Transcript MICS Data Processing Workshop

Multiple Indicator Cluster Surveys
Data Processing Workshop
Exporting data from CSPro to SPSS
MICS Data Processing Workshop
Secondary Data Processing Flow
Export Data from CSPro
Import Data into SPSS
Recode Variables
Add Sample Weights, Wealth Index, and GPS Data
Run Tables
MICS Data Processing Workshop
Secondary Data Processing
• Exporting data from CSPro
– Create SPSS data file and syntax file from CSPRO
data file and dictionary
• Importing data to SPSS
– Executing syntax file created by CSPro
• Recoding variables
– Creating new variables and recoding old variables
MICS Data Processing Workshop
Secondary Data Processing
• Adding sample weights
– Sample weights are added from weights
spreadsheet
• Adding wealth index
– Wealth index calculated then added to files
• Adding GPS data
– Geographic location data added to files
• Tabulation
– Tables are generated from the analysis files
MICS Data Processing Workshop
The Export Application
• A batch application
– uses export to command
• Creates SPSS data and description files for
nine types of cases:
Household
Women
Men
Household (HH)
Woman (WM)
Man (MN) Under-five (CH)
Household member (HL)
Female Genital Cutting (FG)
Insecticide-treated Nets (TN)
Birth History (BH)
Maternal Mortality (MM)
MICS Data Processing Workshop
Children
The Household (HH) Export
• Syntax:
export to myHH
HH1, HH2, { ID vars }
MODHH, MODSL, MODCL, MODCD, MODHC,
MODIR, MODWS, MODHW, MODSI, HHSex;
• Creates
– c:\mics5\spss\myHH.sps
– c:\mics5\spss\myHH.dat
MICS Data Processing Workshop
The Household (HH) Export
• HHSex:
recoded variable that was created using
information from the Household Listing:
HHSex = notappl;
if HH9 = 1 then
HHSex = HL4(1);
endif;
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Exporting a Household Member
• Household members data stored in rosters
• Must export correct data from each roster for each
household member
• For each:
– export data using occurrence numbers
MICS Data Processing Workshop
The Household Member (HL) Export
export to myHL
HH1, HH2,
MODHL(hloccur), MODED(edoccur),
MODTN(tnoccur),
HH5D, HH5M, HH5Y, HH6, HH7,
mline, fline;
MICS Data Processing Workshop
The Insecticide Nets (TN) Export
• Syntax:
for i in MODTN_EDT do
export to myTN
HH1, HH2, { ID vars }
MODTN, TN2, HH6, HH7;
enddo;
• Creates
– c:\mics5\spss\myTN.sps
– c:\mics5\spss\myTN.dat
MICS Data Processing Workshop
The Woman (WM) Export
• Syntax:
if HL7(LN) > 0 then
export to myWM
HH1, HH2, LN, { ID vars }
MODWM, MODWB, MODMT, MODCM, MODDB, MODMN, MODPN, MODIS,
MODCP, MODUN, MODFG, MODDV, MODMA, MODSB, MODHA, MODTA,
MODLS, MODTN(tnoccur), HH6, HH7,
wdob, wdom, wagem, wdobfc, wdoblc, mstatus, ceb, csurv,
cdead; { Recoded variables }
endif;
• Creates
– c:\mics5\spss\myWM.sps
– c:\mics5\spss\myWM.dat
MICS Data Processing Workshop
The Female Genital Cutting(FC) Export
• Syntax:
if WM7 = 1 then
for i in MODFC_EDT do
export to myFC
HH1, HH2, LN, { ID vars }
FG1, FG3, FG9, MODFC (i), HH6, HH7
enddo;
endif;
• Creates
– c:\mics5\spss\myFC.sps
– c:\mics5\spss\myFC.dat
MICS Data Processing Workshop
The Birth History (BH) Export
• Syntax:
for i in MODBH_EDT do
export to myBH
HH1, HH2, LN, { ID vars }
MODBH(i),
wdoi, wdob; { Recoded variables }
enddo;
• Creates
– c:\mics5\spss\myBH.sps
– c:\mics5\spss\myBH.dat
MICS Data Processing Workshop
Maternal Mortality (MM) Export
• Syntax:
for i in MODMM_EDT do
export to myMM
HH1, HH2, LN { ID vars }
MM1, MM3, MMLN (i), HH6, HH7;
enddo;
• Creates
– c:\mics5\spss\myMM.sps
– c:\mics5\spss\myMM.dat
MICS Data Processing Workshop
The Man (MN) Export
• Syntax:
if HL7A(LN) > 0 then
export to myMN
HH1, HH2, LN,
{ ID vars }
MODMWM, MODMWB, MODMMT, MODMCM, MODMDV,
MODMMA, MODMSB, MODMHA, MODMMC, MODMTA, MODMLS,
MODTN(tnoccur), HH6, HH7,
mndoi, mndob, mnage, mndom, mnagem, mndoblc,
mmstatus, mceb, mcsurv, mcdead;{ Recoded variables }
endif;
• Creates
– c:\mics5\spss\myMN.sps
– c:\mics5\spss\myMN.dat
MICS Data Processing Workshop
The Child (CH) Export
• Syntax:
if HL9(LN) > 0 then
export to myCH
HH1, HH2, LN, { ID vars }
MODUF, MODAG, MODBR, MODEC, MODBD, MODIM, MODHF, MODCA,
MODAN, Anthro_Vars,
MODTN(tnoccur), HH6, HH7, HL4(UF4), ED4A(UF6), ED4B(UF6),
cdoi, cdob, cage, cage_6, cage_11, caged;
endif;
• Creates
– c:\mics5\spss\myCH.sps
– c:\mics5\spss\myCH.dat
MICS Data Processing Workshop
Secondary Data Processing Flow
Export Data from CSPro
Import Data into SPSS
Recode Variables
Add Sample Weights, Wealth Index and GPS Data
Run Tables
MICS Data Processing Workshop
Reading the Data Into SPSS
• To read one of the exported data files into
SPSS:
1. Start SPSS
2. Open the syntax file associated with the data file
3. Execute the syntax file
• run --> all
4. Save the file as XX.SAV
• where XX is HH, HL, TN, WM, FC, BH, MM, MN or CH
MICS Data Processing Workshop
Saving the Data File
• It is helpful to have the syntax file
automatically save the data file that it creates
• To do so, add the following line to the end of
the syntax file:
save outfile = 'hh.sav'.
MICS Data Processing Workshop