The Journal of College and University Student Housing - Volume 46, No. 1 - 87

Socially Responsible Leadership in RAs

The overall model was statistically significant as demonstrated by the Chi-square
analysis (X2 = 111.91). However, very little variance was explained by this model, with trivial
scores for both the Cox and Snell R-square
(0.018) and Nagelkerke R-square (0.025) tests.
Nagelkerke R-square has a maximum value
of 1.0, allowing it to be interpreted similar to
a standard R-square value. However, the Cox
and Snell R-square cannot reach 1.0, making
it more challenging to interpret. Both scores
demonstrate minimal variance described in
the model (Howell, 2010).

Close to 55% of the cases were correctly
predicted by the model. Moreover, common
purpose, commitment, and citizenship were
the only independent variables that were statistically significant in predicting the RA/OSL
dichotomous variable as determined by Wald
Chi-square analysis. The odds ratios demonstrated that citizenship was the only value to
increase the likelihood of being an RA, while,
conversely, both common purpose and commitment values decreased the odds of being an
RA. The results for logistic regression analysis
are presented in Table 2.

Table 2
Logistic Regression Analysis
RAs/OSLs
Independent
variables

B

SE

Wald

df

Controversy with civility

.00

.08

0.00

1

.996

1.00

Consciousness of self

.10

.07

1.92

1

.166

1.10

Collaboration

-.04

.10

.18

1

.673

.96

Congruence

.13

.08

2.51

1

.113

1.13

Common purpose

-.31

.10

9.45

1

.002**

.73

Commitment

-.60

.09

42.32

1

.000***

0.55

Citizenship

.28

.07

17.01

1

.000***

1.33

2.12

.27

63.89

1

.000***

8.35

Constant
χ2

Odds

111.91**

df

7

Cox & Snell R2

0.018

Nagelkerke R2

0.025

% correctly classified

Sig.

54.900

Note. The dependent variable in the analysis is coded so that 1 = RA and 0 = OSL.
*p < .05 ** p < .01 *** p < .001

V O L U M E 4 6 , NO. 1 * 2 0 1 9

87



The Journal of College and University Student Housing - Volume 46, No. 1

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