Exploring the association between higher education and steeper cognitive decline in a nationally representative longitudinal study in India

Evidence on the association between education and cognitive decline is mixed. Recent systematic reviews suggest no association, but most evidence comes from high-income contexts. We used data from the Longitudinal Aging Study in India - Diagnostic Assessment of Dementia (LASI-DAD; N=3,673; 2017-2024) to estimate the association between educational attainment and cognitive decline using linear mixed effects models. We evaluated findings across a range of models and explored the roles of practice effects, selective survival, and assumptions about the underlying causal structure using supplementary analyses. Despite large differences in cognitive level (those with higher education had higher cognition in wave 1), compared to those with no education, those with less than primary school (difference of -0.03 SD units/year; 95% CI -0.04 to -0.01), primary school (-0.04; -0.06 to -0.03), middle-secondary school (-0.06; -0.07 to -0.04), and higher secondary school or above (-0.05; -0.07 to -0.03) had steeper cognitive decline after adjustment for demographic and early-life socioeconomic factors. Neither practice effects nor selective survival could explain findings, though findings were consistent with one of the two simulated causal structures. Analyses illustrate challenges in analyzing longitudinal cognitive data and showcase potential approaches to rule out methodological explanations and probe results.

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Publication Details

Journal
American Journal of Epidemiology
Published
2026-01-14
DOI
https://doi.org/10.1093/aje/kwag009
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
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article

Exploring the association between higher education and steeper cognitive decline in a nationally representative longitudinal study in India

Lindsay C. Kobayashi, Jinkook Lee, Miguel Arce Rentería, Erik Meijer et al.
American Journal of Epidemiology
Dementia and Cognitive Impairment Research
article

Exploring the association between higher education and steeper cognitive decline in a nationally representative longitudinal study in India

Lindsay C. Kobayashi, Jinkook Lee, Miguel Arce Rentería, Erik Meijer, Richard N Jones, Eleanor Hayes-Larson, Emma Nichols
article en

Abstract

Evidence on the association between education and cognitive decline is mixed. Recent systematic reviews suggest no association, but most evidence comes from high-income contexts. We used data from the Longitudinal Aging Study in India - Diagnostic Assessment of Dementia (LASI-DAD; N=3,673; 2017-2024) to estimate the association between educational attainment and cognitive decline using linear mixed effects models. We evaluated findings across a range of models and explored the roles of practice effects, selective survival, and assumptions about the underlying causal structure using supplementary analyses. Despite large differences in cognitive level (those with higher education had higher cognition in wave 1), compared to those with no education, those with less than primary school (difference of -0.03 SD units/year; 95% CI -0.04 to -0.01), primary school (-0.04; -0.06 to -0.03), middle-secondary school (-0.06; -0.07 to -0.04), and higher secondary school or above (-0.05; -0.07 to -0.03) had steeper cognitive decline after adjustment for demographic and early-life socioeconomic factors. Neither practice effects nor selective survival could explain findings, though findings were consistent with one of the two simulated causal structures. Analyses illustrate challenges in analyzing longitudinal cognitive data and showcase potential approaches to rule out methodological explanations and probe results.

American Journal of Epidemiology
University of Southern California (US), Johns Hopkins University (US), Brown University (US), University of Michigan (US), Columbia University (US)
Quality Education
Openalex Percentile: Top 88%
Dementia and Cognitive Impairment Research
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Exploring the association between higher education and steeper cognitive decline in a nationally representative longitudinal study in India — Lindsay C. Kobayashi, Jinkook Lee, et al. · American Journal of Epidemiology (2026) | TGRS Research Map | TGRS