Abstract
Women and girls consistently outperform men and boys in educational outcomes. A large body of qualitative work suggests that boys’ difficulties in integrating peer acceptance with being studious may explain this gender gap. Gender differences in personality have also been suggested as an explanation. We investigated whether empirically constructed “male-typicality” in personal values, personality traits, and cognitive performance profiles is related to poorer school performance. In a sample of Finnish 15-year-olds, three male-typicality variables were formed empirically via supervised machine learning techniques. These variables were used to predict 9th grade GPA derived from school records. “Male-typicality” based on personal values and cognitive skills was related to lower GPA, but male-typicality in personality traits was unrelated to GPA. The results tentatively suggest that a male-typical value profile may be problematic for academic effort. The results also suggest that a “girl-typical” cognitive skill profile emphasizing verbal skills may provide students with a small overall educational advantage.
| Original language | English |
|---|---|
| Article number | 118840 |
| Journal | Collabra: Psychology |
| Volume | 10 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 14 Jun 2024 |
| Publication type | A1 Journal article-refereed |
Funding
This research was supported by Academy of Finland, Grant numbers 338891 and 309537. Open access funded by Helsinki University Library.
| Funders | Funder number |
|---|---|
| Helsinki University Library | |
| Strategic Research Council at the Research Council of Finland | 338891, 309537 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 5 Gender Equality
Keywords
- cognitive performance
- computational social science
- gender differences
- machine learning
- personality traits
- school performance
- values
Publication forum classification
- Publication forum level 1
ASJC Scopus subject areas
- General Psychology
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