Evidence map›Paper›PMID 42876511›Full record

ArticleFrontiers in public health2026

The relationship between socioeconomic factors, social participation, behaviours, and healthy ageing: an analysis of longitudinal data.

Lujain Sahab, Tim Newton, Wael Sabbah

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

3 authors.

Lujain SahabFaculty of Dentistry, Oral and Craniofacial Research, King's College London, London, United Kingdom.
Tim NewtonFaculty of Dentistry, Oral and Craniofacial Research, King's College London, London, United Kingdom.
Wael SabbahFaculty of Dentistry, Oral and Craniofacial Research, King's College London, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: To investigate the longitudinal associations between social participation, socioeconomic factors, health behaviours and Healthy Ageing (HA) among older Americans over a ten-year period. Methods: Retrospective secondary analysis using data from three waves of the Health and Retirement Study, corresponding with years (2006, 2010, 2016), a longitudinal survey of older American adults. The analysis included demographic factors (gender, age, race, marital status), and socioeconomic factors (education, total wealth and poverty-income ratio) in 2006, health behaviours (smoking, physical activity), and Body Mass Index in 2010, social participation in 2006 and HA (measured in 2010 and 2016). Healthy ageing was an aggregate variable including freedom from disability, freedom from cognitive impairment, and high physical functioning. Social participation was a dichotomous variable derived from work status, perceived neighbourhood safety, and engagement in volunteer work. Structural equation modelling (SEM) was employed to examine direct and indirect associations between these factors and HA at final follow-up. Results: A total of 9,748 participants with complete data in the three waves were included. The mean age at baseline was 68 years. Social participation in 2006 was significantly associated with HA in 2016 (estimate: 0.09, 95% CI: 0.08, 0.11). Physical activity showed a strong positive association with HA in 2016 (estimate: 0.31, 95% CI: 0.29, 0.33). Furthermore, HA in 2010 was also a strong exposure associated with HA in 2016 (estimate: 0.46; 95% CI: 0.45-0.47). Conclusion: Social participation was significantly associated with HA, alongside established health behaviours such as physical activity. These findings underscore the importance of social participation as a key factor associated with HA and support the integration of social participation into public health strategies for older adults.

Indexed as

Health BehaviorHealthy AgingSocial ParticipationSocioeconomic FactorsAgedAged, 80 and overFemaleHumansLongitudinal StudiesMaleMiddle AgedRetrospective StudiesSecondary Data AnalysisUnited Stateshealth and retirement studyhealthy ageinglongitudinal studyolder adultssocial participation

Identifiers

PMID42876511
PMCPMC13661375

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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.