DV = IAT_meanstd
Model M2
Drop outliers (Tunisia)

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = IAT_meanstd
Model M2
Drop outliers (Tunisia)

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 5.98750822 5.98750822 14.26 0.0007
Error 31 13.01996018 0.41999872    
Corrected Total 32 19.00746840      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.315008 -3378.166 0.648073 -0.019184

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF03 1 5.98750822 5.98750822 14.26 0.0007

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF03 1 5.98750822 5.98750822 14.26 0.0007

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.4166351857 0.15461511 -2.69 0.0113
BGsciDIFF03 0.0434298372 0.01150242 3.78 0.0007


DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 10.36254145 1.29531768 3.60 0.0070
Error 24 8.64492695 0.36020529    
Corrected Total 32 19.00746840      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.545183 -3128.470 0.600171 -0.019184

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF03 1 5.98750822 5.98750822 16.62 0.0004
EXPsci_meanstd 1 0.97440676 0.97440676 2.71 0.1131
EXParts_meanstd 1 0.00826053 0.00826053 0.02 0.8809
TOTALsciM03std 1 0.71404918 0.71404918 1.98 0.1720
critlat_meanstd 1 1.60992963 1.60992963 4.47 0.0451
corrIATexpscistd 1 0.47649786 0.47649786 1.32 0.2614
pct_malestd 1 0.59150684 0.59150684 1.64 0.2123
age_meanstd 1 0.00038242 0.00038242 0.00 0.9743

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF03 1 2.59232991 2.59232991 7.20 0.0130
EXPsci_meanstd 1 1.19779449 1.19779449 3.33 0.0807
EXParts_meanstd 1 0.07642891 0.07642891 0.21 0.6492
TOTALsciM03std 1 0.78472217 0.78472217 2.18 0.1529
critlat_meanstd 1 1.02078782 1.02078782 2.83 0.1053
corrIATexpscistd 1 0.14644610 0.14644610 0.41 0.5298
pct_malestd 1 0.52604696 0.52604696 1.46 0.2386
age_meanstd 1 0.00038242 0.00038242 0.00 0.9743

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.3286894306 0.15010903 -2.19 0.0385
BGsciDIFF03 0.0350256363 0.01305617 2.68 0.0130
EXPsci_meanstd 0.3589540920 0.19684428 1.82 0.0807
EXParts_meanstd 0.0589406582 0.12795616 0.46 0.6492
TOTALsciM03std 0.1981647300 0.13425901 1.48 0.1529
critlat_meanstd 0.2284537538 0.13570805 1.68 0.1053
corrIATexpscistd -.1649082810 0.25862982 -0.64 0.5298
pct_malestd -.1652916197 0.13677717 -1.21 0.2386
age_meanstd -.0040045608 0.12290213 -0.03 0.9743


DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 31


DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 11.99232955 1.19923296 3.58 0.0073
Error 20 6.69638528 0.33481926    
Corrected Total 30 18.68871483      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.641688 -1341.136 0.578636 -0.043145

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF03 1 6.37419746 6.37419746 19.04 0.0003
EXPsci_meanstd 1 0.69238110 0.69238110 2.07 0.1659
EXParts_meanstd 1 0.00029059 0.00029059 0.00 0.9768
TOTALsciM03std 1 0.47186426 0.47186426 1.41 0.2491
critlat_meanstd 1 1.70635721 1.70635721 5.10 0.0353
corrIATexpscistd 1 0.38119301 0.38119301 1.14 0.2987
pct_malestd 1 0.54344435 0.54344435 1.62 0.2173
age_meanstd 1 0.00090466 0.00090466 0.00 0.9591
GDPpcstd 1 0.19141430 0.19141430 0.57 0.4584
GGIindexstd 1 1.63028261 1.63028261 4.87 0.0392

