DV = IAT_meanstd
Model M2
Drop outliers (Tunisia)

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = IAT_meanstd
Model M2
Drop outliers (Tunisia)

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 0.05340116 0.05340116 0.08 0.7863
Error 26 18.50227879 0.71162611    
Corrected Total 27 18.55567995      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.002878 -1073.699 0.843579 -0.078568

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.05340116 0.05340116 0.08 0.7863

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.05340116 0.05340116 0.08 0.7863

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.0988948794 0.17867019 -0.55 0.5846
BGmathDIFF99 0.0060625301 0.02213118 0.27 0.7863


DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 8.82318658 1.10289832 2.15 0.0813
Error 19 9.73249337 0.51223649    
Corrected Total 27 18.55567995      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.475498 -910.9440 0.715707 -0.078568

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.05340116 0.05340116 0.10 0.7503
EXPsci_meanstd 1 3.03753950 3.03753950 5.93 0.0249
EXParts_meanstd 1 0.07128637 0.07128637 0.14 0.7132
TOTALmathM99std 1 1.16378219 1.16378219 2.27 0.1482
critlat_meanstd 1 1.17337875 1.17337875 2.29 0.1466
corrIATexpscistd 1 0.13130697 0.13130697 0.26 0.6185
pct_malestd 1 3.18747939 3.18747939 6.22 0.0220
age_meanstd 1 0.00501226 0.00501226 0.01 0.9222

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.02457412 0.02457412 0.05 0.8290
EXPsci_meanstd 1 1.23744881 1.23744881 2.42 0.1366
EXParts_meanstd 1 0.09268407 0.09268407 0.18 0.6753
TOTALmathM99std 1 1.51221848 1.51221848 2.95 0.1020
critlat_meanstd 1 0.57269944 0.57269944 1.12 0.3036
corrIATexpscistd 1 0.00046522 0.00046522 0.00 0.9763
pct_malestd 1 3.13612282 3.13612282 6.12 0.0229
age_meanstd 1 0.00501226 0.00501226 0.01 0.9222

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.1411541810 0.16504901 -0.86 0.4031
BGmathDIFF99 0.0042815297 0.01954768 0.22 0.8290
EXPsci_meanstd 0.4195235657 0.26991561 1.55 0.1366
EXParts_meanstd -.0681312093 0.16016913 -0.43 0.6753
TOTALmathM99std 0.2896635289 0.16858612 1.72 0.1020
critlat_meanstd 0.1829584180 0.17303114 1.06 0.3036
corrIATexpscistd 0.0094492617 0.31354852 0.03 0.9763
pct_malestd -.3797212615 0.15346299 -2.47 0.0229
age_meanstd 0.0178898978 0.18085321 0.10 0.9222


DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 26


DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 11.16659344 1.11665934 2.40 0.0614
Error 15 6.98784089 0.46585606    
Corrected Total 25 18.15443433      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.615089 -616.4481 0.682536 -0.110721

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.08185490 0.08185490 0.18 0.6810
EXPsci_meanstd 1 2.75507858 2.75507858 5.91 0.0280
EXParts_meanstd 1 0.10700115 0.10700115 0.23 0.6387
TOTALmathM99std 1 0.99482555 0.99482555 2.14 0.1646
critlat_meanstd 1 1.24892415 1.24892415 2.68 0.1224
corrIATexpscistd 1 0.13120877 0.13120877 0.28 0.6034
pct_malestd 1 3.17104883 3.17104883 6.81 0.0197
age_meanstd 1 0.00318160 0.00318160 0.01 0.9352
GDPpcstd 1 0.31050785 0.31050785 0.67 0.4270
GGIindexstd 1 2.36296205 2.36296205 5.07 0.0397

