ob Satisfaction Survey Assignment You will be creating 7 different scales: work, pay, supervision, co-worker, opportunities, engagement and commitment.  With the exception of Overall (which should be kept as is), each scale is the average of the items within the dimension.  For example, the work scale will be the average of the four work items, W1 – W4, for each observation.  Cut and paste (you will need to use the paste special option) until you have a clean data set that looks like the following: Observation Gender Age Education Level Work Pay Supervision Co-worker Opportunities Engagement Commitment Overall 1 M 30 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 2 F 28 A H 2.25 3 3 4 2.25 2.25 2.25 4   I recommend that you keep a “clean” copy of this revised/scaled data set saved separately.  You will need to sort the data several times for the following analyses.  Begin each analysis with a newly copied version of the scaled data set.  Remember, when you sort the data to sort ALL of the data set, not just the variable of interest.  Descriptive Analysis:  Describe the data using basic statistics and percentages.  For example, 64% of the observations are Male.  The average Overall Satisfaction rating (dependent) is 6.58.  Etc.  Be thorough and use charts, graphs, and tables.   Discuss your findings. Correlation analysis: Determine the correlation between each of the 6 independent measures and the three dependent measures (Work & engagement, work & commitment, work & overall, etc).  Discuss your results and expect to go beyond “strong correlation” or “weak relationship”.  What do those relationships MEAN in terms of this data and the variables given? Gender Age Education Level Work Pay Supervisor Coworker Opportunity Engagement Commitment Overall M 30 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 F 28 A H 2.25 3 3 4 2.25 2.25 2.25 4 M 40 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 F 41 G LM 4.75 4 3.75 3.25 3 5 4 9 M 45 B EM 4 3.5 4.75 4.5 3.5 4.25 3.5 8 F 36 B N 3.25 3.5 2 2.75 3 2.75 1.75 4 F 34 B MM 3.75 4 3.5 3.25 3.75 4 3.5 7 M 24 H H 2.5 4 3.5 4 3 2.5 2.75 6 M 27 H H 2.5 2.75 2.25 4 3.25 2.75 3 6 M 55 G MM 4.75 4.5 4.75 4 3.5 5 4.75 8 F 28 A H 2.25 3 3 4 2.25 2.25 2.25 4 M 43 B LM 4.25 3.75 3.5 3.25 3 4.25 4 8 F 41 G MM 4.75 4 3.75 3.25 3 5 4 8 F 45 B EM 4 3.5 4.75 4.5 3.5 4.25 3.5 8 M 30 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 M 28 A H 2.25 3 3 4 2.25 2.25 2.25 4 M 37 B MM 4.25 3.75 3.5 3.25 3 4.25 4 7 M 41 G MM 4.75 4 3.75 3.25 3 5 4 9 F 61 B EM 4 3.5 4.75 4.5 3.5 4.25 3.5 8 F 36 B N 3.25 3.5 2 2.75 3 2.75 1.75 4 M 34 B LM 3.75 4 3.5 3.25 3.75 4 3.5 7 M 25 H H 2.5 4 3.5 4 3 2.5 2.75 8 M 32 H H 2.5 2.75 2.25 4 3.25 2.75 3 6 M 55 G MM 4.75 4.5 4.75 4 3.5 5 4.75 8 F 29 A H 2.25 3 3 4 2.25 2.25 2.25 4 M 44 B LM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 41 G MM 4.75 4 3.75 3.25 3 5 4 7 F 31 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 F 32 A H 2.25 3 3 4 2.25 2.25 2.25 5 M 38 B MM 4.25 3.75 3.5 3.25 