DV = TIMSS03 math gender gap grade8
Model M3
Drop outliers (Tunisia)

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M3
Drop outliers (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 M4 breakdown
Project Implicit covariates individually and with IAT

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown
Project Implicit covariates individually and with 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 98.671139 98.671139 1.50 0.2299
Error 31 2038.976274 65.773428    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.046159 -559.7871 8.110082 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
EXPsci_meanstd 1 98.67113942 98.67113942 1.50 0.2299

Source DF Type III SS Mean Square F Value Pr > F
EXPsci_meanstd 1 98.67113942 98.67113942 1.50 0.2299

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.488246739 1.42211936 -1.05 0.3034
EXPsci_meanstd 2.181008280 1.78068656 1.22 0.2299


DV = TIMSS03 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 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown
Project Implicit covariates individually and with 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 2 371.961856 185.980928 3.16 0.0568
Error 30 1765.685557 58.856185    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.174005 -529.5338 7.671778 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
EXPsci_meanstd 1 98.6711394 98.6711394 1.68 0.2053
IAT_meanstd 1 273.2907167 273.2907167 4.64 0.0393

Source DF Type III SS Mean Square F Value Pr > F
EXPsci_meanstd 1 6.5719073 6.5719073 0.11 0.7406
IAT_meanstd 1 273.2907167 273.2907167 4.64 0.0393

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.351979373 1.34674747 -1.00 0.3235
EXPsci_meanstd 0.613136262 1.83487863 0.33 0.7406
IAT_meanstd 4.158147117 1.92967187 2.15 0.0393


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

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 51.805764 51.805764 0.77 0.3870
Error 31 2085.841649 67.285214    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.024235 -566.1838 8.202757 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
EXParts_meanstd 1 51.80576406 51.80576406 0.77 0.3870

Source DF Type III SS Mean Square F Value Pr > F
EXParts_meanstd 1 51.80576406 51.80576406 0.77 0.3870

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.519905011 1.44028350 -1.06 0.2995
EXParts_meanstd -1.289260567 1.46930338 -0.88 0.3870


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 415.002313 207.501157 3.61 0.0393
Error 30 1722.645100 57.421503    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.194140 -523.0400 7.577698 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
EXParts_meanstd 1 51.8057641 51.8057641 0.90 0.3498
IAT_meanstd 1 363.1965494 363.1965494 6.33 0.0175

Source DF Type III SS Mean Square F Value Pr > F
EXParts_meanstd 1 49.6123646 49.6123646 0.86 0.3600
IAT_meanstd 1 363.1965494 363.1965494 6.33 0.0175

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.404195572 1.33132758 -1.05 0.3000
EXParts_meanstd -1.261713533 1.35738510 -0.93 0.3600
IAT_meanstd 4.400716219 1.74980554 2.51 0.0175


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

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 74.195418 74.195418 1.11 0.2992
Error 31 2063.451995 66.562968    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.034709 -563.1369 8.158613 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
TOTALmathM03std 1 74.19541848 74.19541848 1.11 0.2992

Source DF Type III SS Mean Square F Value Pr > F
TOTALmathM03std 1 74.19541848 74.19541848 1.11 0.2992

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.647766298 1.44262683 -1.14 0.2621
TOTALmathM03std 1.657026956 1.56948571 1.06 0.2992


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 367.333588 183.666794 3.11 0.0591
Error 30 1770.313825 59.010461    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.171840 -530.2274 7.681827 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
TOTALmathM03std 1 74.1954185 74.1954185 1.26 0.2711
IAT_meanstd 1 293.1381699 293.1381699 4.97 0.0335

Source DF Type III SS Mean Square F Value Pr > F
TOTALmathM03std 1 1.9436396 1.9436396 0.03 0.8572
IAT_meanstd 1 293.1381699 293.1381699 4.97 0.0335

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.372584483 1.36391999 -1.01 0.3223
TOTALmathM03std 0.290365447 1.59993216 0.18 0.8572
IAT_meanstd 4.280264329 1.92043188 2.23 0.0335


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

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 45.025408 45.025408 0.67 0.4203
Error 31 2092.622005 67.503936    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.021063 -567.1033 8.216078 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
critlat_meanstd 1 45.02540828 45.02540828 0.67 0.4203