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.51006343 0.51006343 1.09 0.3120
EXPsci_meanstd 1 2.07018180 2.07018180 4.44 0.0523
EXParts_meanstd 1 0.28457640 0.28457640 0.61 0.4466
TOTALmathM99std 1 1.08593193 1.08593193 2.33 0.1476
critlat_meanstd 1 2.80824248 2.80824248 6.03 0.0268
corrIATexpscistd 1 0.01271190 0.01271190 0.03 0.8710
pct_malestd 1 0.26094510 0.26094510 0.56 0.4658
age_meanstd 1 0.85767795 0.85767795 1.84 0.1949
GDPpcstd 1 0.26850068 0.26850068 0.58 0.4595
GGIindexstd 1 2.36296205 2.36296205 5.07 0.0397

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0009802833 0.17286691 0.01 0.9956
BGmathDIFF99 0.0209167383 0.01998977 1.05 0.3120
EXPsci_meanstd 0.5784779308 0.27441537 2.11 0.0523
EXParts_meanstd -.1281677089 0.16398535 -0.78 0.4466
TOTALmathM99std 0.3210510740 0.21028035 1.53 0.1476
critlat_meanstd 0.5498017938 0.22393126 2.46 0.0268
corrIATexpscistd -.0527305595 0.31921475 -0.17 0.8710
pct_malestd -.1390145501 0.18574262 -0.75 0.4658
age_meanstd -.3056082981 0.22523138 -1.36 0.1949
GDPpcstd 0.1608330870 0.21185005 0.76 0.4595
GGIindexstd 0.6540332138 0.29040046 2.25 0.0397


DV = IAT_meanstd
Correlations
 

The CORR Procedure

11 Variables: BGmathDIFF99 TOTALmathM99std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
Weight Variable: combined_99_math_weight

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum Label
BGmathDIFF99 28 3.35293 7.33567 90.32283 -15.00000 24.00000 BGmathDIFF99
TOTALmathM99std 28 0.15529 0.95050 4.18338 -2.82336 1.53267  
GDPpcstd 28 0.05204 0.95107 1.40199 -1.42516 1.77286  
GGIindexstd 26 -0.30976 0.78750 -7.80147 -2.07263 1.26557  
IAT_meanstd 28 -0.07857 0.82900 -2.11649 -2.09040 1.30914  
critlat_meanstd 28 -0.05783 0.93644 -1.55791 -1.81438 1.89957  
corrIATexpscistd 28 0.14530 0.77486 3.91405 -3.08517 1.15344  
EXPsci_meanstd 28 0.01084 0.93240 0.29212 -4.64184 1.13212  
EXParts_meanstd 28 0.02758 0.96515 0.74290 -2.44932 1.50975  
pct_malestd 28 -0.03228 0.99122 -0.86969 -2.80167 1.62052  
age_meanstd 28 -0.13827 0.94751 -3.72466 -1.84051 1.65446  

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  BGmathDIFF99 TOTALmathM99std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
BGmathDIFF99
BGmathDIFF99
1.00000
 
28
-0.07055
0.7213
28
-0.05161
0.7942
28
-0.33580
0.0935
26
0.05365
0.7863
28
0.16026
0.4153
28
0.06472
0.7435
28
0.12386
0.5300
28
-0.06278
0.7510
28
0.13467
0.4944
28
0.15759
0.4232
28
TOTALmathM99std
 
-0.07055
0.7213
28
1.00000
 
28
0.54024
0.0030
28
-0.22553
0.2680
26
0.35165
0.0665
28
-0.31044
0.1079
28
0.03246
0.8697
28
0.25769
0.1855
28
-0.11308
0.5667
28
0.08869
0.6536
28
-0.20592
0.2931
28
GDPpcstd
 
-0.05161
0.7942
28
0.54024
0.0030
28
1.00000
 
28
-0.07518
0.7151
26
0.26892
0.1664
28
-0.30567
0.1137
28
0.36992
0.0527
28
0.41208
0.0293
28
0.14851
0.4507
28
0.27149
0.1623
28
0.14577
0.4592
28
GGIindexstd
 
