ArticleBMJ open2024
Exposure to early-life adversity and long-term trajectories of multimorbidity among older adults in China: analysis of longitudinal data from the China Health and Retirement Longitudinal Study.
Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 7 citations in OpenAlex.
- Age-period-cohort analysis of multimorbidity prevalence among Chinese older adults: from 2002 to 2022.GeroScience · 2026Article
- Defining Life Stages and Mapping Care Trajectories: A Narrative Review of Life-Course Theories, Models and Frameworks.Journal of advanced nursing · 2026Review
- Accelerated multimorbidity in early adulthood and long-term functional disability in later life: a life-course epidemiological study.International journal for equity in health · 2026Article
- Life course socioeconomic determinants of multimorbidity in later life: longitudinal evidence from the Health and Retirement Study.Longitudinal and life course studies : international journal · 2026Article
- Childhood adversities and the exposome in dementia risk and brain health.Current opinion in psychiatry · 2026Review
- The relationship between lifestyle, night shift pattern, mental health and the trajectories of nurses' metabolic diseases: a cohort study of nurses.Frontiers in public health · 2026Article
- Determinants of the onset and development of multimorbidity in different subpopulations of older Chinese adults: insights from the China Health and Retirement Longitudinal Study.Annals of medicine · 2025Article
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4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis study aimed to identify long-term distinct trajectories of multimorbidity with ageing from 50 to 85 years among Chinese older adults and examine the relationship between exposure to early-life adversity (ELA; including specific types of adversity and accumulation of different adversities) and these long-term multimorbidity trajectories.
designThe group-based trajectory models identified long-term multimorbidity trajectories. Multinomial logistic regression models were used to examine the relationship between ELA and the identified multimorbidity trajectories.
settingThis study used data from the China Health and Retirement Longitudinal Study (CHARLS, 2011-2018) and the 2014 Life History Survey.
participantsWe used data from 9112 respondents (aged 60 and above) of the 2018 wave of CHARLS. OUTCOME MEASURES: Each respondent's history of chronic conditions and experiences of ELA were collected from the 2011-2018 waves of CHARLS and the 2014 Life History Survey.
resultsFour heterogeneous long-term trajectories of multimorbidity development were identified: 'maintaining-low' (19.1%), 'low onset-rapidly increasing' (23.3%), 'middle onset-moderately increasing' (41.5%) and 'chronically-high' (16.2%). Our findings indicated that the heterogeneity can be explained by ELA experiences. Across various types of different ELA experiences, exposure to food insufficiency (relative risk ratios from 1.372 (95% CI 1.190 to 1.582) to 1.780 (95% CI 1.472 to 2.152)) and parental quarrel/divorce (relative risk ratios from 1.181 (95% CI 1.000 to 1.394) to 1.262 (95% CI 1.038 to 1.536)) had the most prominent associations with health deterioration. The accumulation of more different ELA experiences was associated with a higher relative risk of developing more severe multimorbidity trajectories (relative risk ratio for five to seven ELAs and chronically high trajectory: 7.555, 95% CI 4.993 to 11.431).
conclusionsThere are heterogeneous long-term trajectories of multimorbidity in Chinese older adults, and the risk of multimorbidity associated with ELA accumulates over the lifespan. Our findings highlight the role of a supportive early-life family environment in promoting health development across the lifespan, advocating for the integration of life-course approaches to implementing health disparity interventions.
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