* Wealth index calculation. Genevieve Dupuis, 04/04/2019. Uganda MIS 2018-19.
*cd 'C:\ug72\wealth'.
cd "C:\Users\21180.ICFI\OneDrive - ICF\Projects\Analysis\Wealth Index Construction\UGMIS2018 - v2\wealth".
include file='wealth_assets.sps'.
missing values QH113N (99.9).
execute.
set tvars=both.

* Macro definitions to perform some recoding automatically.
* Note: Do not use an asterisk in front of a macro name to try to comment it out - it will run any way because of the way the macros are expanded.
* Delete the line instead or change the spelling of the macro in the comment.
* Do not use the names of macros in comments - they will also be expanded too, and likely will fail.

*{Create binary variables based on condition and give label }.
define dichotomize( !positional !enclose('(',')') / !positional !tokens(1) / !positional !tokens(1) )
compute !2=0.
if (!1) !2=1.
variable labels !2 !3.
value labels !2 0 'No' 1 'Yes'.
formats !2 (f1.0).
!enddefine.

*(Separate shared toilets from non-shared toilets).
define shared_fac( !positional !tokens(1) / !positional !tokens(1) / !positional !tokens(1) ).
compute !2 = 0.
do if (QH106=1).
+ if (!1=1) !2 = 1.
+ compute !1 = 0.
end if.
variable labels !2 !3.
value labels !2 0 'No' 1 'Yes'.
formats !2 (f1.0).
!enddefine.

*{Reset missing values to 'does not have', change 2 code to 0}.
define no2zero( !positional !tokens(1) )
if (missing(!1) | !1<>1) !1=0.
value labels !1 0 'No' 1 'Yes'.
!enddefine.

*{Construct Variables}.

* Source of drinking water.
dichotomize (QH101=11) QH101_11 "Source of drinking water: Piped into dwelling".
dichotomize (QH101=12) QH101_12 "Source of drinking water: Piped to yard/plot".
dichotomize (QH101=13) QH101_13 "Source of drinking water: Piped to neighbor".
dichotomize (QH101=14) QH101_14 "Source of drinking water: Public tap/standpipe".
dichotomize (QH101=21) QH101_21 "Source of drinking water: Tube well or borehole".
dichotomize (QH101=31) QH101_31 "Source of drinking water: Protected well".
dichotomize (QH101=32) QH101_32 "Source of drinking water: Unprotected well".
dichotomize (QH101=41) QH101_41 "Source of drinking water: Protected spring".
dichotomize (QH101=42) QH101_42 "Source of drinking water: Unprotected spring".
dichotomize (QH101=51) QH101_51 "Source of drinking water: Rainwater".
dichotomize (QH101=61) QH101_61 "Source of drinking water: Tanker truck".
dichotomize (QH101=71) QH101_71 "Source of drinking water: Bicycle with jerrycans".
dichotomize (QH101=81) QH101_81 "Source of drinking water: Surface water (river/dam/lake/pond/stream/canal/irrigation channel)".
dichotomize (QH101=91) QH101_91 "Source of drinking water: Bottled water".
dichotomize (QH101=92) QH101_92 "Source of drinking water: Sachet water".
dichotomize (QH101=96) QH101_96 "Source of drinking water: Other".


* Type of toilet facility.
*combined bucket (2 cases) with hanging.
dichotomize (QH105=11) QH105_11 "Type of toilet facility: Flush to piped sewer system".
dichotomize (QH105=12) QH105_12 "Type of toilet facility: Flush to septic tank".
dichotomize (QH105=13) QH105_13 "Type of toilet facility: Flush to pit latrine".
dichotomize (QH105=14 or QH105=15) QH105_14 "Type of toilet facility: Flush to somewhere else/don't know where".
*ichotomize (QH105=15) QH105_15 "Type of toilet facility: Flush, don't know where".
dichotomize (QH105=21) QH105_21 "Type of toilet facility: Ventilated improved pit latrine".
dichotomize (QH105=22) QH105_22 "Type of toilet facility: Pit latrine with slab".
dichotomize (QH105=23) QH105_23 "Type of toilet facility: Pit latrine without slab/open pit".
dichotomize (QH105=31) QH105_31 "Type of toilet facility: Composting toilet".
*ichotomize (QH105=41) QH105_41 "Type of toilet facility: Bucket toilet".
dichotomize (QH105=51 or QH105 = 41) QH105_51 "Type of toilet facility: Hanging toilet/hanging latrine/bucket toilet".
dichotomize (QH105=61) QH105_61 "Type of toilet facility: No facility/bush/field".
dichotomize (QH105=96) QH105_96 "Type of toilet facility: Other".

