DV = IAT_meanstd
Model M2
Drop outliers (Tunisia & Jordan)

The GLM Procedure

Number of Observations Read 32
Number of Observations Used 27



DV = IAT_meanstd
Model M2
Drop outliers (Tunisia & Jordan)

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 1 2.40659650 2.40659650 4.26 0.0496
Error 25 14.13135008 0.56525400    
Corrected Total 26 16.53794658      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.145520 5022.074 0.751834 0.014971

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF99 1 2.40659650 2.40659650 4.26 0.0496

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF99 1 2.40659650 2.40659650 4.26 0.0496

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.6253743684 0.34282206 -1.82 0.0801
BGsciDIFF99 0.0402149361 0.01948981 2.06 0.0496



DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure

Number of Observations Read 32
Number of Observations Used 27



DV = IAT_meanstd
Model M4 Reversed
add Project Implicit covariates

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 8 10.58349445 1.32293681 4.00 0.0070
Error 18 5.95445213 0.33080290    
Corrected Total 26 16.53794658      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.639952 3841.899 0.575155 0.014971

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF99 1 2.40659650 2.40659650 7.28 0.0147
EXPsci_meanstd 1 2.44114350 2.44114350 7.38 0.0141
EXParts_meanstd 1 0.00179447 0.00179447 0.01 0.9421
TOTALsciM99std 1 0.92930689 0.92930689 2.81 0.1110
critlat_meanstd 1 2.07066226 2.07066226 6.26 0.0222
corrIATexpscistd 1 1.82222361 1.82222361 5.51 0.0306
pct_malestd 1 0.80190422 0.80190422 2.42 0.1369
age_meanstd 1 0.10986301 0.10986301 0.33 0.5716

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF99 1 0.00010546 0.00010546 0.00 0.9860
EXPsci_meanstd 1 3.87907241 3.87907241 11.73 0.0030
EXParts_meanstd 1 0.18811947 0.18811947 0.57 0.4605
TOTALsciM99std 1 0.66814856 0.66814856 2.02 0.1724
critlat_meanstd 1 1.64316481 1.64316481 4.97 0.0388
corrIATexpscistd 1 1.14051797 1.14051797 3.45 0.0798
pct_malestd 1 0.64925100 0.64925100 1.96 0.1782
age_meanstd 1 0.10986301 0.10986301 0.33 0.5716

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.0703730817 0.33328890 0.21 0.8351
BGsciDIFF99 -.0003424790 0.01918085 -0.02 0.9860
EXPsci_meanstd 0.7948988140 0.23213069 3.42 0.0030
EXParts_meanstd 0.1041107750 0.13805860 0.75 0.4605
TOTALsciM99std 0.1994328969 0.14032819 1.42 0.1724
critlat_meanstd 0.3882684705 0.17421126 2.23 0.0388
corrIATexpscistd -.5015320789 0.27010480 -1.86 0.0798
pct_malestd -.1835374394 0.13100957 -1.40 0.1782
age_meanstd -.0854174024 0.14821947 -0.58 0.5716



DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure

Number of Observations Read 32
Number of Observations Used 25



DV = IAT_meanstd
Model M5 Reversed
add GDP & GGI

The GLM Procedure
 
Dependent Variable: IAT_meanstd


Weight: combined_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 10 12.82412763 1.28241276 5.27 0.0026
Error 14 3.40709539 0.24336396    
Corrected Total 24 16.23122302      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.790090 -3082.265 0.493319 -0.016005

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF99 1 2.40922429 2.40922429 9.90 0.0071
EXPsci_meanstd 1 2.22007982 2.22007982 9.12 0.0092
EXParts_meanstd 1 0.00822526 0.00822526 0.03 0.8568
TOTALsciM99std 1 0.86802358 0.86802358 3.57 0.0798
critlat_meanstd 1 2.38290805 2.38290805 9.79 0.0074
corrIATexpscistd 1 2.12197721 2.12197721 8.72 0.0105
pct_malestd 1 0.65552223 0.65552223 2.69 0.1230
age_meanstd 1 0.23427225 0.23427225 0.96 0.3432
GDPpcstd 1 0.01275395 0.01275395 0.05 0.8222
GGIindexstd 1 1.91114100 1.91114100 7.85 0.0141

