Question: Assignment: Project Analysis (Hypothesis Testing Using R) Given: Research questions: What are the factors for high employee turnover rate in a particular retail company? Hypothesis:

Assignment: Project Analysis (Hypothesis Testing Using R)

Given: Research questions:

What are the factors for high employee turnover rate in a particular retail company?

Hypothesis:

Hypothesis 1: Job satisfaction (JS) has a negative impact on employee turnover in retail companies.

Hypothesis 2: Career management (CM) has a negative impact on employee turnover in retail companies.

Hypothesis 3: Work-life balance (WB)has a negative impact on employee turnover in retail companies.

Data were collected from 40 Participants and the full data is attached below.

Question: By looking at the variables in Employee turnover dataset, (applying bivariate and multivariate statistical methods using business data ); Conduct a significance test in R for the above three hypotheses at a confidence interval of 90%. For each test, discuss and summarize in detail: A. Accept the hypothesis? B. Summarize the whole process of the analysis for each hypothesis.

Employee turnover dataset data

Satisfaction Survey Data
Participants Gender Age Educational Level Work status JS-1 JS-2 WLB-1 WLB-2 CM
D6526 Female 20 - 30 High school diploma Part-time 75 25 25 75 25
D6528 Female 31 - 40 Associate Degree Full time 75 25 25 25 25
D6325 Female 31 - 40 Associate Degree Full time 75 25 75 75 25
D5256 Male 31 - 40 Associate Degree Full time 75 75 50 25 75
D5897 Male 20 - 30 Associate Degree Part-time 75 75 0 75 25
D7859 Female 20 - 30 High school diploma Part-time 50 75 75 75 100
D6115 Female 20 - 30 Associate Degree Part-time 25 0 50 75 0
D7425 Male 20 - 30 Associate Degree Full time 50 75 25 25 75
D5522 Female 20 - 30 Associate Degree Full time 50 50 25 25 75
D7777 Female 20 - 30 High school diploma Part-time 75 25 25 75 50
D6487 Female 20 - 30 High school diploma Part-time 25 50 25 25 50
D5145 Female 41 - 50 Associate Degree Full time 75 25 75 25 50
D7955 Female 20 - 30 High school diploma Part-time 50 75 0 75 75
D8452 Female 20 - 30 High school diploma Part-time 25 75 50 75 75
D8422 Female 20 - 30 Associate Degree Part-time 25 25 75 75 25
D7112 Female 20 - 30 Associate Degree Full time 25 0 25 75 25
D6666 Female 20 - 30 Associate Degree Full time 75 25 25 25 25
D5802 Female 20 - 30 Associate Degree Full time 50 75 25 25 75
D7410 Male 20 - 30 Associate Degree Part-time 75 25 75 75 25
D8223 Male 20 - 30 High school diploma Part-time 25 25 25 75 100
D7020 Male 20 - 30 Associate Degree Part-time 75 75 25 75 0
D7039 Female 20 - 30 Associate Degree Part-time 25 50 25 75 25
D8912 Male 20 - 30 Associate Degree Full time 25 25 25 25 100
D6099 Male 20 - 30 Associate Degree Full time 25 25 50 75 75
D5380 Male 31 - 40 Associate Degree Part-time 25 100 0 75 75
D8050 Female 20 - 30 High school diploma Part-time 25 25 25 25 0
D7621 Female 20 - 30 High school diploma Part-time 25 0 75 75 100
D5000 Female 20 - 30 High school diploma Part-time 25 25 25 75 0
D8000 Female 20 - 30 Associate Degree Part-time 25 25 0 75 0
D8010 Male 20 - 30 Associate Degree Full time 25 75 25 25 0
D8012 Male 20 - 30 Associate Degree Full time 25 25 75 75 25
D8015 Male 20 - 30 High school diploma Part-time 25 0 25 75 0
D8018 Female 20 - 30 High school diploma Part-time 25 25 50 25 50
D7625 Female 20 - 30 Associate Degree Part-time 25 75 75 75 25
D7627 Male 31 - 40 Associate Degree Part-time 25 100 75 25 25
D7629 Female 20 - 30 Associate Degree Full time 25 25 25 25 75
D6222 Female 20 - 30 Associate Degree Full time 25 75 25 75 75
D6224 Male 20 - 30 Associate Degree Full time 75 0 75 75 25
D6226 Male 20 - 30 High school diploma Part-time 75 75 25 25 25
D6228 Male 20 - 30 Associate Degree Full time 75 100 0 25 25
Satisfaction Survey Data
