Conduct a hypothesis test for a single population mean

Question

Discuss the below:

Conduct a hypothesis test for a single population mean of a quantitative variable equal to a given number.

For example, test the hypothesis that the population mean of the intrinsic is equal to 5 or not.

Use all 25 data rows. Since n<30, use a t statistic.

For this and any hypothesis test, number the five steps as in the book.

Provide the following summary table.

Null and Alternative Hypotheses

H0:

H1:

Significance Level

Degrees of freedom

Critical Value α =

df =

tcrit =

Test Value

t=

Decision

Write this as a coherent integrated report with an introduction, description of methods, results, interpretation of results, and conclusion, with references.

KEY TO JOB SATISFACTION SURVEY
Gender
1 Male
2 Female
Age
1 21 and under
2 22-49
3 50 and over
Department
1 Human Resources
2 Information Technology
3 Administration
Position
1 Hourly Employee (Overtime Eligible)
2 Salaried Employee (No Overtime)
Tenure With Company
1 Less than 2 years
2 2 to 5 years
3 Over 5 Years
OVERALL Scale from 1-7
1 = Least Satisfied
7 = Most Satisfied
INTRINSIC Scale from 1-7
1= Least Satisfied
7= Most Satisfied
EXTRINSIC Scale from 1-7
1 = Least Satisfied
7 = Most Satisfied
BENEFITS Scale from 1-7
1= Least Satisfied
7= Most Satisfied

GENDER	AGE	DEPT	POSITION	TENURE	OVERALL	INTRINSIC	EXTRINSIC	BENEFITS
1	2	2	1	1	4.5	3.2	4.4	6
1	1	2	1	3	3.5	3.5	3.7	5.9
1	1	1	1	2	6.1	4.8	6.8	5.8
1	3	2	1	3	4.2	4.9	6.2	5.5
1	2	1	1	1	4.1	5.5	5.2	4.1
1	3	3	2	2	4.2	4.3	5.6	5.3
1	3	3	2	2	5.3	6.1	4.8	3.6
1	3	3	2	1	5	6.5	4	5.2
1	3	3	2	1	6.4	6.6	5.5	4.5
2	3	2	1	1	5.4	3.8	4.7	4.6
2	2	2	1	3	4.3	4.6	4.6	6.2
2	2	1	1	3	3	5.6	5.5	4.8
2	1	2	1	1	3.2	5.7	4.9	4.8
2	1	2	1	3	6	5.7	4.6	3.5
2	3	1	2	1	6.7	3.4	6.1	4.9
2	1	2	2	2	6.8	3.6	3.5	4.7
2	2	3	2	3	6.1	3.7	3.2	3.4
2	1	1	2	2	6.5	4	5.9	3.6
2	3	1	2	2	3.3	4.2	5.3	3.7
2	1	2	2	2	6.6	4.5	3.4	4.2
2	2	2	2	2	5.5	5.6	5.6	5.8
2	2	3	2	2	4	5.9	3.7	6.2
2	2	3	2	3	2.9	6	4.4	3.6
2	2	1	2	2	4.6	6.2	4.6	4.6
2	2	3	2	2	5.2	6.4	4.6	5.6