Reference no: EM132448483
The CEO of Ras Al Khor incorporated has recently gathered a lot of heat due to a radical corporate restructuring and downsizing strategy. Over a period of 2 months, the firm laid off over 275 full time employees. While the HR department maintains that the severance packages are based on employee's length of service and monthly salary, several employees have complained that they have been treated unfairly.
The board of directors have appointed a legal research team to look into this matter which is responsible for determining the mechanism through which employee compensation for terminated employees was calculated and to establish if there were any instances of discrimination in the way the restructuring efforts were carried out.
Problem 1
P1. What is the aim of this research?
Problem 2
Company policy specifies that each employee's severance should be determined by three factors: employee absences, length of service with the company, and monthly salary.
P2. Identify the independent and dependent variables.
Problem 3
The research team has used company data to develop the following correlation matrix.
Table 1: Correlation Analysis
|
|
Employee Absences
|
Length of Service
|
Monthly Salary
|
Employee Severance
|
Employee Absences
|
1
|
|
|
|
Length of Service
|
0.56
|
1
|
|
|
Monthly Salary
|
0.02
|
0.17
|
1
|
|
Employee Severance
|
-0.75
|
0.43
|
0.82
|
1
|
P3. Evaluate the relationship between the key variables.
Problem 4
Results of multiple linear regression are provided below:
Table 2: Multiple Linear Regression: Summary Output
|
|
Coefficients
|
Intercept
|
-0.43
|
Employee Absences
|
-3.23
|
Length of Service
|
0.25
|
Monthly Salary
|
7.45
|
P4. Use this information to develop and interpret a regression equation.
Problem 5
Alia Al Ketbi, one of the employees that got terminated, was awarded a severance of AED 60 thousand. She has been working with the company for 9 years, received a monthly salary of AED 12 thousand, and had a total of 3 absences in her record.
P5. Use the regression model to determine if her severance package was fair.
Problem 6
Results of the three goodness of test measures are given in the table below:
Table 3: Goodness of Fit Tests
|
R Square
|
0.42
|
|
ANOVA
|
F
|
Sig F
|
15.49
|
0.013
|
|
|
|
|
|
|
|
Coefficients
|
St.Error
|
t Stat
|
P-value
|
|
Intercept
|
-0.43
|
0.53
|
-1.2
|
0.2312
|
|
Employee Absences
|
-3.23
|
0.09
|
4.6
|
.00001
|
|
Length of Service
|
0.25
|
0.14
|
0.2
|
0.5842
|
|
Monthly Salary
|
7.45
|
0.12
|
-3.1
|
0.0021
|
|
P6. Use this table to comment on the goodness (quality) of the regression model.
Problem 7
The research team has also compared number of terminations across the three branches of the organization. The results are summarized in the following table:
Table 4: Anova: Single Factor (Alpha 0.05)
|
Groups
|
Count
|
Sum
|
Average
|
Variance
|
|
|
Ras Al Khor Abu Dhabi
|
15
|
119
|
7.9
|
0.23
|
|
|
Ras Al Khor Dubai
|
15
|
92
|
6.1
|
0.15
|
|
|
Ras Al Khor Sharjah
|
15
|
67
|
4.5
|
0.20
|
|
|
|
|
|
|
|
|
|
ANOVA
|
|
|
|
|
|
|
Source of Variation
|
SS
|
df
|
MS
|
F
|
P-value
|
F crit
|
Between Groups
|
0.25
|
2
|
0.125
|
4.409
|
0.021
|
3.23
|
Within Groups
|
40.97
|
42
|
0.278
|
|
|
|
Total
|
41.22
|
44
|
|
|
|
|
P7. What conclusions can be drawn from the results presented here?
Problem 8
The following table summarizes the results of a t-test for differences.
Table 5: t-Test - Severance Amount (Alpha 0.05)
|
|
Male
|
Female
|
Mean
|
79,654
|
65,432
|
Variance
|
0.35
|
0.21
|
Observations
|
100
|
150
|
t Stat
|
1.77
|
|
P(T<=t) two-tail
|
0.09
|
|
t Critical two-tail
|
2.08
|
|
P8. What hypothesis is being tested in Table 5? Interpret the results of the t test.
Problem 9
P9. Based on the findings of this research, what insight would you provide to the board of directors?
Analysis of business environment of RNS from Milestone One
: Write an audit program for internal control of cash of Control environment, Risk assessment ,Control activities ,Information and communication
|
What is the strategy for ongoing risk identification
: An action plan is often developed to assist project leaders to effectively demonstrate what items need to be addressed when charged to create or improve.
|
Identify the target stakeholders and their relationship
: Identify the target stakeholders and their relationship to the mission, vision, and values of Anthem Inc.
|
How you intend to work with the current administrator
: Explain your plan of action of how you intend to work with the current administrator and fix the network issues he has helped to create over the last 17 years.
|
Identify the independent and dependent variables
: Identify the independent and dependent variables and Company policy specifies that each employee's severance should be determined by three factors: employee
|
How well do the sites acquire fans and amplify responses
: How well do these sites acquire fans, generate engagement, amplify responses, create a community, and strengthen their brands? What recommendations can you make
|
How would describe hansson private label
: How would describe Hansson Private Label. Discuss the motivation and strategic rationale for the possible expansion. What are the potential risks and rewards?
|
Discuss your findings with the director about the project
: You discuss your findings with the director and find out that this project has been going on for 2 years and has cost this nonprofit close to $250,000 a year
|
Corporate social responsibility is emerging trend
: Corporate social responsibility is an emerging trend for businesses in today's environment.
|