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Causal mediation of the association between educational attainment and late-life cognitive function by trajectories of social participation

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  • Hsu, Yu-Tien
  • Grodstein, Francine
  • Liu, Tzu-Hung
  • Chang, Chia-Rui
  • Kawachi, Ichiro
  • Chen, Jarvis T.

Abstract

Education is a well-established predictor for late-life cognition. Moreover, social participation is associated with late-life cognition and could mediate the association between education and cognitive function. Yet, few studies have formally tested this question within a causal mediation framework.

Suggested Citation

  • Hsu, Yu-Tien & Grodstein, Francine & Liu, Tzu-Hung & Chang, Chia-Rui & Kawachi, Ichiro & Chen, Jarvis T., 2025. "Causal mediation of the association between educational attainment and late-life cognitive function by trajectories of social participation," Social Science & Medicine, Elsevier, vol. 370(C).
    • Handle: RePEc:eee:socmed:v:370:y:2025:i:c:s027795362500190x
    DOI: 10.1016/j.socscimed.2025.117861
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    References listed on IDEAS

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    1. van Buuren, Stef & Groothuis-Oudshoorn, Karin, 2011. "mice: Multivariate Imputation by Chained Equations in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i03).
    2. Chun-Hung Lin, 2007. "Education Expansion, Educational Inequality, and Income Inequality: Evidence from Taiwan, 1976–2003," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 80(3), pages 601-615, February.
    3. Matthias Studer & Gilbert Ritschard, 2016. "What matters in differences between life trajectories: a comparative review of sequence dissimilarity measures," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(2), pages 481-511, February.
    4. Lisa G. Smithers & Alyssa C. P. Sawyer & Catherine R. Chittleborough & Neil M. Davies & George Davey Smith & John W. Lynch, 2018. "A systematic review and meta-analysis of effects of early life non-cognitive skills on academic, psychosocial, cognitive and health outcomes," Nature Human Behaviour, Nature, vol. 2(11), pages 867-880, November.
    5. Liang, Jersey & Wang, Chia-Ning & Xu, Xiao & Hsu, Hui-Chuan & Lin, Hui-Shen & Lin, Yu-Hsuan, 2010. "Trajectory of functional status among older Taiwanese: Gender and age variations," Social Science & Medicine, Elsevier, vol. 71(6), pages 1208-1217, September.
    6. Kaori Fujishiro & Leslie A MacDonald & Michael Crowe & Leslie A McClure & Virginia J Howard & Virginia G Wadley & Deborah Carr, 2019. "The Role of Occupation in Explaining Cognitive Functioning in Later Life: Education and Occupational Complexity in a U.S. National Sample of Black and White Men and Women," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 74(7), pages 1189-1199.
    7. Chenguang Du & Yasuo Miyazaki & XinQi Dong & Mengting Li & Jessica Kelley, 2023. "Education, Social Engagement, and Cognitive Function: A Cross-Lagged Panel Analysis," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 78(10), pages 1756-1764.
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