DV = TIMSS99 math gender gap grade8
Model M1
Standardized IAT

The GLM Procedure

Number of Observations Read 34
Number of Observations Used 29



DV = TIMSS99 math gender gap grade8
Model M1
Standardized 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 1 345.485571 345.485571 5.32 0.0290
Error 27 1753.381211 64.940045    
Corrected Total 28 2098.866782      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.164606 178.5120 8.058539 4.514284

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 345.4855711 345.4855711 5.32 0.0290

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 345.4855711 345.4855711 5.32 0.0290

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 4.194892437 1.51468216 2.77 0.0100
IAT_meanstd 3.196479567 1.38584056 2.31 0.0290



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

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28



DV = TIMSS99 math gender gap grade8
Model M2
Drop outlier (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 M3
add Project Implicit covariates

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 28



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

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 115.759274 14.469909 0.21 0.9862
Error 19 1337.164538 70.377081    
Corrected Total 27 1452.923812      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.079673 250.2019 8.389105 3.352934

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 4.18135097 4.18135097 0.06 0.8100
EXPsci_meanstd 1 18.12456366 18.12456366 0.26 0.6177
EXParts_meanstd 1 7.91859484 7.91859484 0.11 0.7410
TOTALmathM99std 1 21.56321845 21.56321845 0.31 0.5864
critlat_meanstd 1 35.70649959 35.70649959 0.51 0.4849
corrIATexpscistd 1 3.18183933 3.18183933 0.05 0.8339
pct_malestd 1 25.04454350 25.04454350 0.36 0.5579
age_meanstd 1 0.03866359 0.03866359 0.00 0.9815

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 3.37628189 3.37628189 0.05 0.8290
EXPsci_meanstd 1 14.93734760 14.93734760 0.21 0.6502
EXParts_meanstd 1 4.08337979 4.08337979 0.06 0.8122
TOTALmathM99std 1 11.47953764 11.47953764 0.16 0.6908
critlat_meanstd 1 28.82600842 28.82600842 0.41 0.5298
corrIATexpscistd 1 6.81543309 6.81543309 0.10 0.7590
pct_malestd 1 24.70580393 24.70580393 0.35 0.5605
age_meanstd 1 0.03866359 0.03866359 0.00 0.9815

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 3.802142555 1.76803093 2.15 0.0446
IAT_meanstd 0.588246965 2.68569055 0.22 0.8290
EXPsci_meanstd 1.538889055 3.34030553 0.46 0.6502
EXParts_meanstd -0.453679842 1.88345488 -0.24 0.8122
TOTALmathM99std -0.854190236 2.11498859 -0.40 0.6908
critlat_meanstd 1.321496004 2.06485341 0.64 0.5298
corrIATexpscistd -1.140834469 3.66599214 -0.31 0.7590
pct_malestd 1.214356743 2.04956841 0.59 0.5605
age_meanstd -0.049698989 2.12037223 -0.02 0.9815



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

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 26



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

The GLM Procedure
 
Dependent Variable: BGmathDIFF99 BGmathDIFF99


Weight: combined_99_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 341.917311 34.191731 0.47 0.8834
Error 15 1086.524122 72.434941    
Corrected Total 25 1428.441434      

R-Square Coeff Var Root MSE BGmathDIFF99 Mean
0.239364 242.9277 8.510872 3.503459

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 6.4405717 6.4405717 0.09 0.7697
EXPsci_meanstd 1 20.6134019 20.6134019 0.28 0.6015
EXParts_meanstd 1 6.5903729 6.5903729 0.09 0.7671
TOTALmathM99std 1 15.5347870 15.5347870 0.21 0.6499
critlat_meanstd 1 26.0179656 26.0179656 0.36 0.5579
corrIATexpscistd 1 3.2991098 3.2991098 0.05 0.8339
pct_malestd 1 24.4317786 24.4317786 0.34 0.5700
age_meanstd 1 0.1932726 0.1932726 0.00 0.9595
GDPpcstd 1 1.3246611 1.3246611 0.02 0.8942
GGIindexstd 1 237.4713901 237.4713901 3.28 0.0903

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 79.3086486 79.3086486 1.09 0.3120
EXPsci_meanstd 1 7.5085213 7.5085213 0.10 0.7519
EXParts_meanstd 1 1.5234739 1.5234739 0.02 0.8866
TOTALmathM99std 1 53.3265439 53.3265439 0.74 0.4044
critlat_meanstd 1 63.5356950 63.5356950 0.88 0.3638
corrIATexpscistd 1 3.3649191 3.3649191 0.05 0.8323
pct_malestd 1 4.5279009 4.5279009 0.06 0.8060
age_meanstd 1 68.3310229 68.3310229 0.94 0.3468
GDPpcstd 1 3.9813933 3.9813933 0.05 0.8178
GGIindexstd 1 237.4713901 237.4713901 3.28 0.0903

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 2.154453462 2.08254718 1.03 0.3173
IAT_meanstd 3.252297970 3.10816532 1.05 0.3120
EXPsci_meanstd -1.249998540 3.88245431 -0.32 0.7519
EXParts_meanstd 0.302315432 2.08457186 0.15 0.8866
TOTALmathM99std -2.361059928 2.75175237 -0.86 0.4044
critlat_meanstd -3.009621957 3.21349117 -0.94 0.3638
corrIATexpscistd -0.857368655 3.97790444 -0.22 0.8323
pct_malestd -0.588562023 2.35406167 -0.25 0.8060
age_meanstd 2.803543125 2.88650515 0.97 0.3468
GDPpcstd -0.629960549 2.68701363 -0.23 0.8178
GGIindexstd -6.870786539 3.79467744 -1.81 0.0903