DV = TIMSS03 math gender gap grade8
Model M1
Standardized IAT

The GLM Procedure

Number of Observations Read 34
Number of Observations Used 34


DV = TIMSS03 math gender gap grade8
Model M1
Standardized IAT

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1160.631132 1160.631132 19.73 <.0001
Error 32 1882.683943 58.833873    
Corrected Total 33 3043.315074      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.381371 -2160.204 7.670324 -0.355074

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 1160.631132 1160.631132 19.73 <.0001

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 1160.631132 1160.631132 19.73 <.0001

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.002730057 1.32350705 -0.76 0.4542
IAT_meanstd 5.987604131 1.34809250 4.44 <.0001


DV = TIMSS03 math gender gap grade8
Model M2
Drop outlier (Tunisia)

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M2
Drop outlier (Tunisia)

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 365.389949 365.389949 6.39 0.0168
Error 31 1772.257465 57.169596    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.170931 -521.8915 7.561058 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 365.3899488 365.3899488 6.39 0.0168

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 365.3899488 365.3899488 6.39 0.0168

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.334249480 1.32628043 -1.01 0.3222
IAT_meanstd 4.413840806 1.74590628 2.53 0.0168


DV = TIMSS03 math gender gap grade8
Model M3
add Project Implicit covariates

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M3
add Project Implicit covariates

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 717.626892 89.703362 1.52 0.2037
Error 24 1420.020521 59.167522    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.335709 -530.9325 7.692043 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 365.3899488 365.3899488 6.18 0.0203
EXPsci_meanstd 1 6.5719073 6.5719073 0.11 0.7418
EXParts_meanstd 1 54.9636322 54.9636322 0.93 0.3447
TOTALmathM03std 1 1.7121459 1.7121459 0.03 0.8663
critlat_meanstd 1 109.0839667 109.0839667 1.84 0.1872
corrIATexpscistd 1 50.7055179 50.7055179 0.86 0.3638
pct_malestd 1 13.5173195 13.5173195 0.23 0.6370
age_meanstd 1 115.6824540 115.6824540 1.96 0.1748

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 223.5443720 223.5443720 3.78 0.0637
EXPsci_meanstd 1 29.9468894 29.9468894 0.51 0.4837
EXParts_meanstd 1 64.6116659 64.6116659 1.09 0.3064
TOTALmathM03std 1 0.7345792 0.7345792 0.01 0.9122
critlat_meanstd 1 152.9377611 152.9377611 2.58 0.1210
corrIATexpscistd 1 38.4021981 38.4021981 0.65 0.4284
pct_malestd 1 0.0142025 0.0142025 0.00 0.9878
age_meanstd 1 115.6824540 115.6824540 1.96 0.1748

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -2.173841774 1.50744393 -1.44 0.1622
IAT_meanstd 4.641509146 2.38791591 1.94 0.0637
EXPsci_meanstd -1.915799283 2.69287278 -0.71 0.4837
EXParts_meanstd -1.658177303 1.58678171 -1.04 0.3064
TOTALmathM03std 0.208721317 1.87322176 0.11 0.9122
critlat_meanstd -2.830878397 1.76078180 -1.61 0.1210
corrIATexpscistd 2.555888823 3.17252904 0.81 0.4284
pct_malestd -0.028452878 1.83647676 -0.02 0.9878
age_meanstd 2.256172856 1.61354214 1.40 0.1748


DV = TIMSS03 math gender gap grade8
Model M4
add other Natl indicators

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 31


DV = TIMSS03 math gender gap grade8
Model M4
add other Natl indicators

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 876.529106 87.652911 1.42 0.2425
Error 20 1236.692131 61.834607    
Corrected Total 30 2113.221237      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.414783 -606.5004 7.863498 -1.296536

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 388.8347665 388.8347665 6.29 0.0209
EXPsci_meanstd 1 10.8726551 10.8726551 0.18 0.6794
EXParts_meanstd 1 39.5089035 39.5089035 0.64 0.4335
TOTALmathM03std 1 9.9747161 9.9747161 0.16 0.6922
critlat_meanstd 1 105.2361658 105.2361658 1.70 0.2069
corrIATexpscistd 1 34.8909841 34.8909841 0.56 0.4613
pct_malestd 1 12.1996281 12.1996281 0.20 0.6617
age_meanstd 1 101.6490482 101.6490482 1.64 0.2145
GDPpcstd 1 90.6004607 90.6004607 1.47 0.2402
GGIindexstd 1 82.7617773 82.7617773 1.34 0.2609

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 307.2236666 307.2236666 4.97 0.0374
EXPsci_meanstd 1 65.6669369 65.6669369 1.06 0.3151
EXParts_meanstd 1 40.8714208 40.8714208 0.66 0.4258
TOTALmathM03std 1 3.8277149 3.8277149 0.06 0.8061
critlat_meanstd 1 289.1171973 289.1171973 4.68 0.0429
corrIATexpscistd 1 56.9275573 56.9275573 0.92 0.3488
pct_malestd 1 0.0567548 0.0567548 0.00 0.9761
age_meanstd 1 249.7303227 249.7303227 4.04 0.0582
GDPpcstd 1 48.6850940 48.6850940 0.79 0.3855
GGIindexstd 1 82.7617773 82.7617773 1.34 0.2609

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.917241664 1.62366340 -1.18 0.2515
IAT_meanstd 5.892940499 2.64375084 2.23 0.0374
EXPsci_meanstd -3.239876386 3.14391548 -1.03 0.3151
EXParts_meanstd -1.364395399 1.67820952 -0.81 0.4258
TOTALmathM03std 0.565773455 2.27399014 0.25 0.8061
critlat_meanstd -5.112296005 2.36425780 -2.16 0.0429
corrIATexpscistd 3.229597488 3.36591330 0.96 0.3488
pct_malestd -0.058850383 1.94251296 -0.03 0.9761
age_meanstd 4.344445499 2.16179504 2.01 0.0582
GDPpcstd -1.807976315 2.03756059 -0.89 0.3855
GGIindexstd -2.443888529 2.11242982 -1.16 0.2609