The treatment is in 2003. I want to estimate the impact of this treatment differed by race.
The estimation result from the usual test for parallel trend assumption (shown below) says the coefficient was negative already before the treatment. I(YYYY) is the usual year dummy.
"White" still had some impact before the shock. It's non-zero, although it's constant over time.
Can I say this result satisfies the parallel trend assumption? Even if #2 and #3 are typical DID results that pass the parallel trend assumption, #1 invalidates the parallel trend assumption?
Or perhaps, am I just estimating a different thing than typical DID?
The estimation result from the usual test for parallel trend assumption (shown below) says the coefficient was negative already before the treatment. I(YYYY) is the usual year dummy.
Code:
Variable Coef p-value I(2000)*White -0.1 0.000 I(2001)*White -0.1 0.000 I(2002)*White -0.1 0.000 I(2003)*White -0.2 0.000 I(2004)*White -0.3 0.000 I(2005)*White -0.4 0.000
"White" still had some impact before the shock. It's non-zero, although it's constant over time.
Can I say this result satisfies the parallel trend assumption? Even if #2 and #3 are typical DID results that pass the parallel trend assumption, #1 invalidates the parallel trend assumption?
Or perhaps, am I just estimating a different thing than typical DID?
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