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Record W4388735420 · doi:10.1007/s11199-023-01428-z

Gender Differences in Children’s Reasoning About and Motivation to Pursue Leadership Roles

2023· article· en· W4388735420 on OpenAlexfundno aff
Andrea C. Vial, Andrei Cimpian

Bibliographic record

VenueSex Roles · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsnot available
FundersYork UniversityMattelNational Science Foundation
KeywordsPsychologyNature versus nurtureDevelopmental psychologyEthnic groupSocial psychologyPeer groupPsychological interventionLeadership developmentValue (mathematics)LeadershipLeadership stylePolitical science

Abstract

fetched live from OpenAlex

Abstract Investigating how children think about leadership may inform theories of the gender gaps in leadership among adults. In three studies (N = 492 U.S. children ages 5–10 years), we investigated (1) whether children expect those who claim leadership roles within a peer group to elicit social support and cooperation from the group, (2) children’s own interest and self-efficacy in such roles, and (3) the influence of contextual cues (e.g., how leader roles are described) on children’s reasoning about and interest in leadership. We also explored differences based on children’s race/ethnicity. In Study 1, girls expected lower social support for child leaders than boys did. However, in Study 2, we found no evidence that girls are less interested in leadership. In addition, interest in leadership increased with age among White girls but decreased among White boys and girls and boys of color. In Study 3, we tested whether interest in a leader role is boosted (particularly among girls) by describing the role as helpful for the group and by providing gender-balanced peer role models. Regardless of gender, children in the helpful or “communal” (vs. “agentic”) leader condition were more interested in the leader role, anticipated stronger social support and cooperation from others, and reported higher self-efficacy as leaders. The gender composition of role models had little impact. This research underscores the early development of children’s attitudes toward leadership and highlights the potential value in early interventions to nurture children’s leadership ambitions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.064
GPT teacher head0.298
Teacher spread0.234 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations12
Published2023
Admission routes1
Has abstractyes

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