Hi,
I am running an interrupted time series analysis to assess the impact of a policy on medicine consumption. I have data for 5 countries & ~100 medicines for 24 time periods (~500 panels). All medicines/countries are impacted by the policy at the same time.
To use Ariel Linden's itsa command (ssc install itsa), am I correct in my understanding that the multiple groups options cannot be used in this situation? Ie, it can only be used to separate treated and non-treated panels?
If I were to use itsa, would I first have to aggregate the data over all countries/medicines for each time point?
If this is correct, it seems that I might lose valuable data/observations & I should perhaps use xtreg (or a similar panel regression method), with fixed effects for the countries and medicines, and include a policy variable (=1 from the year of policy implementation).
Thank you for any assistance.
Related Posts with Is it possible to use itsa for interrupted time series with multiple panels all affected by a policy?
Identification of Treatment and Control GroupRespected members, I am trying to employ DID as a means of analysis. In my dataset of 287 firms bet…
Generate var using sequential variables namesHi everyone, p1_1 p1_2 p1_3 p2_1 p2_2 p2_3 p3_1 p3_2 p3_3 1 1 1 2 2 2 3 3 3 1 1 1 2 2 2 3 3 3 1 1 …
Split string variableDear Experts, I want to split the string variable. Please advice. The issue is: I have the respons…
Removing NA Across varI have data in string as shown below data1 data2 NA NA NA NA NA NA NA 8415739 NA 10024002 N 1205788…
Generate sum of variables with sequential variables namesHi everyone, I have a data with these sequential variable names. p1_1_1_1 p1_1_1_2 p1_1_1_3 p1_1…
Subscribe to:
Post Comments (Atom)
0 Response to Is it possible to use itsa for interrupted time series with multiple panels all affected by a policy?
Post a Comment