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Oaxaca decomposition and stratification. [message #15364]

Fri, 06 July 2018 08:50

Mayank_Ag
Messages: 22
Registered: May 2018
Location: Hyderabad

Member

Hello all,

I am using DHS 15-16 for India. I am doing an Oaxaca-Blinder decomposition for my research project. I wanted to know is it necessary to take into account stratification and clustering while doing such a decomposition. If yes, how to do it. I noticed that the Decompose and Oaxaca commands in Stata do not have a svy option.

Thanks in advance!!

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Re: Oaxaca decomposition and stratification. [message #15937 is a reply to message #15364]

Mon, 08 October 2018 12:47

Bridgette-DHS
Messages: 3230
Registered: February 2013

Senior Member

Please see the following response from Senior DHS Stata Specialist, Tom Pullum and Senior DHS Sampling Specialist, Mahmoud Elkasabi:

We apologize for the delay with this response to your July 6 email. You may have found an answer elsewhere. You could enter "help mvdcmp" in Stata. That will give you a link to a package written by Daniel Powers and colleagues. That package (you can also get to it with "help oaxaca") may be friendlier than oaxaca. If a an estimation procedure does not accept svy, it may accept weights and may accept the cluster() option, so you are only missing the stratum specification. Our standard recommendation would be to use the features in the current version of a procedure, and not decide against the procedure just because you cannot do a full svyset. We used mvdcmp a few years ago in a further analysis of neonatal mortality in Rwanda and you may want to look at that report (https://www.dhsprogram.com/pubs/pdf/FA88/FA88.pdf).

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