DV = IAT_meanstd
Model M2
Drop outliers (Tunisia)

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33



DV = IAT_meanstd
Model M2
Drop outliers (Tunisia)

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 3.20585436 3.20585436 6.39 0.0168
Error 31 15.54941327 0.50159398    
Corrected Total 32 18.75526763      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.170931 -2729.433 0.708233 -0.025948

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF03 1 3.20585436 3.20585436 6.39 0.0168

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF03 1 3.20585436 3.20585436 6.39 0.0168

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0301576130 0.12612604 0.24 0.8126
BGmathDIFF03 0.0387261085 0.01531821 2.53 0.0168



DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33



DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 9.79021004 1.22377625 3.28 0.0114
Error 24 8.96505759 0.37354407    
Corrected Total 32 18.75526763      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.521998 -2355.414 0.611183 -0.025948

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF03 1 3.20585436 3.20585436 8.58 0.0073
EXPsci_meanstd 1 1.86184273 1.86184273 4.98 0.0352
EXParts_meanstd 1 0.00205833 0.00205833 0.01 0.9414
TOTALmathM03std 1 1.22304137 1.22304137 3.27 0.0829
critlat_meanstd 1 2.12104496 2.12104496 5.68 0.0254
corrIATexpscistd 1 0.11325073 0.11325073 0.30 0.5870
pct_malestd 1 1.15916087 1.15916087 3.10 0.0909
age_meanstd 1 0.10395669 0.10395669 0.28 0.6027

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF03 1 1.41130930 1.41130930 3.78 0.0637
EXPsci_meanstd 1 0.78207839 0.78207839 2.09 0.1608
EXParts_meanstd 1 0.01641262 0.01641262 0.04 0.8357
TOTALmathM03std 1 1.85573184 1.85573184 4.97 0.0354
critlat_meanstd 1 1.17641151 1.17641151 3.15 0.0886
corrIATexpscistd 1 0.00043493 0.00043493 0.00 0.9731
pct_malestd 1 1.26266895 1.26266895 3.38 0.0784
age_meanstd 1 0.10395669 0.10395669 0.28 0.6027

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.0142108572 0.12482390 -0.11 0.9103
BGmathDIFF03 0.0293033771 0.01507570 1.94 0.0637
EXPsci_meanstd 0.3000330720 0.20735519 1.45 0.1608
EXParts_meanstd 0.0269978610 0.12879867 0.21 0.8357
TOTALmathM03std 0.3020400168 0.13551201 2.23 0.0354
critlat_meanstd 0.2456862663 0.13844337 1.77 0.0886
corrIATexpscistd 0.0087168176 0.25545753 0.03 0.9731
pct_malestd -.2511757211 0.13661671 -1.84 0.0784
age_meanstd 0.0699306632 0.13255995 0.53 0.6027



DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 31



DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 11.37467975 1.13746797 3.21 0.0127
Error 20 7.08644698 0.35432235    
Corrected Total 30 18.46112673      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.616142 -1245.914 0.595250 -0.047776

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF03 1 3.39686531 3.39686531 9.59 0.0057
EXPsci_meanstd 1 1.59695032 1.59695032 4.51 0.0464
EXParts_meanstd 1 0.00031981 0.00031981 0.00 0.9763
TOTALmathM03std 1 1.01637886 1.01637886 2.87 0.1058
critlat_meanstd 1 2.18215519 2.18215519 6.16 0.0221
corrIATexpscistd 1 0.10857358 0.10857358 0.31 0.5860
pct_malestd 1 1.14234238 1.14234238 3.22 0.0877
age_meanstd 1 0.11108511 0.11108511 0.31 0.5817
GDPpcstd 1 0.14446613 0.14446613 0.41 0.5304
GGIindexstd 1 1.67554306 1.67554306 4.73 0.0418

