Studies have shown that organisations with happy employees deliver significantly higher productivity...

Question

Studies have shown that organisations with happy employees deliver significantly higher productivity and profits than the average.

Suppose that one of the major telecom companies in Australia has recently conducted a company-wide Employee Satisfaction Survey. Employees are asked to respond to a set of questions that aim to provide insights into how they feel about their work experience.

As a member of the data analysis team, you are required focus on the following objectives:

1. Presenting and analysing the information collected from a sample of employees.

2. Establishing relationships between the job satisfaction level of employees and their specific backgrounds.

satisfactionsurvey-1-2tnbntow-a21hsy35.xlsx stat-f1azzcke-ubyfijxu.png bea674-assignment-s2-2022-2tdax2xa-bnvgdbn1.pdf

Monica · Accepted Answer

Given:
Independent variable - 
· Satisfaction – The job satisfaction score The independent variable is;  
Dependent variable - 
· Evaluation – The latest evaluation score received by employee.
· Num_projects – The number of projects currently involved in. 
· Hours – The average monthly working hours.
· Years – The number of years since joined the company. 
· Accident – 
·  Yes, if the employee has reported accidents/injuries at work 
·  No, if the respondent has left the company
· Left – 
·  Yes, if the respondent has left the company.
· No, otherwise
· Promotion –
·   Yes, if the employee had a promotion in the last 5 years.
·  No, otherwise. 
· Department –
·  Department where the employee is in 
·  No otherwise.
· Salary - 
·   Annual salary in AUD
Describing the univariate data 
The three numerical variables are; hours, satisfaction and salary.
 The three categorical variables are; Left, promotion and department.  
The univariate variables are the values that are non – numerical variables. There are categorical variables that can be categorized in different categories. 
The univariate variables are the numerical variables. These are numerical variable the takes integer values and also the values are continuous in nature.  
Describing the bi – variate data
The relationship between the job satisfaction and the working hours are related to each other. 
The relationship between the job satisfaction and the evaluation score received to the employee is related to each other.

Studies have shown that organisations with happy employees deliver significantly higher productivity and profits than the average. Suppose that one of the major telecom companies in Australia has...

Solution

Answer To This Question Is Available To Download

Related Questions & Answers

Submit New Assignment