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Business Analytics and the Data Driven Organisation
INFS 5117
2017
Student's Assignment Guide
(Internal)
Business Analytics Capability Proposal
40%
2000 words
Due: Sunday, 28 May 2017, 11.00pm
Late assignments: 20% per day deducted
Last updated: Sunday 7.5.17, 8.00am
Sections that have been added are marked with #
Develop a proposal for management of a nominated organisation to implement
Business Analytics capabilities
Proposal should include recommendations of which Business Analytics technologies
and methodologies should be introduced, why and to which groups of employees in
that organisation.Page 2 of 7
About this Assignment
This assignment is giving you practice in bringing together the knowledge you have acquired in this
course, applying it to a business need and being able to communicate that. Imagine that you are
presenting your proposal to the senior management team of your chosen organisation. Assume that
the audience know little about business analytics, but they want to make better use of their data
which is why you have been invited to submit a proposal.
However, the assignment is not just a sales pitch – you must demonstrate that you know what you
are talking about, back up your arguments with evidence, communicate new concepts and
demonstrate to the audience that you would be worth engaging.
You are being assessed on demonstrating your understanding and applying it, not just finding and
presenting information of ‘experts’. This assignment requires you to work things out yourself as well
as making use of research.
It is recommended that you follow the first three steps of the Implementation Approach outlined in
the ‘Building Organisational Analytics Capability’ presentation (week 7):
1. What are the business priorities and expected benefits for analytics?
2. Who are the groups/users needing analytics?
3. Which analytics will be delivered to meet these needs?
You should also include some high level recommendations related to this step:
7. How will analytics be managed, maintained and governed to ensure it continues to provide
value?
You are not required to discuss these aspects of implementation:
4. Who will build the analytics?
5. How much will analytics cost compared to savings and other benefits?
6. Which methodologies are needed to plan and develop analytical capability?
Nominated Organisations
Choose one of these:
Bunnings Hardware
McDonald’s
Salvation Army
Or choose your own, but check with the lecturer first.
Please do not contact the organisation! See below for how to research them.
Business priorities/opportunities/issues and expected benefits
Identify the key business priorities of your chosen organisation - this shows the audience you
understand how their business needs. For example use their strategic plan or annual report to
identify these priorities. Some priorities will be issues or threats the organisation is facing, some will
be opportunities or initiatives they are pursuing. Business analytics is useful in both situations –
especially to discover opportunities and issues the organisation isn’t currently aware of.
If you want you can choose a single strategic opportunity or problem to focus on that’s fine as long
as it’s significant enough to impact the organisation as a whole – and would justify why thePage 3 of 7
organisation should invest in business analytics. For example making inventory management more
efficient at a national supermarket chain may not have a significant impact on the whole
organisation, whereas increasing online ordering could transform the business. The reason a whole
of organisation perspective is required is because your proposal should argue that business analytics
will be vital to the organisation on an ongoing basis and requires a whole of organisation perspective
to be done well. Otherwise the risk is your proposal would be seen as a once off solution to an
existing opportunity or problem.
Note: this is not a company analysis assignment so don’t spend too much time researching or writing
about the opportunity or problem or priority. We have been discussing in class the types of business
priority. Examples of business priorities can be found in the ‘Data as an Organisational Asset’ and
‘Building Organisational Analytics Capability’ presentations.
Example: for the children’s clothing store Pumpkin Patch, a business priority is keeping up to
date with the latest children’s clothing designs. Source of research is this media article:
http://www.news.com.au/finance/business/retail/how-pumpkin-patch-went-from-boom-tobust-in-less-than-a-decade/news-story/3cd687219d81fad0cbbadc429c271ebd
Also assume that the chosen organisation has no analytics capability currently. So don’t research
what they do actually have in place.
Groups/Users needing analytics?
Since this is a proposal for senior management then you can assume they would be the users.
However depending on the business priority/ies you choose there would be other groups as well. In
class we have identified these groups as the ‘stakeholders’ using the Identify Data Needs flowchart
in the ‘Data Centric Enterprise Architecture’ presentation. You should summarise what types of
decisions and questions these stakeholders would need answering relating to the business need.
(Usually you would consider external users such as suppliers in a proposal like this, but leave these
out for this assignment.)
Keep in mind both the strategic and operational analytical needs – for instance what type of
questions would senior management have for exploring the opportunity or problem and what
questions would operational managers have to be able to implement the decisions of senior
management. You don’t have to cover ALL questions or decisions – that would take too much time,
just enough to explain to the audience.
Make use of the Implementation Approach slides in the ‘Building Organisational Analytics Capability’
presentation.
Example: for Pumpkin Patch’s business priority, here are the groups needing analytics and
their questions:
Senior Management
Which designs to stop selling
What will customers want to buy
What designs are competitors selling
How can we better predict market trends so we act soonerPage 4 of 7
Clothes Buyers
Where do we source the designs for the best price
How do we find reliable suppliers
Marketing Team
Which features should we market to different customer types
If the new designs aren’t selling as well as we expected what is the reason
Which analytics will be delivered to meet these needs?
Refer to the Implementation Approach slides in ‘Building Organisational Analytics Capability’
presentation and the examples in the ‘Business Intelligence and Big Data’ presentation. Consider
how the groups/users you identified would actually be using the analytics.
