ArticleBMC medicine2017
The contribution of risk factors to socioeconomic inequalities in multimorbidity across the lifecourse: a longitudinal analysis of the Twenty-07 cohort.
Article in BMC medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 103 papers, 4 of them syntheses that pooled it.
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Who cites it
103 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Effectiveness of self-management interventions for long-term conditions in people experiencing socio-economic deprivation in high-income countries: a systematic review and meta-analysis.Journal of public health (Oxford, England) · 2023Pooled it
- Pooled it
- Inequalities in the progress of multiple chronic conditions: A systematic review of longitudinal studies.PloS one · 2022Pooled it
- Household and area-level social determinants of multimorbidity: a systematic review.Journal of epidemiology and community health · 2021Pooled it
- Personalised exercise-rehabilitation for people with multiple long-term conditions (PERFORM): a randomised feasibility study.BMJ open · 2025Trial
- Effectiveness of Community-Links Practitioners in Areas of High Socioeconomic Deprivation.Annals of family medicine · 2019Trial
- Trial
- Engagement in cardiac rehabilitation after a first myocardial infarction: a qualitative evidence synthesis of patient experiences.International journal of qualitative studies on health and well-being · 2026Review
- Systemic path to global health 2050.Bulletin of the World Health Organization · 2026Article
- The structural roots of multimorbidity: social inequalities, health disparities, and systemic challenges in Southern Spain.International journal for equity in health · 2026Article
- Interventions to prevent and treat multiple long-term conditions and their consequences across the life course: concepts and definitions.BMC medicine · 2026Article
- Bayesian multilevel analysis of multimorbidity among women in Somalia: prevalence, patterns, and determinants.Archives of public health = Archives belges de sante publique · 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
- Prescribed Medication Burden by Tobacco Smoking and E-Cigarette Use Status.Health science reports · 2026Article
- Development of a risk assessment model for multimorbidity of diabetes, hypertension, and coronary heart disease with XGBoost in primary care in Shanghai, China: a retrospective study.BMC cardiovascular disorders · 2026Article
- Is living on the coast associated with midlife multimorbidity in England and Wales? A cross-birth cohort analysis of the relationship between long-term residence and selective migration.BMJ public health · 2026Article
- From exposure to embedding: how interconnected social determinants drive health inequalities-a complex adaptive system dynamics approach.Frontiers in public health · 2026Article
- Does lifestyle explain the relationship between socioeconomic position and multimorbidity of cancer and cardiometabolic diseases? A mediation analysis applied to the European Prospective Investigation into Cancer and Nutrition.Journal of epidemiology and community health · 2025Article
- Measuring individual and community capacity factors in people with multimorbidity and exploring associations with health outcomes.BMC medicine · 2025Article
- Examining the Effect of SNAP-Multibehaviours on Multimorbidity Risk: A Cross-Sectional Study in Three General Practices' Electronic Health Records.International journal of environmental research and public health · 2025Observational
43 more citing papers are in PubMed but not listed here.
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Abstract
backgroundMultimorbidity is a major challenge to health systems globally and disproportionately affects socioeconomically disadvantaged populations. We examined socioeconomic inequalities in developing multimorbidity across the lifecourse and investigated the contribution of five behaviour-related risk factors.
methodsThe Twenty-07 study recruited participants aged approximately 15, 35, and 55 years in 1987 and followed them up over 20 years. The primary outcome was development of multimorbidity (2+ health conditions). The relationship between five different risk factors (smoking, alcohol consumption, diet, body mass index (BMI), physical activity) and the development of multimorbidity was assessed. Social patterning in the development of multimorbidity based on two measures of socioeconomic status (area-based deprivation and household income) was then determined, followed by investigation of potential mediation by the five risk factors. Multilevel logistic regression models and predictive margins were used for statistical analyses. Socioeconomic inequalities in multimorbidity were quantified using relative indices of inequality and attenuation assessed through addition of risk factors.
resultsMultimorbidity prevalence increased markedly in all cohorts over the 20 years. Socioeconomic disadvantage was associated with increased risk of developing multimorbidity (most vs least deprived areas: odds ratio (OR) 1.46, 95% confidence interval (CI) 1.26-1.68), and the risk was at least as great when assessed by income (OR 1.53, 95% CI 1.25-1.87) or when defining multimorbidity as 3+ conditions. Smoking (current vs never OR 1.56, 1.36-1.78), diet (no fruit/vegetable consumption in previous week vs consumption every day OR 1.57, 95% CI 1.33-1.84), and BMI (morbidly obese vs healthy weight OR 1.88, 95% CI 1.42-2.49) were strong independent predictors of developing multimorbidity. A dose-response relationship was observed with number of risk factors and subsequent multimorbidity (3+ risk factors vs none OR 1.91, 95% CI 1.57-2.33). However, the five risk factors combined explained only 40.8% of socioeconomic inequalities in multimorbidity development.
conclusionsPreventive measures addressing known risk factors, particularly obesity and smoking, could reduce the future multimorbidity burden. However, major socioeconomic inequalities in the development of multimorbidity exist even after taking account of known risk factors. Tackling social determinants of health, including holistic health and social care, is necessary if the rising burden of multimorbidity in disadvantaged populations is to be redressed.
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