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Family-level intelligence and maternal health: A cross-cohort, cross-generational longitudinal study using the NLSY

  • Wänström Linda
  • , O'’Keefe Patrick
  • , Muniz Terrera Graciela
  • , Voll Stacey
  • , D. Mann Frank
  • , Clouston Sean
  • , Hofer Scott
  • , L. Rodgers Joseph
  • Linköping University
  • Pentara Corporation
  • Ohio University
  • University of Victoria
  • Stony Brook University
  • Oregon Health and Science University
  • Vandelbilt University

Research output: Contribution to journalArticlepeer-review

Abstract

This study examines the association between family-level intelligence metrics, and maternal health outcomes in middle age, as captured in the National Longitudinal Survey of Youth. Building on past research documenting links between maternal intelligence and health, our study expands the inquiry by exploring how both variations and trends in family-level intelligence are associated with maternal middle-age health. We use multilevel modeling analysis to extract family intelligence levels and growth scores from children's Peabody Individual Achievement Test of math, reading recognition and reading comprehension. We use two time-points, ten years apart, to extract levels and growth scores from maternal middle-aged health data. We then use canonical correlation analysis to examine the associations between family intelligence and maternal health. Our results show a positive association between family cognition and maternal health. Families with greater math and reading recognition levels experience better levels of maternal health outcomes. Patterns also suggest that low levels in math and reading comprehension are related to larger declines in physical health. We discuss implications of intellectual development in the family, noting that higher family intelligence not only holds intrinsic value but also is associated with improved maternal health outcomes. We discuss a possible “Flynn effect transfer” within the family context, where intellectual advancement correlates with positive health trajectories in midlife mothers. Future research could extend these insights to explore further downstream effects on both maternal and child well-being.

Original languageEnglish
Article number101966
JournalIntelligence
Volume113
DOIs
StatePublished - Nov 1 2025

Keywords

  • Canonical correlation
  • Child intelligence
  • Family iq
  • Maternal health
  • Multilevel growth curve models
  • NLSY

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