Using Multiple Pre-treatment Periods to Improve Difference-in-Differences and Staggered Adoption Design

Naoki Egami, Soichiro Yamauchi

While a difference-in-differences (DID) design was originally developed with one pre- and one post-treatment period, data from additional pre-treatment periods are often available.…