shared_fac QH105_11 QH105_11_sh "Type of toilet facility: Flush to piped sewer system - shared".
shared_fac QH105_12 QH105_12_sh "Type of toilet facility: Flush to septic tank - shared".
shared_fac QH105_13 QH105_13_sh "Type of toilet facility: Flush to pit latrine - shared".
shared_fac QH105_14 QH105_14_sh "Type of toilet facility: Flush to somewhere else/don't know where - shared".
*hared_fac QH105_15 QH105_15_sh "Type of toilet facility: Flush, don't know where - shared".
shared_fac QH105_21 QH105_21_sh "Type of toilet facility: Ventilated improved pit latrine - shared".
shared_fac QH105_22 QH105_22_sh "Type of toilet facility: Pit latrine with slab - shared".
shared_fac QH105_23 QH105_23_sh "Type of toilet facility: Pit latrine without slab/open pit - shared".
shared_fac QH105_31 QH105_31_sh "Type of toilet facility: Composting toilet - shared".
*hared_fac QH105_41 QH105_41_sh "Type of toilet facility: Bucket toilet - shared".
shared_fac QH105_51 QH105_51_sh "Type of toilet facility: Hanging toilet/hanging latrine/bucket - shared".
shared_fac QH105_96 QH105_96_sh "Type of toilet facility: Other - shared".


* Type of cooking fuel.
*other only has 1 case but... it's other.
dichotomize (QH108=1) QH108_1 "Type of cooking fuel: Electricity".
dichotomize (QH108=2) QH108_2 "Type of cooking fuel: LPG/cylinder gas".
dichotomize (QH108=4) QH108_4 "Type of cooking fuel: Biogas".
dichotomize (QH108=5) QH108_5 "Type of cooking fuel: Kerosene".
dichotomize (QH108=7) QH108_7 "Type of cooking fuel: Charcoal".
dichotomize (QH108=8) QH108_8 "Type of cooking fuel: Wood".
dichotomize (QH108=9) QH108_9 "Type of cooking fuel: Straw/shrubs/grass".
dichotomize (QH108=10) QH108_10 "Type of cooking fuel: Agricultural crop residue".
dichotomize (QH108=11) QH108_11 "Type of cooking fuel: Animal dung".
dichotomize (QH108=95) QH108_95 "Type of cooking fuel: No food cooked in household".
dichotomize (QH108=96) QH108_96 "Type of cooking fuel: Other".


* Local cattle.
if (missing(QH111A) | QH110 <> 1) QH111A=0.
missing values QH111A (99).
compute QH111A_1 = (QH111A >= 1 & QH111A <= 4).
compute QH111A_2 = (QH111A >= 5 & QH111A <= 9).
compute QH111A_3 = (QH111A >= 10 & QH111A <= 98).
variable labels QH111A_1 'Local cattle: 1-4' /QH111A_2 'Local cattle: 5-9' /QH111A_3 'Local cattle: 10+'.


* Exotic/cross-breed cattle.
if (missing(QH111B) | QH110 <> 1) QH111B=0.
missing values QH111B (99).
compute QH111B_1 = (QH111B >= 1 & QH111B <= 4).
compute QH111B_2 = (QH111B >= 5 & QH111B <= 9).
compute QH111B_3 = (QH111B >= 10 & QH111B <= 98).
variable labels QH111B_1 'Exotic/cross-breed cattle: 1-4' /QH111B_2 'Exotic/cross-breed cattle: 5-9' /QH111B_3 'Exotic/cross-breed cattle: 10+'.


* Horses/donkeys/mules.
* ~140 households with any (130 of which have 2), so switching to some/none.
if (missing(QH111C) | QH110 <> 1) QH111C=0.
missing values QH111C (99).
compute QH111C_1 = (QH111C >= 1 & QH111C <= 98).
variable labels QH111C_1 'Horses/donkeys/mules: some (1+)'.


* Goats.
if (missing(QH111D) | QH110 <> 1) QH111D=0.
missing values QH111D (99).
compute QH111D_1 = (QH111D >= 1 & QH111D <= 4).
compute QH111D_2 = (QH111D >= 5 & QH111D <= 9).
compute QH111D_3 = (QH111D >= 10 & QH111D <= 98).
variable labels QH111D_1 'Goats: 1-4' /QH111D_2 'Goats: 5-9' /QH111D_3 'Goats: 10+'.


* Sheep.
if (missing(QH111E) | QH110 <> 1) QH111E=0.
missing values QH111E (99).
compute QH111E_1 = (QH111E >= 1 & QH111E <= 4).
compute QH111E_2 = (QH111E >= 5 & QH111E <= 9).
compute QH111E_3 = (QH111E >= 10 & QH111E <= 98).
variable labels QH111E_1 'Sheep: 1-4' /QH111E_2 'Sheep: 5-9' /QH111E_3 'Sheep: 10+'.


