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      Race and ethnicity in the COVID-19 Critical Care Consortium: demographics, treatments, and outcomes, an international observational registry study

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          Abstract

          Background

          Improving access to healthcare for ethnic minorities is a public health priority in many countries, yet little is known about how to incorporate information on race, ethnicity, and related social determinants of health into large international studies. Most studies of differences in treatments and outcomes of COVID-19 associated with race and ethnicity are from single cities or countries.

          Methods

          We present the breadth of race and ethnicity reported for patients in the COVID-19 Critical Care Consortium, an international observational cohort study from 380 sites across 32 countries. Patients from the United States, Australia, and South Africa were the focus of an analysis of treatments and in-hospital mortality stratified by race and ethnicity. Inclusion criteria were admission to intensive care for acute COVID-19 between January 14th, 2020, and February 15, 2022. Measurements included demographics, comorbidities, disease severity scores, treatments for organ failure, and in-hospital mortality.

          Results

          Seven thousand three hundred ninety-four adults met the inclusion criteria. There was a wide variety of race and ethnicity designations. In the US, American Indian or Alaska Natives frequently received dialysis and mechanical ventilation and had the highest mortality. In Australia, organ failure scores were highest for Aboriginal/First Nations persons. The South Africa cohort ethnicities were predominantly Black African (50%) and Coloured* (28%). All patients in the South Africa cohort required mechanical ventilation. Mortality was highest for South Africa (68%), lowest for Australia (15%), and 30% in the US.

          Conclusions

          Disease severity was higher for Indigenous ethnicity groups in the US and Australia than for other ethnicities. Race and ethnicity groups with longstanding healthcare disparities were found to have high acuity from COVID-19 and high mortality. Because there is no global system of race and ethnicity classification, researchers designing case report forms for international studies should consider including related information, such as socioeconomic status or migration background.

          * Note: “Coloured” is an official, contemporary government census category of South Africa and is a term of self-identification of race and ethnicity of many citizens of South Africa.

          Supplementary Information

          The online version contains supplementary material available at 10.1186/s12939-023-02051-w.

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          Most cited references32

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          Estimation of failure probabilities in the presence of competing risks: new representations of old estimators.

          A topic that has received attention in both the statistical and medical literature is the estimation of the probability of failure for endpoints that are subject to competing risks. Despite this, it is not uncommon to see the complement of the Kaplan-Meier estimate used in this setting and interpreted as the probability of failure. If one desires an estimate that can be interpreted in this way, however, the cumulative incidence estimate is the appropriate tool to use in such situations. We believe the more commonly seen representations of the Kaplan-Meier estimate and the cumulative incidence estimate do not lend themselves to easy explanation and understanding of this interpretation. We present, therefore, a representation of each estimate in a manner not ordinarily seen, each representation utilizing the concept of censored observations being 'redistributed to the right.' We feel these allow a more intuitive understanding of each estimate and therefore an appreciation of why the Kaplan-Meier method is inappropriate for estimation purposes in the presence of competing risks, while the cumulative incidence estimate is appropriate.
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            The Disproportionate Impact of COVID-19 on Racial and Ethnic Minorities in the United States

            Abstract The COVID-19 pandemic has disproportionately affected racial and ethnic minority groups, with high rates of death in African American, Native American, and LatinX communities. While the mechanisms of these disparities are being investigated, they can be conceived as arising from biomedical factors as well as social determinants of health. Minority groups are disproportionately affected by chronic medical conditions and lower access to healthcare that may portend worse COVID-19 outcomes. Furthermore, minority communities are more likely to experience living and working conditions that predispose them to worse outcomes. Underpinning these disparities are long-standing structural and societal factors that the COVID-19 pandemic has exposed. Clinicians can partner with patients and communities to reduce the short-term impact of COVID-19 disparities while advocating for structural change.
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              • Article: not found

              Racial and Ethnic Disparities in COVID-19–Related Infections, Hospitalizations, and Deaths

              Data suggest that impacts of COVID-19 differ among U.S. racial/ethnic groups. This systematic review evaluates racial/ethnic disparities in SARS-CoV-2 infection rates and COVID-19 outcomes, factors contributing to disparities, and interventions to reduce them.
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                Author and article information

                Contributors
                Matthew.griffee@hsc.utah.edu
                Journal
                Int J Equity Health
                Int J Equity Health
                International Journal for Equity in Health
                BioMed Central (London )
                1475-9276
                12 December 2023
                12 December 2023
                2023
                : 22
                : 260
                Affiliations
                [1 ]Department of Anesthesiology, University of Utah School of Medicine, ( https://ror.org/03r0ha626) 30 N Mario Capecchi Drive, HELIX Tower 5N100, Salt Lake City, UT 84112 USA
                [2 ]Department of Anaesthesia and Perioperative Medicine, Division of Critical Care, University of Cape Town, ( https://ror.org/03p74gp79) Cape Town, South Africa
                [3 ]Critical Care Research Group, The Prince Charles Hospital, ( https://ror.org/02cetwy62) Chermside, Australia
                [4 ]Faculty of Medicine, University of Queensland, ( https://ror.org/00rqy9422) Brisbane, QLD Australia
                [5 ]Department of Anesthesiology, University Hospital Zurich, ( https://ror.org/01462r250) Zürich, Switzerland
                [6 ]Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology, ( https://ror.org/03pnv4752) Brisbane, QLD Australia
                [7 ]GRID grid.517823.a, ISNI 0000 0000 9963 9576, St Andrew’s War Memorial Hospital, UnitingCare, ; Spring Hill, QLD Australia
                [8 ]GRID grid.431722.1, ISNI 0000 0004 0596 6402, Wesley Medical Research Foundation, ; Auchenflower, QLD Australia
                [9 ]Wesley Hospital, ( https://ror.org/018kd1e03) Spring Hill, Auchenflower, QLD Australia
                [10 ]GRID grid.1024.7, ISNI 0000000089150953, Queensland University of Technology, ; Brisbane, Australia
                [11 ]Departments of Neurology, Surgery, Anesthesia and Critical Care Medicine, Johns Hopkins Hospital, ( https://ror.org/05cb1k848) Baltimore, MD USA
                [12 ]COVID-19 Critical Care Consortium, Principal Investigator, John Fraser, ECMOCARD@health.qld.gov.au, covid-critical.com, Critical Care Research Group, The Prince Charles Hospital, Metro North Hospital and Health Service, ( https://ror.org/02cetwy62) Clinical Sciences Building, Chermside, QLD 4032 Australia
                Article
                2051
                10.1186/s12939-023-02051-w
                10717789
                38087346
                09c94a4e-d212-4aef-a02d-980ac514b3be
                © The Author(s) 2023

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 18 August 2023
                : 5 November 2023
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100000865, Bill and Melinda Gates Foundation;
                Award ID: INV-034765
                Award Recipient :
                Funded by: BITRECS fellowship; European Union Horizon 2020 research and innovation program; Marie Sklodowska-Curie grant
                Award ID: 754550
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100010434, 'la Caixa' Foundation;
                Award ID: 100010434
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/100000050, National Heart, Lung, and Blood Institute;
                Award ID: 1K23HL157610
                Award Recipient :
                Categories
                Research
                Custom metadata
                © BioMed Central Ltd., part of Springer Nature 2023

                Health & Social care
                covid-19,respiratory distress syndrome,healthcare disparities,american indians or alaska natives,race,ethnicity,structural racism

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