Below are the regression results for the top 50 US research universities of academic reputation score (y – measured on a

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Below are the regression results for the top 50 US research
universities of academic reputation score (y – measured on a scale
0-100) on financial aid awarded (x1 – measured in US dollars), net
cost (x2 – measured in US dollars), early career salary (x3 –
measured in US dollars), work makes a better place percentage (x4 –
%), and percentage of STEM (science, technology, engineering, and
mathematics) degrees (x5 – %).
Coefficientsa
Model
Unstandardized
Coefficients
t
Sig.
B
Std. Error
(Constant)
Avg. Financial Aid
Avg. Net Cost
Early Career Pay
% High Meaning
% STEM
5.2
14.6
0.35
0.726
0.000639
0.000206
3.11
0.003
0.000004
0.000206
0.02
0.983
0.000336
0.000168
2.00
0.052
77.2
24.7
3.13
0.003
-16.51
7.68
-2.15
0.037
a. Dependent Variable:
academic reputation score
ANOVAa
Model
Sum of Squares
df
Mean Square
F
Sig.
1
Regression
5087.82
5
1017.56
12.60
.000
Residual
3552.36
44
80.74
Total
8640.18
49
a. Dependent Variable:
academic reputation score
b. Predictors:
(Constant), financial aid awarded, net cost, early career salary,
work makes a better place percentage, and percentage of STEM
degrees
Model
Summary
Model
R
R Square
Adjusted R Square
Std. Error of the
Estimate
1
.0.767a
.589
.542
8.98529
a. Predictors:
(Constant), financial aid awarded, net cost, early career salary,
work makes a better place percentage, and percentage of STEM
degrees