DV = TIMSS99 sci gender gap grade8
Model M1
Standardized IAT

The GLM Procedure

Number of Observations Read 34
Number of Observations Used 29



DV = TIMSS99 sci gender gap grade8
Model M1
Standardized IAT

The GLM Procedure
 
Dependent Variable: BGsciDIFF99 BGsciDIFF99


Weight: combined_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 709.043286 709.043286 10.98 0.0026
Error 27 1743.855497 64.587241    
Corrected Total 28 2452.898783      

R-Square Coeff Var Root MSE BGsciDIFF99 Mean
0.289063 52.26397 8.036619 15.37698

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 709.0432861 709.0432861 10.98 0.0026

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 709.0432861 709.0432861 10.98 0.0026

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 14.98473781 1.50888754 9.93 <.0001
IAT_meanstd 4.81351522 1.45277829 3.31 0.0026



DV = TIMSS99 sci gender gap grade8
Model M2
Drop outliers (Tunisia & Jordan)

The GLM Procedure

Number of Observations Read 32
Number of Observations Used 27



DV = TIMSS99 sci gender gap grade8
Model M2
Drop outliers (Tunisia & Jordan)

The GLM Procedure
 
Dependent Variable: BGsciDIFF99 BGsciDIFF99


Weight: combined_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 216.546022 216.546022 4.26 0.0496
Error 25 1271.541636 50.861665    
Corrected Total 26 1488.087657      

R-Square Coeff Var Root MSE BGsciDIFF99 Mean
0.145520 44.78872 7.131736 15.92306

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 216.5460219 216.5460219 4.26 0.0496

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 216.5460219 216.5460219 4.26 0.0496

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 15.86889099 1.38197555 11.48 <.0001
IAT_meanstd 3.61854779 1.75369675 2.06 0.0496



DV = TIMSS99 sci gender gap grade8
Model M3
add Project Implicit covariates

The GLM Procedure

Number of Observations Read 32
Number of Observations Used 27



DV = TIMSS99 sci gender gap grade8
Model M3
add Project Implicit covariates

The GLM Procedure
 
Dependent Variable: BGsciDIFF99 BGsciDIFF99


Weight: combined_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 588.950553 73.618819 1.47 0.2344
Error 18 899.137104 49.952061    
Corrected Total 26 1488.087657      

R-Square Coeff Var Root MSE BGsciDIFF99 Mean
0.395777 44.38642 7.067677 15.92306

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 216.5460219 216.5460219 4.34 0.0519
EXPsci_meanstd 1 37.9172231 37.9172231 0.76 0.3951
EXParts_meanstd 1 12.5254690 12.5254690 0.25 0.6226
TOTALsciM99std 1 32.7662955 32.7662955 0.66 0.4286
critlat_meanstd 1 234.2504287 234.2504287 4.69 0.0440
corrIATexpscistd 1 0.5465203 0.5465203 0.01 0.9179
pct_malestd 1 22.9292072 22.9292072 0.46 0.5067
age_meanstd 1 31.4693872 31.4693872 0.63 0.4377

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 0.0159252 0.0159252 0.00 0.9860
EXPsci_meanstd 1 47.7794705 47.7794705 0.96 0.3410
EXParts_meanstd 1 23.8615996 23.8615996 0.48 0.4983
TOTALsciM99std 1 78.4329340 78.4329340 1.57 0.2262
critlat_meanstd 1 240.7462964 240.7462964 4.82 0.0415
corrIATexpscistd 1 6.4114950 6.4114950 0.13 0.7243
pct_malestd 1 29.8293630 29.8293630 0.60 0.4497
age_meanstd 1 31.4693872 31.4693872 0.63 0.4377

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 16.12566946 1.53903073 10.48 <.0001
IAT_meanstd -0.05171518 2.89635611 -0.02 0.9860
EXPsci_meanstd 3.49348893 3.57203259 0.98 0.3410
EXParts_meanstd 1.17542577 1.70067818 0.69 0.4983
TOTALsciM99std 2.18545520 1.74409198 1.25 0.2262
critlat_meanstd 4.71489371 2.14767621 2.20 0.0415
corrIATexpscistd -1.29341759 3.61023787 -0.36 0.7243
pct_malestd 1.28892056 1.66794171 0.77 0.4497
age_meanstd -1.43405119 1.80674649 -0.79 0.4377



DV = TIMSS99 sci gender gap grade8
Model M4
add other Natl indicators

The GLM Procedure

Number of Observations Read 32
Number of Observations Used 25



DV = TIMSS99 sci gender gap grade8
Model M4
add other Natl indicators

The GLM Procedure
 
Dependent Variable: BGsciDIFF99 BGsciDIFF99


Weight: combined_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 722.651279 72.265128 1.33 0.3061
Error 14 763.366943 54.526210    
Corrected Total 24 1486.018222      

R-Square Coeff Var Root MSE BGsciDIFF99 Mean
0.486300 46.39208 7.384186 15.91691

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 220.5718685 220.5718685 4.05 0.0640
EXPsci_meanstd 1 40.8100744 40.8100744 0.75 0.4015
EXParts_meanstd 1 15.8365971 15.8365971 0.29 0.5984
TOTALsciM99std 1 43.5117878 43.5117878 0.80 0.3868
critlat_meanstd 1 236.6299704 236.6299704 4.34 0.0560
corrIATexpscistd 1 7.2443979 7.2443979 0.13 0.7209
pct_malestd 1 21.8301506 21.8301506 0.40 0.5371
age_meanstd 1 55.3500867 55.3500867 1.02 0.3308
GDPpcstd 1 10.7739764 10.7739764 0.20 0.6635
GGIindexstd 1 70.0923693 70.0923693 1.29 0.2759

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 10.72813036 10.72813036 0.20 0.6641
EXPsci_meanstd 1 7.92429142 7.92429142 0.15 0.7088
EXParts_meanstd 1 54.82714248 54.82714248 1.01 0.3330
TOTALsciM99std 1 40.23725465 40.23725465 0.74 0.4048
critlat_meanstd 1 18.15456205 18.15456205 0.33 0.5731
corrIATexpscistd 1 3.52512958 3.52512958 0.06 0.8030
pct_malestd 1 2.38609298 2.38609298 0.04 0.8373
age_meanstd 1 0.61320154 0.61320154 0.01 0.9170
GDPpcstd 1 12.86642937 12.86642937 0.24 0.6346
GGIindexstd 1 70.09236934 70.09236934 1.29 0.2759

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 15.32477061 2.09766144 7.31 <.0001
IAT_meanstd 1.76213589 3.97264752 0.44 0.6641
EXPsci_meanstd 1.94053588 5.09030863 0.38 0.7088
EXParts_meanstd 2.02462939 2.01906540 1.00 0.3330
TOTALsciM99std 2.05040560 2.38686725 0.86 0.4048
critlat_meanstd 2.15290202 3.73107547 0.58 0.5731
corrIATexpscistd -1.12847275 4.43819306 -0.25 0.8030
pct_malestd 0.43340907 2.07184360 0.21 0.8373
age_meanstd 0.29127133 2.74662123 0.11 0.9170
GDPpcstd -1.12528800 2.31652677 -0.49 0.6346
GGIindexstd -3.96223311 3.49467915 -1.13 0.2759