Evidence map›Paper›PMID 36371438›Full record

ArticleNPJ science of learning2022

Cognitive training enhances growth mindset in children through plasticity of cortico-striatal circuits.

Lang Chen, Hyesang Chang, Jeremy Rudoler, Eydis Arnardottir, Yuan Zhang, Carlo de Los Angeles, Vinod Menon

Open access · goldAbstract read
In one paragraph

Article in NPJ science of learning, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.8field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 21 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 1 country.

Lang ChenDepartment of Psychology, Santa Clara University, Santa Clara, CA, 95053, USA. lchen4@scu.edu.ORCID http://orcid.org/0000-0002-2118-5601
Hyesang ChangDepartment of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA. changh@stanford.edu.ORCID http://orcid.org/0000-0002-2231-1112
Jeremy RudolerDepartment of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA.
Eydis ArnardottirDepartment of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA.
Yuan ZhangDepartment of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA.
Carlo de Los AngelesDepartment of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA.
Vinod MenonDepartment of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA. menon@stanford.edu.ORCID http://orcid.org/0000-0003-1622-9857
Stanford University · USNeurosciences Institute · USSanta Clara University · USStanford Medicine · US

Funding

Interventions in Math Learning Disabilities: Cognitive and Neural CorrelatesR01HD059205 · NICHD · STANFORD UNIVERSITY · PI Vinod Menon · 2009 to 2026
$10.8M
Longitudinal Neurocognitive Studies of Mathematical Disabilities: trajectories and outcomesR37HD094623 · NICHD · STANFORD UNIVERSITY · PI Vinod Menon · 2018 to 2026
$6.8M
Mathematical Cognition in Autism: A Cognitive and Systems Neuroscience ApproachR01MH084164 · NIMH · STANFORD UNIVERSITY · PI MENON, VINOD · 2011 to 2021
$6.7M
Integrative computational models of latent behavioral and neural constructs in children: a longitudinal developmental big-data approachR01MH121069 · NIMH · STANFORD UNIVERSITY · PI MENON, VINOD · 2019 to 2023
$3.9M
NICHD NIH HHS R01 HD059205NICHD NIH HHS R37 HD094623NIMH NIH HHS R01 MH084164NIMH NIH HHS R01 MH121069
6 · The paper itself

Abstract

Growth mindset, the belief that one's abilities can improve through cognitive effort, is an important psychological construct with broad implications for enabling children to reach their highest potential. However, surprisingly little is known about malleability of growth mindset in response to cognitive interventions in children and its neurobiological underpinnings. Here we address critical gaps in our knowledge by investigating behavioral and brain changes in growth mindset associated with a four-week training program designed to enhance foundational, academically relevant, cognitive skills in 7-10-year-old children. Cognitive training significantly enhanced children's growth mindset. Cross-lagged panel analysis of longitudinal pre- and post-training data revealed that growth mindset prior to training predicted cognitive abilities after training, providing support for the positive role of growth mindset in fostering academic achievement. We then examined training-induced changes in brain response and connectivity associated with problem solving in relation to changes in growth mindset. Children's gains in growth mindset were associated with increased neural response and functional connectivity of the dorsal anterior cingulate cortex, striatum, and hippocampus, brain regions crucial for cognitive control, motivation, and memory. Plasticity of cortico-striatal circuitry emerged as the strongest predictor of growth mindset gains. Taken together, our study demonstrates that children's growth mindset can be enhanced by cognitive training, and elucidates the potential neurobiological mechanisms underlying its malleability. Findings provide important insights into effective interventions that simultaneously promote growth mindset and learning during the early stages of cognitive development.

Identifiers

PMID36371438
PMCPMC9653476
OpenAlexW4309046932

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.