Education-related inequalities extend from T2DM incidence to subsequent progression and have widened across successive birth cohorts. Socioeconomic, behavioral, and metabolic factors mediated a substantial proportion of these disparities.
Key Findings
Results
Lower educational attainment was associated with higher risk of incident type 2 diabetes in the UK Biobank cohort.
The analysis included 460,797 participants free of diabetes at baseline, with 19,931 incident T2DM cases over a median follow-up of 16.5 years.
Primary education or less versus college education: HR 1.92 (95% CI 1.85-1.99) for incident T2DM.
Fine-Gray proportional subdistribution hazards models were used to account for competing risks.
Results
Lower education was also associated with higher risks of progression from T2DM to cardiovascular disease and of mortality.
Primary education or less versus college education: HR 1.33 (1.30-1.37) for progression to CVD.
Primary education or less versus college education: HR 1.53 (1.49-1.57) for mortality.
Multi-state competing risks models were used to evaluate transitions from T2DM onset to CVD and death.
Results
The overall relative index of inequality (RII) for education and T2DM risk was 2.37.
Adjusted overall RII was 2.37 (95% CI 2.25-2.50).
RII was used to quantify the magnitude of educational disparities.
Results
Educational inequalities in T2DM risk widened across successive birth cohorts.
Participants were stratified into three birth cohorts: pre-1949, 1950-1959, and post-1960.
Adjusted RII was 2.31 (2.16-2.47) in the pre-1949 cohort.
Adjusted RII was 2.53 (2.29-2.79) in the 1950-1959 cohort and 2.53 (2.18-2.93) in the post-1960 cohort.
Disparities in progression to CVD and mortality also widened across birth cohorts, per the abstract.
Results
Socioeconomic, metabolic, and behavioral factors each mediated a substantial proportion of the association between education and T2DM risk.
Socioeconomic factors accounted for 42.2% (39.2%-45.2%) of the educational inequality.
Metabolic factors accounted for 42.6% (38.2%-47.3%).
Behavioral factors accounted for 20.5% (18.9%-22.2%).
Pathway analysis was used to estimate the mediated proportions.
Conclusions
Education-related inequalities span the whole trajectory from T2DM onset through CVD and death, not only incidence.
Primary education or less was associated with increased risk at each stage: T2DM incidence, CVD progression, and mortality.
The study considered these stages jointly rather than separately, which earlier work had largely not done.
What This Means
This study followed over 460,000 UK Biobank participants who did not have diabetes at the start, for a median of about 16.5 years. People with only primary education or less had nearly double the risk of developing type 2 diabetes compared with those with a college education. Among people who developed diabetes, those with lower education were also more likely to go on to develop cardiovascular disease and to die.
The gap grew across generations. When participants were grouped by birth year, the inequality in diabetes risk was larger for those born in 1950-1959 and after 1960 than for those born before 1949. This suggests that education-related health disparities are not shrinking in more recent generations.
The researchers also examined why education is linked to diabetes risk. Socioeconomic factors and metabolic factors (such as body and blood measures) each explained about 42% of the gap, and behavioral factors such as lifestyle explained about 20%. This research suggests that efforts to reduce diabetes inequalities may need to address social circumstances, metabolic health, and behaviors together. As an observational study, it shows associations rather than proving cause and effect.
Zhao Z, Zhou M, Ma C, Wang T, Zhao L, Zhao X, et al.. (2026). Widening educational inequalities in type 2 diabetes risk and mediators across successive generations: a prospective cohort study.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1893269