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF03 1 3.19949309 3.19949309 9.56 0.0058
EXPsci_meanstd 1 1.83575958 1.83575958 5.48 0.0297
EXParts_meanstd 1 0.07000780 0.07000780 0.21 0.6524
TOTALsciM03std 1 0.38785289 0.38785289 1.16 0.2946
critlat_meanstd 1 2.51222593 2.51222593 7.50 0.0126
corrIATexpscistd 1 0.34131356 0.34131356 1.02 0.3247
pct_malestd 1 0.05784788 0.05784788 0.17 0.6821
age_meanstd 1 0.72874586 0.72874586 2.18 0.1557
GDPpcstd 1 0.01262738 0.01262738 0.04 0.8480
GGIindexstd 1 1.63028261 1.63028261 4.87 0.0392

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.3560545027 0.15342802 -2.32 0.0310
BGsciDIFF03 0.0398184771 0.01288099 3.09 0.0058
EXPsci_meanstd 0.4952223878 0.21149377 2.34 0.0297
EXParts_meanstd 0.0579966340 0.12683374 0.46 0.6524
TOTALsciM03std 0.1627824788 0.15124442 1.08 0.2946
critlat_meanstd 0.4444923078 0.16227070 2.74 0.0126
corrIATexpscistd -.2610846495 0.25858884 -1.01 0.3247
pct_malestd -.0594197092 0.14295259 -0.42 0.6821
age_meanstd -.2375958500 0.16104825 -1.48 0.1557
GDPpcstd 0.0308934760 0.15907994 0.19 0.8480
GGIindexstd 0.3162986789 0.14334124 2.21 0.0392


DV = IAT_meanstd
Correlations
 

The CORR Procedure

11 Variables: BGsciDIFF03 TOTALsciM03std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
Weight Variable: combined_03_sci_weight

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum Label
BGsciDIFF03 33 9.15157 9.96001 299.69747 -27.00000 29.00000 BGsciDIFF03
TOTALsciM03std 33 0.17070 0.87668 5.59009 -3.78696 1.34058  
GDPpcstd 33 0.20438 0.96350 6.69318 -1.42516 1.99836  
GGIindexstd 31 0.04887 1.04906 1.51095 -2.07263 2.46789  
IAT_meanstd 33 -0.01918 0.77070 -0.62825 -2.09040 1.30914  
critlat_meanstd 33 -0.09077 0.89656 -2.97248 -1.81438 1.89957  
corrIATexpscistd 33 0.15044 0.73726 4.92662 -3.08517 1.15344  
EXPsci_meanstd 33 0.01578 0.84884 0.51674 -4.64184 1.13212  
EXParts_meanstd 33 -0.07473 0.98187 -2.44724 -2.44932 1.50975  
pct_malestd 33 0.00300 0.92649 0.09811 -2.80167 1.62052  
age_meanstd 33 0.01999 1.05097 0.65454 -1.84051 2.27707  

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  BGsciDIFF03 TOTALsciM03std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
BGsciDIFF03
BGsciDIFF03
1.00000
 
33
0.24748
0.1650
33
0.21288
0.2343
33
0.05516
0.7682
31
0.56126
0.0007
33
-0.13935
0.4393
33
0.34354
0.0503
33
0.35626
0.0419
33
-0.08843
0.6246
33
-0.05531
0.7598
33
0.20962
0.2417
33
TOTALsciM03std
 
0.24748
0.1650
33
1.00000
 
33
0.44697
0.0091
33
-0.02204
0.9063
31
0.35158
0.0448
33
-0.24565
0.1682
33
0.04380
0.8088
33
0.19515
0.2764
33
0.00598
0.9737
33
-0.03929
0.8281
33
-0.17040
0.3431
33
GDPpcstd
 
0.21288
0.2343
33
0.44697
0.0091
33
1.00000
 
33
0.33085
0.0691
31
0.22281
0.2127
33
-0.36234
0.0382
33
0.35349
0.0436
33
0.39367
0.0234
33
0.09912
0.5831
33
0.30903
0.0801
33
0.23970
0.1791
33
GGIindexstd
 
0.05516
0.7682
31
-0.02204
0.9063
31
0.33085
0.0691
31
1.00000
 
31
0.16043
0.3886
31
-0.23555
0.2021
31
-0.04007
0.8305
31
-0.11537
0.5366
31
-0.01123
0.9522
31
-0.06164
0.7418
31
0.40516
0.0238
31
IAT_meanstd
 
