Educational Attainment and Cohort Differences in Dementia Prevalence: A Counterfactual Decomposition Analysis

BACKGROUND: It remains unclear why age-specific dementia prevalence has declined over recent decades. Improvements in educational attainment across cohorts are one potential explanation. We estimated the reduction in dementia prevalence expected if earlier cohorts had attained the educational distribution of the most recent cohort. METHODS: We analyzed 17,762 participants (82,856 person-waves) from the 2000-2020 Health and Retirement Study (HRS) and grouped participants into four cohorts: Assets and Health Dynamics Among the Oldest Old (AHEAD; born 1900-1923); Children of the Depression (CODA; 1924-1930); HRS (1931-1941); and War Babies (WB; 1942-1947). We incorporated g-computation with age-period-cohort analyses to compare natural-course dementia prevalence with counterfactual scenarios in which earlier cohorts were assigned WB's education distribution. RESULTS: If earlier cohorts had the same education distribution as the WB cohort, dementia prevalence would be lower across ages and periods. At age 70 in 2010, prevalence based on the Langa-Weir classification of dementia would be reduced by 14% (95% CI: 11% -16%) in HRS, 21% (95% CI: 19% - 24%) in CODA, and 26% (95% CI: 23% - 29%) in AHEAD. Equalizing educational attainment would close 0.7 percentage points (95% CI: 0.5, 0.8) of the HRS-WB difference, 1.2 (95% CI: 0.9, 1.4) of the CODA-WB difference, and 1.6 (95% CI: 1.3, 1.9) of the AHEAD-WB difference. Reductions in dementia prevalence based on the Gianattasio-Power dementia ascertainment algorithm were smaller. Large reductions were observed within sex/gender and race and ethnicity subgroups. CONCLUSIONS: Educational attainment contributes to cohort differences in dementia prevalence overall and across demographic groups.

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Publication Details

Journal
Epidemiology
Published
2026-11-02
DOI
https://doi.org/10.1097/ede.0000000000002062
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Educational Attainment and Cohort Differences in Dementia Prevalence: A Counterfactual Decomposition Analysis

M. Maria Glymour, John Robert Warren, Rafeya V. Raquib, Andrew C. Stokes et al.
Epidemiology
Dementia and Cognitive Impairment Research
article

Educational Attainment and Cohort Differences in Dementia Prevalence: A Counterfactual Decomposition Analysis

M. Maria Glymour, John Robert Warren, Rafeya V. Raquib, Andrew C. Stokes, Jennifer Weuve, Sarah F. Ackley, Jacqueline M. Torres, Ruijia Chen, Maria Gueltzow, Chang Su, Liying Luo, Jingxuan Wang
article en

Abstract

BACKGROUND: It remains unclear why age-specific dementia prevalence has declined over recent decades. Improvements in educational attainment across cohorts are one potential explanation. We estimated the reduction in dementia prevalence expected if earlier cohorts had attained the educational distribution of the most recent cohort. METHODS: We analyzed 17,762 participants (82,856 person-waves) from the 2000-2020 Health and Retirement Study (HRS) and grouped participants into four cohorts: Assets and Health Dynamics Among the Oldest Old (AHEAD; born 1900-1923); Children of the Depression (CODA; 1924-1930); HRS (1931-1941); and War Babies (WB; 1942-1947). We incorporated g-computation with age-period-cohort analyses to compare natural-course dementia prevalence with counterfactual scenarios in which earlier cohorts were assigned WB's education distribution. RESULTS: If earlier cohorts had the same education distribution as the WB cohort, dementia prevalence would be lower across ages and periods. At age 70 in 2010, prevalence based on the Langa-Weir classification of dementia would be reduced by 14% (95% CI: 11% -16%) in HRS, 21% (95% CI: 19% - 24%) in CODA, and 26% (95% CI: 23% - 29%) in AHEAD. Equalizing educational attainment would close 0.7 percentage points (95% CI: 0.5, 0.8) of the HRS-WB difference, 1.2 (95% CI: 0.9, 1.4) of the CODA-WB difference, and 1.6 (95% CI: 1.3, 1.9) of the AHEAD-WB difference. Reductions in dementia prevalence based on the Gianattasio-Power dementia ascertainment algorithm were smaller. Large reductions were observed within sex/gender and race and ethnicity subgroups. CONCLUSIONS: Educational attainment contributes to cohort differences in dementia prevalence overall and across demographic groups.

Epidemiology
Boston University (US), University of Minnesota (US), Pennsylvania State University (US), Harvard University (US), University of California, Los Angeles (US), University of California, San Francisco (US), Robert Koch Institute (DE), Brown University (US), Max Planck Institute for Demographic Research (DE)
Good health and well-being, Reduced inequalities
Openalex Percentile: Top 14%
Dementia and Cognitive Impairment Research
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