Dear Akanksha,
I know this is an older post but I was hoping you could provide an insight into what you did as this is very similar to an analysis I am running where I am looking to run a staggered DiD on the impact of uber (as a treatment) on individual incomes but the treatment happened at state level in different years between 2009 and 2016( For example state 1 in 2011, state 2 in 2015 etc). Some states did not get treated at all.
You mentioned having 2 types of models in staggered DiD, a static and dynamic:
1) Yist = α + βTst + sXi + as + θt + εist,
i – individual, s – state, t – year
Tst – Whether state s had the treatment by year t
Xi - vector with individual characteristics
2) Yist = α +ƩTt=1 βt Years_of_Treatmentt + as + θt + εist,
i – individual, s – state, t – year
Years_of_Treatmentt – Represents a dummy for t years of treatment
T is the maximum no of years any state has been treated
I would like to run the same for my analysis and have a few questions:
a) What command in stata did you use to run these regressions?
b) Did you control for state and year level effects? If so, how? did you enter state and year data for each individual?
Thanks and regards,
Aayush Bakshi
I know this is an older post but I was hoping you could provide an insight into what you did as this is very similar to an analysis I am running where I am looking to run a staggered DiD on the impact of uber (as a treatment) on individual incomes but the treatment happened at state level in different years between 2009 and 2016( For example state 1 in 2011, state 2 in 2015 etc). Some states did not get treated at all.
You mentioned having 2 types of models in staggered DiD, a static and dynamic:
1) Yist = α + βTst + sXi + as + θt + εist,
i – individual, s – state, t – year
Tst – Whether state s had the treatment by year t
Xi - vector with individual characteristics
2) Yist = α +ƩTt=1 βt Years_of_Treatmentt + as + θt + εist,
i – individual, s – state, t – year
Years_of_Treatmentt – Represents a dummy for t years of treatment
T is the maximum no of years any state has been treated
I would like to run the same for my analysis and have a few questions:
a) What command in stata did you use to run these regressions?
b) Did you control for state and year level effects? If so, how? did you enter state and year data for each individual?
Thanks and regards,
Aayush Bakshi
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