Evidence map›Paper›PMID 41399016›Full record

ArticleThe journals of gerontology. Series B, Psychological sciences and social sciences2026

Disentangling social isolation, loneliness, and later-life cognitive function for older adults in the United States: evidence from causal inference modeling.

Jo Mhairi Hale, Angelo Lorenti, Solveig A Cunningham

Abstract read
In one paragraph

Article in The journals of gerontology. Series B, Psychological sciences and social sciences, 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. The social environment and cognitive aging over the life course: laying out critical concepts and research gaps.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
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

3 authors.

Jo Mhairi HaleSchool of Geography and Sustainable Development, University of St Andrews, St Andrews, Scotland.ORCID 0000-0003-1343-3879
Angelo LorentiMax Planck Institute for Demographic Research, Rostock, Germany.ORCID 0000-0002-8789-7011
Solveig A CunninghamHubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States.ORCID 0000-0002-2354-1526

Funding

Disparities in the burden and progression of multi-morbidity across adulthoodR01AG074019 · NIA · EMORY UNIVERSITY · PI ARGESEANU CUNNINGHAM, SOLVEIG · 2022 to 2025
$1.5M
NIA NIH HHS R01 AG074019NIA NIH HHS R01AG074019University of St Andrews Global Office and Emory University Halle Institute for Global Research Collaborative Grant to J.M.H
6 · The paper itself

Abstract

objectivesOlder adults are at high risk of the negative health impacts of social isolation and loneliness. One of those possible negative health impacts is Alzheimer's disease, a leading cause of death for adults in the United States and many high-income countries. Taking a life course perspective, we explore whether there is a direct causal effect of social isolation on later-life trajectories of cognitive function, the extent to which any effect of social isolation on cognitive impairment operates indirectly through loneliness, who may be most vulnerable, and the potential efficacy of a statistical intervention for those living alone.

methodsWe use a counterfactual approach, the g-formula, with the U.S. Health and Retirement Study, analyzing data from 30,421 individuals with 137,653 observations across 2004-2018.

resultsWe find a consistent pattern of social isolation having a detrimental direct causal effect on cognitive function, with only 6% of this effect operating through loneliness. Reducing social isolation has a protective effect on cognitive function for all subpopulations regardless of gender, race/ethnicity, and educational level, with only minor differences among social categories. Our statistical intervention shows that targeting social isolation in those living alone may be one viable public health strategy for protecting against cognitive decline. DISCUSSION: Our results suggest that addressing social isolation-and, by extension, its effects on health-requires both a broad understanding of its heterogeneous impacts on the general population and a nuanced approach to targeting public health interventions where they can be most effective.

Indexed as

CognitionCognitive DysfunctionLonelinessSocial IsolationAgedAged, 80 and overFemaleHumansMaleMiddle AgedUnited StatesDementiag-FormulaHealthLife courseWell-being

Identifiers

PMID41399016
PMCPMC13376962

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Registered trials

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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.