* Chickens or other poultry.
if (missing(QH111F) | QH110 <> 1) QH111F=0.
missing values QH111F (99).
compute QH111F_1 = (QH111F >= 1 & QH111F <= 9).
compute QH111F_2 = (QH111F >= 10 & QH111F <= 29).
compute QH111F_3 = (QH111F >= 30 & QH111F <= 98).
variable labels QH111F_1 'Chickens or other poultry: 1-9' /QH111F_2 'Chickens or other poultry: 10-29' /QH111F_3 'Chickens or other poultry: 30+'.


* Pigs.
* Distribution fits large animal better.
if (missing(QH111G) | QH110 <> 1) QH111G=0.
missing values QH111G (99).
compute QH111G_1 = (QH111G >= 1 & QH111G <= 4).
compute QH111G_2 = (QH111G >= 5 & QH111G <= 9).
compute QH111G_3 = (QH111G >= 10 & QH111G <= 98).
variable labels QH111G_1 'Pigs: 1-4' /QH111G_2 'Pigs: 5-9' /QH111G_3 'Pigs: 10+'.


* Number of units for agricultural land.
compute landarea = 0.
if (QH113U = 1) landarea = QH113N.       /* hectare */
if (QH113U = 2) landarea = QH113N*0.404686  . /* Acre     =   .404686 hectares*/
if (QH113U = 3) landarea = QH113N*0.0015808 . /* poles = .0015808 hectares (16x16 poles = 1 acre) */
if (QH113U = 9 and QH113N = 99.5) landarea = 950.
if (QH113U >= 8) landarea = 0.
if (missing(QH113N) | QH113N >= 99.8) landarea=999999.
if (missing(QH112 ) | QH112 <> 1) landarea=0.
missing values landarea (999999).
* Electricity.
no2zero QH114A.
* Radio.
no2zero QH114B.
* Television.
no2zero QH114C.
* Telephone (non-mobile).
no2zero QH114D.
* Computer.
no2zero QH114E.
* Refrigerator.
no2zero QH114F.
* Cassette/CD/DVD player.
no2zero QH114G.
* Table.
no2zero QH114H.
* Chair.
no2zero QH114I.
* Sofa set.
no2zero QH114J.
* Bed.
no2zero QH114K.
* Cupboard.
no2zero QH114L.
* Clock.
no2zero QH114M.
* Watch.
no2zero QH115A.
* Mobile telephone.
no2zero QH115B.
* Bicycle.
no2zero QH115C.
* Motorcycle or scooter.
no2zero QH115D.
* Animal-drawn cart.
no2zero QH115E.
* Car or Truck.
no2zero QH115F.
* Boat with a motor.
no2zero QH115G.
* Boat without a motor.
no2zero QH115H.
* Bank account.
no2zero QH116.

* Main floor material.
*combined palm/bamboo (1 case) into wood planks.
dichotomize (QH131=11) QH131_11 "Main floor material: Earth/sand".
dichotomize (QH131=12) QH131_12 "Main floor material: Dung".
dichotomize (QH131=21 or QH131=22) QH131_21 "Main floor material: Wood planks/palm/bamboo".
*ichotomize (QH131=22) QH131_22 "Main floor material: Palm/bamboo".
*ichotomize (QH131=31) QH131_31 "Main floor material: Parquet or polished wood".
dichotomize (QH131=32) QH131_32 "Main floor material: Concrete".
dichotomize (QH131=33) QH131_33 "Main floor material: Ceramic tiles".
dichotomize (QH131=34) QH131_34 "Main floor material: Cement".
dichotomize (QH131=35) QH131_35 "Main floor material: Carpet".
dichotomize (QH131=36) QH131_36 "Main floor material: Stones".
dichotomize (QH131=37) QH131_37 "Main floor material: Bricks".
dichotomize (QH131=96 or QH131=31) QH131_96 "Main floor material: Other/Parquet or polished wood".


