The Evidence on Teaching

Teacher Mindsets Help Explain Where a Growth-Mindset Intervention Does and Doesn't Work

Yeager DS, Carroll JM, Buontempo J, Cimpian A, Woody S, Crosnoe R, Muller C, Murray J, Mhatre P, Kersting N, Hulleman C, Kudym M, Murphy M, Duckworth AL, Walton GM, Dweck CS · 2022

grade Brctdeveloper-ledmixed
Sample
9,167 student records matched to 223 mathematics teachers, a subset of the National Study of Learning Mindsets sample
Population
US ninth graders and their mathematics teachers.
Design
Secondary moderator analysis of the NSLM randomisation. Not separately preregistered - the authors state they reused the 2019 preregistered model specification plus a conservative Bayesian analysis in place of a new preregistration. Teacher mindset was measured pre-intervention by teacher self-report, and the outcome was switched from overall GPA to ninth-grade mathematics grades.
Key findings
Where the mathematics teacher held more of a fixed mindset the intervention did nothing (CATE = -0.02, 95% CI -0.074 to 0.038, t = -0.61, p = .542). Where the teacher held more of a growth mindset it worked (CATE = 0.11, 95% CI 0.046 to 0.167, t = 3.37, p < .001). The continuous interaction was b = 0.09 (95% CI 0.026 to 0.150, p = .006), robust to school-level moderators and to restricting to single-teacher students.
Genetic confound
Low - the treatment contrast is randomised. The moderator is not randomised, so the teacher-mindset story is correlational within an experiment.
Replication notes
Unreplicated as a standalone moderator claim, and directly contradicted by Porter et al. 2022, which found the LARGEST effects where teachers held FIXED mindsets. Two developer-side papers, opposite moderators, same year.
DOI / URL
10.1177/09567976211028984

Effects

OutcomeMetricValueMeasureTimingVsHorizonClass
Ninth-grade maths grades, fixed-mindset teachersCATE-0.02 (95% CI -0.074 to 0.038), p = .542standardizedend of ninth gradeactive-alternativeunder-1yrdomain-skill
Ninth-grade maths grades, growth-mindset teachersCATE0.11 (95% CI 0.046 to 0.167), p < .001standardizedend of ninth gradeactive-alternativeunder-1yrdomain-skill
Teacher-mindset by treatment interactionb0.09 (95% CI 0.026 to 0.150), p = .006standardizedend of ninth gradeactive-alternativeunder-1yrdomain-skill

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Teacher Mindsets Help Explain Where a Growth-Mindset Intervention Does and Doesn't Work · The Evidence on Teaching