Causal inference in transportation safety studies: Comparison of potential outcomes and causal diagrams

Vishesh Karwa, Aleksandra B. Slavković, Eric T. Donnell

The research questions that motivate transportation safety studies are causal in nature. Safety researchers typically use observational data to answer such questions, but often wit…