A mechanistic approach to modeling omnidirectional motorcyclist injury risk

These findings highlight the importance of incorporating biomechanical factors and refined speed metrics into motorcyclist injury risk models. The proposed <i>Effective Collision Speed</i> demonstrated strong predictive capability, offering a more comprehensive approach for assessing injury potential across varied crash configurations.