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF03 1 1.76044156 1.76044156 4.97 0.0374
EXPsci_meanstd 1 1.54686137 1.54686137 4.37 0.0497
EXParts_meanstd 1 0.03034999 0.03034999 0.09 0.7728
TOTALmathM03std 1 1.30453144 1.30453144 3.68 0.0694
critlat_meanstd 1 2.76731038 2.76731038 7.81 0.0112
corrIATexpscistd 1 0.04469670 0.04469670 0.13 0.7262
pct_malestd 1 0.43098902 0.43098902 1.22 0.2832
age_meanstd 1 0.37571194 0.37571194 1.06 0.3154
GDPpcstd 1 0.00696004 0.00696004 0.02 0.8899
GGIindexstd 1 1.67554306 1.67554306 4.73 0.0418

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0181396793 0.12705522 0.14 0.8879
BGmathDIFF03 0.0337675072 0.01514912 2.23 0.0374
EXPsci_meanstd 0.4623181812 0.22126593 2.09 0.0497
EXParts_meanstd 0.0377087466 0.12884338 0.29 0.7728
TOTALmathM03std 0.3040038464 0.15843498 1.92 0.0694
critlat_meanstd 0.4711298685 0.16858191 2.79 0.0112
corrIATexpscistd -.0922639495 0.25977275 -0.36 0.7262
pct_malestd -.1574601264 0.14276994 -1.10 0.2832
age_meanstd -.1800315277 0.17483176 -1.03 0.3154
GDPpcstd 0.0220278335 0.15716844 0.14 0.8899
GGIindexstd 0.3230155961 0.14854053 2.17 0.0418



DV = IAT_meanstd
Correlations
 

The CORR Procedure

11 Variables: BGmathDIFF03 TOTALmathM03std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
Weight Variable: combined_03_math_weight

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum Label
BGmathDIFF03 33 -1.44878 8.17322 -47.14154 -27.00000 15.00000 BGmathDIFF03
TOTALmathM03std 33 0.12009 0.91893 3.90747 -3.19170 1.73174  
GDPpcstd 33 0.23508 0.98695 7.64910 -1.42516 1.99836  
GGIindexstd 31 0.06600 1.05224 2.03954 -2.07263 2.46789  
IAT_meanstd 33 -0.02595 0.76557 -0.84432 -2.09040 1.30914  
critlat_meanstd 33 -0.06906 0.90465 -2.24708 -1.81438 1.89957  
corrIATexpscistd 33 0.17351 0.71455 5.64564 -3.08517 1.15344  
EXPsci_meanstd 33 0.01810 0.80512 0.58881 -4.64184 1.13212  
EXParts_meanstd 33 -0.05517 0.98690 -1.79508 -2.44932 1.50975  
pct_malestd 33 -0.00838 0.90640 -0.27252 -2.80167 1.62052  
age_meanstd 33 0.05515 1.03796 1.79457 -1.84051 2.27707  

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  BGmathDIFF03 TOTALmathM03std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
BGmathDIFF03
BGmathDIFF03
1.00000
 
33
0.18630
0.2992
33
0.10045
0.5781
33
0.10808
0.5628
31
0.41344
0.0168
33
-0.14513
0.4203
33
0.17391
0.3331
33
0.21485
0.2299
33
-0.15568
0.3870
33
0.04710
0.7946
33
0.26796
0.1316
33
TOTALmathM03std
 
0.18630
0.2992
33
1.00000
 
33
0.44553
0.0094
33
-0.09652
0.6055
31
0.38325
0.0277
33
-0.32577
0.0643
33
0.06330
0.7264
33
0.22570
0.2066
33
0.02308
0.8985
33
-0.02887
0.8733
33
-0.25438
0.1531
33
GDPpcstd
 
0.10045
0.5781
33
0.44553
0.0094
33
1.00000
 
33
0.28917
0.1146
31
0.21481
0.2299
33
-0.33141
0.0596
33
0.36756
0.0353
33
0.38042
0.0290
33
0.13833
0.4427
33
0.31962
0.0698
33
0.21290
0.2342
33
GGIindexstd
 
