Related Experiment Video
Updated: May 31, 2025

03:13
Technical Refinement of a Bilateral Renal Ischemia-Reperfusion Mouse Model for Acute Kidney Injury Research
Published on: November 3, 2023
2.1K
Classifying Race in Out-of-Hospital Cardiac Arrest and Potential Disparities: A Retrospective Cohort Study
Jenny Shin1, Jennifer Liu1, Megin Parayil1
1Division of Emergency Medical Services, Public Health - Seattle & King County, WA (J.S., J.L., M.P., C.D., J.B., S.G., P.K., T.R.).
Circulation. Cardiovascular Quality and Outcomes
|January 23, 2025
Summary
Race misclassification in out-of-hospital cardiac arrest (OHCA) impacts survival analysis. Comprehensive race data reveals survival disparities not seen with emergency medical services (EMS) race data.
Area of Science:
- Emergency Medicine
- Public Health
- Health Disparities
Background:
- Racial disparities in resuscitation outcomes are documented.
- Limited understanding exists regarding potential bias in race classification for out-of-hospital cardiac arrest (OHCA).
Purpose of the Study:
- To assess agreement and missingness patterns in race classification between emergency medical services (EMS) and comprehensive records for OHCA patients.
- To analyze the association between race and OHCA survival using different race classification sources.
Main Methods:
- Retrospective cohort study of adult OHCA patients in King County, WA (2018-2021).
- Comparison of EMS-assessed race with comprehensive race data from hospital and death records.
- Multivariable logistic regression adjusted for Utstein data elements to analyze survival associations.
Main Results:
- EMS lacked race data for 43.7% of patients, with higher missingness in non-White racial groups.
- Agreement between EMS and comprehensive race classification was substantial (κ=0.88) but lowest for American Indian/Alaska Native individuals.
- Comprehensive race data revealed significantly lower OHCA survival odds for Native Hawaiian/other Pacific Islander and multiracial individuals compared to White individuals, an association not found using EMS-classified race.
Conclusions:
- Race misclassification and missingness in OHCA data significantly influence survival associations.
- There is a need for improved, comprehensive race classification practices in emergency medical services to accurately assess survival outcomes.
Related Concept Videos
Stereotypes, Prejudice, and Discrimination
89.9K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
89.9K
Disturbances in Heart Rhythm
889
Arrhythmia or dysrhythmia refers to an abnormal heart rhythm caused by a defect in the heart's conduction system. It can cause the heart to beat irregularly, too quickly, or too slowly, leading to symptoms like chest pain, shortness of breath, and fainting. Factors such as stress, caffeine, alcohol, nicotine, cocaine, certain drugs, congenital defects, diseases, and electrolyte abnormalities can trigger arrhythmias.
Arrhythmias are categorized by their speed, rhythm, and origin. A slow...
Arrhythmias are categorized by their speed, rhythm, and origin. A slow...
889