* Main roof material.
*combined cardboard (1 case) into wood planks.
*combined roofing shingles (2 cases) into tiles.
dichotomize (QH132=11) QH132_11 "Main roof material: No roof".
dichotomize (QH132=12) QH132_12 "Main roof material: Thatch/palm leaf".
dichotomize (QH132=13) QH132_13 "Main roof material: Mud".
dichotomize (QH132=21) QH132_21 "Main roof material: Rustic mat".
dichotomize (QH132=22) QH132_22 "Main roof material: Tins".
dichotomize (QH132=23 or QH132=24) QH132_23 "Main roof material: Wood planks/cardboard".
*ichotomize (QH132=24) QH132_24 "Main roof material: Cardboard".
dichotomize (QH132=25) QH132_25 "Main roof material: Tarpaulin".
dichotomize (QH132=31) QH132_31 "Main roof material: Iron sheets".
dichotomize (QH132=32) QH132_32 "Main roof material: Wood".
dichotomize (QH132=33) QH132_33 "Main roof material: Asbestos".
dichotomize (QH132=34 or QH132=36) QH132_34 "Main roof material: Tiles/roofing shingles".
dichotomize (QH132=35) QH132_35 "Main roof material: Concrete".
*ichotomize (QH132=36) QH132_36 "Main roof material: Roofing shingles".
dichotomize (QH132=96) QH132_96 "Main roof material: Other".


* Main wall material.
*combined plywood (3 cases) with reused wood (5 cases).
dichotomize (QH133=11) QH133_11 "Main wall material: No walls".
dichotomize (QH133=12) QH133_12 "Main wall material: Thatched/straw".
dichotomize (QH133=13) QH133_13 "Main wall material: Dirt".
dichotomize (QH133=21) QH133_21 "Main wall material: Poles with mud".
dichotomize (QH133=22) QH133_22 "Main wall material: Stone with mud".
dichotomize (QH133=23) QH133_23 "Main wall material: Unburnt bricks with mud".
dichotomize (QH133=24 or QH133=26) QH133_24 "Main wall material: Plywood/reused wood".
dichotomize (QH133=25) QH133_25 "Main wall material: Cardboard".
*ichotomize (QH133=26) QH133_26 "Main wall material: Reused wood".
dichotomize (QH133=27) QH133_27 "Main wall material: Unburnt bricks with plaster".
dichotomize (QH133=28) QH133_28 "Main wall material: Burnt bricks with mud".
dichotomize (QH133=31) QH133_31 "Main wall material: Cement".
dichotomize (QH133=32) QH133_32 "Main wall material: Stone with lime/cement".
dichotomize (QH133=33) QH133_33 "Main wall material: Burnt bricks with cement".
dichotomize (QH133=34) QH133_34 "Main wall material: Cement blocks".
dichotomize (QH133=35) QH133_35 "Main wall material: Unburnt bricks with cement".
dichotomize (QH133=36) QH133_36 "Main wall material: Wood planks/shingles".
dichotomize (QH133=96) QH133_96 "Main wall material: Other".

*{Members per sleeping room}.
if (hhusual=0) hhusual=hhslept.
if (QH109>0) memsleep=trunc(hhusual/QH109).
if (QH109=0) memsleep=hhusual.
if (missing(QH109) or QH109>=99 or memsleep>=98) memsleep=99.
variable labels memsleep 'Number of members per sleeping room'.
value labels memsleep 0 'Less than 1 per room'.
formats memsleep (f2.0).
missing values memsleep (99).

* Compute urban and rural variables coded (1/0) for filters later.
*Adding a category for refugee settlements, which weren't coded as urban/rural.
compute urban=(QHTYPE = 1).
compute rural=(QHTYPE = 2).
compute refugee=(QHTYPE=3).
variable labels urban 'Urban' / rural 'Rural' / refugee 'Refugee'.
value labels urban 1 'Urban' / rural 1 'Rural' / refugee 1 'Refugee'.
formats urban rural refugee (f1.0).

execute.

* Check on indicator variable creation. DROPPED.
*frequencies variables=QHTYPE to domestic.

* Toilet facility by shared/not shared.
crosstabs /tables=QH105 by QH106.

* Land area by units - if there are separate units - need to convert them to one unit.
*crosstabs /tables=QH113N by QH113U.

*DROPPED domestic, house, QH111C_2, QH111C_3, QH105_41, QH105_41_sh, QH108_11, QH131_22, QH132_22, QH132_24, QH132_36, QH133_26.
*DROPPED (2) QH105_15, QH131_31.
frequencies variables=
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 QH108_96
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35 QH132_96
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_25 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
.

* Turn off weights before all factor analysis.
weight off.

* Name the dataset window for the HH data for use later.
dataset name assets.

save outfile='assets.sav'.

*** Test Factor Analysis.
filter off.
execute.

*DROPPED domestic, house, QH111C_2, QH111C_3, QH105_41, QH105_41_sh, QH108_11, QH131_22, QH132_22, QH132_24, QH132_36, QH133_26.
*DROPPED (2) QH105_15, QH108_96, QH131_31, QH132_96.
factor /variables
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_25 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
  /missing meansub
  /analysis
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_21 QH105_22 QH105_23 QH105_31  QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_25 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
  /print univariate initial extraction fscore
  /criteria factors(1) iterate(25)
  /extraction pc
  /rotation norotate
  /method=correlation.

