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preserve
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local namestr `" "\it{A. Sample Frame}" "'
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di `"`namestr'"'
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la var digestiveproblemsintake "Digestive Problems"
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la var poorappetiteintake "Poor Appetite"
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la var genderpatient "Male (Patient)"
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la var breathingintake "Difficulty Breathing"
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la var readwrite_fluent_french "Literate (in French)"
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la var gender "Male"
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la var islamicschool "Islamic School"
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la var ltmiddleschool "Primary School"
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la var middleschool "Middle School"
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la var ethnic_bambara "Bambara"
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la var took_meds_before "Meds Before Visit"
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la var thinks_malaria "Suspects Malaria"
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la var roomshousehold "Rooms in Home"
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la var members14oryounger_H "HH Members Under 15"
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la var members15orolder_H "HH Members 15 or Older"
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la var membersjob_H "HH Members Working"
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la var totalincome_H "Total HH Income"
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la var mosquitonets_H "Number Mosquito Nets"
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la var rent_value_H "Rental Value of Home"
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la var symptomsscreening_4 "Poor Appetite"
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la var symptomsscreening_7 "Weakness/Fatigue"
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la var agepatient "Age"
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la var age "Age"
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la var total_hh_members_H "Household Size"
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la var pred_mal_pos "Predicted Malaria Risk"
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la var in_home_survey "In Home Survey"
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la var has_valid_rdt_H "Took Home-Based RDT"
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la var genderpatient "Male"
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la var speak_french "Speaks French"
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la var prischoolorless "Primary School or Less"
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foreach var in total_hh_members_H HH_frac_14 HH_frac_job income_percap_H rent_value_H HH_frac_nets {
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local lbz: variable label `var'
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|
local lbz "`lbz'$^+$"
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la var `var' "`lbz'"
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|
}
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foreach var in $varlist0 $varlist1 $varlist2 {
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local repx ""
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if "`var'"!="nobs" & "`var'"!="bobs" local repx "replace `var'=. if dropme==1"
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|
|
`repx'
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|
}
