Observational studyThe Lancet. Global health2020
Ethnic and regional variations in hospital mortality from COVID-19 in Brazil: a cross-sectional observational study.
Observational study in The Lancet. Global health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 280 papers, 11 of them syntheses that pooled it.
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Who cites it
280 citing papers in PubMed, 11 syntheses or guidelines pooled it, 659 citations in OpenAlex.
- Global prevalence and effect of comorbidities and smoking status on severity and mortality of COVID-19 in association with age and gender: a systematic review, meta-analysis and meta-regression.Scientific reports · 2023Pooled it
- Prevalence of chronic pain in Brazil: A systematic review and meta-analysis.Clinics (Sao Paulo, Brazil) · 2023Pooled it
- Systemic corticosteroids for the treatment of COVID-19: Equity-related analyses and update on evidence.The Cochrane database of systematic reviews · 2022Pooled it
- Does ethnicity affect pain management for people with advanced disease? A mixed methods cross-national systematic review of 'very high' Human Development Index English-speaking countries.BMC palliative care · 2022Pooled it
- The isolated effect of age on the risk of COVID-19 severe outcomes: a systematic review with meta-analysis.BMJ global health · 2021Pooled it
- A systematic review of racial/ethnic and socioeconomic disparities in COVID-19.International journal for equity in health · 2021Pooled it
- Ethnic minority status as social determinant for COVID-19 infection, hospitalisation, severity, ICU admission and deaths in the early phase of the pandemic: a meta-analysis.BMJ global health · 2021Pooled it
- Impact of cardiovascular disease on clinical outcomes in hospitalized patients with Covid-19: a systematic review and meta-analysis.Internal and emergency medicine · 2021Pooled it
- Pre-existing health conditions and severe COVID-19 outcomes: an umbrella review approach and meta-analysis of global evidence.BMC medicine · 2021Pooled it
- Population-based prevalence surveys during the Covid-19 pandemic: A systematic review.Reviews in medical virology · 2021Pooled it
- Racial disparities in COVID-19 pandemic cases, hospitalisations, and deaths: A systematic review and meta-analysis.Journal of global health · 2021Pooled it
- Effectiveness of CoronaVac in a pioneer risk-based allocation clinical trial during the COVID-19 pandemic.PloS one · 2026Trial
- Risk Factors of COVID-19 Severity and Related Death in Children in the Post-Pandemic Era.Microorganisms · 2026Article
- Bridging Continents, Closing Gaps: A Multicenter Cohort Study on Subarachnoid Hemorrhage Outcomes and Health Care Disparities.Neurocritical care · 2026Article
- Effectiveness of COVID-19 Vaccine Boosters in Children Across Pandemic and Endemic Periods.Microorganisms · 2026Article
- Effectiveness of COVID-19 Vaccines Against Hospitalization and Severe Disease in Children with Diabetes Mellitus During Pandemic and Post-Pandemic Eras.Microorganisms · 2026Article
- Article
- Health inequalities in risk of SARS-CoV-2 infection in England's second wave: population-based cross-sectional analysis from the REACT-1 study.BMJ public health · 2026Article
- Impacts of the COVID-19 pandemic on Brazilian families: a countrywide population-based survey.International journal of epidemiology · 2026Article
- A countrywide study on post-COVID-19 condition in Brazil: the Epicovid 2.0.International journal of epidemiology · 2026Article
220 more citing papers are in PubMed but not listed here.
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Authors and funding
5 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBrazil ranks second worldwide in total number of COVID-19 cases and deaths. Understanding the possible socioeconomic and ethnic health inequities is particularly important given the diverse population and fragile political and economic situation. We aimed to characterise the COVID-19 pandemic in Brazil and assess variations in mortality according to region, ethnicity, comorbidities, and symptoms.
methodsWe conducted a cross-sectional observational study of COVID-19 hospital mortality using data from the SIVEP-Gripe (Sistema de Informação de Vigilância Epidemiológica da Gripe) dataset to characterise the COVID-19 pandemic in Brazil. In the study, we included hospitalised patients who had a positive RT-PCR test for severe acute respiratory syndrome coronavirus 2 and who had ethnicity information in the dataset. Ethnicity of participants was classified according to the five categories used by the Brazilian Institute of Geography and Statistics: Branco (White), Preto (Black), Amarelo (East Asian), Indígeno (Indigenous), or Pardo (mixed ethnicity). We assessed regional variations in patients with COVID-19 admitted to hospital by state and by two socioeconomically grouped regions (north and central-south). We used mixed-effects Cox regression survival analysis to estimate the effects of ethnicity and comorbidity at an individual level in the context of regional variation.
findingsOf 99 557 patients in the SIVEP-Gripe dataset, we included 11 321 patients in our study. 9278 (82·0%) of these patients were from the central-south region, and 2043 (18·0%) were from the north region. Compared with White Brazilians, Pardo and Black Brazilians with COVID-19 who were admitted to hospital had significantly higher risk of mortality (hazard ratio [HR] 1·45, 95% CI 1·33-1·58 for Pardo Brazilians; 1·32, 1·15-1·52 for Black Brazilians). Pardo ethnicity was the second most important risk factor (after age) for death. Comorbidities were more common in Brazilians admitted to hospital in the north region than in the central-south, with similar proportions between the various ethnic groups. States in the north had higher HRs compared with those of the central-south, except for Rio de Janeiro, which had a much higher HR than that of the other central-south states.
interpretationWe found evidence of two distinct but associated effects: increased mortality in the north region (regional effect) and in the Pardo and Black populations (ethnicity effect). We speculate that the regional effect is driven by increasing comorbidity burden in regions with lower levels of socioeconomic development. The ethnicity effect might be related to differences in susceptibility to COVID-19 and access to health care (including intensive care) across ethnicities. Our analysis supports an urgent effort on the part of Brazilian authorities to consider how the national response to COVID-19 can better protect Pardo and Black Brazilians, as well as the population of poorer states, from their higher risk of dying of COVID-19.
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