Using causal diagrams to assess parallel trends in difference-in-differences studies

Audrey Renson, Oliver Dukes, Zach Shahn

Difference-in-differences (DID) is popular because it can allow for unmeasured confounding when the key assumption of parallel trends holds. However, there exists little guidance o…