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local v0= wordcount("$varlist0")
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|
local v1= wordcount("$varlist1")
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|
local v2= wordcount("$varlist2")
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local totrow= 2*(`v0'+`v1'+`v2')+3
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|
matrix table_randomization=J(`totrow',8,.)
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|
matrix se= J(`totrow',1,.)
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local part1 "\multicolumn{7}{l}{\it{A. Sample Frame (Clinic $\times$ Day-Level Observations)}}"
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loc f = 2
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foreach var in $varlist0 {
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local lbz: variable label `var'
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local namestr " `namestr' "`lbz'" "\thinspace" "
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local q= `f'+1
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local part`f' "\enspace `lbz' &"
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|
local part`q' "\thinspace &"
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reg `var' patient_voucher doctor_voucher $date, clu($cluvar)
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|
local coeff_patient_voucher: display %19.3f _b[patient_voucher]
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|
|
local coeff_doctor_voucher: display %19.3f _b[doctor_voucher]
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|
|
local se_patient_voucher: display %19.3f _se[patient_voucher]
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|
|
local se_doctor_voucher: display %19.3f _se[doctor_voucher]
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|
matrix table_randomization[`f',2] =`coeff_patient_voucher'
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|
matrix table_randomization[`f',3] =`coeff_doctor_voucher'
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|
matrix table_randomization[`f'+1,2] =`se_patient_voucher'
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|
matrix table_randomization[`f'+1,3] =`se_doctor_voucher'
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|
|
matrix se[`f'+1,1]=1
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|
|
|
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|
|
test patient_voucher==doctor_voucher
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|
|
local p_value1: display %7.3f `r(p)'
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|
|
matrix table_randomization[`f',4] =`p_value1'
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|
|
test patient_voucher==doctor_voucher==0
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|
|
local p_value2: display %7.3f `r(p)'
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|
|
matrix table_randomization[`f',5] =`p_value2'
|
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|
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|
|
matrix table_randomization[`f',6] =e(N)
|
|
|
|
|
|
|
|
|
sum `var' if doctor_voucher+patient_voucher==0 & e(sample)
|
|
|
local control_mean: display %19.3f r(mean)
|
|
|
local control_sd: display %19.3f r(sd)
|
|
|
|
|
|
matrix table_randomization[`f',1] =`control_mean'
|
|
|
matrix table_randomization[`f'+1,1] =`control_sd'
|
|
|
|
|
|
|
|
|
loc f = `f' + 2
|
|
|
|
|
|
}
|
|
|
|
|
|
local sustring ""
|
|
|
local sutest1 ""
|
|
|
local sutest2 ""
|
|
|
|
|
|
local part`f' "\multicolumn{7}{l}{\it{B. Patient Characteristics (Individual-Level Observations)}}"
|
|
|
|
|
|
local f = `f'+1
|
|
|
|
|
|
local namestr " `namestr' "\it{B. Patient Characteristics}" "
|
|
|
|
|
|
foreach var in $varlist1 {
|
|
|
|
|
|
|
|
|
local lbz: variable label `var'
|
|
|
local namestr " `namestr' "`lbz'" "\thinspace" "
