Evidence map›Paper›PMID 41932166›Full record

ArticleSocial science & medicine (1982)2026

Mechanistic pathways between adult child education and late-life parental health outcomes: cross-national comparisons across the US, Mexico, and India.

Emma Nichols, Karla Renata Flores Romero, Sirena Gutierrez, Ah-Reum Lee, Yulin Yang, Jinkook Lee, Jacqueline M Torres

Abstract read
In one paragraph

Article in Social science & medicine (1982), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Cross-national comparison of the association between adult child educational attainment and older parents' functional health.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Emma NicholsCenter for Economic and Social Research, University of Southern California, 635 Downey Way, VPD 305, Los Angeles, CA, 90089, USA; Leonard Davis School of Gerontology, University of Southern California, 3715 McClintock Ave, Los Angeles, CA, 90089, USA. Electronic address: emmanich@usc.edu.
Karla Renata Flores RomeroDepartment of Epidemiology and Biostatistics, University of California, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA.
Sirena GutierrezDepartment of Epidemiology and Biostatistics, University of California, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA.
Ah-Reum LeeDepartment of Epidemiology and Biostatistics, University of California, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA.
Yulin YangDepartment of Epidemiology and Biostatistics, University of California, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA.
Jinkook LeeCenter for Economic and Social Research, University of Southern California, 635 Downey Way, VPD 305, Los Angeles, CA, 90089, USA; Department of Economics, University of Southern California, 635 Downey Way, VPD 307, Los Angeles, CA, 90089, USA.
Jacqueline M TorresDepartment of Epidemiology and Biostatistics, University of California, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA.

Funding

Integrting Information About Aging SurveysR01AG030153 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Sara Adar, Alden L. Gross · 2007 to 2026
$41.7M
The contribution of adult child socio-economic status to parents' risk and outcomes of Alzheimer's disease and related dementias (ADRDs) in cross-national settingsR01AG072448 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Jacqueline Marie Torres · 2022 to 2026
$3.7M
NIA NIH HHS R01 AG030153NIA NIH HHS R01 AG072448
6 · The paper itself

Abstract

A growing body of evidence across global contexts supports the notion that adult child education may have upward spillover effects on late-life parental health outcomes through heterogeneous mechanistic pathways. However, comparisons of these pathways across diverse study contexts are challenging given differences in exposure and outcome definitions, modeling strategies, and covariate adjustment strategies. We sought to improve cross-national comparisons by using harmonized data spanning 2015-2017 from the Health and Retirement Study (HRS, N = 11,584) in the US, the Mexican Health and Aging Study (MHAS, N = 9,599) in Mexico, and the Longitudinal Aging Study (LASI, N = 29,576) in India, along with harmonized modeling approaches. We estimated associations between years of adult child education and hypothesized mediators of late-life health outcomes (considered outcomes in the current study) across four domains (financial, intergenerational contact, psychosocial well-being, and health behaviors) using generalized linear models. There were large differences in the prevalence of hypothesized mediators across settings (e.g., prevalence of child-to-parent financial transfers: 5.3% in HRS, 46.9% in MHAS, 13.2% in LASI). We also observed some notable heterogeneity in associations between adult child education and hypothesized mediators (e.g., odds ratios for co-residence vs. not of 0.89 [95% CI 0.85-0.93] in HRS, 1.02 [0.96-1.06] in MHAS, or 1.04 [1.02-1.06] in LASI per year of education). However, there was consistency in the multifaceted nature of associations across domains that may in turn shape chronic disease risk, highlighting the potential wide-ranging effects of intergenerational gains in education. Results can help contextualize cross-country differences and may serve to motivate future mediation analyses.

Indexed as

Adult ChildrenEducational StatusHealth StatusParentsAgedFemaleHumansIndiaLongitudinal StudiesMaleMexicoMiddle AgedUnited StatesCross-nationalEducationInter-generationalMechanismsUpwards spillover

Identifiers

PMID41932166
PMCPMC13159382

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.