What’s trending in difference-in-differences? A synthesis of the recent econometrics literature

How Much Should We Trust Differences-In-Differences Estimates?

Esther Duflo, Sendhil Mullainathan · The Quarterly Journal of Economics · 2004 · 10.6K citations · Full text

Public Health, Economics, Causal Inference +16

Estimating causal effects of treatments in randomized and nonrandomized studies.

Donald B. Rubin · Journal of Educational Psychology · 1974 · 9.5K citations · Full text

Public Health, Behavioral Sciences, Psychology +13

Difference-in-differences with variation in treatment timing

Andrew Goodman-Bacon · Journal of Econometrics · 2021 · 7.1K citations

Public Health, Biostatistics, Experimental Design +6

Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme

James J. Heckman, Hidehiko Ichimura, Petra Todd · The Review of Economic Studies · 1997 · 5.5K citations

Social Sciences, Economics, Econometrics +15

Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program

Alberto Abadie, Alexis Diamond, Jens Hainmueller · Journal of the American Statistical Association · 2010 · 5.4K citations · Full text

Public Health, Health Policy, Public Policy +13