*** Common Factor analysis ***.
** Removed area-specific variables **.
** Agricultural animal variables excluded
** Land area excluded
** Any others ?.

*** Common Factor Analysis.
filter off.
execute.


*DROPPED domestic, house, QH105_41, QH105_41_sh, QH108_11, QH131_22, QH132_22, QH132_24, QH132_36, QH133_26.
*DROPPED (2) QH105_15, QH108_96, QH131_31, QH132_96.
factor /variables
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35 
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_25 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  /missing meansub
  /analysis
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35 
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_25 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  /print univariate initial extraction fscore
  /criteria factors(1) iterate(25)
  /extraction pc
  /rotation norotate
  /save reg(ALL com)
  /method=correlation.

*** Urban Factor Analysis.
filter off.
filter by urban.
execute.

*DROPPED domestic, house, QH111C_2, QH111C_3, QH105_41, QH105_41_sh, QH108_11, QH132_22, 
QH131_22, QH131_96, QH132_24, QH132_36, QH133_25, QH133_26, QH133_36, QH105_96_sh.
*DROPPED (2) QH105_15, QH108_96, QH131_31, QH132_96.
factor /variables
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh 
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
  /missing meansub
  /analysis
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh 
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
  /print univariate initial extraction fscore
  /criteria factors(1) iterate(25)
  /extraction pc
  /rotation norotate
  /save reg(ALL urb)
  /method=correlation.


*** Rural Factor Analysis.
filter off.
filter by rural.
execute.

*DROPPED domestic, house, ,QH111C_2 QH111C_3, QH105_14, QH105_41, QH105_14_sh, QH105_41_sh, QH108_11, QH132_22, QH105_15,QH105_11_sh,QH105_12_sh,QH105_14_sh,QH105_15_sh.
*DROPPED QH108_4, QH108_96, QH131_22, QH132_24, QH132_36, QH132_96, QH133_25, QH133_26, QH131_31.
factor /variables
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_13_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
  /missing meansub
  /analysis
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_13_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35 
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
  /print univariate initial extraction fscore
  /criteria factors(1) iterate(25)
  /extraction pc
  /rotation norotate
  /save reg(ALL rur)
  /method=correlation.



*** Refugee Factor Analysis.
filter off.
filter by refugee.
execute.

*DROPPED domestic, house, QH111C_2, QH111C_3, QH105_14, QH105_41, QH105_41_sh, QH108_11, QH132_22, QH101_(11,41,43,71,91,92,96), QH105_(11,14,15,11_sh,12_sh,13_sh,31_sh,51_sh).
*DROPPED QH108_(1,2,4,5,96), QH131_21,22,33,37,96), QH115E, QH115G, QH115H, QH132_(11,22,23,24,32,33,34,35,36,96), QH133_(24,26,32,34,36), QH111B_2,QH111B_3,QH111C_1,QH111E_3.
*DROPPED QH111F_3, QH111G_2, QH111G_3.
*DROPPED (2) QH105_15, QH131_31.
factor /variables
  QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_51 QH101_61 QH101_81 
  QH105_12 QH105_13 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_96_sh
  QH108_7 QH108_8 QH108_9 QH108_10 QH108_95
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115F QH116
  QH131_11 QH131_12 QH131_32 QH131_34 QH131_35 QH131_36 
  QH132_12 QH132_13 QH132_21 QH132_25 QH132_31 
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_25 QH133_27 QH133_28 QH133_31 QH133_33 QH133_35
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 
  QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111F_1 QH111F_2
  QH111G_1 landarea
  /missing meansub
  /analysis
  QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_51 QH101_61 QH101_81 
  QH105_12 QH105_13 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_14_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_96_sh
  QH108_7 QH108_8 QH108_9 QH108_10 QH108_95
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115F QH116
  QH131_11 QH131_12 QH131_32 QH131_34 QH131_35 QH131_36 
  QH132_12 QH132_13 QH132_21 QH132_25 QH132_31 
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_25 QH133_27 QH133_28 QH133_31 QH133_33 QH133_35
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 
  QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111F_1 QH111F_2
  QH111G_1 landarea
  /print univariate initial extraction fscore
  /criteria factors(1) iterate(25)
  /extraction pc
  /rotation norotate
  /save reg(ALL ref)
  /method=correlation.



* Label the created score variables.
rename variables (com1 urb1 rur1 ref1=comscore urbscore rurscore refscore).
variable labels comscore 'Common wealth score' /urbscore 'Urban wealth score' /rurscore 'Rural wealth score' /refscore 'Refugee wealth score'.