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF99 1 0.04788230 0.04788230 0.20 0.6641
EXPsci_meanstd 1 4.78242118 4.78242118 19.65 0.0006
EXParts_meanstd 1 0.11446947 0.11446947 0.47 0.5040
TOTALsciM99std 1 0.73315720 0.73315720 3.01 0.1046
critlat_meanstd 1 3.62926376 3.62926376 14.91 0.0017
corrIATexpscistd 1 1.45321173 1.45321173 5.97 0.0284
pct_malestd 1 0.01304148 0.01304148 0.05 0.8203
age_meanstd 1 1.12975450 1.12975450 4.64 0.0491
GDPpcstd 1 0.02322240 0.02322240 0.10 0.7619
GGIindexstd 1 1.91114100 1.91114100 7.85 0.0141

Parameter Estimate Standard Error t Value Pr > |t|
Intercept 0.1197242857 0.30575445 0.39 0.7013
BGsciDIFF99 0.0078648481 0.01773091 0.44 0.6641
EXPsci_meanstd 0.9773967838 0.22048301 4.43 0.0006
EXParts_meanstd 0.0942059551 0.13736043 0.69 0.5040
TOTALsciM99std 0.2576067939 0.14841811 1.74 0.1046
critlat_meanstd 0.6777391624 0.17550175 3.86 0.0017
corrIATexpscistd -.6080351969 0.24882408 -2.44 0.0284
pct_malestd 0.0320306581 0.13836637 0.23 0.8203
age_meanstd -.3427499963 0.15907925 -2.15 0.0491
GDPpcstd 0.0480443918 0.15553110 0.31 0.7619
GGIindexstd 0.5471858675 0.19526151 2.80 0.0141



DV = IAT_meanstd
Correlations
 

The CORR Procedure

11 Variables: BGsciDIFF99 TOTALsciM99std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
Weight Variable: combined_99_sci_weight

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum Label
BGsciDIFF99 27 15.92306 7.56532 424.20251 -12.00000 31.00000 BGsciDIFF99
TOTALsciM99std 27 0.15262 0.92261 4.06592 -3.48240 1.20609  
GDPpcstd 27 0.05395 0.94203 1.43737 -1.42516 1.77286  
GGIindexstd 25 -0.23660 0.77210 -5.81648 -2.07263 1.26557  
IAT_meanstd 27 0.01497 0.79754 0.39883 -1.75277 1.30914  
critlat_meanstd 27 -0.07674 0.90629 -2.04443 -1.81438 1.85254  
corrIATexpscistd 27 0.14922 0.79532 3.97541 -3.08517 1.15344  
EXPsci_meanstd 27 -0.00845 0.96229 -0.22518 -4.64184 1.13212  
EXParts_meanstd 27 -0.0001462 0.94600 -0.00389 -2.44932 1.30782  
pct_malestd 27 -0.10778 0.99869 -2.87129 -2.80167 1.62052  
age_meanstd 27 -0.13115 0.96071 -3.49390 -1.84051 1.65446  

Pearson Correlation Coefficients
Prob > |r| under H0: Rho=0
Number of Observations
  BGsciDIFF99 TOTALsciM99std GDPpcstd GGIindexstd IAT_meanstd critlat_meanstd corrIATexpscistd EXPsci_meanstd EXParts_meanstd pct_malestd age_meanstd
BGsciDIFF99
BGsciDIFF99
1.00000
 
27
0.28693
0.1467
27
0.11188
0.5785
27
-0.47741
0.0158
25
0.38147
0.0496
27
0.35797
0.0668
27
0.28002
0.1572
27
0.32531
0.0978
27
0.12270
0.5421
27
0.07217
0.7206
27
0.09666
0.6315
27
TOTALsciM99std
 
0.28693
0.1467
27
1.00000
 
27
0.46745
0.0140
27
-0.17824
0.3940
25
0.39486
0.0415
27
-0.14617
0.4669
27
0.05378
0.7899
27
0.24596
0.2162
27
-0.06961
0.7301
27
-0.06632
0.7424
27
-0.13540
0.5007
27
GDPpcstd
 
0.11188
0.5785
27
0.46745
0.0140
27
1.00000
 
27
-0.09391
0.6552
25
0.20925
0.2949
27
-0.27995
0.1573
27
0.35332
0.0706
27
0.43776
0.0224
27
0.21741
0.2760
27
0.29339
0.1375
27
0.15129
0.4513
27
GGIindexstd
 
