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Re: Weighting district-level data [message #8791 is a reply to message #8779] Fri, 18 December 2015 14:43 Go to previous messageGo to previous message
amira.elshal.1@city.ac.uk is currently offline  amira.elshal.1@city.ac.uk
Messages: 52
Registered: April 2013
Senior Member
1) When I try to re-calculate the district-by-survey-round indicators again using the weights, I get the same results for each district (as in the unweighted case). I think this is probably due to the way I create/calculate the district-level indicator (below):

collapse (sum) women_using_modern_methods (count) women_interviewed, by(District)
gen %women_currently_using_modern_methods=(sum_of_women_using_mo dern_methods/count_of_women_interviewed)*100

Note: I denote women_using_modern_methods by 1 before calculating the district-level indicator.

When I use the weights as you have kindly suggested (below), the district-level indicators are the same as in the unweighted case:

gen myweight=v005/1000000
collapse (sum) women_using_modern_methods (count) women_interviewed [pweight=myweight], by(District)
gen %women_currently_using_modern_methods=(sum_of_women_using_mo dern_methods/count_of_women_interviewed)*100

I do NOT simply create the district-level indicators as means of observations of individuals in these districts.

2) You made this point quite clear. Thank you.

3) I fail to do the clustering when I run the diff-in-diff regression below:

diff district_indicator, t (treated) p (t), cluster(District)

Stata 12 gives me the return code 198 of invalid syntax. Shall the 'District' variable (or whichever variable I use to cluster) be written down in a particular way?

4) The PSU is not the district in my case. I spatially join the displaced cluster locations of women to the GIS polygon data of Egypt's district boundaries. i.e. I allocate each woman to the relevant district.
 
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