* Add a variable used for linking later.
filter off.
string rowtype_ (A8).
compute rowtype_ = 'EST'.

* Calculate regressions.
** Area=urban.
filter off.
filter by urban.
execute.

* Declare a dataset to be written to in the regression.
dataset declare urbancorv.
* Run regression of comscore with urbscore.
regression
  /missing listwise
  /statistics coeff outs R anova
  /criteria=pin(.05) pout(.10)
  /noorigin
  /dependent comscore
  /method=enter urbscore
  /outfile=corv(urbancorv).

* Activate file of output from regression.
dataset activate urbancorv.
* Drop all rows of output except the coefficients.
select if (rowtype_ = 'EST').
execute.
* Delete unnecessary variables before merging.
delete variables DEPVAR_ VARNAME_.
* Rename variables containing the constant and the coefficient.
rename variables CONST_=urbconst urbscore=urbcoeff.

* Re-activate the main household data.
dataset activate assets.
* merge the coefficients.
match files /file = *
  /table = urbancorv
  /by ROWTYPE_.
execute.

* Calculate regressions.
** Area=rural.
filter off.
filter by rural.
execute.

* Declare a dataset to be written to in the regression.
dataset declare ruralcorv.
* Run regression of comscore with rurscore.
regression
  /missing listwise
  /statistics coeff outs R anova
  /criteria=pin(.05) pout(.10)
  /noorigin
  /dependent comscore
  /method=enter rurscore
  /outfile=corv(ruralcorv).

* Activate file of output from regression.
dataset activate ruralcorv.
* Drop all rows of output except the coefficients.
select if (rowtype_ = 'EST').
execute.
* Delete unnecessary variables before merging.
delete variables DEPVAR_ VARNAME_.
* Rename variables containing the constant and the coefficient.
rename variables CONST_=rurconst rurscore=rurcoeff.

* Re-activate the main household data.
dataset activate assets.
* merge the coefficients.
match files /file = *
  /table = ruralcorv
  /by ROWTYPE_.
execute.


* Calculate regressions.
** Area=refugee.
filter off.
filter by refugee.
execute.

* Declare a dataset to be written to in the regression.
dataset declare refugeecorv.
* Run regression of comscore with refscore.
regression
  /missing listwise
  /statistics coeff outs R anova
  /criteria=pin(.05) pout(.10)
  /noorigin
  /dependent comscore
  /method=enter refscore
  /outfile=corv(refugeecorv).

* Activate file of output from regression.
dataset activate refugeecorv.
* Drop all rows of output except the coefficients.
select if (rowtype_ = 'EST').
execute.
* Delete unnecessary variables before merging.
delete variables DEPVAR_ VARNAME_.
* Rename variables containing the constant and the coefficient.
rename variables CONST_=refconst refscore=refcoeff.

* Re-activate the main household data.
dataset activate assets.
* merge the coefficients.
match files /file = *
  /table = refugeecorv
  /by ROWTYPE_.
execute.


dataset close urbancorv.
dataset close ruralcorv.
dataset close refugeecorv.
dataset activate assets.
filter off.

*** Calculate combined wealth score from Urban and Rural and Refugee Scores.
* Use coefficients from urban and rural and refugee regressions above.
compute combscor=0.
print formats combscor (f11.5).
write formats combscor (f11.5).
** Urban.
if (urban = 1) combscor=urbconst+urbcoeff*urbscore.
** Rural.
if (rural = 1) combscor=rurconst+rurcoeff*rurscore.
** Refugee.
if (refugee = 1) combscor=refconst+refcoeff*refscore.
variable labels combscor 'Combined national wealth score'.
execute.

compute hhwt = QHWEIGHT/1000000.
variable labels hhwt 'HH weights'.
formats hhwt (f12.6).
weight by hhwt.

filter off.
execute.

frequencies variables=combscor comscore
  /format=notable
  /ntiles=5
  /statistics=minimum maximum stddev mean
  /histogram normal
  /order=analysis.

filter off.
filter by urban.
execute.

frequencies variables=combscor urbscore
  /format=notable
  /ntiles=5
  /statistics=minimum maximum stddev mean
  /histogram normal
  /order=analysis.

filter off.
filter by rural.
execute.

frequencies variables=combscor rurscore
  /format=notable
  /ntiles=5
  /statistics=minimum maximum stddev mean
  /histogram normal
  /order=analysis.

filter off.
filter by refugee.
execute.

frequencies variables=combscor refscore
  /format=notable
  /ntiles=5
  /statistics=minimum maximum stddev mean
  /histogram normal
  /order=analysis.

filter off.
execute.

