I visited JSM for the first time this year to present our work on generalizations of the Average Treatment Effect on the Treated to longitudinal settings as part of the invited session “Advanced Strategies for Longitudinal Causal Inference and Treatment Switching”. A preprint is available on ArXiv: Longitudinal Generalizations of the Average Treatment Effect on the Treated for Multi-valued and Continuous Treatments.