Source DF Type III SS Mean Square F Value Pr > F
critlat_meanstd 1 45.02540828 45.02540828 0.67 0.4203

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.539330049 1.44459713 -1.07 0.2948
critlat_meanstd -1.311212464 1.60549437 -0.82 0.4203


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 463.207883 231.603941 4.15 0.0256
Error 30 1674.439531 55.814651    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.216690 -515.6698 7.470920 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
critlat_meanstd 1 45.0254083 45.0254083 0.81 0.3763
IAT_meanstd 1 418.1824747 418.1824747 7.49 0.0103

Source DF Type III SS Mean Square F Value Pr > F
critlat_meanstd 1 97.8179342 97.8179342 1.75 0.1956
IAT_meanstd 1 418.1824747 418.1824747 7.49 0.0103

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.459862845 1.31390012 -1.11 0.2754
critlat_meanstd -1.957786922 1.47887098 -1.32 0.1956
IAT_meanstd 4.783361701 1.74752909 2.74 0.0103


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

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 64.655826 64.655826 0.97 0.3331
Error 31 2072.991587 66.870696    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.030246 -564.4371 8.177450 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
corrIATexpscistd 1 64.65582614 64.65582614 0.97 0.3331

Source DF Type III SS Mean Square F Value Pr > F
corrIATexpscistd 1 64.65582614 64.65582614 0.97 0.3331

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.793928869 1.47591185 -1.22 0.2334
corrIATexpscistd 1.989274034 2.02305972 0.98 0.3331


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 383.918826 191.959413 3.28 0.0513
Error 30 1753.728587 58.457620    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.179599 -527.7378 7.645758 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
corrIATexpscistd 1 64.6558261 64.6558261 1.11 0.3013
IAT_meanstd 1 319.2630003 319.2630003 5.46 0.0263

Source DF Type III SS Mean Square F Value Pr > F
corrIATexpscistd 1 18.5288777 18.5288777 0.32 0.5776
IAT_meanstd 1 319.2630003 319.2630003 5.46 0.0263

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.528093481 1.38462954 -1.10 0.2785
corrIATexpscistd 1.086879034 1.93053294 0.56 0.5776
IAT_meanstd 4.210934975 1.80187559 2.34 0.0263


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

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 4.742148 4.742148 0.07 0.7946
Error 31 2132.905265 68.803396    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.002218 -572.5357 8.294781 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
pct_malestd 1 4.74214844 4.74214844 0.07 0.7946

Source DF Type III SS Mean Square F Value Pr > F
pct_malestd 1 4.74214844 4.74214844 0.07 0.7946

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.445222696 1.45419646 -0.99 0.3280
pct_malestd 0.424710390 1.61774568 0.26 0.7946


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 407.934019 203.967010 3.54 0.0417
Error 30 1729.713394 57.657113    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.190833 -524.1120 7.593228 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
pct_malestd 1 4.7421484 4.7421484 0.08 0.7762
IAT_meanstd 1 403.1918709 403.1918709 6.99 0.0129

Source DF Type III SS Mean Square F Value Pr > F
pct_malestd 1 42.5440705 42.5440705 0.74 0.3972
IAT_meanstd 1 403.1918709 403.1918709 6.99 0.0129

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.314557692 1.33212066 -0.99 0.3316
pct_malestd 1.303764885 1.51777085 0.86 0.3972
IAT_meanstd 4.751915364 1.79696352 2.64 0.0129


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 153.492922 153.492922 2.40 0.1316
Error 31 1984.154492 64.004984    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.071805 -552.2103 8.000311 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
age_meanstd 1 153.4929219 153.4929219 2.40 0.1316

Source DF Type III SS Mean Square F Value Pr > F
age_meanstd 1 153.4929219 153.4929219 2.40 0.1316

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.565151430 1.40452247 -1.11 0.2737
age_meanstd 2.110030269 1.36254672 1.55 0.1316