|
|
|
|
|
|
local q= `f'+1
|
|
|
local part`f' "\enspace `lbz' &"
|
|
|
local part`q' "\thinspace &"
|
|
|
|
|
|
|
|
|
reg `var' patient_voucher doctor_voucher $date
|
|
|
est store E`var'
|
|
|
local sustring "`sustring' E`var'"
|
|
|
local sutest2 "`sutest2' [E`var'_mean]patient_voucher=[E`var'_mean]doctor_voucher="
|
|
|
local sutest1 "`sutest1' [E`var'_mean]patient_voucher=[E`var'_mean]doctor_voucher="
|
|
|
reg `var' patient_voucher doctor_voucher $date, clu($cluvar)
|
|
|
local coeff_patient_voucher: display %19.3f _b[patient_voucher]
|
|
|
local coeff_doctor_voucher: display %19.3f _b[doctor_voucher]
|
|
|
local se_patient_voucher: display %19.3f _se[patient_voucher]
|
|
|
local se_doctor_voucher: display %19.3f _se[doctor_voucher]
|
|
|
|
|
|
matrix table_randomization[`f',2] =`coeff_patient_voucher'
|
|
|
matrix table_randomization[`f',3] =`coeff_doctor_voucher'
|
|
|
|
|
|
matrix table_randomization[`f'+1,2] =`se_patient_voucher'
|
|
|
matrix table_randomization[`f'+1,3] =`se_doctor_voucher'
|
|
|
|
|
|
matrix se[`f'+1,1]=1
|
|
|
|
|
|
|
|
|
test patient_voucher==doctor_voucher
|
|
|
local p_value1: display %7.3f `r(p)'
|
|
|
matrix table_randomization[`f',4] =`p_value1'
|
|
|
|
|
|
|
|
|
test patient_voucher==doctor_voucher==0
|
|
|
local p_value2: display %7.3f `r(p)'
|
|
|
matrix table_randomization[`f',5] =`p_value2'
|
|
|
|
|
|
|
|
|
matrix table_randomization[`f',6] =e(N)
|
|
|
|
|
|
|
|
|
sum `var' if doctor_voucher+patient_voucher==0 & e(sample)
|
|
|
local control_mean: display %19.3f r(mean)
|
|
|
local control_sd: display %19.3f r(sd)
|
|
|
|
|
|
matrix table_randomization[`f',1] =`control_mean'
|
|
|
matrix table_randomization[`f'+1,1] =`control_sd'
|
|
|
|
|
|
|
|
|
loc f = `f' + 2
|
|
|
|
|
|
}
|
|
|
|
|
|
mat li table_randomization
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
local part`f' "\multicolumn{7}{l}{\it{C. Respondent and Household Characteristics (Individual-Level Observations)}}"
|
|
|
|
|
|
local f = `f'+1
|
|
|
|
|
|
local namestr " `namestr' "\it{C. Respondent Characteristics}" "
|
|
|
|
|
|
foreach var in $varlist2 {
|
|
|
|
|
|
|
|
|
local lbz: variable label `var'
|
|
|
local namestr " `namestr' "`lbz'" "\thinspace" "
|
|
|
|
|
|
local q= `f'+1
|
|
|
local part`f' "\enspace `lbz' &"
|
|
|
local part`q' "\thinspace &"
|
|
|
|
|
|
|
|
|
reg `var' patient_voucher doctor_voucher $date
|
|
|
est store E`var'
|
|
|
local sustring "`sustring' E`var'"
|
|
|
local sutest2 "`sutest2' [E`var'_mean]patient_voucher=[E`var'_mean]doctor_voucher="
|
|
|
local sutest1 "`sutest1' [E`var'_mean]patient_voucher=[E`var'_mean]doctor_voucher="
|
|
|
reg `var' patient_voucher doctor_voucher $date, clu($cluvar)
|
|
|
local coeff_patient_voucher: display %19.3f _b[patient_voucher]
|
|
|
local coeff_doctor_voucher: display %19.3f _b[doctor_voucher]
|
|
|
local se_patient_voucher: display %19.3f _se[patient_voucher]
|
|
|
local se_doctor_voucher: display %19.3f _se[doctor_voucher]
|
|
|
|
|
|
matrix table_randomization[`f',2] =`coeff_patient_voucher'
|
|
|
matrix table_randomization[`f',3] =`coeff_doctor_voucher'
|
|
|
|
|
|
matrix table_randomization[`f'+1,2] =`se_patient_voucher'
|
|
|
matrix table_randomization[`f'+1,3] =`se_doctor_voucher'
|
|
|
|
|
|
matrix se[`f'+1,1]=1
|
|
|
|
|
|
|
|
|
test patient_voucher==doctor_voucher
|
|
|
local p_value1: display %7.3f `r(p)'
|
|
|
matrix table_randomization[`f',4] =`p_value1'
|
|
|
|
|
|
|
|
|
test patient_voucher==doctor_voucher==0
|
|
|
local p_value2: display %7.3f `r(p)'
|
|
|
matrix table_randomization[`f',5] =`p_value2'
|
|
|
|
|
|
|
|
|
matrix table_randomization[`f',6] =e(N)
|
|
|
|
|
|
|
|
|
sum `var' if doctor_voucher+patient_voucher==0 & e(sample)
|
|
|
local control_mean: display %19.3f r(mean)
|
|
|
local control_sd: display %19.3f r(sd)
|
|
|
|
|
|
matrix table_randomization[`f',1] =`control_mean'
|
|
|
matrix table_randomization[`f'+1,1] =`control_sd'
