164166 20251127172930.0 doi 10.1186/s12889-025-24874-8 sideral 146326 ART-2025-146326 eng Collazo, Yuleydy Cardiovascular risk factors in immigrants: an intersectional real world data approach to understand health inequalities 2025 Cardiovascular risk factors (CVRFs) are shaped by social determinants of health. Lower CVRFs frequency in immigrants, as reported in the literature, may oversimplify a group affected by multiple and intersecting social inequities. Using the framework of intersectionality, we aim to analyse the prevalence of CVRFs using Real-World Data (RWD), in immigrants to better understand how overlapping social identities shape health outcomes. Methods. A cross-sectional observational study was conducted in the immigrant population of the CARhES cohort (45,861) a population cohort of RWD of CVRFs’ patients. In order to characterise the most privileged and oppressed immigrant groups, we considered the impact of country of origin, age group, gender, income level and place of residence on the prevalence of CVRFs. Logistic regression models were used to estimate the effect of socioeconomic characteristics on the presence of three CVRFs. To explore intersectionality, logistic regression models with interactions assessed how sociodemographic variables jointly influenced the presence of three CVRFs. Coefficients were tested for significance using the Wald test, and odds ratios (ORs) were calculated with their 95% confidence intervals (CI). Results. The prevalence of CVRFs was higher in immigrant men, living in urban areas, and increased with aging and low income. The strongest association between socioeconomic variables and the presence of three CVRFs was found in people 65–79 years and among Europeans. This association was independent of their time in the country. Intersectional strata with more CVRFs included individuals aged 65–79 in urban areas, Latin American and Caribbean men and African women. Intersectional analyses showed that African immigrants from urban areas had a higher probability of having the three CVRFs (OR: 1.66, CI = 1.30–2.11), as did African women (OR: 1.40, CI = 1.15–1.69). Females in the most oppressed axes of inequality showed a higher frequency of CVRFs than males. Conclusions. Intersectional approach reveals that the most disadvantaged groups regarding CVRFs include older Latin American and Caribbean men and African women in urban areas. Women facing multiple layers of social oppression are particularly at risk. This RWD-based approach enables the identification of at-risk groups and supports the design of equitable, data-driven health interventions. Access copy available to the general public Unrestricted info:eu-repo/grantAgreement/ES/DGA-GRISSA/B09-23R info:eu-repo/grantAgreement/ES/ISCIII/PI22-01193 info:eu-repo/semantics/openAccess by-nc-nd https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Gamba, Adriana Malo, Sara Universidad de Zaragoza (orcid)0000-0002-7194-8275 Rabanaque, MJ Universidad de Zaragoza (orcid)0000-0002-6671-5661 Carela, Francisco Javier Aguilar-Palacio, Isabel Universidad de Zaragoza (orcid)0000-0001-7293-701X 1011 615 Universidad de Zaragoza Dpto. Microb.Ped.Radio.Sal.Pú. Área Medic.Prevent.Salud Públ. 25, 1 (2025), 11 pp. BMC Public Health BMC PUBLIC HEALTH 1471-2458 1479759 http://zaguan.unizar.es/record/164166/files/texto_completo.pdf Versión publicada 2205713 http://zaguan.unizar.es/record/164166/files/texto_completo.jpg?subformat=icon icon Versión publicada oai:zaguan.unizar.es:164166 articulos driver 2025-11-27-15:16:18 ARTICLE