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Female and Combined Male-Female Injury Risk Functions for the Anterior Pelvis Under Frontal Lap Belt Loading
Connor Hanggi1, Joon Seok Kong2, James Caldwell2
1Center for Applied Biomechanics, University of Virginia, 4040 Lewis and Clark Drive, Charlottesville, VA, 22911, USA. zwk8nj@virginia.edu.
Annals of Biomedical Engineering
|July 10, 2025
Summary
This study determined female iliac wing fracture tolerance from lap belt loading, finding age significantly impacts injury risk. This research is crucial for developing new injury criteria for all occupants.
Area of Science:
- Biomechanics
- Orthopedic research
- Automotive safety engineering
Background:
- Iliac wing fractures from lap belt loading are documented in labs and real-world scenarios.
- Advancements in automotive design, including automated driving systems (ADS), may increase seatbelt reliance and alter injury patterns.
- Existing injury criteria for lap belt loading focus on male iliac wing fractures, lacking female-specific data.
Purpose of the Study:
- To determine the fracture tolerance of female iliac wings under lap belt loading.
- To compare female fracture tolerance with existing male data.
- To develop injury risk functions for female iliac wing fractures.
Main Methods:
- Tested 20 isolated female iliac wings in a standardized lap belt loading environment.
- Collected fracture force data, including exact failures and right-censored observations.
- Integrated male and female data to analyze sex-based differences and developed injury risk functions using Weibull survival models.
Main Results:
- Female iliac wing fracture tolerance varied widely, ranging from 1134 N to 8759 N, with an average of 4240 N.
- Fourteen out of twenty tested female specimens sustained fractures.
- Age was identified as a statistically significant covariate that improved the predictive performance of the injury risk models.
Conclusions:
- Established initial fracture tolerance data for female iliac wings under lap belt loading.
- Demonstrated the potential influence of age on pelvic injury risk from lap belt loading.
- Highlighted the need for sex-specific injury criteria in automotive safety research.

