Ms. Samira Shrestha conducted a survey in three service organizations. Her sampl
ID: 3200191 • Letter: M
Question
Ms. Samira Shrestha conducted a survey in three service organizations. Her sample consisted of 48 employees out of 3000 clerical employees. The following inter- correlation matrix was obtained from data analysis. Interpret the result.
Variable Age #of yrs married Stress jobinvolvemen Performance
Age 1.0
#of yrs married .86 1.0
Stress -.43 -.61 1.0
Job involvement .53 .32 .58 1.0
Performance .09 .06 .59 .36 1.0
All correlations above .30 are significant, at least at the .05 level.
All correlations above .50 are significant, at least at the .01 level
Explanation / Answer
At 0.01 significance level we get to know that the following correlations are significant:
1. The correlation of "age and number of years" is 0.86 which is greater than 0.50
this implies that the age and number of years have a positive strong correlation
.
2. Stress and number of years of marriage have a strong negative correaltion since the value of r = -0.61
.
3. Job involvement and stress are positively correlated with a value of r = 0.58
.
4. Stress and performance are also positively correlated with a value of r = 0.59
.
5. Job involvement and age are positively correlated with r = 0.53
.
At the significance level 0.05 , the followinf correlations are significant:
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