0.56126
0.0007
33
0.35158
0.0448
33
0.22281
0.2127
33
0.16043
0.3886
31
1.00000
 
33
0.14438
0.4228
33
0.21664
0.2259
33
0.41151
0.0173
33
-0.00230
0.9899
33
-0.23119
0.1955
33
0.14120
0.4332
33
critlat_meanstd
 
-0.13935
0.4393
33
-0.24565
0.1682
33
-0.36234
0.0382
33
-0.23555
0.2021
31
0.14438
0.4228
33
1.00000
 
33
-0.11807
0.5129
33
-0.11327
0.5303
33
-0.06336
0.7261
33
-0.14975
0.4055
33
0.32479
0.0652
33
corrIATexpscistd
 
0.34354
0.0503
33
0.04380
0.8088
33
0.35349
0.0436
33
-0.04007
0.8305
31
0.21664
0.2259
33
-0.11807
0.5129
33
1.00000
 
33
0.71986
<.0001
33
0.36106
0.0390
33
0.35462
0.0429
33
0.15471
0.3900
33
EXPsci_meanstd
 
0.35626
0.0419
33
0.19515
0.2764
33
0.39367
0.0234
33
-0.11537
0.5366
31
0.41151
0.0173
33
-0.11327
0.5303
33
0.71986
<.0001
33
1.00000
 
33
0.07873
0.6632
33
0.25215
0.1569
33
0.22523
0.2076
33
EXParts_meanstd
 
-0.08843
0.6246
33
0.00598
0.9737
33
0.09912
0.5831
33
-0.01123
0.9522
31
-0.00230
0.9899
33
-0.06336
0.7261
33
0.36106
0.0390
33
0.07873
0.6632
33
1.00000
 
33
-0.01575
0.9307
33
-0.15195
0.3986
33
pct_malestd
 
-0.05531
0.7598
33
-0.03929
0.8281
33
0.30903
0.0801
33
-0.06164
0.7418
31
-0.23119
0.1955
33
-0.14975
0.4055
33
0.35462
0.0429
33
0.25215
0.1569
33
-0.01575
0.9307
33
1.00000
 
33
0.24840
0.1633
33
age_meanstd
 
0.20962
0.2417
33
-0.17040
0.3431
33
0.23970
0.1791
33
0.40516
0.0238
31
0.14120
0.4332
33
0.32479
0.0652
33
0.15471
0.3900
33
0.22523
0.2076
33
-0.15195
0.3986
33
0.24840
0.1633
33
1.00000
 
33


DV = IAT_meanstd
Post-hoc Exploratory Model for IAT
TIMSS Sex Difference, TIMSS overall, Explicit Stereotype

The GLM Procedure

Number of Observations Read 33
Number of Observations Used 33


DV = IAT_meanstd
Post-hoc Exploratory Model for IAT
TIMSS Sex Difference, TIMSS overall, Explicit Stereotype

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_03_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 7.67811984 2.55937328 6.55 0.0016
Error 29 11.32934856 0.39066719    
Corrected Total 32 19.00746840      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.403953 -3258.071 0.625034 -0.019184

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF03 1 5.98750822 5.98750822 15.33 0.0005
TOTALsciM03std 1 0.91586859 0.91586859 2.34 0.1366
EXPsci_meanstd 1 0.77474303 0.77474303 1.98 0.1697

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF03 1 3.00521179 3.00521179 7.69 0.0096
TOTALsciM03std 1 0.71620486 0.71620486 1.83 0.1862
EXPsci_meanstd 1 0.77474303 0.77474303 1.98 0.1697

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.3597758137 0.15352418 -2.34 0.0262
BGsciDIFF03 0.0335677571 0.01210287 2.77 0.0096
TOTALsciM03std 0.1773690448 0.13099740 1.35 0.1862
EXPsci_meanstd 0.1975625049 0.14029079 1.41 0.1697