GSS (2014) Outputs
Figure 1
Model Summaryb 

Model 
R 
R Square 
Adjusted R Square 
Std. Error of the Estimate 
DurbinWatson 
1 
.643a 
.413 
.412 
17.2493 
1.907 
a. Predictors: (Constant), Male, HIGHEST YEAR OF SCHOOL COMPLETED, RESPONDENT INCOME IN CONSTANT DOLLARS 

b. Dependent Variable: R’s socioeconomic index (2010) 
Figure 2
ANOVAa 

Model 
Sum of Squares 
df 
Mean Square 
F 
Sig. 

1 
Regression 
318344.890 
3 
106114.963 
356.642 
<.001b 
Residual 
451961.519 
1519 
297.539 

Total 
770306.410 
1522 

a. Dependent Variable: R’s socioeconomic index (2010) 

b. Predictors: (Constant), Male, HIGHEST YEAR OF SCHOOL COMPLETED, RESPONDENT INCOME IN CONSTANT DOLLARS 
Figure 3
Coefficientsa 

Model 
Unstandardized Coefficients 
Standardized Coefficients 
t 
Sig. 
Collinearity Statistics 

B 
Std. Error 
Beta 
Tolerance 
VIF 

1 
(Constant) 
7.865 
2.261 
3.479 
<.001 

HIGHEST YEAR OF SCHOOL COMPLETED 
3.414 
.160 
.453 
21.300 
<.001 
.854 
1.171 

RESPONDENT INCOME IN CONSTANT DOLLARS 
.000 
.000 
.325 
14.848 
<.001 
.806 
1.241 

Male 
.762 
.923 
.017 
.826 
.409 
.918 
1.089 

a. Dependent Variable: R’s socioeconomic index (2010) 
Figure 4
Collinearity Diagnosticsa 

Model 
Dimension 
Eigenvalue 
Condition Index 
Variance Proportions 

(Constant) 
HIGHEST YEAR OF SCHOOL COMPLETED 
RESPONDENT INCOME IN CONSTANT DOLLARS 
Male 

1 
1 
3.240 
1.000 
.00 
.00 
.03 
.03 
2 
.402 
2.840 
.01 
.01 
.04 
.91 

3 
.339 
3.090 
.02 
.01 
.83 
.00 

4 
.019 
13.052 
.97 
.98 
.10 
.06 

a. Dependent Variable: R’s socioeconomic index (2010) 
Figure 5
Residuals Statisticsa 

Minimum 
Maximum 
Mean 
Std. Deviation 
N 

Predicted Value 
8.546 
95.164 
47.584 
14.4624 
1523 
Std. Predicted Value 
3.881 
3.290 
.000 
1.000 
1523 
Standard Error of Predicted Value 
.622 
2.361 
.843 
.267 
1523 
Adjusted Predicted Value 
9.394 
95.486 
47.585 
14.4844 
1523 
Residual 
58.9884 
71.9041 
.0000 
17.2323 
1523 
Std. Residual 
3.420 
4.169 
.000 
.999 
1523 
Stud. Residual 
3.437 
4.208 
.000 
1.001 
1523 
Deleted Residual 
59.5739 
73.2768 
.0010 
17.2864 
1523 
Stud. Deleted Residual 
3.449 
4.231 
.000 
1.001 
1523 
Mahal. Distance 
.982 
27.513 
2.998 
3.333 
1523 
Cook’s Distance 
.000 
.085 
.001 
.003 
1523 
Centered Leverage Value 
.001 
.018 
.002 
.002 
1523 
a. Dependent Variable: R’s socioeconomic index (2010) 
Figure 6
Figure 7