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

dc.contributor.authorBalducci, Marco
dc.contributor.authorHaider, Waseem
dc.contributor.organizationfi=INVEST tutkimuskeskus ja lippulaiva|en=INVEST Research Flagship Centre|
dc.contributor.organizationfi=sosiologia|en=Sociology|
dc.contributor.organization-code1.2.246.10.2458963.20.11531668876
dc.contributor.organization-code1.2.246.10.2458963.20.45485937705
dc.converis.publication-id506493698
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/506493698
dc.date.accessioned2026-04-24T16:42:48Z
dc.description.abstract<h2>Abstract</h2><p>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.</p>
dc.identifier.eissn2079-3200
dc.identifier.jour-issn2079-3200
dc.identifier.urihttps://www.utupub.fi/handle/11111/58808
dc.identifier.urlhttps://doi.org/10.3390/jintelligence14010012
dc.identifier.urnURN:NBN:fi-fe2026042332883
dc.language.isoen
dc.okm.affiliatedauthorBalducci, Marco
dc.okm.affiliatedauthorHaider, Waseem
dc.okm.discipline5141 Sociologyen_GB
dc.okm.discipline5141 Sosiologiafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherMDPI AG
dc.publisher.countrySwitzerlanden_GB
dc.publisher.countrySveitsifi_FI
dc.publisher.country-codeCH
dc.relation.doi10.3390/jintelligence14010012
dc.relation.ispartofjournalJournal of intelligence
dc.relation.issue1
dc.relation.volume14
dc.titleBeyond Mean Scores: Sex Differences in Literacy, Numeracy, and Problem-Solving as Intraindividual Strengths Across Age Groups
dc.year.issued2026

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