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3. The organization that surveyed the employees wanted to know what factors influenced STRESS so they could take action. To do that a multiple regression

3. The organization that surveyed the employees wanted to know what factors influenced STRESS so they could take action. To do that a multiple regression analysis was run that regressed the all the items against the STRESS measure to see which ones had the most impact on stress. Below are the findings:

Model Summary

Model

R

R Square

Adjusted R Square

Std. Error of the Estimate

1

.742(a)

.58

.55

1.39776

a Predictors: (Constant), REWARDS, LEARN, WORKLIFE, RESOURCES, INVOLVEMENT

ANOVA(b)

Model

Sum of Squares

df

Mean Square

F

Sig.

1

Regression

30.233

5

6.047

3.095

.015(a)

Residual

357.533

183

1.954

Total

387.766

188

a Predictors: (Constant), REWARDS, LEARN, WORKLIFE, RESOURCES, INVOLVEMENT

b Dependent Variable: STRESS

Coefficients(a)

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

B

Std. Error

Beta

1

(Constant)

1.992

.560

3.558

.000

RESOURCES

.158

.123

.117

1.287

.060

WORKLIFE

.148

.125

.104

2.131

.040

INVOLVEMENT

.292

.136

.200

2.147

.058

LEARN

.110

.112

.076

.978

.032

REWARDS

.179

.134

.124

1.330

.071

a Dependent Variable: STRESS

What is the R-square and what does it mean? (1 pt)

Was the overall multiple regression significant? (1 pt)

Looking at each regression coefficient, which one(s), if any, are statistically significant? (1 pt)

Summarize the results in 2-3 sentences. (1 pt)

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