Inequality of educational opportunity at time of schooling predicts cognitive functioning in later adulthood

Anja K. Leist, Eyal Bar-Haim, Louis Chauvel

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9 Scopus citations

Abstract

Objectives: Our understanding of how societal conditions and educational policies influence cognitive development across the life course is improving. We tested the extent to which inequality of educational opportunity (IEO), the country- and cohort-specific correlation of parents' and their offspring's length of schooling, offers systematically different opportunities to contribute to cognitive development, which in turn influences cognitive abilities up to older ages. Methods: A total of 46,972 individuals of three cohorts born 1940–63 from 16 European countries and Israel provided up to six cognitive assessments and information on covariates in the SHARE survey 2004–2017. Individual-level data were linked to indicators of IEO at time of schooling, and economic, health, and human development, provided by World Bank, WHO, and the UN. Results: In multilevel (mixed-effects) models with random individual and country-cohort effects and adjusted for a large set of confounders, higher IEO was associated with lower levels of cognitive functioning in men and women. Interaction analyses suggested lower cognitive levels particularly of women who were schooled in higher IEO contexts and had lower educational attainment. Associations with rate of change in cognitive functioning were present only in women, however there was little clinically relevant cognitive decline across the window of observation. Result patterns were mostly consistent after including additional contextual indicators, and in a subsample with childhood information. Discussion: Findings suggest that IEO is able to substantially influence cognitive development with long-lasting impacts. Lower-educated women of the cohorts under investigation may have been particularly vulnerable to high-inequality educational contexts.

Original languageEnglish
Article number100837
JournalSSM - Population Health
Volume15
DOIs
StatePublished - Sep 2021

Bibliographical note

Publisher Copyright:
© 2021 The Authors

Funding

The SHARE data collection has been funded by the European Commission through FP5 (QLK6-CT-2001-00360), FP6 (SHARE-I3: RII-CT-2006-062,193, COMPARE: CIT5-CT-2005-028,857, SHARELIFE: CIT4-CT-2006-028,812), FP7 (SHARE-PREP: GA N°211,909, SHARE-LEAP: GA N°227,822, SHARE M4: GA N°261,982), and Horizon 2020 (SHARE-DEV3: GA N°676,536, SERISS: GA N°654,221) and by DG Employment, Social Affairs & Inclusion. Additional funding from the German Ministry of Education and Research, the Max Planck Society for the Advancement of Science, the U.S. National Institute on Aging (U01_AG09740-13S2, P01_AG005842, P01_AG08291, P30_AG12815, R21_AG025169, Y1-AG-4553-01, IAG_BSR06-11, OGHA_04–064, HHSN271201300071C), and from various national funding sources is gratefully acknowledged (see www.share-project.org ). This work was supported by the European Research Council (grant agreement no. 803239 , 2019–2023 , to AKL); and the National Research Fund Luxembourg ( FNR/P11/05 and FNR/P11/05 bis, 2012–2018, to LC). Ethical standards, study design, and data collection of the SHARE survey were approved by the internal review board (IRB) at the University of Mannheim, Germany ( Börsch-Supan et al., 2013 ; Börsch-Supan & Jürges, 2005 ). Ethical standards of the CRISP Cognitive Aging research project that this study is part of and funded by the European Research Council (grant agreement no. 803239) were approved by the Ethics Review Committee of the European Research Council in November 2018.

FundersFunder number
National Institute on AgingP01_AG005842, Y1-AG-4553-01, P30_AG12815, HHSN271201300071C, OGHA_04–064, R21_AG025169, IAG_BSR06-11, U01_AG09740-13S2, P01_AG08291
Horizon 2020 Framework Programme870628
Seventh Framework Programme261,982, 211,909, 227,822
Sixth Framework ProgrammeCIT5-CT-2005-028,857, CIT4-CT-2006-028,812, RII-CT-2006-062,193
Fifth Framework ProgrammeQLK6-CT-2001-00360
European Commission
European Commission803239
Fonds National de la Recherche LuxembourgFNR/P11/05
Bundesministerium für Bildung und Forschung
Max-Planck-Gesellschaft
Horizon 2020654,221, 676,536

    Keywords

    • Cognitive decline
    • Inequality of opportunity
    • Longitudinal
    • Multilevel modeling
    • Social mobility

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