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PECB Analysis.sps
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PECB Analysis.sps
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GET DATA
/TYPE=XLS
/FILE='T:\files\docs\Research\PECB\PECB Data 2009-02-13.xls'
/SHEET=name 'Wide'
/CELLRANGE=full
/READNAMES=on
/ASSUMEDSTRWIDTH=32767.
DATASET NAME wide.
GET DATA
/TYPE=XLS
/FILE='T:\files\docs\Research\PECB\PECB Data 2009-02-13.xls'
/SHEET=name 'Long'
/CELLRANGE=full
/READNAMES=on
/ASSUMEDSTRWIDTH=32767.
DATASET NAME long.
VALUE LABELS PERFCAT 1 'Below Average' 2 'Average' 3 'Above Average.
VALUE LABELS SITCAT 1 'Low Average GPA' 2 'Medium Average GPA' 3 'High Average GPA'.
VARIABLE LABELS PERFCAT 'Performance Category'.
VARIABLE LABELS SITCAT 'Situation Category'.
DATASET ACTIVATE wide.
GLM success_c2 success_c1 success_c6 success_c5 success_c9 success_c3 success_c4 success_c7 success_c8
/WSFACTOR=SIT 3 Polynomial PERF 3 Polynomial
/PRINT=ETASQ
/METHOD=SSTYPE(3)
/CRITERIA=ALPHA(.05)
/WSDESIGN=SIT PERF SIT*PERF.
GLM probAccept_c2 probAccept_c1 probAccept_c6 probAccept_c5 probAccept_c9 probAccept_c3 probAccept_c4 probAccept_c7 probAccept_c8
/WSFACTOR=SIT 3 Polynomial PERF 3 Polynomial
/METHOD=SSTYPE(3)
/PRINT=ETASQ
/CRITERIA=ALPHA(.05)
/WSDESIGN=SIT PERF SIT*PERF.
GLM Accept_c2 Accept_c1 Accept_c6 Accept_c5 Accept_c9 Accept_c3 Accept_c4 Accept_c7 Accept_c8
/WSFACTOR=SIT 3 Polynomial PERF 3 Polynomial
/METHOD=SSTYPE(3)
/PRINT=ETASQ
/CRITERIA=ALPHA(.05)
/WSDESIGN=SIT PERF SIT*PERF.
DATASET ACTIVATE long.
DESCRIPTIVES VARIABLES=success probAccept Accept
/SAVE
/STATISTICS=MEAN STDDEV MIN MAX.
* sucess : mean = 3.70, stdev = 1.417 *
* probAccept : mean = 43.38, stdev = 26.098 *
* Accept : mean = .44, stdev = .498 *
RELIABILITY
/VARIABLES=Zsuccess, ZprobAccept, ZAccept.
COMPUTE ZEvaluation = MEAN(Zsuccess, ZprobAccept, ZAccept).
EXECUTE.
DATASET ACTIVATE wide.
COMPUTE Z1=MEAN((success_c1-3.7)/1.417,(probAccept_c1-43.38)/26.098,(Accept_c1-.44)/.498).
COMPUTE Z2=MEAN((success_c2-3.7)/1.417,(probAccept_c2-43.38)/26.098,(Accept_c2-.44)/.498).
COMPUTE Z3=MEAN((success_c3-3.7)/1.417,(probAccept_c3-43.38)/26.098,(Accept_c3-.44)/.498).
COMPUTE Z4=MEAN((success_c4-3.7)/1.417,(probAccept_c4-43.38)/26.098,(Accept_c4-.44)/.498).
COMPUTE Z5=MEAN((success_c5-3.7)/1.417,(probAccept_c5-43.38)/26.098,(Accept_c5-.44)/.498).
COMPUTE Z6=MEAN((success_c6-3.7)/1.417,(probAccept_c6-43.38)/26.098,(Accept_c6-.44)/.498).
COMPUTE Z7=MEAN((success_c7-3.7)/1.417,(probAccept_c7-43.38)/26.098,(Accept_c7-.44)/.498).
COMPUTE Z8=MEAN((success_c8-3.7)/1.417,(probAccept_c8-43.38)/26.098,(Accept_c8-.44)/.498).
COMPUTE Z9=MEAN((success_c9-3.7)/1.417,(probAccept_c9-43.38)/26.098,(Accept_c9-.44)/.498).
EXECUTE.
GLM Z2 Z1 Z6 Z5 Z9 Z3 Z4 Z7 Z8
/WSFACTOR=SIT 3 Polynomial PERF 3 Polynomial
/METHOD=SSTYPE(3)
/PRINT=ETASQ
/CRITERIA=ALPHA(.05)
/WSDESIGN=SIT PERF SIT*PERF.
DATASET ACTIVATE long.
* Chart Builder.
GGRAPH
/GRAPHDATASET NAME="graphdataset" VARIABLES=PerfCat MEAN(ZEvaluation)[name="MEAN_ZEvaluation"] SitCat MISSING=LISTWISE REPORTMISSING=NO
/GRAPHSPEC SOURCE=INLINE.
BEGIN GPL
SOURCE: s=userSource(id("graphdataset"))
DATA: PerfCat=col(source(s), name("PerfCat"), unit.category())
DATA: MEAN_ZEvaluation=col(source(s), name("MEAN_ZEvaluation"))
DATA: SitCat=col(source(s), name("SitCat"), unit.category())
COORD: rect(dim(1,2), cluster(3,0))
GUIDE: axis(dim(3), label("Performance Category"))
GUIDE: axis(dim(2), label("Mean Z-score evaluation"))
GUIDE: legend(aesthetic(aesthetic.color.interior), label("Situation Category"))
SCALE: linear(dim(2), include(0))
ELEMENT: interval(position(SitCat*MEAN_ZEvaluation*PerfCat), color.interior(SitCat), shape.interior(shape.square))
END GPL.
CROSSTABS
/TABLES=SitCat BY PerfCat BY Accept
/FORMAT=AVALUE TABLES
/CELLS=COUNT
/COUNT ROUND CELL.
DATASET ACTIVATE wide.
DESCRIPTIVES VARIABLES=gpaavailable gpause
/STATISTICS=MEAN STDDEV MIN MAX
GRAPH
/HISTOGRAM(NORMAL)=gpause.
GRAPH
/HISTOGRAM(NORMAL)=gpaavailable.