4.23 HW fashion management project
FMAN3003 week 15-2.pdf
FMAN3003 RESEARCH PROJECT
30 credits
Week 15 – introduction to the module
Salma Tallaa
WELCOME TO THE MODULE
IDEA
GENERATION RESEARCH ANALYSIS OUTCOMES
WHY DO THIS? AIM OF THE MODULE?
• Demonstrate your ability to retrieve and sift information
• Think critically and analytically
• Make informed decisions and communicate effectively.
• Provide opportunities for undertaking an independent research investigation in an
area YOU are interested in
• CAN BE related to one of the main study areas of the programme OR a
combination of areas
1/10/2024
WHAT DO I HAVE TO DO?
1/10/2024
PROJECT PLAN
(FORMATIVE)
RESEARCH PROJECT
6000-9000 WORDS
HAND IN WEEK 31
(100% OF MARKS)
WHAT DO I HAVE TO DO?
1/11/2024
• Try to think of an original idea, Fashion and textile related in a broad sense
• To come up with new knowledge in your research area
• To produce a tangible outcome:
• New framework
• New theory
• New piece of knowledge
RESEARCH PROJECT (100% MARKS)
◦ BRIEF IS ON Learning Zone WITHIN THE MODULE WORKBOOK
◦ DUE WEEK 31, Friday 3rd MAY
◦ 6000-9000 WORDS ON A TOPIC OF YOUR CHOICE (NEGOTIATED WITH TUTOR)
◦ SHOULD BRING NEW KNOWLEDGE WITHIN THE CHOSEN AREA
◦ YOU WILL ACHIEVE THIS THROUGH SETTING A CLEAR AIM AND OBJECTIVES
◦ THE AIM AND OBJECTIVES SHOULD BE SMART, IN CHRONOLOGICAL ORDER,
DETAILING HOW YOU WILL ACHIEVE THE AIM, THROUGH METHODOLOGICAL
RESEARCH AND CRITICAL ANALYSIS
◦ YOU WILL COMPLETE THIS THROUGH A COMBINATION OF PRIMARY RESEARCH
(QUESTIONNAIRES) AND SECONDARY RESEARCH
1/10/2024
What worries or what preconceived ideas do you have about your research project? - Discuss
WHO WILL HELP?
◦ The research is entirely student led BUT we are here to support you!
◦ To support you in this you will have:
◦ Seminar sessions- to provide information as you go through the stages
of your dissertation, smaller group activities to help you through the
stages
◦ Tutorial advice – you will have a supervisor who you will have small
group sessions from week 17 - providing guidance and support from
the tutor and your tutor group
◦ Support materials on Learning Zone and through the library to help you
are your dissertation journey
Library Learning Services: Workshops, Drop-ins & Tutorials
Workshops
1/11/2024
◦ Live, one-to-one chat for skills help across all subjects at all school levels through to tertiary
bridging/ access/ foundation/ pathways levels.
◦ 24/7 writing feedback focusing on language and structure and referencing help supported
by Citation Assist to prevent unintentional plagiarism
◦ Studiosity mobile app which you can use when you're out and about
https://studiosity.com/connect/users/sign_in
WHAT TO DO FIRST?
1/10/2024
• READ THROUGH THE MODULE WORKBOOK
• FAMILIARISE YOURSELF WITH THE BRIEF
• MAKE YOURSELF A CHART WITH KEY DATES
AND A WEEK BY WEEK PLAN - PRINT OUT OF
KEEP SOMEWHERE ACCESSIBLE
Idea Generation
◦ Where can we find
ideas for research
topics?
◦ (class discussion)
Idea Generation ◦ Has anyone thought of any ideas
yet?
◦ How did you come up with your
ideas?
