Evidence map›Paper›PMID 41135421›Full record

ArticleJournal of experimental child psychology2026

Children's math and science beliefs about underrepresented peers are related to STEM occupation expectations.

Melanie Killen, Elise M Kaufman, Kate V Luken Raz

Abstract read
In one paragraph

Article in Journal of experimental child psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Melanie KillenUniversity of Maryland, College Park, USA. Electronic address: mkillen@umd.edu.
Elise M KaufmanUniversity of Maryland, College Park, USA. Electronic address: ekaufma1@umd.edu.
Kate V Luken RazUniversity of Alberta, Edmonton, Canada. Electronic address: lukenraz@ualberta.ca.

Funding

An Intervention to Promote Positive Peer Relationships and Reduce Prejudice and Bias in ChildhoodR01HD093698 · NICHD · UNIV OF MARYLAND, COLLEGE PARK · PI KILLEN, MELANIE ANN · 2019 to 2022
$1.6M
NICHD NIH HHS R01 HD093698
6 · The paper itself

Abstract

Children's interest and motivation in math and science decline dramatically beginning as early as elementary school (K-5). This is especially true for marginalized students, such as girls and children from underrepresented racial-ethnic minority (URM) backgrounds. Understanding the relation between children's STEM (science, technology, engineering, and math) competence beliefs and STEM occupation expectations provides a basis for timely and targeted intervention. This association is crucial because expectations about who will pursue and engage in STEM occupations reveals potential biases that might translate into exclusion of participation from STEM-related activities in childhood. To examine this topic, a survey was administered to N = 842 children ages 7-12 years from different racial-ethnic backgrounds in the suburbs of a large Mid-Atlantic city. As hypothesized, we found that math and science competence beliefs about girls predicted children's expectation that a girl, rather than a boy, would grow up to be a scientist and a doctor. Further, math and science competency beliefs about URM peers predicted children's expectation that a Black or Latine child would grow up to be a doctor, though these beliefs were not related to their expectations that a Black or Latine child would grow up to be a scientist. Additionally, participants were more likely to expect a girl to grow up to be a doctor than to be a scientist. The effects of participant age, gender, and race were also investigated. These findings contribute to understanding how best to broaden participation in math and science fields for all children.

Indexed as

Career ChoiceEngineeringMathematicsMinority GroupsPeer GroupScienceTechnologyChildEthnicityFemaleHumansMaleMotivationEthnicityGenderMath and science competence beliefsRaceSTEM occupations

Identifiers

PMID41135421
PMCPMC12668659

What OpenQuestion holds

Textmetadata
LicenceTDM
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.