Related Experiment Video
Updated: Jan 10, 2026

Constructing and Visualizing Models using Mime-based Machine-learning Framework
Published on: July 22, 2025
Racial and Ethnic Inequalities Among Survivors of Critical Illness in the MIMIC-IV Database
Hiam Naiditch1,2, Victor B Talisa2,3, Jared W Magnani4
1Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Abstract:
BackgroundRacial and ethnic disparities in healthcare outcomes are well-documented, but less is known about how these disparities manifest among survivors of critical illness. We examined whether Black and Hispanic ICU survivors experience different rates of 90-day and 1-year mortality and hospital readmission compared to White survivors, and whether these associations vary by age or Medicaid insurance status.MethodsWe conducted a retrospective cohort study using the Medical Information Mart for Intensive Care-IV (MIMIC-IV) database. Primary outcomes were 90-day and 1-year mortality; secondary outcomes included 90-day and 1-year hospital readmissions. We used Cox proportional hazards, Accelerated Failure Time (AFT), and Fine-Gray competing risk models, adjusting for age, sex, and Medicaid status. Prespecified subgroup analyses were performed among patients aged ≥60 and those admitted to surgical ICUs.ResultsAmong 46 640 ICU survivors (mean age 63.2 years; 55.6% male; 11.8% Black; 4.6% Hispanic), Black patients had lower survival at 90 days (absolute difference (AD): -0.85% (95% CI: -1.47%, -0.23%) and 1 year (AD: -1.42% (-2.46%, -0.40%) compared to White patients. Hispanic patients had higher survival (90-day AD: 1.33% (0.39%, 2.31%); 1-year AD: 2.31% (0.67%, 4.03%). Differences were more pronounced among patients ≥60 years. Black (1-year SDHR: 1.29 (1.23, 1.34)) and Hispanic patients (SDHR: 1.22 (1.14, 1.30)) had higher readmission rates. Medicaid coverage was more common among Black (aOR: 2.26 (2.10, 2.43)) and Hispanic patients (aOR: 4.23 (3.82, 4.68)). Adjustment for Medicaid was associated with smaller survival differences between Black and White patients, with limited effect on other estimates.ConclusionsIn this cohort, Black ICU survivors had lower long-term survival, and both Black and Hispanic patients had higher readmission rates compared to White patients. Differences were more pronounced among older adults. Variation in Medicaid coverage may contribute to observed disparities and warrants further investigation.
Related Concept Videos
Bias in Epidemiological Studies
Comparing the Survival Analysis of Two or More Groups
Cancer Survival Analysis
Kaplan-Meier Approach
Factors Affecting Illness
For instance, risk factors are connected to illness,...

