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

**Authors:** Marco Balducci, Waseem Haider

PMC · DOI: 10.3390/jintelligence14010012 · Journal of Intelligence · 2026-01-06

## TL;DR

This study explores how men and women differ in literacy, numeracy, and problem-solving skills across age groups, finding consistent patterns that may help explain STEM disparities.

## Contribution

The study examines intraindividual strengths across the lifespan using a large international dataset, revealing consistent sex differences in literacy and numeracy.

## Key findings

- Women consistently outperformed men in literacy across all age groups and countries.
- Men outperformed women in numeracy, but no sex differences were found in problem-solving.
- These patterns were consistent across five age groups and 30 countries.

## 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.

## Full-text entities

- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12843321/full.md

## References

32 references — full list in the complete paper: https://tomesphere.com/paper/PMC12843321/full.md

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Source: https://tomesphere.com/paper/PMC12843321