Participants Gender Age Educational Level Work status I am given the resources to do my job The Compensation provided by the company is fair. I feel that I have a good work-life balance. I experience high levels of job stress. The training and development opportunities provided by the company are satisfactory.
D6526 Female 20 - 30 High school diploma Part-time Agree Disagree Disagree Agree Disagree
D6528 Female 31 - 40 Associate Degree Full time Agree Disagree Disagree Disagree Disagree
D6325 Female 31 - 40 Associate Degree Full time Agree Disagree Agree Agree Disagree
D5256 Male 31 - 40 Associate Degree Full time Agree agree Neutral Disagree Agree
D5897 Male 20 - 30 Associate Degree Part-time Agree agree Agree Disagree
D7859 Female 20 - 30 High school diploma Part-time Neutral agree Agree Agree Strongly agree
D6115 Female 20 - 30 Associate Degree Part-time Disagree Strongly disagree Neutral Agree Strongly disagree
D7425 Male 20 - 30 Associate Degree Full time Neutral agree Disagree Disagree Agree
D5522 Female 20 - 30 Associate Degree Full time Neutral Neutral Disagree Disagree Agree
D7777 Female 20 - 30 High school diploma Part-time Agree Disagree Disagree Agree Neutral
D6487 Female 20 - 30 High school diploma Part-time Disagree Neutral Disagree Disagree Neutral
D5145 Female 41 - 50 Associate Degree Full time Agree Disagree Agree Disagree Neutral
D7955 Female 20 - 30 High school diploma Part-time Neutral agree Agree Agree
D8452 Female 20 - 30 High school diploma Part-time Disagree agree Neutral Agree Agree
D8422 Female 20 - 30 Associate Degree Part-time Disagree Disagree Agree Agree Disagree
D7112 Female 20 - 30 Associate Degree Full time Disagree Strongly disagree Disagree Agree Disagree
D6666 Female 20 - 30 Associate Degree Full time Agree Disagree Disagree Disagree Disagree
D5802 Female 20 - 30 Associate Degree Full time Neutral agree Disagree Disagree Agree
D7410 Male 20 - 30 Associate Degree Part-time Agree Disagree Agree Agree Disagree
D8223 Male 20 - 30 High school diploma Part-time Disagree Disagree Disagree Agree Strongly agree
D7020 Male 20 - 30 Associate Degree Part-time Agree agree Disagree Agree Strongly disagree
D7039 Female 20 - 30 Associate Degree Part-time Disagree Neutral Disagree Agree Disagree
D8912 Male 20 - 30 Associate Degree Full time Disagree Disagree Disagree Disagree Strongly agree
D6099 Male 20 - 30 Associate Degree Full time Disagree Disagree Neutral Agree Agree
D5380 Male 31 - 40 Associate Degree Part-time Disagree Strongly agree Strongly disagree Agree Agree
D8050 Female 20 - 30 High school diploma Part-time Disagree Disagree Disagree Disagree Strongly disagree
D7621 Female 20 - 30 High school diploma Part-time Disagree Strongly disagree Agree Agree Strongly agree
D5000 Female 20 - 30 High school diploma Part-time Disagree Disagree Disagree Agree Strongly disagree
D8000 Female 20 - 30 Associate Degree Part-time Disagree Disagree Strongly disagree Agree Strongly disagree
D8010 Male 20 - 30 Associate Degree Full time Disagree agree Disagree Disagree Strongly disagree
D8012 Male 20 - 30 Associate Degree Full time Disagree Disagree Agree Agree Disagree
D8015 Male 20 - 30 High school diploma Part-time Disagree Strongly disagree Disagree Agree Strongly disagree
D8018 Female 20 - 30 High school diploma Part-time Disagree Disagree Neutral Disagree Neutral
D7625 Female 20 - 30 Associate Degree Part-time Disagree agree Agree Agree Disagree
D7627 Male 31 - 40 Associate Degree Part-time Disagree Strongly agree Agree Disagree Disagree
D7629 Female 20 - 30 Associate Degree Full time Disagree Disagree Disagree Disagree Agree
D6222 Female 20 - 30 Associate Degree Full time Disagree agree Disagree Agree Agree
D6224 Male 20 - 30 Associate Degree Full time Agree Strongly disagree Agree Agree Disagree
D6226 Male 20 - 30 High school diploma Part-time Agree agree Disagree Disagree Disagree
D6228 Male 20 - 30 Associate Degree Full time Agree Strongly agree Strongly disagree Disagree Disagree

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