3 4.25 4 7 M 43 G MM 4.75 4 3.75 3.25 3 5 4 8 M 57 B EM 4 3.5 4.75 4.5 3.5 4.25 3.5 7 F 41 B N 3.25 3.5 2 2.75 3 2.75 1.75 5 F 37 B LM 3.75 4 3.5 3.25 3.75 4 3.5 7 M 23 H H 2.5 4 3.5 4 3 2.5 2.75 6 M 26 H H 2.5 2.75 2.25 4 3.25 2.75 3 6 M 58 G LM 4.75 4.5 4.75 4 3.5 5 4.75 8 M 43 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 49 G EM 4.75 4 3.75 3.25 3 5 4 7 F 29 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 F 30 A H 2.25 3 3 4 2.25 2.25 2.25 3 M 40 B MM 4.25 3.75 3.5 3.25 3 4.25 4 7 F 32 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 5 M 28 A H 2.25 3 3 4 2.25 2.25 2.25 5 F 44 B MM 4.25 3.75 3.5 3.25 3 4.25 4 7 M 51 G EM 4.75 4 3.75 3.25 3 5 4 8 F 45 B MM 4 3.5 4.75 4.5 3.5 4.25 3.5 6 F 36 B N 3.25 3.5 2 2.75 3 2.75 1.75 5 M 34 B MM 3.75 4 3.5 3.25 3.75 4 3.5 6 M 27 H LM 2.5 4 3.5 4 3 2.5 2.75 7 F 24 H H 2.5 2.75 2.25 4 3.25 2.75 3 8 M 55 G MM 4.75 4.5 4.75 4 3.5 5 4.75 7 F 31 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 5 M 28 S H 2.25 3 3 4 2.25 2.25 2.25 3 M 43 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 41 G MM 4.75 4 3.75 3.25 3 5 4 7 F 45 B LM 4 3.5 4.75 4.5 3.5 4.25 3.5 8 M 41 B N 3.25 3.5 2 2.75 3 2.75 1.75 3 M 34 B MM 3.75 4 3.5 3.25 3.75 4 3.5 7 M 23 H H 2.5 4 3.5 4 3 2.5 2.75 8 F 31 H LM 2.5 2.75 2.25 4 3.25 2.75 3 6 M 54 G MM 4.75 4.5 4.75 4 3.5 5 4.75 8 F 42 B N 4.25 3.75 3.5 3.25 3 4.25 4 8 M 49 G EM 4.75 4 3.75 3.25 3 5 4 7 M 33 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 M 28 H H 2.25 3 3 4 2.25 2.25 2.25 4 F 40 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 31 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 M 28 H H 2.25 3 3 4 2.25 2.25 2.25 5 F 46 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 33 G N 4.75 4 3.75 3.25 3 5 4 8 M 45 B MM 4 3.5 4.75 4.5 3.5 4.25 3.5 7 M 31 B N 3.25 3.5 2 2.75 3 2.75 1.75 5 F 44 B LM 3.75 4 3.5 3.25 3.75 4 3.5 6 M 25 H H 2.5 4 3.5 4 3 2.5 2.75 7 M 27 H H 2.5 2.75 2.25 4 3.25 2.75 3 6 M 60 G MM 4.75 4.5 4.75 4 3.5 5 4.75 8 F 28 A H 2.25 3 3 4 2.25 2.25 2.25 5 F 48 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 51 G MM 4.75 4 3.75 3.25 3 5 4 9 M 39 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 M 28 H H 2.25 3 3 4 2.25 2.25 2.25 5 F 39 B MM 4.25 3.75 3.5 3.25 3 4.25 4 7 M 59 G EM 4.75 4 3.75 3.25 3 5 4 8 M 45 B MM 4 3.5 4.75 4.5 3.5 4.25 3.5 8 F 37 B N 3.25 3.5 2 2.75 3 2.75 1.75 5 F 44 B MM 3.75 4 3.5 3.25 3.75 4 3.5 7 M 28 H H 2.5 4 3.5 4 3 2.5 2.75 6 M 26 H H 2.5 2.75 2.25 4 3.25 2.75 3 6 M 59 G EM 4.75 4.5 4.75 4 3.5 5 4.75 8 M 40 B MM 4.25 3.75 3.5 3.25 3 4.25 4 7 F 41 G N 4.75 4 3.75 3.25 3 5 4 8 F 30 B N 2.5 3.75 2.5 2.25 3 3.75 2.5 6 M 28 S H 2.25 3 3 4 2.25 2.25 2.25 5 M 40 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 28 A H 2.25 3 3 4 2.25 2.25 2.25 4 M 40 B MM 4.25 3.75 3.5 3.25 3 4.25 4 8 M 41 G EM 4.75 4 3.75 3.25 3 5 4 8 F 45 B EM 4 3.5 4.75 4.5 3.5 4.25 3.5 7 M 36 B N 3.25 3.5 2 2.75 3 2.75 1.75 5 F 34 B MM 3.75 4 3.5 3.25 3.75 4 3.5 7 M 24 H H 2.5 4 3.5 4 3 2.5 2.75 6 M 27 H LM 2.5 2.75 2.25 4 3.25 2.75

