Related Experiment Video
Updated: Jun 17, 2025

Technical Refinement of a Bilateral Renal Ischemia-Reperfusion Mouse Model for Acute Kidney Injury Research
Published on: November 3, 2023
Justice-Involved Status and In-Hospital Mortality Among Nonelderly Adults During the COVID-19 Pandemic, 2021
Byron S Kennedy1, Robert P Richeson1, Amy J Houde1
1Connecticut Department of Correction, Health Services Unit, Wethersfield, Connecticut.
Objective:
The purpose of this research is to examine the role of justice-involved status on in-hospital mortality among nonelderly adults during the second year of the COVID-19 pandemic.
Methods:
This retrospective cohort study used data from the 2021 State Inpatient Databases for 20 US states, which included discharges from general acute care hospitals among adults aged 18-64 years hospitalized for at least 24 hours. The main outcome was all-cause in-hospital mortality and the primary comparison was justice-involved status. We used logistic regression to estimate the odds ratios and 95% confidence intervals (CIs), with adjustment for sociodemographic factors, Elixhauser comorbidities, COVID-19 diagnosis, admission acuity, other clinical features, metropolitan area, and seasonality. We randomly split the data into a 50% training and 50% validation set. With the latter, we evaluated the performance of our final model.
Results:
The study population included 4,712,441 discharges (1.1% justice-involved; mean [SD] age 47.5 [12.8] years; 47.0% women; 63.6% White, 21.8% Black, 11.8% Hispanic, 1.8% Asian/Pacific Islander, and 1.0% American Indian/Alaska Native). Among these, 102,735 in-hospital deaths (2.2%) occurred. In the multivariate analysis, in-hospital mortality was about 40% less likely among justice-involved patients (odds ratios 0.6, 95% CI 0.5-0.7, P value <0.01). The final validated model showed excellent discrimination (area under the curve for the receiver operator characteristic 0.953, 95% CI 0.952-0.954) and good calibration (Brier score 0.014, calibration belt P value .186).
Conclusions:
In this cohort study, justice-involved status was independently associated with lower in-hospital mortality. Future studies should examine preadmission and postdischarge outcomes.
More Related Videos
06:55Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
05:41Left Anterior Descending Coronary Artery Ligation for Ischemia-Reperfusion Research: Model Improvement via Technical Modifications and Quality Control
Published on: December 16, 2022
Related Concept Videos
Standards of Care II
Pneumonia III: Complications and Assessment
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Standards of Care I
Healthcare Associated Infections I: Iatrogenic, Exogenic and Endogenic
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies.