DV = TIMSS99 math gender gap grade8
Model M2
Drop outliers (Tunisia)

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M2
Drop outliers (Tunisia)

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 4.181351 4.181351 0.08 0.7863
Error 26 1448.742461 55.720864    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.002878 222.6301 7.464641 3.352934

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 4.18135097 4.18135097 0.08 0.7863

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 4.18135097 4.18135097 0.08 0.7863

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.390230126 1.44464107 2.35 0.0268
IAT_meanstd 0.474700703 1.73288796 0.27 0.7863


DV = TIMSS99 math gender gap grade8
Model M4 breakdown
Project Implicit covariates individually and with IAT

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown
Project Implicit covariates individually and with IAT

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 22.289204 22.289204 0.41 0.5300
Error 26 1430.634608 55.024408    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.015341 221.2344 7.417844 3.352934

Source DF Type I SS Mean Square F Value Pr > F
EXPsci_meanstd 1 22.28920396 22.28920396 0.41 0.5300

Source DF Type III SS Mean Square F Value Pr > F
EXPsci_meanstd 1 22.28920396 22.28920396 0.41 0.5300

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.342367119 1.42929120 2.34 0.0273
EXPsci_meanstd 0.974459520 1.53106706 0.64 0.5300


DV = TIMSS99 math gender gap grade8
Model M4 breakdown
Project Implicit covariates individually and with IAT

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown
Project Implicit covariates individually and with IAT

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 22.305915 11.152957 0.19 0.8242
Error 25 1430.617898 57.224716    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.015352 225.6144 7.564702 3.352934

Source DF Type I SS Mean Square F Value Pr > F
EXPsci_meanstd 1 22.28920396 22.28920396 0.39 0.5382
IAT_meanstd 1 0.01671067 0.01671067 0.00 0.9865

Source DF Type III SS Mean Square F Value Pr > F
EXPsci_meanstd 1 18.12456366 18.12456366 0.32 0.5786
IAT_meanstd 1 0.01671067 0.01671067 0.00 0.9865

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.345079123 1.46620261 2.28 0.0313
EXPsci_meanstd 0.962531392 1.71030256 0.56 0.5786
IAT_meanstd 0.032871774 1.92361425 0.02 0.9865


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 5.725818 5.725818 0.10 0.7510
Error 26 1447.197995 55.661461    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.003941 222.5114 7.460661 3.352934

Source DF Type I SS Mean Square F Value Pr > F
EXParts_meanstd 1 5.72581757 5.72581757 0.10 0.7510

Source DF Type III SS Mean Square F Value Pr > F
EXParts_meanstd 1 5.72581757 5.72581757 0.10 0.7510

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.366092206 1.43802965 2.34 0.0272
EXParts_meanstd -0.477134586 1.48764548 -0.32 0.7510


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 9.658016 4.829008 0.08 0.9200
Error 25 1443.265796 57.730632    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.006647 226.6095 7.598068 3.352934

Source DF Type I SS Mean Square F Value Pr > F
EXParts_meanstd 1 5.72581757 5.72581757 0.10 0.7554
IAT_meanstd 1 3.93219859 3.93219859 0.07 0.7962

Source DF Type III SS Mean Square F Value Pr > F
EXParts_meanstd 1 5.47666519 5.47666519 0.09 0.7606
IAT_meanstd 1 3.93219859 3.93219859 0.07 0.7962

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.401987359 1.47095869 2.31 0.0293
EXParts_meanstd -0.466797585 1.51556183 -0.31 0.7606
IAT_meanstd 0.460497890 1.76446512 0.26 0.7962


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 7.232662 7.232662 0.13 0.7213
Error 26 1445.691150 55.603506    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.004978 222.3955 7.456776 3.352934

Source DF Type I SS Mean Square F Value Pr > F
TOTALmathM99std 1 7.23266235 7.23266235 0.13 0.7213

Source DF Type III SS Mean Square F Value Pr > F
TOTALmathM99std 1 7.23266235 7.23266235 0.13 0.7213

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.437494801 1.45570148 2.36 0.0260
TOTALmathM99std -0.544521034 1.50979037 -0.36 0.7213


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 17.438099 8.719050 0.15 0.8599
Error 25 1435.485713 57.419429    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.012002 225.9979 7.577561 3.352934

Source DF Type I SS Mean Square F Value Pr > F
TOTALmathM99std 1 7.23266235 7.23266235 0.13 0.7256
IAT_meanstd 1 10.20543667 10.20543667 0.18 0.6769

Source DF Type III SS Mean Square F Value Pr > F
TOTALmathM99std 1 13.25674805 13.25674805 0.23 0.6351
IAT_meanstd 1 10.20543667 10.20543667 0.18 0.6769

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.537469297 1.49816790 2.36 0.0263
TOTALmathM99std -0.787494858 1.63892341 -0.48 0.6351
IAT_meanstd 0.792211277 1.87912062 0.42 0.6769


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 37.317777 37.317777 0.69 0.4153
Error 26 1415.606035 54.446386    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.025685 220.0693 7.378779 3.352934

Source DF Type I SS Mean Square F Value Pr > F
critlat_meanstd 1 37.31777738 37.31777738 0.69 0.4153

Source DF Type III SS Mean Square F Value Pr > F
critlat_meanstd 1 37.31777738 37.31777738 0.69 0.4153

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.425539123 1.42437061 2.40 0.0236
critlat_meanstd 1.255442836 1.51643426 0.83 0.4153


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 39.152804 19.576402 0.35 0.7107
Error 25 1413.771008 56.550840    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.026948 224.2821 7.520029 3.352934

Source DF Type I SS Mean Square F Value Pr > F
critlat_meanstd 1 37.31777738 37.31777738 0.66 0.4243
IAT_meanstd 1 1.83502685 1.83502685 0.03 0.8585

Source DF Type III SS Mean Square F Value Pr > F
critlat_meanstd 1 34.97145326 34.97145326 0.62 0.4390
IAT_meanstd 1 1.83502685 1.83502685 0.03 0.8585

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.448555172 1.45724910 2.37 0.0260
critlat_meanstd 1.223372272 1.55568378 0.79 0.4390
IAT_meanstd 0.316552326 1.75729159 0.18 0.8585


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 6.084958 6.084958 0.11 0.7435
Error 26 1446.838855 55.647648    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.004188 222.4838 7.459735 3.352934

Source DF Type I SS Mean Square F Value Pr > F
corrIATexpscistd 1 6.08495765 6.08495765 0.11 0.7435

Source DF Type III SS Mean Square F Value Pr > F
corrIATexpscistd 1 6.08495765 6.08495765 0.11 0.7435

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.263916234 1.46225881 2.23 0.0344
corrIATexpscistd 0.612664572 1.85275245 0.33 0.7435


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 8.520596 4.260298 0.07 0.9291
Error 25 1444.403216 57.776129    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.005864 226.6988 7.601061 3.352934

Source DF Type I SS Mean Square F Value Pr > F
corrIATexpscistd 1 6.08495765 6.08495765 0.11 0.7482
IAT_meanstd 1 2.43563829 2.43563829 0.04 0.8390

Source DF Type III SS Mean Square F Value Pr > F
corrIATexpscistd 1 4.33924497 4.33924497 0.08 0.7863
IAT_meanstd 1 2.43563829 2.43563829 0.04 0.8390

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.305157232 1.50343965 2.20 0.0374
corrIATexpscistd 0.529222007 1.93110118 0.27 0.7863
IAT_meanstd 0.370599461 1.80498088 0.21 0.8390


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 26.351899 26.351899 0.48 0.4944
Error 26 1426.571914 54.868151    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.018137 220.9201 7.407304 3.352934

Source DF Type I SS Mean Square F Value Pr > F
pct_malestd 1 26.35189850 26.35189850 0.48 0.4944

Source DF Type III SS Mean Square F Value Pr > F
pct_malestd 1 26.35189850 26.35189850 0.48 0.4944

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.385111137 1.42791909 2.37 0.0255
pct_malestd 0.996678012 1.43816622 0.69 0.4944


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 40.293646 20.146823 0.36 0.7036
Error 25 1412.630167 56.505207    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.027733 224.1915 7.516995 3.352934

Source DF Type I SS Mean Square F Value Pr > F
pct_malestd 1 26.35189850 26.35189850 0.47 0.5009
IAT_meanstd 1 13.94174715 13.94174715 0.25 0.6237

Source DF Type III SS Mean Square F Value Pr > F
pct_malestd 1 36.11229469 36.11229469 0.64 0.4316
IAT_meanstd 1 13.94174715 13.94174715 0.25 0.6237

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.463679117 1.45767145 2.38 0.0255
pct_malestd 1.221623413 1.52810796 0.80 0.4316
IAT_meanstd 0.907571912 1.82711835 0.50 0.6237


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 36.083643 36.083643 0.66 0.4232
Error 26 1416.840169 54.493853    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.024835 220.1652 7.381995 3.352934

Source DF Type I SS Mean Square F Value Pr > F
age_meanstd 1 36.08364313 36.08364313 0.66 0.4232

Source DF Type III SS Mean Square F Value Pr > F
age_meanstd 1 36.08364313 36.08364313 0.66 0.4232

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.521629489 1.43731707 2.45 0.0213
age_meanstd 1.220082279 1.49936610 0.81 0.4232


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 38.254278 19.127139 0.34 0.7164
Error 25 1414.669534 56.586781    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.026329 224.3533 7.522419 3.352934

Source DF Type I SS Mean Square F Value Pr > F
age_meanstd 1 36.08364313 36.08364313 0.64 0.4321
IAT_meanstd 1 2.17063498 2.17063498 0.04 0.8463

Source DF Type III SS Mean Square F Value Pr > F
age_meanstd 1 34.07292715 34.07292715 0.60 0.4450
IAT_meanstd 1 2.17063498 2.17063498 0.04 0.8463

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.544624465 1.46935653 2.41 0.0235
age_meanstd 1.191135353 1.53501947 0.78 0.4450
IAT_meanstd 0.343619202 1.75445213 0.20 0.8463


DV = TIMSS99 math gender gap grade8
Model M5 breakdown
GDP and GGI individually and with IAT effect

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M5 breakdown
GDP and GGI individually and with IAT effect

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 3.869521 3.869521 0.07 0.7942
Error 26 1449.054292 55.732857    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.002663 222.6541 7.465444 3.352934

Source DF Type I SS Mean Square F Value Pr > F
GDPpcstd 1 3.86952056 3.86952056 0.07 0.7942

Source DF Type III SS Mean Square F Value Pr > F
GDPpcstd 1 3.86952056 3.86952056 0.07 0.7942

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.373650127 1.44051299 2.34 0.0271
GDPpcstd -0.398046821 1.51064089 -0.26 0.7942


DV = TIMSS99 math gender gap grade8
Model M5 breakdown
GDP and GGI individually and with IAT effect

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28


DV = TIMSS99 math gender gap grade8
Model M5 breakdown
GDP and GGI individually and with IAT effect

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 11.010582 5.505291 0.10 0.9093
Error 25 1441.913230 57.676529    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.007578 226.5033 7.594507 3.352934

Source DF Type I SS Mean Square F Value Pr > F
GDPpcstd 1 3.86952056 3.86952056 0.07 0.7977
IAT_meanstd 1 7.14106148 7.14106148 0.12 0.7279

Source DF Type III SS Mean Square F Value Pr > F
GDPpcstd 1 6.82923107 6.82923107 0.12 0.7336
IAT_meanstd 1 7.14106148 7.14106148 0.12 0.7279

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.432111978 1.47480513 2.33 0.0284
GDPpcstd -0.549025098 1.59553323 -0.34 0.7336
IAT_meanstd 0.644085710 1.83046672 0.35 0.7279


DV = TIMSS99 math gender gap grade8
Model M5 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 26


DV = TIMSS99 math gender gap grade8
Model M5 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 161.073162 161.073162 3.05 0.0935
Error 24 1267.368272 52.807011    
Corrected Total 25 1428.441434      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.112761 207.4191 7.266843 3.503459

Source DF Type I SS Mean Square F Value Pr > F
GGIindexstd 1 161.0731620 161.0731620 3.05 0.0935

Source DF Type III SS Mean Square F Value Pr > F
GGIindexstd 1 161.0731620 161.0731620 3.05 0.0935

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 2.505029219 1.55677059 1.61 0.1207
GGIindexstd -3.223239583 1.84555414 -1.75 0.0935


DV = TIMSS99 math gender gap grade8
Model M5 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 26


DV = TIMSS99 math gender gap grade8
Model M5 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 183.245564 91.622782 1.69 0.2062
Error 23 1245.195870 54.138951    
Corrected Total 25 1428.441434      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.128284 210.0186 7.357918 3.503459

Source DF Type I SS Mean Square F Value Pr > F
GGIindexstd 1 161.0731620 161.0731620 2.98 0.0980
IAT_meanstd 1 22.1724016 22.1724016 0.41 0.5285

Source DF Type III SS Mean Square F Value Pr > F
GGIindexstd 1 176.8049919 176.8049919 3.27 0.0838
IAT_meanstd 1 22.1724016 22.1724016 0.41 0.5285

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 2.566786764 1.57923263 1.63 0.1177
GGIindexstd -3.424439151 1.89494719 -1.81 0.0838
IAT_meanstd 1.120666020 1.75115567 0.64 0.5285