Related Experiment Video
Updated: May 11, 2026

A Modified Trier Social Stress Test for Vulnerable Mexican American Adolescents
Published on: July 10, 2017
Off-Road Vehicle Trauma in Southern California: Association With the Social Vulnerability Index
Ryan Kenney1, Kennedy Magner1, Katienne Yau1
1Department of Surgery, Loma Linda University Health, Loma Linda, CA, USA.
Abstract:
BackgroundOff-road vehicles' (ORVs) inherently unstable design lends to higher injury rates compared to motorcycles. California has ranked among the top five states for ORV-related injuries and deaths for the past decade. Because ORVs are frequently used in rural areas with greater social vulnerability, concerns exist that injuries disproportionately affect disadvantaged populations. This study evaluates whether ORV injury rates and severity are associated with the Centers for Disease Control and Prevention's Social Vulnerability Index (SVI) in Southern California.MethodsWe performed a retrospective cohort study of 574 adult ORV trauma patients treated at a single level 1 trauma center between 2019 and 2024. Home ZIP codes determined patient classification into Low (0-0.249), Low-Medium (0.25-0.49), Medium-High (0.5-0.749), and High (0.75-1) SVI groups. The Injury Severity Score (ISS), Glasgow Coma Scale (GCS), and Abbreviated Injury Scale (AIS) assessed injury severity.ResultsThe cohort was predominantly male (88%) with a median age of 32 years (IQR 21.25). 388 (67%) patients reported helmet use. Extremity injuries were the most common (upper: 66% and lower: 52%), followed by thoracic injuries (42.3%). Most patients resided in High SVI ZIP codes (54.3%), with 25.5% in Medium-High, 15.1% in Low-Medium, and 5.1% in Low SVI areas (P < .001). Injury severity did not differ across SVI categories based on ISS, GCS, or AIS.ConclusionOff-road vehicle-related injuries disproportionately affect highly vulnerable communities, despite similar injury severity across all SVI categories in Southern California. This highlights the need for targeted injury-prevention programs and provides a foundation for future investigations into SVI and ORV-related morbidity.
Related Concept Videos
Post-traumatic Stress Disorder
Symptoms and Behavioral Manifestations
A spectrum of distressing symptoms characterizes PTSD. Recurrent flashbacks, where individuals involuntarily relive traumatic events, are a...
Traumatic Brain Injury l: Introduction
Relative Risk
Impact of Social Context on Individuals
Applications of GIS: Disaster Management and Emergency Response
Traumatic Memory

