ArticleScientific reports2023
Socio-economic status and trajectories of a novel multidimensional metric of Active and Healthy Ageing: the English Longitudinal Study of Ageing.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
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Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Effects of digitalized traditional Chinese exercises on the physical and mental health and quality of life of older adults: a systematic review and meta-analysis of randomized controlled trials.Frontiers in public health · 2025Pooled it
- Non-Exercise-Based Interventions to Support Healthy Aging in Older Adults: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.The Gerontologist · 2024Pooled it
- Machine learning and data-driven inverse modeling of metabolomics unveil key processes of active aging.NPJ systems biology and applications · 2025Trial
- Multisystem frailty phenotypes and associated factors among older adults in Türkiye: A nationally representative study.PloS one · 2026Article
- Differential Impact of Risk Factors for Cognitive Decline in Heterosexual and Sexual Minority Older Adults in England.Brain sciences · 2025Article
- Socioeconomic status moderate the relationship between mental health literacy, social participation, and active aging among Chinese older adults: evidence from a moderated network analysis.BMC public health · 2025Article
- A study of intergenerational support and the health relationship of the elderly population: Evidence from CHARLS.Heliyon · 2024Article
- 'Ageing with an alcohol problem is not what I envision': reclaiming agency in shaping personal ageing trajectory and recovery from alcohol problems.BMC geriatrics · 2023Article
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Authors and funding
3 authors.
Funding
Abstract
Healthy ageing research largely has a unidimensional focus on physical health, negating the importance of psychosocial factors in the maintenance of a good quality-of-life. In this cohort study, we aimed to identify trajectories of a new multidimensional metric of Active and Healthy Ageing (AHA), including their associations with socio-economic variables. A latent AHA metric was created for 14,755 participants across eight waves of data (collected between 2004 and 2019) from the English Longitudinal Study of Ageing (ELSA), using Bayesian Multilevel Item Response Theory (MLIRT). Then, Growth Mixture Modelling (GMM) was employed to identify sub-groups of individuals with similar trajectories of AHA, and multinomial logistic regression examined associations of these trajectories with socio-economic variables: education, occupational class, and wealth. Three latent classes of AHA trajectories were suggested. Participants in higher quintiles of the wealth distribution had decreased odds of being in the groups with consistently moderate AHA scores (i.e., 'moderate-stable'), or the steepest deterioration (i.e., 'decliners'), compared to the 'high-stable' group. Education and occupational class were not consistently associated with AHA trajectories. Our findings reiterate the need for more holistic measures of AHA and prevention strategies targeted at limiting socio-economic disparities in older adults' quality-of-life.
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