Literature DB >> 35662801

Why Does a Growth Mindset Intervention Impact Achievement Differently across Secondary Schools? Unpacking the Causal Mediation Mechanism from a National Multisite Randomized Experiment.

Xu Qin1, Stephanie Wormington2, Alberto Guzman-Alvarez1, Ming-Te Wang1.   

Abstract

The growth mindset or the belief that intelligence is malleable has garnered significant attention for its positive association with academic success. Several recent randomized trials, including the National Study of Learning Mindsets (NSLM), have been conducted to understand why, for whom, and under what contexts a growth mindset intervention can promote beneficial achievement outcomes during critical educational transitions. Prior research suggests that the NSLM intervention was particularly effective in improving low-achieving 9th graders' GPA, while the impact varied across schools. In this study, we investigated the underlying causal mediation mechanism that might explain this impact and how the mechanism varied across different types of schools. By extending a recently developed weighting method for multisite causal mediation analysis, the analysis enhances the external and internal validity of the results. We found that challenge-seeking behavior played a significant mediating role, only in medium-achieving schools, which may partly explain the reason why the intervention worked differently across schools. We conclude by discussing implications for designing interventions that not only promote students' growth mindsets but also foster supportive learning environments under different school contexts.

Entities:  

Keywords:  Causal mediation analysis; growth mindset; heterogeneity; multisite randomized trials

Year:  2021        PMID: 35662801      PMCID: PMC9165420          DOI: 10.1080/19345747.2021.1894520

Source DB:  PubMed          Journal:  J Res Educ Eff


  24 in total

1.  Seed and Soil: Psychological Affordances in Contexts Help to Explain Where Wise Interventions Succeed or Fail.

Authors:  Gregory M Walton; David S Yeager
Journal:  Curr Dir Psychol Sci       Date:  2020-04-14

2.  Praise for intelligence can undermine children's motivation and performance.

Authors:  C M Mueller; C S Dweck
Journal:  J Pers Soc Psychol       Date:  1998-07

3.  To What Extent and Under Which Circumstances Are Growth Mind-Sets Important to Academic Achievement? Two Meta-Analyses.

Authors:  Victoria F Sisk; Alexander P Burgoyne; Jingze Sun; Jennifer L Butler; Brooke N Macnamara
Journal:  Psychol Sci       Date:  2018-03-05

4.  Effect decomposition in the presence of an exposure-induced mediator-outcome confounder.

Authors:  Tyler J Vanderweele; Stijn Vansteelandt; James M Robins
Journal:  Epidemiology       Date:  2014-03       Impact factor: 4.822

Review 5.  Mindsets: A View From Two Eras.

Authors:  Carol S Dweck; David S Yeager
Journal:  Perspect Psychol Sci       Date:  2019-02-01

6.  Motivational Pathways to STEM Career Choices: Using Expectancy-Value Perspective to Understand Individual and Gender Differences in STEM Fields.

Authors:  Ming-Te Wang; Jessica Degol
Journal:  Dev Rev       Date:  2013-12-01

7.  Defensiveness versus remediation: self-theories and modes of self-esteem maintenance.

Authors:  A David Nussbaum; Carol S Dweck
Journal:  Pers Soc Psychol Bull       Date:  2008-02-14

8.  Parent praise to 1- to 3-year-olds predicts children's motivational frameworks 5 years later.

Authors:  Elizabeth A Gunderson; Sarah J Gripshover; Carissa Romero; Carol S Dweck; Susan Goldin-Meadow; Susan C Levine
Journal:  Child Dev       Date:  2013-02-11

9.  Causal mediation analysis with multiple mediators.

Authors:  R M Daniel; B L De Stavola; S N Cousens; S Vansteelandt
Journal:  Biometrics       Date:  2014-10-28       Impact factor: 2.571

10.  STEM faculty who believe ability is fixed have larger racial achievement gaps and inspire less student motivation in their classes.

Authors:  Elizabeth A Canning; Katherine Muenks; Dorainne J Green; Mary C Murphy
Journal:  Sci Adv       Date:  2019-02-15       Impact factor: 14.136

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