Alternative diff-in-diffs estimators with several pretreatment periods

Citation
Mora, Ricardo et Reggio, Iliana, Alternative diff-in-diffs estimators with several pretreatment periods, Econometric reviews , 38(5), 2019, pp. 465-486
Journal title
ISSN journal
07474938
Volume
38
Issue
5
Year of publication
2019
Pages
465 - 486
Database
ACNP
SICI code
Abstract
This paper deals with the identification of treatment effects using difference-in-differences estimators when several pretreatment periods are available. We define a family of identifying nonnested assumptions that lead to alternative difference-in-differences estimators. We show that the most usual difference-in-differences estimators imply equivalence conditions for the identifying nonnested assumptions. We further propose a model that can be used to test multiple equivalence conditions without imposing any of them. We conduct a Monte Carlo analysis and apply our approach to several recent papers to show its practical relevance.