DV = TIMSS03 sci gender gap grade8
Model M1
Standardized IAT

The GLM Procedure

Number of Observations Read 34
Number of Observations Used 34



DV = TIMSS03 sci gender gap grade8
Model M1
Standardized IAT

The GLM Procedure
 
Dependent Variable: BGsciDIFF03 BGsciDIFF03


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 1221.116478 1221.116478 17.61 0.0002
Error 32 2219.169320 69.349041    
Corrected Total 33 3440.285798      

R-Square Coeff Var Root MSE BGsciDIFF03 Mean
0.354946 85.86718 8.327607 9.698242

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 1221.116478 1221.116478 17.61 0.0002

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 1221.116478 1221.116478 17.61 0.0002

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 9.096181282 1.43536174 6.34 <.0001
IAT_meanstd 6.307008280 1.50302113 4.20 0.0002



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

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33



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

The GLM Procedure
 
Dependent Variable: BGsciDIFF03 BGsciDIFF03


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 999.980579 999.980579 14.26 0.0007
Error 31 2174.478406 70.144465    
Corrected Total 32 3174.458985      

R-Square Coeff Var Root MSE BGsciDIFF03 Mean
0.315008 91.51690 8.375229 9.151566

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 999.9805792 999.9805792 14.26 0.0007

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 999.9805792 999.9805792 14.26 0.0007

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 9.290713788 1.46399810 6.35 <.0001
IAT_meanstd 7.253266660 1.92103184 3.78 0.0007



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

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33



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

The GLM Procedure
 
Dependent Variable: BGsciDIFF03 BGsciDIFF03


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 1548.838273 193.604784 2.86 0.0220
Error 24 1625.620712 67.734196    
Corrected Total 32 3174.458985      

R-Square Coeff Var Root MSE BGsciDIFF03 Mean
0.487906 89.93083 8.230079 9.151566

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 999.9805792 999.9805792 14.76 0.0008
EXPsci_meanstd 1 59.9966745 59.9966745 0.89 0.3560
EXParts_meanstd 1 31.4502930 31.4502930 0.46 0.5021
TOTALsciM03std 1 6.6370888 6.6370888 0.10 0.7570
critlat_meanstd 1 128.1809909 128.1809909 1.89 0.1816
corrIATexpscistd 1 201.1720542 201.1720542 2.97 0.0977
pct_malestd 1 14.0060399 14.0060399 0.21 0.6534
age_meanstd 1 107.4145528 107.4145528 1.59 0.2200

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 487.4703069 487.4703069 7.20 0.0130
EXPsci_meanstd 1 52.9555040 52.9555040 0.78 0.3854
EXParts_meanstd 1 114.8244765 114.8244765 1.70 0.2053
TOTALsciM03std 1 7.3181602 7.3181602 0.11 0.7452
critlat_meanstd 1 182.6813700 182.6813700 2.70 0.1136
corrIATexpscistd 1 218.3914074 218.3914074 3.22 0.0852
pct_malestd 1 41.1669750 41.1669750 0.61 0.4432
age_meanstd 1 107.4145528 107.4145528 1.59 0.2200

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 7.822251853 1.59189380 4.91 <.0001
IAT_meanstd 6.586336714 2.45512629 2.68 0.0130
EXPsci_meanstd -2.506220734 2.83444319 -0.88 0.3854
EXParts_meanstd -2.217655973 1.70325993 -1.30 0.2053
TOTALsciM03std 0.630610367 1.91851032 0.33 0.7452
critlat_meanstd -3.063995575 1.86571368 -1.64 0.1136
corrIATexpscistd 6.029714414 3.35801754 1.80 0.0852
pct_malestd -1.487337712 1.90782749 -0.78 0.4432
age_meanstd 2.055566141 1.63231467 1.26 0.2200



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

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 31



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

The GLM Procedure
 
Dependent Variable: BGsciDIFF03 BGsciDIFF03


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 1747.689117 174.768912 2.56 0.0353
Error 20 1365.519699 68.275985    
Corrected Total 30 3113.208815      

R-Square Coeff Var Root MSE BGsciDIFF03 Mean
0.561379 87.97833 8.262928 9.392004

Source DF Type I SS Mean Square F Value Pr > F
IAT_meanstd 1 1061.828377 1061.828377 15.55 0.0008
EXPsci_meanstd 1 79.705929 79.705929 1.17 0.2928
EXParts_meanstd 1 11.452945 11.452945 0.17 0.6865
TOTALsciM03std 1 27.577310 27.577310 0.40 0.5323
critlat_meanstd 1 126.583254 126.583254 1.85 0.1885
corrIATexpscistd 1 136.152595 136.152595 1.99 0.1733
pct_malestd 1 16.304485 16.304485 0.24 0.6304
age_meanstd 1 77.070248 77.070248 1.13 0.3007
GDPpcstd 1 40.657044 40.657044 0.60 0.4493
GGIindexstd 1 170.356930 170.356930 2.50 0.1299

Source DF Type III SS Mean Square F Value Pr > F
IAT_meanstd 1 652.4371975 652.4371975 9.56 0.0058
EXPsci_meanstd 1 107.2981281 107.2981281 1.57 0.2244
EXParts_meanstd 1 68.8440957 68.8440957 1.01 0.3273
TOTALsciM03std 1 9.4858978 9.4858978 0.14 0.7133
critlat_meanstd 1 366.0445134 366.0445134 5.36 0.0313
corrIATexpscistd 1 221.9453931 221.9453931 3.25 0.0865
pct_malestd 1 62.6972835 62.6972835 0.92 0.3494
age_meanstd 1 260.0198441 260.0198441 3.81 0.0651
GDPpcstd 1 9.2168848 9.2168848 0.13 0.7172
GGIindexstd 1 170.3569300 170.3569300 2.50 0.1299

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 8.085220606 1.68057525 4.81 0.0001
IAT_meanstd 8.119741108 2.62667785 3.09 0.0058
EXPsci_meanstd -4.115018602 3.28253766 -1.25 0.2244
EXParts_meanstd -1.783777349 1.77640212 -1.00 0.3273
TOTALsciM03std 0.825156782 2.21376359 0.37 0.7133
critlat_meanstd -5.587382331 2.41310059 -2.32 0.0313
corrIATexpscistd 6.330232314 3.51099789 1.80 0.0865
pct_malestd -1.921015510 2.00465894 -0.96 0.3494
age_meanstd 4.331477979 2.21955980 1.95 0.0651
GDPpcstd -0.832627251 2.26617022 -0.37 0.7172
GGIindexstd -3.399633156 2.15221741 -1.58 0.1299