Evidence map›Paper›PMID 37307478›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

A values-aligned intervention fosters growth mindset-supportive teaching and reduces inequality in educational outcomes.

Cameron A Hecht, Christopher J Bryan, David S Yeager

Erratum issuedOpen access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
12.0field-weighted citation impact, top 1% 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

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.

  1. Pooled it
  2. Article
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  5. Article
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  7. Article
  8. Article
  9. Review
  10. Mindsets, contexts, and college enrollment: Taking the long view on growth mindset beliefs at the transition to high school.Journal of research on adolescence : the official journal of the Society for Research on Adolescence · 2024
    Article
  11. Article
  12. Review
  13. A values-aligned intervention fosters growth mindset-supportive teaching and reduces inequality in educational outcomes.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  14. Efficiently exploring the causal role of contextual moderators in behavioral science.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Cameron A HechtDepartment of Psychology and Population Research Center, The University of Texas at Austin, Austin, TX 78712.ORCID 0000-0003-4842-6003
Christopher J BryanDepartment of Business, Government, and Society, The University of Texas at Austin, Austin, TX 78712.ORCID 0000-0002-1582-4411
David S YeagerDepartment of Psychology and Population Research Center, The University of Texas at Austin, Austin, TX 78712.ORCID 0000-0002-8522-9503
The University of Texas at Austin · US

Funding

Population Research CenterR24HD042849 · NICHD · UNIVERSITY OF TEXAS AUSTIN · PI UMBERSON, DEBRA J. · 2002 to 2016
$8.4M
Training Program in Population StudiesT32HD007081 · NICHD · UNIVERSITY OF TEXAS AUSTIN · PI Aprile Dawn Benner, Abigail Mae Weitzman · 1985 to 2026
$6.8M
Scientific & Technical CoreP2CHD042849 · NICHD · UNIVERSITY OF TEXAS AT AUSTIN · PI Elizabeth T. Gershoff · 2017 to 2026
$5.2M
Estimating and Understanding Effects of Teaching Teens That People Can ChangeR01HD084772 · NICHD · UNIVERSITY OF TEXAS AT AUSTIN · PI YEAGER, DAVID S · 2015 to 2019
$3.0M
Gates Foundation INV-004519NICHD NIH HHS P2C HD042849NICHD NIH HHS R01 HD084772NICHD NIH HHS R24 HD042849NICHD NIH HHS T32 HD007081
6 · The paper itself

Abstract

Group-based educational disparities are smaller in classrooms where teachers express a belief that students can improve their abilities. However, a scalable method for motivating teachers to adopt such growth mindset-supportive teaching practices has remained elusive. In part, this is because teachers often already face overwhelming demands on their time and attention and have reason to be skeptical of the professional development advice they receive from researchers and other experts. We designed an intervention that overcame these obstacles and successfully motivated high-school teachers to adopt specific practices that support students' growth mindsets. The intervention used the values-alignment approach. This approach motivates behavioral change by framing a desired behavior as aligned with a core value-one that is an important criterion for status and admiration in the relevant social reference group. First, using qualitative interviews and a nationally representative survey of teachers, we identified a relevant core value: inspiring students' enthusiastic engagement with learning. Next, we designed a ~45-min, self-administered, online intervention that persuaded teachers to view growth mindset-supportive practices as a way to foster such student engagement and thus live up to that value. We randomly assigned 155 teachers (5,393 students) to receive the intervention and 164 teachers (6,167 students) to receive a control module. The growth mindset-supportive teaching intervention successfully promoted teachers' adoption of the suggested practices, overcoming major barriers to changing teachers' classroom practices that other scalable approaches have failed to surmount. The intervention also substantially improved student achievement in socioeconomically disadvantaged classes, reducing inequality in educational outcomes.

Indexed as

Academic SuccessInternet-Based InterventionEducational StatusHumansLearningStudentsbehavioral sciencefield experimentgrowth mindsetsocioeconomic inequalityvalues alignment

Identifiers

PMID37307478
PMCPMC10288618
OpenAlexW4380302581

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.