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01_combine_dataset.do
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/*%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
PURPOSE: WC - NCA Lashio Project
AUTHOR: Nicholus
CREATED: 02 Dec 2019
MODIFIED:
THINGS TO DO:
//%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%*/
//%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
** PREPARE DATASET TO COMBINE AT ONE **
// Main respondent dataset //
use "$dta/nca_laishio_v3.dta", clear
gen key = _index
order key, before(_index)
drop _index
save "$dta/respondent.dta",replace
clear
// hh members dataset //
use "$dta/consent_hh_grp_grp_hh.dta", clear
gen key = _parent_index
order key, before(_parent_index)
gen hh_mem_key = _parent_index + "_" + test
order hh_mem_key, after(key)
drop _index _parent_index
save "$dta/hh_roster", replace
clear
// child health dataset //
use "$dta/consent_child_vc_rep.dta", replace
gen key = _parent_index
order key, before(_parent_index)
gen hh_mem_key = _parent_index + "_" + child_id_health
order hh_mem_key, after(key)
drop _index _parent_index
save "$dta/child_health", replace
clear
// child iycf //
use "$dta/consent_grp_q2_5_to_q2_7.dta", clear
gen key = _parent_index
order key, before(_parent_index)
gen hh_mem_key = _parent_index + "_" + child_id_iycf
order hh_mem_key, after(key)
drop _index _parent_index
save "$dta/child_iycf", replace
clear
// child anthro //
use "$dta/consent_childanthro_rep.dta", clear
gen key = _parent_index
order key, before(_parent_index)
gen hh_mem_key = _parent_index + "_" + child_id_nut
order hh_mem_key, after(key)
drop _index _parent_index
save "$dta/child_anthro", replace
clear
// mother health
use "$dta/consent_ancpast_rep.dta", clear
gen key = _parent_index
order key, before(_parent_index)
gen hh_mem_key = _parent_index + "_" + women_id_pregpast
order hh_mem_key, after(key)
drop _index _parent_index
save "$dta/mom_health", replace
clear
********************************************************************************
********************************************************************************
** PREPARE TO COMBINE AS ONE CHILD DATASET **
use "$cdta/respondent_cleanded.dta",clear
tostring key, replace
merge 1:m key using "$dta/hh_roster"
keep if _merge == 3
drop _merge
order hh_mem_key test, after(key)
merge 1:m hh_mem_key using "$dta/child_health"
keep if _merge == 3
drop _merge
order hh_mem_key test child_id_health, after(key)
merge 1:1 hh_mem_key using "$dta/child_iycf"
drop _merge
order hh_mem_key test child_id_health child_id_iycf, after(key)
merge 1:1 hh_mem_key using "$dta/child_anthro"
drop _merge
order hh_mem_key test child_id_health child_id_iycf child_id_nut, after(key)
save "$dta/child_dataset_combined.dta", replace
clear
** PREPARE TO COMBINE AS ONE MOTHER DATASET **
use "$cdta/respondent_cleanded.dta",clear
tostring key, replace
merge 1:m key using "$dta/hh_roster"
keep if _merge == 3
drop _merge
order hh_mem_key test, after(key)
merge 1:m hh_mem_key using "$dta/mom_health"
keep if _merge == 3
drop _merge
order hh_mem_key test, after(key)
save "$dta/mom_dataset_combined.dta", replace
clear