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Related questions
Question

Job Satisfaction Survey Assignment

You will be creating 7 different scales: work, pay, supervision, co-worker, opportunities, engagement and commitment.  With the exception of Overall (which should be kept as is), each scale is the average of the items within the dimension.  For example, the work scale will be the average of the four work items, W1 – W4, for each observation.  Cut and paste (you will need to use the paste special option) until you have a clean data set that looks like the following:

Observation

Gender

Age

Education

Level

Work

Pay

Supervision

Co-worker

Opportunities

Engagement

Commitment

Overall

1

M

30

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

2

F

28

A

H

2.25

3

3

4

2.25

2.25

2.25

4

 

I recommend that you keep a “clean” copy of this revised/scaled data set saved separately.  You will need to sort the data several times for the following analyses.  Begin each analysis with a newly copied version of the scaled data set.  Remember, when you sort the data to sort ALL of the data set, not just the variable of interest.

  1.  Descriptive Analysis:  Describe the data using basic statistics and percentages.  For example, 64% of the observations are Male.  The average Overall Satisfaction rating (dependent) is 6.58.  Etc.  Be thorough and use charts, graphs, and tables.   Discuss your findings.
  2. Correlation analysis: Determine the correlation between each of the 6 independent measures and the three dependent measures (Work & engagement, work & commitment, work & overall, etc).  Discuss your results and expect to go beyond “strong correlation” or “weak relationship”.  What do those relationships MEAN in terms of this data and the variables given?