0.10808
0.5628
31
-0.09652
0.6055
31
0.28917
0.1146
31
1.00000
 
31
0.15799
0.3960
31
-0.25925
0.1590
31
-0.03384
0.8566
31
-0.11438
0.5401
31
-0.02614
0.8890
31
-0.02369
0.8993
31
0.41014
0.0219
31
IAT_meanstd
 
0.41344
0.0168
33
0.38325
0.0277
33
0.21481
0.2299
33
0.15799
0.3960
31
1.00000
 
33
0.15973
0.3746
33
0.20002
0.2644
33
0.39654
0.0223
33
-0.00807
0.9645
33
-0.21902
0.2207
33
0.16600
0.3559
33
critlat_meanstd
 
-0.14513
0.4203
33
-0.32577
0.0643
33
-0.33141
0.0596
33
-0.25925
0.1590
31
0.15973
0.3746
33
1.00000
 
33
-0.10168
0.5734
33
-0.09041
0.6168
33
-0.07747
0.6683
33
-0.11143
0.5370
33
0.33575
0.0561
33
corrIATexpscistd
 
0.17391
0.3331
33
0.06330
0.7264
33
0.36756
0.0353
33
-0.03384
0.8566
31
0.20002
0.2644
33
-0.10168
0.5734
33
1.00000
 
33
0.70304
<.0001
33
0.38963
0.0250
33
0.35388
0.0433
33
0.14646
0.4160
33
EXPsci_meanstd
 
0.21485
0.2299
33
0.22570
0.2066
33
0.38042
0.0290
33
-0.11438
0.5401
31
0.39654
0.0223
33
-0.09041
0.6168
33
0.70304
<.0001
33
1.00000
 
33
0.10932
0.5448
33
0.24275
0.1734
33
0.22022
0.2181
33
EXParts_meanstd
 
-0.15568
0.3870
33
0.02308
0.8985
33
0.13833
0.4427
33
-0.02614
0.8890
31
-0.00807
0.9645
33
-0.07747
0.6683
33
0.38963
0.0250
33
0.10932
0.5448
33
1.00000
 
33
0.01154
0.9492
33
-0.15063
0.4028
33
pct_malestd
 
0.04710
0.7946
33
-0.02887
0.8733
33
0.31962
0.0698
33
-0.02369
0.8993
31
-0.21902
0.2207
33
-0.11143
0.5370
33
0.35388
0.0433
33
0.24275
0.1734
33
0.01154
0.9492
33
1.00000
 
33
0.28021
0.1142
33
age_meanstd
 
0.26796
0.1316
33
-0.25438
0.1531
33
0.21290
0.2342
33
0.41014
0.0219
31
0.16600
0.3559
33
0.33575
0.0561
33
0.14646
0.4160
33
0.22022
0.2181
33
-0.15063
0.4028
33
0.28021
0.1142
33
1.00000
 
33



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 33



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_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 6.29251378 2.09750459 4.88 0.0072
Error 29 12.46275384 0.42975013    
Corrected Total 32 18.75526763      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.335506 -2526.413 0.655553 -0.025948

Source DF Type I SS Mean Square F Value Pr > F
BGmathDIFF03 1 3.20585436 3.20585436 7.46 0.0106
TOTALmathM03std 1 1.82205136 1.82205136 4.24 0.0486
EXPsci_meanstd 1 1.26460807 1.26460807 2.94 0.0969

Source DF Type III SS Mean Square F Value Pr > F
BGmathDIFF03 1 1.63807248 1.63807248 3.81 0.0606
TOTALmathM03std 1 1.22481670 1.22481670 2.85 0.1021
EXPsci_meanstd 1 1.26460807 1.26460807 2.94 0.0969

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.0156325475 0.11838284 -0.13 0.8959
BGmathDIFF03 0.0286460443 0.01467257 1.95 0.0606
TOTALmathM03std 0.2208688811 0.13082989 1.69 0.1021
EXPsci_meanstd 0.2576850770 0.15021708 1.72 0.0969