Use the below Employee turnover dataset Excel file to use R analysis

Participants	Job Satisfaction	Work-Life Balance	Career Management	Employee turnover
D6526	3.00	3.00	2.00	3.00
D6528	3.00	2.00	2.00	4.00
D6325	3.00	4.00	2.00	3.00
D5256	4.00	2.50	4.00	3.00
D5897	4.00	4.00	2.00	4.00
D7859	3.50	4.00	5.00	3.00
D6115	1.50	3.50	1.00	2.00
D7425	3.50	2.00	4.00	4.00
D5522	3.00	2.00	4.00	4.00
D7777	3.00	3.00	3.00	2.00
D6487	2.50	2.00	3.00	2.00
D5145	3.00	3.00	3.00	4.00
D7955	3.50	4.00	4.00	2.00
D8452	3.00	3.50	4.00	4.00
D8422	2.00	4.00	2.00	4.00
D7112	1.50	3.00	2.00	4.00
D6666	3.00	2.00	2.00	3.00
D5802	3.50	2.00	4.00	3.00
D7410	3.00	4.00	2.00	3.00
D8223	2.00	3.00	5.00	2.00
D7020	4.00	3.00	1.00	2.00
D7039	2.50	3.00	2.00	2.00
D8912	2.00	2.00	5.00	2.00
D6099	2.00	3.50	4.00	2.00
D5380	3.50	2.50	4.00	3.00
D8050	2.00	2.00	1.00	4.00
D7621	1.50	4.00	5.00	4.00
D5000	2.00	3.00	1.00	4.00
D8000	2.00	2.50	1.00	2.00
D8010	3.00	2.00	1.00	2.00
D8012	2.00	4.00	2.00	4.00
D8015	1.50	3.00	1.00	2.00
D8018	2.00	2.50	3.00	3.00
D7625	3.00	4.00	2.00	2.00
D7627	3.50	3.00	2.00	4.00
D7629	2.00	2.00	4.00	4.00
D6222	3.00	3.00	4.00	4.00
D6224	2.50	4.00	2.00	4.00
D6226	4.00	2.00	2.00	4.00
D6228	4.50	1.50	2.00	2.00

Question:

• .Build a linear model of regression that demonstrates if Job Satisfaction influences Employee turnover. Report the regression coefficient and intercept. Tip: (The function used for building linear models islm(). Thelm()function takes in two main arguments: Formula and Data. The data is typically a data.frame, and the formula is an object of class formula.)
• Does Job Satisfaction influence Employee turnover? Explain the whole process leading to this answer. Report t-value and p-value, too. Tip:

Tip: Perform an F test. The main functions to interact with the F-distribution aredf(), pf(), qf(),andrf().
Tip: Perform a t-test for both independent variables.

Answer rating: 100% (QA)

To determine if Job Satisfaction influences Employee turnover using a linear regression model we need to analyze the provided dataset and perform stat... View the full answer