|
|
|
|
|
|
|
|
|
loc f = `f' + 2
|
|
|
|
|
|
}
|
|
|
|
|
|
local sutest1 "`sutest1' [Egender_mean]patient_voucher"
|
|
|
local sutest2 "`sutest2' 0"
|
|
|
|
|
|
local df= e(df_r)
|
|
|
|
|
|
mat li table_randomization
|
|
|
matrix rownames table_randomization= `namestr'
|
|
|
|
|
|
local bc = rowsof(table_randomization)
|
|
|
|
|
|
matrix stars = J(`bc',6,0)
|
|
|
|
|
|
local end0= `v0'*2
|
|
|
local start1= `end0'+3
|
|
|
local end1= `start1' + `v1'*2
|
|
|
local start2= `end1'+3
|
|
|
local end2= `totrow'-1
|
|
|
|
|
|
forvalues i=4(1)5{
|
|
|
|
|
|
forvalues k = 2(2)`end0' {
|
|
|
|
|
|
if table_randomization[`k',`i']<=.01{
|
|
|
local star "1"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.01 & table_randomization[`k',`i']<=.05{
|
|
|
local star "2"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.05 & table_randomization[`k',`i']<=.10{
|
|
|
local star "3"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.10{
|
|
|
local star "0"
|
|
|
}
|
|
|
di
|
|
|
matrix stars[`k',`i'] = `star'
|
|
|
}
|
|
|
|
|
|
forvalues k = `start1'(2)`end1' {
|
|
|
|
|
|
if table_randomization[`k',`i']<=.01{
|
|
|
local star "1"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.01 & table_randomization[`k',`i']<=.05{
|
|
|
local star "2"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.05 & table_randomization[`k',`i']<=.10{
|
|
|
local star "3"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.10 {
|
|
|
local star "0"
|
|
|
}
|
|
|
di
|
|
|
matrix stars[`k',`i'] = `star'
|
|
|
}
|
|
|
|
|
|
forvalues k = `start2'(2)`end2' {
|
|
|
|
|
|
if table_randomization[`k',`i']<=.01{
|
|
|
local star "1"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.01 & table_randomization[`k',`i']<=.05{
|
|
|
local star "2"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.05 & table_randomization[`k',`i']<=.10{
|
|
|
local star "3"
|
|
|
}
|
|
|
if table_randomization[`k',`i']>.10 {
|
|
|
local star "0"
|
|
|
}
|
|
|
di
|
|
|
matrix stars[`k',`i'] = `star'
|
|
|
}
|
|
|
}
|
|
|
|
|
|
|
|
|
local cv10= abs(invt(`df',.05))
|
|
|
local cv5= abs(invt(`df',.025))
|
|
|
local cv1= abs(invt(`df',.005))
|
|
|
|
|
|
forvalues i=2(1)3{
|
|
|
|
|
|
forvalues k = 2(2)`end0' {
|
|
|
|
|
|
local ttest=abs(table_randomization[`k',`i']/table_randomization[`k'+1,`i'])
|
|
|
if `ttest'<`cv10' {
|
|
|
local star "0"
|
|
|
}
|
|
|
if `ttest'>=`cv10' & `ttest'<`cv5' {
|
|
|
local star "3"
|
|
|
}
|
|
|
if `ttest'>=`cv5' & `ttest'<`cv1' {
|
|
|
local star "2"
|
|
|
}
|
|
|
if `ttest'>=`cv1' & `ttest'!=. {
|
|
|
local star "1"
|
|
|
}
|
|
|
di
|
|
|
matrix stars[`k',`i'] = `star'
|
|
|
}
|
|
|
|
|
|
forvalues k = `start1'(2)`end1' {
|
|
|
|
|
|
local ttest=abs(table_randomization[`k',`i']/table_randomization[`k'+1,`i'])
|
|
|
if `ttest'<`cv10' {
|
|
|
local star "0"
|
|
|
}
|
|
|
if `ttest'>=`cv10' & `ttest'<`cv5' {
|
|
|
local star "3"
|
|
|
}
|
|
|
if `ttest'>=`cv5' & `ttest'<`cv1' {
|
|
|
local star "2"
|
|
|
}
|
|
|
if `ttest'>=`cv1' & `ttest'!=. {
|
|
|
local star "1"
|
|
|
}
|
|
|
di
|
|
|
matrix stars[`k',`i'] = `star'
|
|
|
|
|
|
}
|
|
|
forvalues k = `start2'(2)`end2' {
|
|
|
|
|
|
local ttest=abs(table_randomization[`k',`i']/table_randomization[`k'+1,`i'])
|
|
|
if `ttest'<`cv10' {
|
|
|
local star "0"
|
|
|
}
|
|
|
if `ttest'>=`cv10' & `ttest'<`cv5' {
|
|
|
local star "3"
|
|
|
}
|
|
|
if `ttest'>=`cv5' & `ttest'<`cv1' {
|
|
|
local star "2"
|
|
|
}
|
|
|
if `ttest'>=`cv1' {
|
|
|
local star "1"
|
|
|
}
|
|
|
di
|
|
|
matrix stars[`k',`i'] = `star'
|
|
|
|
|
|
}
|
|
|
|
|
|
}
|
|
|
|
|
|
drop _all
|
|
|
svmat table_randomization
|
|
|
svmat stars
|
|
|
svmat se
|
|
|
g t0=""
|
|
|
forval i=1/`totrow' {
|
|
|
di "`part`i''"
|
|
|
replace t0= "`part`i''" if _n==`i'
|
|
|
}
|
|
|
|
|
|
forval var=1/5 {
|
|
|
tostring table_randomization`var', format("%9.3f") replace force
|
|
|
replace table_randomization`var'="" if table_randomization`var'=="."
