ArticleEClinicalMedicine2024
Associations between socioeconomic inequalities and progression to psychological and cognitive multimorbidities after onset of a physical condition: a multicohort study.
Article in EClinicalMedicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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.
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.
Who cites it
31 citing papers in PubMed.
- Using a Person-Centred Approach to Adapt a Digital Therapy for Inflammatory Bowel Disease (COMPASS-IBD).Health expectations : an international journal of public participation in health care and health policy · 2026Trial
- Heterogeneity in the association between cardiovascular disease and cognitive decline: a pooled analysis of five prospective cohort studies from 24 countries.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Multimorbidity and Cognitive Function in Community-Dwelling Older Adults in Shanghai: The Mediating Role of Sleep Quality.Journal of sleep research · 2026Article
- Longitudinal Patterns of Within- and Cross-Domain Multimorbidity Across Physical, Psychological, and Cognitive Conditions in China and the United States: The Role of Socioeconomic and Healthcare Inequalities.Healthcare (Basel, Switzerland) · 2026Article
- Associations between adverse childhood experiences and progression to incident psychiatric disorders in older adults: A 22-year cohort study.Translational psychiatry · 2026Article
- Observational
- Variable selection-combined causal mediation analysis for continuous treatments with application to large-dimensional biomedical data.PLoS computational biology · 2026Article
- C-reactive protein-triglyceride-glucose index (CTI) as a predictor of chronic liver disease in adults with macrocytic anemia.Scientific reports · 2026Article
- Multimorbidity, health service use, and health insurance by socioeconomic groups in 31 countries: A multi-cohort study.PLoS medicine · 2026Article
- Adverse childhood and adult experiences, intrinsic capacity decline, and subsequent physical-psychological-cognitive multimorbidity: a prospective cohort study from China.The journal of nutrition, health & aging · 2026Article
- Association between social activity participation and rural-urban difference in depressive symptoms among middle-aged and older adults in China: a Fairlie decomposition analysis.BMC public health · 2026Article
- Socioeconomic status and intrinsic capacity trajectories among middle-aged and older adults in China: mediating role of cognitive leisure activities.The journal of nutrition, health & aging · 2026Article
- Social frailty and the risk of progression from health to physical, psychological, and cognitive multimorbidity: a prospective multi-cohort study.BMC medicine · 2026Article
- Change in loneliness and subsequent cardiometabolic Multimorbidity among middle-aged and older adults: results from two east asian prospective cohorts.Aging clinical and experimental research · 2026Article
- Early-life nutritional deprivation and multimorbidity in middle- aged and older adults: a longitudinal exploratory mediation analysis of biological aging.Frontiers in nutrition · 2026Article
- Multidimensional Depressive Symptom Exposure and Incident Cognitive Decline: A Prospective Cohort Study.Depression and anxiety · 2026Article
- Physical-psychological-cognitive multimorbidity: a narrative review.Frontiers in public health · 2026Review
- Long-Term Urban Air Pollution Drives Multi-Stage Neuropsychiatric Disorder Trajectories: A Prospective Cohort Study.Toxics · 2025Article
- Associations of life course social determinants of health, social mobility with cognitive function and roles of social participation and lifestyle: a multicohort study.BMC medicine · 2025Article
- The association between subjective well-being and physical-psychological-cognitive multimorbidity: a longitudinal analysis of a nationally representative survey.Scientific reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Background: Chronic physical conditions (e.g., heart diseases, diabetes) increase with population ageing, contributing to psychological and cognitive multimorbidities. Yet, little is known about socioeconomic inequalities in this process. We examined the associations between socioeconomic status (SES) and progression to psychological and cognitive multimorbidities after onset of a physical condition. Methods: We used harmonized individual-level data from five prospective cohort studies across 24 countries in the US, Europe and Asia, with repeated morbidity measurements between 2002 and 2021. Participants with at least one new-onset physical conditions (hypertension, diabetes, heart diseases, stroke, chronic lung diseases, cancer, or arthritis) were followed up for progression to physical-psychological multimorbidity, physical-cognitive multimorbidity, and physical-psychological-cognitive multimorbidity. SES was determined based on educational level and total household wealth at the onset of a physical condition. Time to and incidence rates of progressing psychological and cognitive multimorbidities were estimated in analyses stratified by SES. Fine-Gray subdistribution hazard models and multi-state models were used to estimate the associations between SES and progression to psychological and cognitive multimorbidities. Findings: Among 20,250 participants aged ≥45 years (mean age at a physical condition onset 65.38 years, standard deviation 8.37) with at least one new-onset physical conditions in the analysis, 7928 (39.2%) progressed to psychological and cognitive multimorbidities during a median follow-up of 8.0 years (168,575 person-years). The mean survival time free from physical-psychological-cognitive multimorbidity was 11.96 years (95% confidence interval 11.57-12.34) in low SES individuals, compared to 15.52 years (15.40-15.63) in high SES individuals, with the corresponding incidence rate of 18.44 (16.32-20.82) and 3.15 (2.48-4.01) per 1000 person-years, respectively. The associations of education, household wealth and SES with multimorbidities followed a dose-dependent relation, with subdistribution hazard ratios per decreasing SES category being 1.24 (1.19-1.29) for physical-psychological multimorbidity, 1.47 (1.40-1.54) for physical-cognitive multimorbidity, and 1.84 (1.72-1.97) for physical-psychological-cognitive multimorbidity. The strongest SES-multimorbidities associations were observed in participants with arthritis, hypertension or diabetes. In multi-state models SES was linked to all five transitions from physical condition to physical-psychological multimorbidity, physical-cognitive multimorbidity and physical-psychological-cognitive multimorbidity. Interpretation: Socioeconomic inequalities are associated with the progression of a chronic physical condition, with the lower SES groups had both an earlier time to and a higher incidence of psychological and cognitive multimorbidities. These findings underscore the need for more effective equity-oriented policies and healthcare practices to address reduced psychological wellness and cognitive maintenance among individuals with low SES and physical conditions. Funding: Zhejiang University Hundred Talents Program Research Initiation Fund, Fundamental Research Funds for the Central Universities in China, Wellcome Trust, Medical Research Council, National Institute on Aging, Academy of Finland.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.