The problem with propensity score matching when using difference-in-difference
Difference-in-differences attempts to measure causal effects using changes in outcomes across different groups. One of the key assumptions of differences-in-differences specification are that pre-period trends are similar across these groups. But what happens if these pre-period trends do appear? Can the use of propensity score matching solve the problem. According to a paper by Daw…