|
|
|
replace table_randomization`var'="0"+table_randomization`var' if substr(table_randomization`var',1,1)=="."
|
|
|
|
|
|
replace table_randomization`var'= table_randomization`var'+"\sym{*}" if stars`var'==3
|
|
|
replace table_randomization`var'= table_randomization`var'+"\sym{**}" if stars`var'==2
|
|
|
replace table_randomization`var'= table_randomization`var'+"\sym{***}" if stars`var'==1
|
|
|
|
|
|
}
|
|
|
tostring table_randomization6, format("%9.0f") replace force
|
|
|
|
|
|
replace table_randomization1= "["+table_randomization1+"]" if se1==1
|
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|
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forval i=2/3 {
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replace table_randomization`i'="("+table_randomization`i'+")" if se1==1
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}
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forval i=1/5 {
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replace table_randomization`i'= table_randomization`i'+"&" if substr(t0,1,7)!="\multic"
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}
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replace table_randomization6= "" if table_randomization6=="." & se1==1
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replace table_randomization6= table_randomization6+"\\" if table_randomization6!="" | substr(t0,1,7)=="\multic"
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replace table_randomization6= table_randomization6+"& \\" if table_randomization6==""
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set obs `=_N+2'
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g index= _n
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replace index=0 if _n==_N-1
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sort index
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order t0 table_randomization1-table_randomization8
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keep t0-table_randomization8
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list, clean
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#delimit ;
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local fn "$footnote0_alt $^+$ indicates that variable was recorded in the home survey only. Variables measured in CFA and duration of illness top-coded at the 99th percentile. CFA610 $\approx$ USD1. $footnote1";
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local text0 "\begin{table}[h!] \begin{adjustbox}{max width=.8\textwidth} \begin{threeparttable} \caption{Demographic Characteristics and Randomization Verification} \label{balance} {
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\begin{tabular}{l*{7}{c}} \hline\hline & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)} & \multicolumn{1}{c}{(4)} & \multicolumn{1}{c}{(5)} & \multicolumn{1}{c}{(6)} \\
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& & \multicolumn{2}{c}{Regression Coefficients} & \multicolumn{2}{c}{P-Values} & \\
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\cmidrule(lr){3-4} \cmidrule(lr){5-6} &
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\multicolumn{1}{c}{\shortstack{Control\\Mean}} & \multicolumn{1}{c}{\shortstack{Patient\\Voucher}} & \multicolumn{1}{c}{\shortstack{Doctor\\ Voucher}} &
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\multicolumn{1}{c}{\shortstack{Joint Test\\ PV=DV}} & \multicolumn{1}{c}{\shortstack{Joint Test \\ PV=DV=0}} & \multicolumn{1}{c}{N} \\ \hline";
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local textlast "\hline \end{tabular} } \begin{tablenotes}[flushleft] \small
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\item `fn'
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\end{tablenotes} \end{threeparttable} \end{adjustbox} \end{table}";
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#delimit cr
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replace t0="`text0'" if _n==1
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replace t0="`textlast'" if _n==_N
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outfile t0-table_randomization6 using "$tables/2_balance.tex", noquote replace wide
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list
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restore
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