Question

In: Statistics and Probability

Correlations DV_WorkMotivation EWE DV_WorkMotivation Pearson Correlation 1 .380** Sig. (2-tailed) .000 N 162 162 EWE Pearson...

Correlations

DV_WorkMotivation

EWE

DV_WorkMotivation

Pearson Correlation

1

.380**

Sig. (2-tailed)

.000

N

162

162

EWE

Pearson Correlation

.380**

1

Sig. (2-tailed)

.000

N

162

162

**. Correlation is significant at the 0.01 level (2-tailed).

The SPSS output above is a bivariate correlation between ethical work environment (EWE) and employee work motivation. Please answer the following questions with reference to this output.

- Is there a statistically significant relationship between ethical work environment and work motivation?  Why or why not?  Justify your reasoning.  

- If a significant relationship exists, interpret the correlation.  What is the direction of the relationship, and what does it mean?  What is the strength of the relationship?

- How do you get the for the relationship between work motivation and ethical work environment?  Compute the

- Interpret .  

Solutions

Expert Solution

From the SPSS output, the correlation coefficient value between the ethical work environment (EWE) and employee work motivation is 0.380 with the p-value 0.000.

- Is there a statistically significant relationship between the ethical work environment and work motivation?  Why or why not?  Justify your reasoning.

Ans: Yes, there is a statistically significant relationship between the ethical work environment and work motivation because the p-value for the test is 0.000 and less than 0.01 level of significance.

- If a significant relationship exists, interpret the correlation.  What is the direction of the relationship, and what does it mean?  What is the strength of the relationship?

Ans: The direction of the relationship is positive and it means that increase the value of the ethical work environment (EWE), increases the corresponding value of employee work motivation and vice-versa. The strength of this correlation coefficient is a weak relationship (0.3<r<0.5)

- How do you get them for the relationship between work motivation and an ethical work environment?  Compute the

Ans: Let work motivation and ethical work environment be represented by x and y respectively, the correlation coefficient (r) value is

- Interpret .

Ans: An increase the value of the ethical work environment (EWE), increases the corresponding value of employee work motivation and vice-versa.


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