ArticlePLoS medicine2023
Ethnic differences in early onset multimorbidity and associations with health service use, long-term prescribing, years of life lost, and mortality: A cross-sectional study using clustering in the UK Clinical Practice Research Datalink.
Article in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 4 of them syntheses that pooled it.
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Who cites it
31 citing papers in PubMed, 4 syntheses or guidelines pooled it, 35 citations in OpenAlex.
- Healthcare interventions to improve health outcomes for racially/ethnic minoritised people with multiple long-term conditions: a systematic review and narrative synthesis.BMC public health · 2026Pooled it
- A systematic review and meta-analysis of disease clusters in multimorbidity.Nature communications · 2025Pooled it
- Relationship Between Clusters of Multimorbidity and Dementia Risk: A Systematic Review.International journal of geriatric psychiatry · 2025Pooled it
- Reporting and representation of underserved groups in intervention studies for patients with multiple long-term conditions: a systematic review.Journal of the Royal Society of Medicine · 2024Pooled it
- Asthma and Multimorbidity Amongst Ethnic Minority Groups in High Income Countries.Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology · 2026Review
- Association Between the Presence of Multimorbidity and Sociodemographic Factors and Health Care Utilization in the Adult Population of Serbia: A National Health Survey.Healthcare (Basel, Switzerland) · 2026Article
- Racial Differences in Patterns of Long-Term Conditions Among Adults With Asthma.Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology · 2026Article
- Observational
- 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
- Objective Analysis of Movement Behaviours and Cardiometabolic Health in Sub-Saharan Africans Living in the UK: A Cross Sectional Study.Health science reports · 2026Article
- Perspectives and Needs Regarding Remote Monitoring Technologies Among South Asian Individuals Living With Long-Term Conditions in the United Kingdom: Semistructured Interview and Focus Group Study.JMIR human factors · 2026Article
- Combining polygenic risk scores to understand genetic liability to physical-mental health multimorbidity in UK Biobank.Human molecular genetics · 2026Article
- Ethnic differences in healthcare utilisation and diagnosis after first presentation with breathlessness: a retrospective cohort study using UK primary care records.NPJ primary care respiratory medicine · 2026Article
- Transition time between long-term conditions among childbearing women in England: a nationwide observational analysis.Family medicine and community health · 2026Observational
- Predicting multiple long-term conditions with role limitation at age 46 using early-life data from the 1970 British Cohort Study.BMJ public health · 2026Article
- Health service access for ethnically underrepresented communities: A scoping review of complex interventions.PloS one · 2026Article
- Intersecting trajectories of childhood ADHD, socioeconomic deprivation and distinct multimorbidity patterns in women.Nature. Mental health · 2026Article
- Ethnic differences in the patterns, incidence and prevalence of multiple long-term conditions: a systematic review protocol.Wellcome open research · 2026Article
- Effects of household and neighbourhood attributes on four definitions of multimorbidity: a comparative multilevel analysis of linked clinical and census data of Wales.BMJ public health · 2026Article
- Article
Corrections and comments
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Authors and funding
13 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe population prevalence of multimorbidity (the existence of at least 2 or more long-term conditions [LTCs] in an individual) is increasing among young adults, particularly in minority ethnic groups and individuals living in socioeconomically deprived areas. In this study, we applied a data-driven approach to identify clusters of individuals who had an early onset multimorbidity in an ethnically and socioeconomically diverse population. We identified associations between clusters and a range of health outcomes. METHODS AND
findingsUsing linked primary and secondary care data from the Clinical Practice Research Datalink GOLD (CPRD GOLD), we conducted a cross-sectional study of 837,869 individuals with early onset multimorbidity (aged between 16 and 39 years old when the second LTC was recorded) registered with an English general practice between 2010 and 2020. The study population included 777,906 people of White ethnicity (93%), 33,915 people of South Asian ethnicity (4%), and 26,048 people of Black African/Caribbean ethnicity (3%). A total of 204 LTCs were considered. Latent class analysis stratified by ethnicity identified 4 clusters of multimorbidity in White groups and 3 clusters in South Asian and Black groups. We found that early onset multimorbidity was more common among South Asian (59%, 33,915) and Black (56% 26,048) groups compared to the White population (42%, 777,906). Latent class analysis revealed physical and mental health conditions that were common across all ethnic groups (i.e., hypertension, depression, and painful conditions). However, each ethnic group also presented exclusive LTCs and different sociodemographic profiles: In White groups, the cluster with the highest rates/odds of the outcomes was predominantly male (54%, 44,150) and more socioeconomically deprived than the cluster with the lowest rates/odds of the outcomes. On the other hand, South Asian and Black groups were more socioeconomically deprived than White groups, with a consistent deprivation gradient across all multimorbidity clusters. At the end of the study, 4% (34,922) of the White early onset multimorbidity population had died compared to 2% of the South Asian and Black early onset multimorbidity populations (535 and 570, respectively); however, the latter groups died younger and lost more years of life. The 3 ethnic groups each displayed a cluster of individuals with increased rates of primary care consultations, hospitalisations, long-term prescribing, and odds of mortality. Study limitations include the exclusion of individuals with missing ethnicity information, the age of diagnosis not reflecting the actual age of onset, and the exclusion of people from Mixed, Chinese, and other ethnic groups due to insufficient power to investigate associations between multimorbidity and health-related outcomes in these groups.
conclusionsThese findings emphasise the need to identify, prevent, and manage multimorbidity early in the life course. Our work provides additional insights into the excess burden of early onset multimorbidity in those from socioeconomically deprived and diverse groups who are disproportionately and more severely affected by multimorbidity and highlights the need to ensure healthcare improvements are equitable.
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