Gender

Age

Education

Level

Work

Pay

Supervisor

Coworker

Opportunity

Engagement

Commitment

Overall

M

30

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

F

28

A

H

2.25

3

3

4

2.25

2.25

2.25

4

M

40

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

F

41

G

LM

4.75

4

3.75

3.25

3

5

4

9

M

45

B

EM

4

3.5

4.75

4.5

3.5

4.25

3.5

8

F

36

B

N

3.25

3.5

2

2.75

3

2.75

1.75

4

F

34

B

MM

3.75

4

3.5

3.25

3.75

4

3.5

7

M

24

H

H

2.5

4

3.5

4

3

2.5

2.75

6

M

27

H

H

2.5

2.75

2.25

4

3.25

2.75

3

6

M

55

G

MM

4.75

4.5

4.75

4

3.5

5

4.75

8

F

28

A

H

2.25

3

3

4

2.25

2.25

2.25

4

M

43

B

LM

4.25

3.75

3.5

3.25

3

4.25

4

8

F

41

G

MM

4.75

4

3.75

3.25

3

5

4

8

F

45

B

EM

4

3.5

4.75

4.5

3.5

4.25

3.5

8

M

30

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

M

28

A

H

2.25

3

3

4

2.25

2.25

2.25

4

M

37

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

7

M

41

G

MM

4.75

4

3.75

3.25

3

5

4

9

F

61

B

EM

4

3.5

4.75

4.5

3.5

4.25

3.5

8

F

36

B

N

3.25

3.5

2

2.75

3

2.75

1.75

4

M

34

B

LM

3.75

4

3.5

3.25

3.75

4

3.5

7

M

25

H

H

2.5

4

3.5

4

3

2.5

2.75

8

M

32

H

H

2.5

2.75

2.25

4

3.25

2.75

3

6

M

55

G

MM

4.75

4.5

4.75

4

3.5

5

4.75

8

F

29

A

H

2.25

3

3

4

2.25

2.25

2.25

4

M

44

B

LM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

41

G

MM

4.75

4

3.75

3.25

3

5

4

7

F

31

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

F

32

A

H

2.25

3

3

4

2.25

2.25

2.25

5

M

38

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

7

M

43

G

MM

4.75

4

3.75

3.25

3

5

4

8

M

57

B

EM

4

3.5

4.75

4.5

3.5

4.25

3.5

7

F

41

B

N

3.25

3.5

2

2.75

3

2.75

1.75

5

F

37

B

LM

3.75

4

3.5

3.25

3.75

4

3.5

7

M

23

H

H

2.5

4

3.5

4

3

2.5

2.75

6

M

26

H

H

2.5

2.75

2.25

4

3.25

2.75

3

6

M

58

G

LM

4.75

4.5

4.75

4

3.5

5

4.75

8

M

43

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

49

G

EM

4.75

4

3.75

3.25

3

5

4

7

F

29

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

F

30

A

H

2.25

3

3

4

2.25

2.25

2.25

3

M

40

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

7

F

32

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

5

M

28

A

H

2.25

3

3

4

2.25

2.25

2.25

5

F

44

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

7

M

51

G

EM

4.75

4

3.75

3.25

3

5

4

8

F

45

B

MM

4

3.5

4.75

4.5

3.5

4.25

3.5

6

F

36

B

N

3.25

3.5

2

2.75

3

2.75

1.75

5

M

34

B

MM

3.75

4

3.5

3.25

3.75

4

3.5

6

M

27

H

LM

2.5

4

3.5

4

3

2.5

2.75

7

F

24

H

H

2.5

2.75

2.25

4

3.25

2.75

3

8

M

55

G

MM

4.75

4.5

4.75

4

3.5

5

4.75

7

F

31

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

5

M

28

S

H

2.25

3

3

4

2.25

2.25

2.25

3

M

43

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

41

G

MM

4.75

4

3.75

3.25

3

5

4

7

F

45

B

LM

4

3.5

4.75

4.5

3.5

4.25

3.5

8

M

41

B

N

3.25

3.5

2

2.75

3

2.75

1.75

3

M

34

B

MM

3.75

4

3.5

3.25

3.75

4

3.5

7

M

23

H

H

2.5

4

3.5

4

3

2.5

2.75

8

F

31

H

LM

2.5

2.75

2.25

4

3.25

2.75

3

6

M

54

G

MM

4.75

4.5

4.75

4

3.5

5

4.75

8

F

42

B

N

4.25

3.75

3.5

3.25

3

4.25

4

8

M

49

G

EM

4.75

4

3.75

3.25

3

5

4

7

M

33

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

M

28

H

H

2.25

3

3

4

2.25

2.25

2.25

4

F

40

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

31

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

M

28

H

H

2.25

3

3

4

2.25

2.25

2.25

5

F

46

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

33

G

N

4.75

4

3.75

3.25

3

5

4

8

M

45

B

MM

4

3.5

4.75

4.5

3.5

4.25

3.5

7

M

31

B

N

3.25

3.5

2

2.75

3

2.75

1.75

5

F

44

B

LM

3.75

4

3.5

3.25

3.75

4

3.5

6

M

25

H

H

2.5

4

3.5

4

3

2.5

2.75

7

M

27

H

H

2.5

2.75

2.25

4

3.25

2.75

3

6

M

60

G

MM

4.75

4.5

4.75

4

3.5

5

4.75

8

F

28

A

H

2.25

3

3

4

2.25

2.25

2.25

5

F

48

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

51

G

MM

4.75

4

3.75

3.25

3

5

4

9

M

39

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

M

28

H

H

2.25

3

3

4

2.25

2.25

2.25

5

F

39

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

7

M

59

G

EM

4.75

4

3.75

3.25

3

5

4

8

M

45

B

MM

4

3.5

4.75

4.5

3.5

4.25

3.5

8

F

37

B

N

3.25

3.5

2

2.75

3

2.75

1.75

5

F

44

B

MM

3.75

4

3.5

3.25

3.75

4

3.5

7

M

28

H

H

2.5

4

3.5

4

3

2.5

2.75

6

M

26

H

H

2.5

2.75

2.25

4

3.25

2.75

3

6

M

59

G

EM

4.75

4.5

4.75

4

3.5

5

4.75

8

M

40

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

7

F

41

G

N

4.75

4

3.75

3.25

3

5

4

8

F

30

B

N

2.5

3.75

2.5

2.25

3

3.75

2.5

6

M

28

S

H

2.25

3

3

4

2.25

2.25

2.25

5

M

40

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

28

A

H

2.25

3

3

4

2.25

2.25

2.25

4

M

40

B

MM

4.25

3.75

3.5

3.25

3

4.25

4

8

M

41

G

EM

4.75

4

3.75

3.25

3

5

4

8

F

45

B

EM

4

3.5

4.75

4.5

3.5

4.25

3.5

7

M

36

B

N

3.25

3.5

2

2.75

3

2.75

1.75

5

F

34

B

MM

3.75

4

3.5

3.25

3.75

4

3.5

7

M

24

H

H

2.5

4

3.5

4

3

2.5

2.75

6

M

27

H

LM

2.5

2.75

2.25

4

3.25

2.75

3

7

M

56

G

MM

4.75

4.5

4.75

4

3.5

5

4.75

8

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Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman