Aging & Longevity

Exploring the determinants of health in the aging population: the key role of education and socioeconomic context.

TL;DR

Higher educational attainment is significantly associated with greater probability of reporting good health among older adults in Italy, with economic strain and physical activity emerging as the main mediators jointly explaining approximately one-quarter of the total educational effect.

Key Findings

Higher educational attainment is significantly associated with a greater probability of reporting good health among older adults in Italy.

  • The study used pooled cross-sectional data from 2013-2019 from the ISTAT Aspetti della vita quotidiana survey
  • The sample included individuals aged 55 and older
  • The educational gradient remained robust after controlling for sociodemographic characteristics
  • Logistic regression models were used to analyze self-perceived health

Economic strain and physical activity are the main mediators of the education-health relationship, jointly explaining approximately one-quarter of the total educational effect.

  • Mediation analysis was conducted using the KHB method to decompose the total effect of education into direct and indirect effects
  • Economic strain and physical activity together explained 'approximately one-quarter of the total educational effect'
  • Smoking and alcohol consumption played a limited mediating role
  • The KHB method was used to identify pathways through economic strain and lifestyle variables including alcohol consumption, smoking, and physical activity

The mediating effect of economic strain on the education-health relationship is stronger among individuals aged 55-64.

  • Subgroup analyses were performed by age group, geographical area, and gender
  • The role of economic strain as a mediator was particularly pronounced in the younger segment of the older adult population (55-64)
  • The relative importance of economic strain versus physical activity as mediators differs across age groups

The role of physical activity as a mediator of the education-health relationship increases with age.

  • Physical activity emerged as one of the two main mediators in the KHB mediation analysis
  • The mediating role of physical activity became more prominent in older age groups compared to the 55-64 age group
  • This pattern suggests a shift from material to behavioral pathways with advancing age

Smoking and alcohol consumption play a limited mediating role in the relationship between education and self-perceived health.

  • Both smoking and alcohol consumption were included as lifestyle mediators in the KHB mediation analysis
  • Despite being commonly studied behavioral pathways, their mediating contribution was described as 'limited' compared to economic strain and physical activity
  • This finding held across the pooled cross-sectional sample of adults aged 55 and older from 2013-2019

The study found that differences in the education-health relationship exist by age group, geographical area, and gender among older adults in Italy.

  • Subgroup analyses were performed by age group, geographical area, and gender
  • Geographical area was highlighted as relevant for policy, with the authors recommending 'region-sensitive strategies to reduce health disparities'
  • The study notes that Italy's aging population is characterized by higher levels of education and socioeconomic resources compared to previous generations
  • Gender was included as a dimension of heterogeneity in the mediating pathways

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Citation

Alberio M, Lomonaco A, Pasetti P, Veloso Resende S, Vergolini L. (2026). Exploring the determinants of health in the aging population: the key role of education and socioeconomic context.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1659900