Key factors influencing tram-involved serious crashes were identified.
A binary logistic regression modelling approach was adopted.
Tram floor height, tram age and season are significant crash fatality factors.
Traffic volume, travel speed and tram lane priority are other significant factors.
Results will help to develop countermeasures to prevent fatal crashes.