Job Satisfaction Survey AssignmentYou 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. 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?DATA:GenderAgeEducationLevelWorkPaySupervisorCoworkerOpportunityEngagementCommitmentOverallM30BN2.53.752.52.2533.752.56F28AH2.253342.252.252.254M40BMM4.253.753.53.2534.2548F41GLM4.7543.753.253549M45BEM43.54.754.53.54.253.58F36BN3.253.522.7532.751.754F34BMM3.7543.53.253.7543.57M24HH2.543.5432.52.756M27HH2.52.752.2543.252.7536M55GMM4.754.54.7543.554.758F28AH2.253342.252.252.254M43BLM4.253.753.53.2534.2548F41GMM4.7543.753.253548F45BEM43.54.754.53.54.253.58M30BN2.53.752.52.2533.752.56M28AH2.253342.252.252.254M37BMM4.253.753.53.2534.2547M41GMM4.7543.753.253549F61BEM43.54.754.53.54.253.58F36BN3.253.522.7532.751.754M34BLM3.7543.53.253.7543.57M25HH2.543.5432.52.758M32HH2.52.752.2543.252.7536M55GMM4.754.54.7543.554.758

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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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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.

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?

DATA:

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