A1 Refereed original research article in a scientific journal

Beyond Mean Scores: Sex Differences in Literacy, Numeracy, and Problem-Solving as Intraindividual Strengths Across Age Groups




AuthorsBalducci, Marco; Haider, Waseem

PublisherMDPI AG

Publication year2026

Journal: Journal of intelligence

Volume14

Issue1

eISSN2079-3200

DOIhttps://doi.org/10.3390/jintelligence14010012

Publication's open availability at the time of reportingOpen Access

Publication channel's open availability Open Access publication channel

Web address https://doi.org/10.3390/jintelligence14010012

Self-archived copy’s web addresshttps://research.utu.fi/converis/portal/detail/Publication/506493698

Self-archived copy's licenceCC BY

Self-archived copy's versionPublisher`s PDF


Abstract
Abstract

The underrepresentation of women in science, technology, engineering, and mathematics (STEM) fields has been a longstanding issue. Traditionally, research on sex differences in cognitive abilities has focused on mean scores, which are often trivial and do not appear to explain sex disparities in STEM participation. Recently, intraindividual strengths have been proposed as a more relevant factor; they reflect an individual’s relative advantage in one skill (e.g., literacy) compared with a set of related skills (literacy, numeracy, and problem-solving). Previous studies have primarily examined younger cohorts, and intraindividual strengths remain unexplored across the lifespan. In this study, we employed data from the second cycle of the Programme for the International Assessment of Adult Competencies (PIAAC) including 157,525 individuals from 30 countries to assess sex differences in literacy, numeracy, and problem-solving as intraindividual strengths across five age groups (16–24, 25–34, 35–44, 45–54, and 55+ years). Consistent with previous research, women outperformed men in literacy, while men outperformed women in numeracy. These patterns were observed universally across countries and age groups. In contrast, no sex differences were observed in problem-solving. Future research should move beyond mean scores to focus on intraindividual strengths, as they may be more relevant for understanding sex disparities in STEM.


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Funding information in the publication
This research received no external funding.


Last updated on 05/03/2026 03:06:52 PM