This report presents a study led by Joseph Antonelli at the University of Florida. Antonelli and colleagues describe several new approaches to support causal inference, focusing on exposure to multiple pollutants, addressing bias resulting from confounding, and enhancing exposure assessment by incorporating people’s mobility patterns.