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
Results
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
Results
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
Results
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
Results
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
Results
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
Results
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
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