-0.33580
0.0935
26
-0.22553
0.2680
26
-0.07518
0.7151
26
1.00000
 
26
0.16591
0.4179
26
-0.27556
0.1730
26
-0.26701
0.1873
26
-0.25939
0.2007
26
0.01058
0.9591
26
-0.47858
0.0134
26
0.10955
0.5942
26
IAT_meanstd
 
0.05365
0.7863
28
0.35165
0.0665
28
0.26892
0.1664
28
0.16591
0.4179
26
1.00000
 
28
0.11444
0.5620
28
0.21045
0.2824
28
0.40813
0.0311
28
-0.02613
0.8950
28
-0.29635
0.1257
28
0.09628
0.6260
28
critlat_meanstd
 
0.16026
0.4153
28
-0.31044
0.1079
28
-0.30567
0.1137
28
-0.27556
0.1730
26
0.11444
0.5620
28
1.00000
 
28
-0.03380
0.8644
28
-0.12091
0.5400
28
0.09860
0.6177
28
-0.13785
0.4842
28
0.36125
0.0589
28
corrIATexpscistd
 
0.06472
0.7435
28
0.03246
0.8697
28
0.36992
0.0527
28
-0.26701
0.1873
26
0.21045
0.2824
28
-0.03380
0.8644
28
1.00000
 
28
0.75973
<.0001
28
0.30745
0.1115
28
0.31208
0.1059
28
0.14543
0.4603
28
EXPsci_meanstd
 
0.12386
0.5300
28
0.25769
0.1855
28
0.41208
0.0293
28
-0.25939
0.2007
26
0.40813
0.0311
28
-0.12091
0.5400
28
0.75973
<.0001
28
1.00000
 
28
0.08740
0.6583
28
0.29611
0.1260
28
0.27656
0.1543
28
EXParts_meanstd
 
-0.06278
0.7510
28
-0.11308
0.5667
28
0.14851
0.4507
28
0.01058
0.9591
26
-0.02613
0.8950
28
0.09860
0.6177
28
0.30745
0.1115
28
0.08740
0.6583
28
1.00000
 
28
-0.06986
0.7239
28
-0.14336
0.4667
28
pct_malestd
 
0.13467
0.4944
28
0.08869
0.6536
28
0.27149
0.1623
28
-0.47858
0.0134
26
-0.29635
0.1257
28
-0.13785
0.4842
28
0.31208
0.1059
28
0.29611
0.1260
28
-0.06986
0.7239
28
1.00000
 
28
0.17522
0.3725
28
age_meanstd
 
0.15759
0.4232
28
-0.20592
0.2931
28
0.14577
0.4592
28
0.10955
0.5942
26
0.09628
0.6260
28
0.36125
0.0589
28
0.14543
0.4603
28
0.27656
0.1543
28
-0.14336
0.4667
28
0.17522
0.3725
28
1.00000
 
28


DV = IAT_meanstd
Post-hoc Exploratory Model for IAT
TIMSS Sex Difference, TIMSS overall, Explicit Stereotype

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = IAT_meanstd
Post-hoc Exploratory Model for IAT
TIMSS Sex Difference, TIMSS overall, Explicit Stereotype

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 4.31559957 1.43853319 2.42 0.0904
Error 24 14.24008038 0.59333668    
Corrected Total 27 18.55567995      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.232576 -980.4084 0.770284 -0.078568

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.05340116 0.05340116 0.09 0.7668
TOTALmathM99std 1 2.35598302 2.35598302 3.97 0.0578
EXPsci_meanstd 1 1.90621539 1.90621539 3.21 0.0857

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF99 1 0.01732852 0.01732852 0.03 0.8657
TOTALmathM99std 1 1.22465892 1.22465892 2.06 0.1637
EXPsci_meanstd 1 1.90621539 1.90621539 3.21 0.0857

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.1297570916 0.16640308 -0.78 0.4431
BGmathDIFF99 0.0035003461 0.02048240 0.17 0.8657
TOTALmathM99std 0.2332321867 0.16234223 1.44 0.1637
EXPsci_meanstd 0.2981887485 0.16636266 1.79 0.0857