Observational studyJournal of global health2023
Multimorbidity, social determinants and intersectionality in chronic patients. Results from the EpiChron Cohort.
Observational study in Journal of global health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
What it found
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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
23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 31 citations in OpenAlex.
- Pooled it
- Sociodemographic intersections and risk of multiple long-term conditions: A systematic review.PloS one · 2025Pooled it
- The Role of Advanced Practice Nurses in the Care of Multimorbid and Complex Chronically Ill Young and Middle-Aged Adults in Hospital Settings-Perspectives on Experience of APNs: A Qualitative Study.Healthcare (Basel, Switzerland) · 2026Article
- Functional Limitation and Favorable Mental-Health Self-Appraisal Among U.S. Adults Aged 50 Years or Older with Multimorbidity: A Behavioral-Science Analysis of the 2023 Medical Expenditure Panel Survey.Behavioral sciences (Basel, Switzerland) · 2026Article
- Social determinants of intersectional inequalities in multimorbidity and its burden in China: a multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA).International journal for equity in health · 2026Article
- Deep learning predicts onset acceleration of 38 age-associated diseases from blood and body composition biomarkers in the UK Biobank.GeroScience · 2026Article
- Temporal trends and disparities in mortality among US adults with chronic kidney disease and comorbid depression: a population-based analysis, 1999-2023.Frontiers in public health · 2026Article
- Polypharmacy, multimorbidity, and socioeconomic inequalities in a Spanish region: a population-based cross-sectional study.Frontiers in public health · 2026Article
- Mapping the evidence on the intersection of gender and social determinants of health in health inequality: a scoping review.BMC public health · 2025Article
- Health-related quality of life of adult post COVID-19 condition patients three years after infection and patient characteristics associated with change over time: a longitudinal analysis from the CORFU study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025Article
- High Cardiovascular Disease Risk Among Men and Women Experiencing Poverty and Homelessness in Medically Underserved Areas of West Texas.Healthcare (Basel, Switzerland) · 2025Article
- Gender differences in self-management activation among patients with multiple chronic diseases: a qualitative study.Archives of public health = Archives belges de sante publique · 2025Article
- Knowledge, attitudes, and practice of primary care professionals regarding community activities: a descriptive study.Family practice · 2025Article
- Comorbidities Associated with Vitiligo: Results from the EpiChron Cohort.Journal of clinical medicine · 2025Article
- Uncovering bridging diseases in complex multimorbidity pathways: A network science approach.PloS one · 2025Article
- Investigating eHealth Lifestyle Interventions for Vulnerable Pregnant Women: Scoping Review of Facilitators and Barriers.Journal of medical Internet research · 2024Article
- Intersectional analysis of social determinants of health and their association with mortality in patients with multimorbidity.Journal of global health · 2024Article
- Review
- Factors influencing nurse practitioner panel size in team-based primary care: a qualitative case study.BMC primary care · 2024Article
- The current status of health care indices and functional independence among older adults: data from HelpAge international-jordan study.Aging clinical and experimental research · 2024Article
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Multimorbidity is influenced in an interconnected way, both in extent and nature, by the social determinants of health. We aimed at implementing an intersectional approach to analyse the association of multimorbidity with five important axes of social inequality (i.e. gender, age, ethnicity, residence area and socioeconomic class). Methods: We conducted a cross-sectional observational study of all individuals who presented with at least one chronic disease in 2019 (n = 1 086 948) from the EpiChron Cohort (Aragon, Spain). Applying intersectional analysis, the age-adjusted likelihood of multimorbidity was investigated across 36 intersectional strata defined by gender, ethnicity, residence area and socioeconomic class. We calculated odds ratios (OR) 95% confidence interval (CI) using high-income urban non-migrant men as the reference category. The area under the receiver operator characteristics curve (AUC) was calculated to evaluate the discriminatory accuracy of multimorbidity. Results: The prevalence of multimorbidity increased with age, female gender and low income. Young and middle-aged low-income individuals showed rates of multimorbidity equivalent to those of high-income people aged about 20 years older. The intersectional analysis showed that low-income migrant women living in urban areas for >15 years were particularly disadvantaged in terms of multimorbidity risk OR = 3.16 (95% CI = 2.79-3.57). Being a migrant was a protective factor for multimorbidity, and newly arrived migrants had lower multimorbidity rates than those with >15 years of stay in Aragon, and even non-migrants. Living in rural vs. urban areas was slightly protective against multimorbidity. All models had a large discriminatory accuracy (AUC = 0.7884-0.7895); the largest AUC was obtained for the model including all intersectional strata. Conclusions: Our intersectional approach uncovered the large differences in the prevalence of multimorbidity that arise due to the synergies between the different socioeconomic and demographic exposures, beyond their expected additive effects.
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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.