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = TIMSS03 math gender gap grade8
Model M4 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 452.732544 226.366272 4.03 0.0282
Error 30 1684.914869 56.163829    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.211790 -517.2803 7.494253 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
age_meanstd 1 153.4929219 153.4929219 2.73 0.1087
IAT_meanstd 1 299.2396226 299.2396226 5.33 0.0281

Source DF Type III SS Mean Square F Value Pr > F
age_meanstd 1 87.3425957 87.3425957 1.56 0.2220
IAT_meanstd 1 299.2396226 299.2396226 5.33 0.0281

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.432694966 1.31693045 -1.09 0.2853
age_meanstd 1.614081458 1.29431730 1.25 0.2220
IAT_meanstd 4.050566895 1.75482824 2.31 0.0281


DV = TIMSS03 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 33


DV = TIMSS03 math gender gap grade8
Model M5 breakdown
GDP and GGI individually and with IAT effect

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 21.569180 21.569180 0.32 0.5781
Error 31 2116.078233 68.260588    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.010090 -570.2728 8.261997 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
GDPpcstd 1 21.56918012 21.56918012 0.32 0.5781

Source DF Type III SS Mean Square F Value Pr > F
GDPpcstd 1 21.56918012 21.56918012 0.32 0.5781

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.644329650 1.48957723 -1.10 0.2781
GDPpcstd 0.831857382 1.47984786 0.56 0.5781


DV = TIMSS03 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 33


DV = TIMSS03 math gender gap grade8
Model M5 breakdown
GDP and GGI individually and with IAT effect

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 365.693468 182.846734 3.10 0.0599
Error 30 1771.953945 59.065132    
Corrected Total 32 2137.647413      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.171073 -530.4729 7.685384 -1.448780

Source DF Type I SS Mean Square F Value Pr > F
GDPpcstd 1 21.5691801 21.5691801 0.37 0.5502
IAT_meanstd 1 344.1242884 344.1242884 5.83 0.0221

Source DF Type III SS Mean Square F Value Pr > F
GDPpcstd 1 0.3035197 0.3035197 0.01 0.9433
IAT_meanstd 1 344.1242884 344.1242884 5.83 0.0221

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.358727117 1.39066113 -0.98 0.3364
GDPpcstd 0.101037895 1.40947192 0.07 0.9433
IAT_meanstd 4.385860516 1.81703269 2.41 0.0221


DV = TIMSS03 math gender gap grade8
Model M5 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 31


DV = TIMSS03 math gender gap grade8
Model M5 breakdown

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 24.686387 24.686387 0.34 0.5628
Error 29 2088.534850 72.018443    
Corrected Total 30 2113.221237      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.011682 -654.5414 8.486368 -1.296536

Source DF Type I SS Mean Square F Value Pr > F
GGIindexstd 1 24.68638705 24.68638705 0.34 0.5628

Source DF Type III SS Mean Square F Value Pr > F
GGIindexstd 1 24.68638705 24.68638705 0.34 0.5628

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.353430858 1.52964779 -0.88 0.3835
GGIindexstd 0.862093093 1.47247274 0.59 0.5628


DV = TIMSS03 math gender gap grade8
Model M5 breakdown

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 31


DV = TIMSS03 math gender gap grade8
Model M5 breakdown

The GLM Procedure
 
Dependent Variable: BGmathDIFF03 BGmathDIFF03


Weight: combined_03_math_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 2 392.356726 196.178363 3.19 0.0564
Error 28 1720.864511 61.459447    
Corrected Total 30 2113.221237      

R-Square Coeff Var Root MSE BGmathDIFF03 Mean
0.185668 -604.6577 7.839608 -1.296536

Source DF Type I SS Mean Square F Value Pr > F
GGIindexstd 1 24.6863871 24.6863871 0.40 0.5314
IAT_meanstd 1 367.6703386 367.6703386 5.98 0.0210

Source DF Type III SS Mean Square F Value Pr > F
GGIindexstd 1 3.5219591 3.5219591 0.06 0.8126
IAT_meanstd 1 367.6703386 367.6703386 5.98 0.0210

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -1.102375733 1.41679382 -0.78 0.4430
GGIindexstd 0.329766585 1.37755458 0.24 0.8126
IAT_meanstd 4.519488514 1.84779724 2.45 0.0210