Summarise the information users would need, like we have been doing in class. See also the ‘Data
Types and Metrics’ presentation as a guide.
Since this proposal is about building analytics capability you also need to cover – at a high level – the
back end components needed. For instance if you have identified that you would use big data then
you should include a recommendation about investing in the cloud.
Analytics management, maintenance and governance
Include some recommendations for how analytics should be managed and governed on an ongoing
basis. Here you would also include recommendations about investing in information quality and
master data as well as covering areas in the ‘Data Quality, Security and Governance’ presentation.
Practical examples
Provide two examples of a dashboard (as screen shots) in the proposal – this would give the
audience an idea of what you would be providing them if they accepted your proposal. See the ‘Data
Visualisation’ presentation and that topic’s readings for ideas. If you wish, build your own
dashboard using PowerBI and include that as one of the screenshots.
Business Analytics technologies
When you recommend particular technologies (eg: data warehouse) please provide (brief)
explanations. This assignment should demonstrate that you know how these different technologies
are relevant to the business.
If you wish, use the Gartner Hype Cycles to recommend particular types of technologies, but don’t
focus on a specific tool or vendor.Page 5 of 7
Marking criteria
The assignment will be marked on how well you cover each of the points:
Area Weighting
Your understanding of the organisations business need(s) 10%
Groups/Users needing analytics 10%
Which analytics will be delivered 20%
Analytics management, maintenance and governance 10%
Practical examples 20%
Knowledge of business analytics technologies 10%
Referencing
Correct referencing as per UniSA guidelines (including use of in-text
references)
Quality of references
How recent references are
5%
Use of formal business or academic language 5%
Correct grammar and spelling 5%
Layout and professional presentation 5%
Keeping within the word limit 0.5 marks deducted for
each 1% over/under
For each of these you will be given a rating of ‘Excellent’, ‘Good’, ‘Fair’, ‘Poor’ or ‘None’ (if the
section is missing). As a guide, if all ratings are ‘Excellent’ you would receive a High Distinction for
the assignment (between 85-100%) or if all ratings are ‘Good’ you would receive a Credit (65-74%).
The more you can back up your suggestions with research and examples, the higher mark you will
receive.
Presentation/structure
The structure should be in a logical format that flows well. As a minimum include a title page and
section headings. The title page is separate to the assignment cover page.
A sample template for the assignment is available on the course website. You don’t have to use this
template, you can come with your own structure. For instance, the sample template includes a
Table of Contents and Executive Summary, you can leave these out if you want.
Since this is proposal for a business audience, it should be presented in a professional format making
it easy to read. The use of diagrams and graphs, particularly to show figures will earn more marks.
An efficient layout is also important but don’t spend too much time on making it look good and not
enough time on the content.
Using bullet points are OK occasionally but you'll need sentences for each point (ie. just a bullet
point list with no explanation isn’t suitable).Page 6 of 7
Word limit
2000 words +/- 10%. (1800 – 2200 words)
Marks will be deducted if the assignment is too short or too long. Keeping to a word limit requires a
focus on what the reader most needs to know.
These are included in the word count:
The 'body' of the assignment:
Headings
Direct quotes (you will gain more marks by writing using your own words than using lots
of direct quotes)
Summary/Executive Summary (if you chose to include one)
Diagram headings and captions
These are excluded:
Title page
Table of contents
References
Footnotes
Text within diagrams
Referencing
Referencing is important for assignments to: (a) expand your knowledge of the assignment topic and
(b) provide evidence to the claims you make and (c) demonstrate you know what you are talking
about to make a convincing proposal and (d) provide other examples or case studies
The general rule is if you are using information or data that is not of your own creation then you
need to acknowledge it. Not only is this for academic integrity but to add weight to your
recommendations – to show they are just not opinions.
This includes the screenshots, data you use and points taken from the presentations.
How many references?
That depends on how many points you are making. Generally, more is better because you have used
more sources to understand the topic and reinforce your points.
A minimum of 5 references is required. Just adding as many references as possible without using
them in the assignment won't earn maximum marks.
If you plagiarise (ie. copy from references and don't include it in quotes or include a reference) you
will be penalised – students have fail assignments for doing this!
We want your understanding on the topic, not copied words from experts – this only demonstrates
that you can research well, not apply your learning.
Reference quality
The type (quality) of references makes a difference and this is considered in the marks as well. Feel
free to use the readers and links from the lectures and Course Outline.Page 7 of 7
Avoid marketing/vendor sites and general websites - the quality is not assured because anyone can
get a website up regardless of their expertise and marketing material from software companies is
usually biased. The exception would be news sites when you want to report an event or where they
are the sole vendor of a technology.
Finding references by Googling them is a poor approach – try the library catalogue instead.
Reference recency
Since this area is a fast-moving area use references from the last 5 years. Consider if you were a
senior manager considering a review or proposal – would you trust a report that is using information
from 6 years ago? The exception is if the reference is one of the supplied readings/viewings for the
course.
Referencing style
Please use the Harvard style of referencing in-text citations. Refer to section on ‘Harvard Rules’ and
‘Harvard Guide’ here www.unisa.edu.au/referencing.
References must be in English.
References must be available when the assignment is being marked.
Other
Do not write in the first person (“I”)
Use formal language – this is a report intended for business.
Good luck!