Claims

The meta-analytic correlation between growth mind-set and academic achievement is weak (r = .10)

Claim · All claims
Evidence · 1 study · quant-synthesis r3 · q3 · i1 small
Currency · newest study 2018 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q3 i1 Across 273 effect sizes and 365,915 students, the average correlation between growth mind-set and academic achievement is r = .10, a weak association. → Victoria F. Sisk 2018

Evidence

Victoria F. Sisk 2018

Victoria F. Sisk, Alexander P. Burgoyne, Jingze Sun, Jennifer L. Butler, and Brooke N. Macnamara. (2018). To What Extent and Under Which Circumstances Are Growth Mind-Sets Important to Academic Achievement? Two Meta-Analyses. Psychological Science. https://doi.org/10.1177/0956797617739704

q3 · i1 · quant-synthesis · r3

Random-effects meta-analysis of 273 effect sizes from 162 independent samples (N = 365,915) found the average correlation between growth mind-set and achievement was "r = .10, 95% confidence interval (CI) = [.08, .13], p < .001". Assuming mind-set measure reliability of .80, the estimate was r = .12.

"The meta-analytic average correlation (i.e., the average of various population effects) between growth mind-set and academic achievement is r = .10, 95% confidence interval (CI) = [.08, .13], p < .001."

Studies bearing on this claim

Do learners who hold more of a growth mindset achieve more, and for whom is the link stronger or weaker? This table gathers the studies behind this claim and the 14 narrower claims that bear on it: 9 distinct studies (4 associational, 3 review, 1 quant-synthesis, 1 theoretical), q2–q3, 1 of 9 with an effect size coded. One row per study, codes as each entry records them; no effect is averaged and no verdict is drawn. Built by scripts/synthesize_claim.py from eval/synthesis/; a row that looks wrong is fixed on the claim it comes from.

Study Design Effect as recorded Bears on this claim through
Victoria F. Sisk 2018 q3 · quant-synthesis · r3 i1; i? this claim; Effect sizes linking growth mind-set to achievement are highly heterogeneous and often non (qualifies); Developmental stage moderates the mind-set–achievement correlation, which is nonsignifican (qualifies); Academic risk status does not significantly moderate the mind-set–achievement correlation (qualifies); Socioeconomic status does not significantly moderate the mind-set–achievement correlation (qualifies); Type of achievement measure moderates the correlation only when laboratory measures are ex (qualifies)
Snipes 2016 q2 · associational · r2 i? 8th grade growth mindset and academic behavior self-reports positively predicted 9th grade (supports); Predicted probability of 9th grade on-track status varied substantially across the growth- (supports)
Allensworth 2018 q2 · review · r? i? Students with more positively oriented academic mindsets show better academic behaviors an (supports)
Farrington 2012 q2 · review · r2 i? Positive academic mindsets increase perseverance and academic behaviors, yielding higher g (supports)
Nagaoka 2014 q2 · theoretical · r? i? The framework's literature review reports students' academic mindsets, learning strategies (supports)
Jenny Nagaoka 2013 q2 · review · r2 i? A CCSR research review concludes that four academic mindsets (belonging, growth beliefs, s (supports)
Soland 2019 q2 · associational · r2 i? In a pooled multivariate model, the combined self-efficacy/self-management growth predicts (qualifies)
Chow Tak Sang 2026 q2 · associational · r2 i? Personal innovativeness, technology anxiety, and growth mindset in technology each signifi (supports)
Chen H 2026 q2 · associational · r2 i? Growth mindset moderates the negative effect of AI employment threat perception on perceiv (qualifies)

Discussion

Learner Variables

Page metadata
Field Value
type claim
id growth-mindset-achievement-correlation-weak
title The meta-analytic correlation between growth mind-set and academic achievement is weak (r = .10)
description The meta-analytic correlation between growth mind-set and academic achievement is weak (r = .10)
status review
evidence_strength moderate
newest_evidence 2018
source_checked 2026-10-20
generated by process:wiki-ingest on 2026-10-13
trust unverified — no one has confirmed this page's content
sources 1 — victoria-f-sisk-2018

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