GSBS6002: Foundations of Business Analysis

Data Analysis Report

Business Analysis: Employee Satisfaction
Newcastle Ltd is a medium-sized business with 3000 employees across Australia. The
business specialises in the production and sale of safety devices for the mining industry.
Debra Smith has just been appointed as the new CEO of Newcastle Ltd. One of Debra’s
initial strategic goals for the business is to build and maintain a high level of employee
satisfaction, as she views this as an important way to maximise productivity. To that end,
Debra has approached you to undertake a study that investigates the current level of
satisfaction within the organisation and whether that satisfaction differs across individuals
and divisions. As a benchmark, Debra believes that the minimum level of employee
satisfaction required to maximise efficiency is 7 out of 10.
Debra is willing to allocate funds towards improving employee satisfaction if required, but
she wants to know the most efficient way to allocate this money. She has already
commissioned an initial exploratory report, which has identified several possible initiatives
that can be used to improve employee satisfaction, including: paying additional wages or
bonuses, improving staff training and development opportunities, providing work social
events and improving employee benefits by decreasing their overtime requirements. Debra
is interested to know which of these strategies would be most effective to increase the
satisfaction of Newcastle Ltd employees.
A member of your team has already collected data that can be used for this analysis. To
collect this data, a random sample of 100 employees was selected from each of the five
divisions within Newcastle Ltd: accounting, administration, marketing, human resource
management and production. Of the 500 employees that were sent surveys, 400 responded.
The survey used to collect this data is provided below and the survey responses have been
collated in the Job Satisfaction Data.xls Excel file. You are required to write a report after
performing analysis on data collected from the employees of Newcastle Ltd.
2 GSBS6002 – Trimester 3 2014 | The University of Newcastle

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A member of your team has suggested that when you perform this analysis, you should
undertake a series of hypothesis tests to examine the following:
1. Does the current level of overall employee satisfaction differ from Debra’s goal of
7/10?
2. Is there a difference between the overall employee satisfaction of male and female
employees within the business?
3. Are there any differences in the overall employee satisfaction across business
divisions?
4. Are there any differences in the gender compositions across divisions?
5. Is there a relationship between an employee’s years of service and their overall
satisfaction?
6. Do employees who are employed on a different basis (casual, part-time, full-time)
have different perceptions about how they are valued within the organisation?
7. Is there any difference between the importance that employees place on their
income and their training and development opportunities?
8. Is there any difference between the importance that employees place on work social
events and the number of hours that they work?
9. Is there a relationship between an employee’s salary and their overall satisfaction?
10. Which of the determinants of employee satisfaction (Questions 10-13) are related to
the overall satisfaction of Newcastle Ltd employees?
Write a data analysis report that provides the results to each of the ten hypotheses above
and make overall recommendations to the business that Debra can use for future business
decision making. Based on your analysis relating to these hypotheses, your report should
focus on two key questions: the current employee satisfaction within the business and the
strategy or strategies that would be most effective to increase employee satisfaction.

Report Structure
Executive Summary
This section should provide a brief overview of the analysis report. You should discuss the subject
matter, the method of analysis, the findings and recommendations and any limitations of the report.
It is suggested that the Executive Summary is the last section that you write. This section should be
200 words maximum.
Introduction
Provide a brief background to the case to put your analysis in context. Provide a discussion of the
objectives of your analysis. This section should be 150 words maximum.
Research Design
Discuss the data collection process and the sampling procedures that were applied. In this section
you should also outline the ethical considerations that would have been taken into account when
collecting data from this survey and reporting your results. This section should include at least three
references. This section should be 300 words maximum
Analysis
Synthesise the hypothesis test results as they relate to the two key research questions. Report the
conclusions that can be derived from this analysis. This section should be 300 words maximum.
Recommendations
Briefly summarise your results and provide recommendations to Newcastle Ltd. Bullet points can be
used for the recommendations. This section should be 150 words maximum.
Reference List
Minimum of three (i.e. books, journals, on-line reference)
Appendix: Hypothesis Testing
For each hypothesis you should:
a) State the null and alternative hypotheses.
b) Select an appropriate statistical test and briefly justify your selection.
c) Perform the appropriate test using Microsoft Excel.
d) Report the results of your analysis (including tests statistic and p-value).
e) Provide a brief interpretation (both statistical and non-statistical) of the results.
Each hypothesis should be discussed in approximately 100 words. An example is provided below.