*Calculate quintiles and scores for data file.
compute hhmemwt=QHWEIGHT*hhusual/1000000.
variable labels hhmemwt 'HH members weighting for index'.
formats hhmemwt (f12.6).
weight by hhmemwt.

* Ranking is only for the national total which excludes refugee settlements.
compute national = (QHTYPE <> 3).
compute national_urb = (national & urban).
compute national_rur = (national & rural).
execute.

* Calculate cutoffs for national total excluding refugees.
filter off.
filter by national_urb.
frequencies variables=urbscore /format=notable /ntiles=5.
rank variables=urbscore (A) /rank /ntiles (5) /print=yes /ties=mean.
* Create quintiles based on all cases.
*filter off.
*filter by urban.
*do if sysmis(nurbscor).
*recode urbscore (lo thru -.9758982 = 1) (-.9758982 thru -.2566641 = 2) (-.2566641 thru .4599145 = 3) (.4599145 thru .9829241 = 4) (.9829241 thru hi = 5) into nurbscor.
*end if.


filter off.
filter by national_rur.
frequencies variables=rurscore /format=notable /ntiles=5.
rank variables=rurscore (A) /rank /ntiles (5) /print=yes /ties=mean.
*filter off.
*filter by rural.
*do if sysmis(nrurscor).
*recode rurscore (lo thru -.6258492 = 1) (-.6258492 thru -.1314661 = 2) (-.1314661 thru .3310823 = 3) (.3310823 thru .9576422 = 4) (.9576422 thru hi = 5) into nrurscor.
*end if.

*National scores and quintiles.
filter off.
filter by national.
frequencies variables=combscor /format=notable /ntiles=5.
rank variables=combscor (A) /rank /ntiles (5) /print=yes /ties=mean.
filter off.
do if sysmis(ncombsco).
recode combscor (lo thru -.6389480 = 1) (-.6389480 thru -.2355721 = 2) (-.2355721 thru .2135719 = 3) (.2135719 thru 1.0241079 = 4) (1.0241079 thru hi = 5) into ncombsco.
end if.


*Using national cutoffs to give refugees scores - frequencies/rank if only there to create the variable (??).
filter off.
filter by refugee.
frequencies variables=refscore /format=notable /ntiles=5.
rank variables=refscore (A) /rank /ntiles (5) /print=yes /ties=mean.
filter off.
*filter by refugee.
*do if sysmis(nrefscor).
*recode combscor (lo thru -.6389480 = 1) (-.6389480 thru -.2355721 = 2) (-.2355721 thru .2135719 = 3) (.2135719 thru 1.0241079 = 4) (1.0241079 thru hi = 5) into ncombsco.
*end if.



variable labels ncombsco 'Combined wealth index' /nurbscor 'Urban wealth index' /nrurscor 'Rural wealth index' /nrefscor 'Refugee wealth index'.
value labels ncombsco nurbscor nrurscor nrefscor 1 'Lowest' 2 'Second' 3 'Middle' 4 'Fourth' 5 'Highest'.


*** Check on quintiles for national sans refugees.
filter national.
frequencies variables=ncombsco nurbscor nrurscor nrefscor.
filter off.
weight by hhwt.

*** Check on quintiles.
frequencies variables=ncombsco nurbscor nrurscor nrefscor.
weight by hhwt.


*DROPPED domestic, house, QH111C_2, QH111C_3, QH105_15, QH105_15_sh, QH105_41, QH105_41_sh, QH108_11, QH131_22, QH132_24, QH132_36, QH133_26.
*DROPPED (2) QH131_31, QH132_96.
ctables /table (
  QH101_11+QH101_12+QH101_13+QH101_14+QH101_21+QH101_31+QH101_32+QH101_41+QH101_42+QH101_51+QH101_61+QH101_71+QH101_81+QH101_91+QH101_92+QH101_96+
  QH105_11+QH105_12+QH105_13+QH105_14+QH105_21+QH105_22+QH105_23+QH105_31+QH105_51+QH105_61+QH105_96+
  QH105_11_sh+QH105_12_sh+QH105_13_sh+QH105_14_sh+QH105_21_sh+QH105_22_sh+QH105_23_sh+QH105_31_sh+QH105_51_sh+QH105_96_sh+
  QH108_1+QH108_2+QH108_4+QH108_5+QH108_7+QH108_8+QH108_9+QH108_10+QH108_95+
  QH114A+QH114B+QH114C+QH114D+QH114E+QH114F+QH114G+QH114H+QH114I+QH114J+QH114K+QH114L+QH114M+QH115A+QH115B+QH115C+QH115D+QH115E+QH115F+QH115G+QH115H+QH116+
  QH131_11+QH131_12+QH131_21+QH131_32+QH131_33+QH131_34+QH131_35+QH131_36+QH131_37+QH131_96+
  QH132_11+QH132_12+QH132_13+QH132_21+QH132_22+QH132_23+QH132_25+QH132_31+QH132_32+QH132_33+QH132_34+QH132_35+
  QH133_11+QH133_12+QH133_13+QH133_21+QH133_22+QH133_23+QH133_24+QH133_25+QH133_27+QH133_28+QH133_31+QH133_32+QH133_33+QH133_34+QH133_35+QH133_36+
  QH133_96+LAND+memsleep+
  QH111A_1+QH111A_2+QH111A_3+QH111B_1+QH111B_2+QH111B_3+
  QH111C_1+QH111D_1+QH111D_2+QH111D_3+
  QH111E_1+QH111E_2+QH111E_3+QH111F_1+QH111F_2+QH111F_3+
  QH111G_1+QH111G_2+QH111G_3+landarea
  )[S][Mean F8.3] by (ncombsco+nurbscor+nrurscor+nrefscor)[C]
  /slabels visible=no.

