ArticleThe Lancet regional health. Europe2023
Trajectories in chronic disease accrual and mortality across the lifespan in Wales, UK (2005-2019), by area deprivation profile: linked electronic health records cohort study on 965,905 individuals.
Article in The Lancet regional health. Europe, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Unveiling the Potential of Large Language Models in Transforming Chronic Disease Management: Mixed Methods Systematic Review.Journal of medical Internet research · 2025Pooled it
- Genetic and sociodemographic factors associated with trajectories of physical and mental health multimorbidity in a South Asian cohort in the UK: A multistate modelling analysis.PLoS medicine · 2026Article
- Relationship between socioeconomic inequality and multimorbidity progression in UK Biobank data.Communications medicine · 2026Article
- Data-driven identification of hub chains in disease accruals to reduce healthcare utilization and costs.Communications medicine · 2026Article
- Early dynamics of multimorbidity in 17.4 million people in Spain: onset patterns and prognostic value.European journal of public health · 2026Article
- Interventions to prevent and treat multiple long-term conditions and their consequences across the life course: concepts and definitions.BMC medicine · 2026Article
- Exploring the views of key stakeholders on dementia risk prediction in primary care in areas of socioeconomic deprivation: a qualitative study.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026Article
- Identifying clusters of people with Multiple Long-Term Conditions using Large Language Models: a population-based study.NPJ digital medicine · 2025Article
- Limited association between multimorbidity and high-sensitive C-reactive protein or gait speed in community-dwelling octogenarians - findings from the BUTTERFLY study.The journal of nutrition, health & aging · 2025Article
- Article
- Temporal patterns of multiple long-term conditions in individuals with intellectual disability living in Wales: an unsupervised clustering approach to disease trajectories.Frontiers in digital health · 2025Article
- Multimorbidity progression and the heterogeneous impact of healthy ageing risk factors: a multicohort study.BMJ public health · 2025Article
- Sex- and age-specific multimorbidity networks in middle-aged inpatients: a network-based comparative study between China and the United Kingdom.Innovation in aging · 2025Article
- Spinal pain prevalence and associated determinants: A population-based study using the National Survey for Wales.Physiological reports · 2024Article
- Use of social deprivation status in primary prevention cardiovascular risk scores: a must but a challenge.Postgraduate medical journal · 2024Article
- Adoption of high-sensitivity cardiac troponin for risk stratification of patients with suspected myocardial infarction: a multicentre cohort study.The Lancet regional health. Europe · 2024Article
- Tackling socioeconomic disparities in multimorbidity.The Lancet regional health. Europe · 2023Article
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22 authors.
Funding
Abstract
Background: Understanding and quantifying the differences in disease development in different socioeconomic groups of people across the lifespan is important for planning healthcare and preventive services. The study aimed to measure chronic disease accrual, and examine the differences in time to individual morbidities, multimorbidity, and mortality between socioeconomic groups in Wales, UK. Methods: Population-wide electronic linked cohort study, following Welsh residents for up to 20 years (2000-2019). Chronic disease diagnoses were obtained from general practice and hospitalisation records using the CALIBER disease phenotype register. Multi-state models were used to examine trajectories of accrual of 132 diseases and mortality, adjusted for sex, age and area-level deprivation. Restricted mean survival time was calculated to measure time spent free of chronic disease(s) or mortality between socioeconomic groups. Findings: In total, 965,905 individuals aged 5-104 were included, from a possible 2.9 m individuals following a 5-year clearance period, with an average follow-up of 13.2 years (12.7 million person-years). Some 673,189 (69.7%) individuals developed at least one chronic disease or died within the study period. From ages 10 years upwards, the individuals living in the most deprived areas consistently experienced reduced time between health states, demonstrating accelerated transitions to first and subsequent morbidities and death compared to their demographic equivalent living in the least deprived areas. The largest difference were observed in 10 and 20 year old males developing multimorbidity (-0.45 years (99% CI: -0.45, -0.44)) and in 70 year old males dying after developing multimorbidity (-1.98 years (99% CI: -2.01, -1.95)). Interpretation: This study adds to the existing literature on health inequalities by demonstrating that individuals living in more deprived areas consistently experience accelerated time to diagnosis of chronic disease and death across all ages, accounting for competing risks. Funding: UK Medical Research Council, Health Data Research UK, and Administrative Data Research Wales.
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