-0.47741
0.0158
25
-0.17824
0.3940
25
-0.09391
0.6552
25
1.00000
 
25
0.09649
0.6464
25
-0.22666
0.2759
25
-0.27682
0.1804
25
-0.22566
0.2781
25
0.08754
0.6773
25
-0.41497
0.0391
25
0.12928
0.5380
25
IAT_meanstd
 
0.38147
0.0496
27
0.39486
0.0415
27
0.20925
0.2949
27
0.09649
0.6464
25
1.00000
 
27
0.28203
0.1541
27
0.19156
0.3385
27
0.48740
0.0099
27
0.05443
0.7874
27
-0.27704
0.1618
27
0.15931
0.4274
27
critlat_meanstd
 
0.35797
0.0668
27
-0.14617
0.4669
27
-0.27995
0.1573
27
-0.22666
0.2759
25
0.28203
0.1541
27
1.00000
 
27
-0.02630
0.8964
27
-0.14606
0.4673
27
-0.02255
0.9111
27
-0.19294
0.3350
27
0.37830
0.0517
27
corrIATexpscistd
 
0.28002
0.1572
27
0.05378
0.7899
27
0.35332
0.0706
27
-0.27682
0.1804
25
0.19156
0.3385
27
-0.02630
0.8964
27
1.00000
 
27
0.77457
<.0001
27
0.32011
0.1036
27
0.32363
0.0996
27
0.15790
0.4315
27
EXPsci_meanstd
 
0.32531
0.0978
27
0.24596
0.2162
27
0.43776
0.0224
27
-0.22566
0.2781
25
0.48740
0.0099
27
-0.14606
0.4673
27
0.77457
<.0001
27
1.00000
 
27
0.08411
0.6766
27
0.25242
0.2040
27
0.27152
0.1707
27
EXParts_meanstd
 
0.12270
0.5421
27
-0.06961
0.7301
27
0.21741
0.2760
27
0.08754
0.6773
25
0.05443
0.7874
27
-0.02255
0.9111
27
0.32011
0.1036
27
0.08411
0.6766
27
1.00000
 
27
-0.08952
0.6570
27
-0.15755
0.4326
27
pct_malestd
 
0.07217
0.7206
27
-0.06632
0.7424
27
0.29339
0.1375
27
-0.41497
0.0391
25
-0.27704
0.1618
27
-0.19294
0.3350
27
0.32363
0.0996
27
0.25242
0.2040
27
-0.08952
0.6570
27
1.00000
 
27
0.15293
0.4463
27
age_meanstd
 
0.09666
0.6315
27
-0.13540
0.5007
27
0.15129
0.4513
27
0.12928
0.5380
25
0.15931
0.4274
27
0.37830
0.0517
27
0.15790
0.4315
27
0.27152
0.1707
27
-0.15755
0.4326
27
0.15293
0.4463
27
1.00000
 
27



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 28



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_99_sci_weight

Source DF Sum of Squares Mean Square F Value Pr > F
Model 3 7.96741072 2.65580357 5.37 0.0057
Error 24 11.86368490 0.49432020    
Corrected Total 27 19.83109563      

R-Square Coeff Var Root MSE IAT_meanstd Mean
0.401764 -1607.308 0.703079 -0.043743

Source DF Type I SS Mean Square F Value Pr > F
BGsciDIFF99 1 5.44055257 5.44055257 11.01 0.0029
TOTALsciM03std 1 0.99652498 0.99652498 2.02 0.1685
EXPsci_meanstd 1 1.53033317 1.53033317 3.10 0.0912

Source DF Type III SS Mean Square F Value Pr > F
BGsciDIFF99 1 3.20406829 3.20406829 6.48 0.0177
TOTALsciM03std 1 0.63471352 0.63471352 1.28 0.2683
EXPsci_meanstd 1 1.53033317 1.53033317 3.10 0.0912

Parameter Estimate Standard Error t Value Pr > |t|
Intercept -.6364481882 0.26198452 -2.43 0.0230
BGsciDIFF99 0.0386018603 0.01516218 2.55 0.0177
TOTALsciM03std 0.1634818675 0.14427295 1.13 0.2683
EXPsci_meanstd 0.2604715841 0.14803743 1.76 0.0912