* Alternative instead of ctables.
*means tables=
  QH101_11 QH101_12 QH101_13 QH101_14 QH101_21 QH101_31 QH101_32 QH101_41 QH101_42 QH101_51 QH101_61 QH101_71 QH101_81 QH101_91 QH101_92 QH101_96
  QH105_11 QH105_12 QH105_13 QH105_14 QH105_15 QH105_21 QH105_22 QH105_23 QH105_31 QH105_51 QH105_61 QH105_96
  QH105_11_sh QH105_12_sh QH105_13_sh QH105_14_sh QH105_15_sh QH105_21_sh QH105_22_sh QH105_23_sh QH105_31_sh QH105_51_sh QH105_96_sh
  QH108_1 QH108_2 QH108_4 QH108_5 QH108_7 QH108_8 QH108_9 QH108_10 QH108_95 
  QH114A QH114B QH114C QH114D QH114E QH114F QH114G QH114H QH114I QH114J QH114K QH114L QH114M QH115A QH115B QH115C QH115D QH115E QH115F QH115G QH115H QH116
  QH131_11 QH131_12 QH131_21 QH131_32 QH131_33 QH131_34 QH131_35 QH131_36 QH131_37 QH131_96
  QH132_11 QH132_12 QH132_13 QH132_21 QH132_22 QH132_23 QH132_25 QH132_31 QH132_32 QH132_33 QH132_34 QH132_35
  QH133_11 QH133_12 QH133_13 QH133_21 QH133_22 QH133_23 QH133_24 QH133_25 QH133_27 QH133_28 QH133_31 QH133_32 QH133_33 QH133_34 QH133_35 QH133_36
  QH133_96 LAND memsleep
  QH111A_1 QH111A_2 QH111A_3 QH111B_1 QH111B_2 QH111B_3
  QH111C_1 QH111D_1 QH111D_2 QH111D_3
  QH111E_1 QH111E_2 QH111E_3 QH111F_1 QH111F_2 QH111F_3
  QH111G_1 QH111G_2 QH111G_3 landarea
    by ncombsco nurbscor nrurscor nrefscor
  /cells mean count stddev.

graph /histogram(normal)=combscor /title= 'Distribution of Households by Wealth Scores'.
frequencies variables=combscor
  /format=notable
  /ntiles=5
  /statistics=stddev minimum maximum semean mean median mode skewness seskew kurtosis sekurt
  /order=analysis.

weight off.
filter off.
write formats combscor urbscore rurscore refscore (f11.5).

* Save final dataset of assets.
save outfile='assets.sav'.

*** Write out scores file.
write outfile='scores.dat' table /QHCLUST QHNUMBER combscor ncombsco urbscore nurbscor rurscore nrurscor refscore nrefscor.
execute.


compute reftot = 0.
if (QHTYPE = 3) reftot = 1.
execute.
variable labels reftot 'Refugee settlements'.
value labels reftot 0 ' '.


filter by national.

* Produce table 2.6 weighted by de jure population to test.
weight by hhmemwt.
compute total = 0.
variable labels total 'Total'.
value labels total 0 ' '.

filter off.

ctables /vlabels variables=QHTYPE QHREGION total Ncombsco display=both
  /table QHTYPE [C] + QHREGION [C] + total [C] + reftot [C] BY Ncombsco [C][rowpct.count '%' F8.1, totals [rowpct.count '%' F8.1, count '' F8.0]]
  /categories variables=Ncombsco total=yes
  /titles title='Table 2.6 Wealth Quintiles' ''
    'Percent distribution of the de jure population by wealth quintiles, according to residence and region, Uganda MIS 2018-19'
  corner='Residence/region' /slabels visible=no.