-nyfikenhet
- Hämtad
- 2026-10-25
- Paywall
- paywalled
- Tillagd
- source sweep 2026-10-25 (kind: old); links pending human review
The original files (PDF or abstract) are kept in the project archive and are not published here.