Data Set

Gender Job satisfaction

0 20

0 40

0 23

0 27

0 22

0 19

0 21

0 15

0 20

0 32

0 28

0 30

0 29

0 24

0 22

0 25

0 27

0 20

0 28

0 19

1 27

1 36

1 28

1 28

1 36

1 33

1 29

1 31

1 26

1 19

1 35

1 40

1 29

1 27

1 35

1 29

1 30

1 34

1 34

1 32

Elaine is interested in determining if men are more satisfied in their jobs than women in the healthcare industry. She administers a job satisfaction questionnaire to 20 men and 20 women working in hospital administration. Her grouping variable is gender and dependent variable is job satisfaction. The job satisfaction scale consists of 8 items measured using a 5-point rating scale. A higher score on this scale would indicate high job satisfaction. The maximum score that can be obtained on the scale is 40. We can assume that job satisfaction scores are normally distributed. Use the appropriate T test with a significance level of 0.05 to test the hypothesis.

Research Question

Do the mean job satisfaction scores differ for men and women working in the hospital administration department?

Hypothesis

The mean job satisfaction scores do not differ for men and women working in the hospital administration department.

1.How do I compute an independent sample t test on this data and report descriptive statistics (Mean and Standard deviation), t values, and p values.

2.How do I do a graph to show the differences between the two groups.

3.How do I do a results section based on the analysis and interpret the results of the independent sample t test to answer the research question and the hypothesis.