Evidence map›Paper›PMID 41331905›Full record

ArticleDevelopmental science2026

How Colorblind and Structural Messages Affect Children's Reasoning About Novel Group Disparities.

Marianna Y Zhang, John Nicky Sullivan, Sachin Allums, Ellen M Markman

Abstract read
In one paragraph

Article in Developmental science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Marianna Y ZhangNew York University, New York, New York, USA.ORCID https://orcid.org/0000-0002-0420-433X
John Nicky SullivanStanford University, Stanford, California, USA.ORCID https://orcid.org/0000-0002-8218-5533
Sachin AllumsStanford University, Stanford, California, USA.ORCID https://orcid.org/0009-0006-1488-2632
Ellen M MarkmanStanford University, Stanford, California, USA.ORCID https://orcid.org/0000-0002-2405-5933

Funding

Institute for Research in the Social Sciences, School of Humanities and Sciences, Stanford University 100014374Michelle R. Clayman Institute for Gender Research, Stanford Univeristy 100024100School of Humanities and Sciences, Stanford University 100010868
6 · The paper itself

Abstract

Children experience a variety of messages about racial-ethnic socialization from their parents, teachers, and other sources, who might not answer children's questions about race, or might explicitly promote the idea that race does not matter. However, how such messages affect children's reasoning about disparities, including whether children attribute disparities to intrinsic differences between groups, remains unclear. We contrast the effects of hearing common messages, such as no explanation and colorblindness, with the effects of hearing a structural explanation, which highlights a typical cause of such disparities. Here, we examine the impact of these messages by exposing 7- to 10-year-olds (n = 90) to a scripted parent-child conversation about an achievement disparity between novel groups that used one of these messages. After hearing no explanation or colorblindness, children overwhelmingly provided intrinsic explanations and interventions, attributing the underperformance of one group to their intrinsic capacities, and encouraging them to work harder. However, after hearing a structural explanation that the underperforming group lacked sufficient resources, children shifted away from such intrinsic attributions and towards more extrinsic explanations and interventions, such as calling for change in the larger society. Overall, colorblindness and no explanation seem to be ineffective in reducing children's intrinsic reasoning about group disparities. Instead, structural explanations may be a more constructive approach to counter racial stereotyping. SUMMARY: Messages common in racial-ethnic socialization, for example, no explanation and colorblindness, may be ineffective in suppressing children's intrinsic reasoning, which could support stereotypes. We tested whether structural explanations are more effective by embedding each of these messages in a prescripted conversation about an achievement disparity between novel groups. Children who heard no explanation or colorblindness engaged in intrinsic reasoning, while those who heard structural explanations were more likely to engage in structural reasoning. Contrary to many parents' beliefs, no explanation and colorblindness are ineffective; structural explanations could be a more effective strategy for racial-ethnic socialization.

Indexed as

Parent-Child RelationsRacismSocializationChildEthnicityFemaleHumansMaleachievement disparitiescolorblindnessno explanationracial–ethnic socializationstructural explanationstructural reasoning

Identifiers

PMID41331905
PMCPMC12672972

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.