Traumatic Brain Injury in Vulnerable Road Users: Analysis of German In-Depth Crash Data to Inform Targeted Prevention
Journal article, 2026

Road traffic crashes are a major cause of traumatic brain injury (TBI), particularly among vulnerable road users (VRUs). However, current injury prevention strategies often overlook the heterogeneity of TBI-which include various injury types and severities-leading to an oversimplified approach to evaluating helmets and safety systems in regulations and ratings. To identify priority TBI types and severities in VRUs and to inform targeted prevention strategies, the German In-Depth Accident Study database was analyzed and a pathoanatomic classification system, i.e., Abbreviated Injury Scale, was employed. AIS 2 (moderate) TBIs account for 70-80% of all brain injuries across VRU groups, nearly half of which are concussions. For helmeted cyclists, milder TBIs are at a greater percentage than for unhelmeted cyclists. These findings highlight the need for expanding prevention efforts to include AIS 2+ injuries. Key injury types observed include concussion (with and without loss of consciousness), skull base fracture, subdural hemorrhage, contusion and laceration. New mechanism-specific injury criteria may be needed to address these injuries. The strong similarity in injury type ranking among different road users (the Kendall's tau values ranged from 0.90 to 0.93) suggests similar needs for injury prevention. A new brain injury assessment criterion may serve all road user types.

Traumatic brain injury

brain injury criteria

road traffic crashes

injury prevention

vulnerable road users

helmet

Author

Shiyang Meng

Royal Institute of Technology (KTH)

Autoliv AB

Ron Schindler

Autoliv AB

S. Kleiven

Royal Institute of Technology (KTH)

Nils Lübbe

Autoliv AB

Chalmers, Mechanics and Maritime Sciences (M2), Vehicle Safety

Stapp car crash journal

1532-8546 (ISSN)

Vol. 70 1 42-53

Subject Categories (SSIF 2025)

Public Health, Global Health and Social Medicine

Vehicle and Aerospace Engineering

Neurology

DOI

10.4271/2026-22-0003

PubMed

42234827

More information

Latest update

7/29/2026