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NFHs-5, table 11.17 problems [message #24823]

Sat, 16 July 2022 06:23

Lincoln
Messages: 31
Registered: July 2022

Member

HI,

I am new to R environment and trying to replicate the table 11.17 in NFHS-5 country report.
I have two problems
1. The outputs are not matching with the table result.
2. The calculation to generate the variable

I am not sure where I am making the mistakes using PR file: IAPR7AFL.dta

Attachment: DHS.html
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Re: NFHs-5, table 11.17 problems [message #24849 is a reply to message #24823]

Wed, 20 July 2022 16:35

Janet-DHS
Messages: 880
Registered: April 2022

Senior Member

Following is a response from DHS Research & Data Analysis Director, Tom Pullum:

Because the units of analysis are households, I looked for the relevant variables in the HR file. They are survey-specific variables sh73 and sh74*. You can get the table (except for recoding the states into groups) with the following commands

use hv005 hv024 sh73 sh74* using "....IAHR7AFL.DTA", clear

tab1 sh73 sh74*
label list SH73

gen not_public=0
replace not_public=100 if sh73>=30

local letters a b c d e x
foreach ll of local letters {
gen sh74`ll'_100=sh74`ll'*100
}

tabstat not_public sh74*_100 [fweight=hv005], statistics(mean) by(hv024) format(%6.1f)

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Re: NFHs-5, table 11.17 problems [message #24856 is a reply to message #24849]

Thu, 21 July 2022 08:54

Lincoln
Messages: 31
Registered: July 2022

Member

Thanks a lot for the kind response.

The responses are in STATA code! Will it be possible to send the corresponding R codes.

Regards
Lincoln

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Re: NFHs-5, table 11.17 problems [message #24866 is a reply to message #24849]

Thu, 21 July 2022 17:28

Lincoln
Messages: 31
Registered: July 2022

Member

Great help.

Please find attached the updated file. Though the results are almost same but are not exactly the same.

Not sure , what is the problem? I have used both survey and svyr packages.

Regards
Lincoln

Attachment: DHS.Rmd
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Re: NFHs-5, table 11.17 problems [message #24909 is a reply to message #24866]

Mon, 01 August 2022 12:26

Janet-DHS
Messages: 880
Registered: April 2022

Senior Member

Following is a response from DHS Research & Data Analysis Director, Tom Pullum:

The main difference I see is that Table 11.17 omits a column for "other" reasons, given by sh74x. Perhaps the other differences are related to how that column was handled. Otherwise the differences in percentages are very small. This is a non-standard table and we cannot put more effort into trying to get an exact match.

The only necessary adjustment for the survey design is the use of weights. Adjustments for clustering and stratification do not affect point estimates.

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Re: NFHs-5, table 11.17 problems [message #24916 is a reply to message #24909]

Tue, 02 August 2022 13:00

Lincoln
Messages: 31
Registered: July 2022

Member

Thanks a lot

Regards

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