◦ Past dissertation topics
◦ Speaking to other students
◦ Always interested in a particular topic
◦ Something I learnt on the course
sparked an idea
◦ In line with my career aspirations
◦ Article I read
◦ Based on proving or disproving a
theory I’m interested in
PREVIOUS STUDENT’S IDEAS:
◦ AN INVESTIGATION INTO CONSUMER BEHAVIOUR OF CHINESE CONSUMERS
TOWARDS CHINESE FAST FASHION BRANDS
◦ SUCCESSFUL SELLING STRATEGIES ON VINTED
◦ GYMSHARK – SECRETS TO THEIR GROWTH STRATEGY
◦ UNIFORMS AND THE PSYCHOLOGY BEHIND THEM
◦ DO SOCIAL MEDIA INFLUENCERS NEGATIVELY AFFECT CONSUMER SELF-PERCEPTION
◦ FASHION CLOTHING RENTAL, IS IT REALLY SUSTAINABLE?
◦ THE RISE OF THE LOUNGEWEAR MARKET AND OPPORTUNITIES POST COVID
◦ THE UK HIGH STREET – HAS IT HAD IT’S TIME?
1/10/2024
◦ What’s going on in the world - Political
headlines – how they are effecting retail and
brands?
◦ Sustainability
◦ Greenwashing
◦ Cost of living crisis
◦ Demise of the high street
◦ Metaverse
◦ Fashion magazines – Elle, Vogue, Grazia etc.
What are they writing about
◦ Drapers online – headlines and articles
◦ Business of Fashion – reports and articles
◦ Social media – new up & coming brands
◦ Linked in – articles
◦ Networking – contacts in business
◦ Your own interests
◦ Topics covered on the course you want to
explore in more depth
◦ McKinsey’s State of Fashion report offers the best
of our research and insights into the fashion
industry. View the archives for past reports from
2017-2023.
https://www.mckinsey.com/industries/retail/our-
insights/state-of-fashion-archive
◦ The state of Fashion 2024 report
https://www.mckinsey.com/industries/retail/our-
insights/state-of-fashion#/
1/11/2024
Here’s a list of topics from the Drapers Digital Forum
How could you take these titles and turn them into
a research topic with a tangible outcome?
1/11/2024
What research topic(s) could be inspired by this article?
What’s next for sustainability in 2024?
(drapersonline.com)
• 3D body scanning
• Digital fitting room
• Circular models in fashion retail
• Clothing longevity
• Circular Business Models Guide for Fashion
• Reuse and recycling sector
• Automatic-sorting for Circular Textiles
• Water-intensive alternatives to
conventional cotton
• Organic, regenerative, and recycled
cotton
• Next-gen manmade cellulosic fibres
• Collaboration in the fashion industry
• Partnerships in textile sustainability
• System change in the fashion industry
Pull out keywords:
• Circular design
• Textile sustainability
• Textiles 2030
• Carbon footprint reduction
• Water footprint reduction
• Eco-design requirements
• Extended Producer Responsibility (EPR)
• Product Environmental Footprints (PEF)
• Digital Product Passports (DPPs)
• Circular business models
• Product durability
• Overproduction in the fashion industry
• Unsold and surplus stock
• Maximizing Resources, Minimizing Waste strategy
1/10/2024
COME UP WITH
SOME IDEAS
THINK ABOUT WHAT INTERESTS YOU
WHAT TOPICS HAVE YOU ENJOYED LEARNING ABOUT
CONSIDER YOUR HOBBIES
WHAT ARE YOUR CAREER ASPIRATIONS?
NOW YOUR TURN TO GENERATE SOME IDEAS…!
1/10/2024
FMAN3003 week 16 - Copy (1)-1.pdf
FMAN3003 RESEARCH PROJECT WEEK 16 - UNDERSTANDING RESEARCH
PROJECT PLANNING
S AL M A TAL L AA
Content
❑ Nature of research
❑ Research process and terminology
❑ Setting the Aim and Objectives of your research
❑ Project structure
❑ Project planning
What is Research?
Systematic investigation to discover or establish facts, information, or knowledge.
“Research is about investigation;
learning about something new or
learning about something from the
past. It can often be likened to the
beginning of a journey of exploration.
It is about reading, visiting or perhaps
viewing but above all it is about
recording information.”
(Seivewright, 2012)
“The Scientific Method is the process by which
Scientists (researchers, such as yourself) Collectively
(working with others or on your own) AND over time (as
a continuing never ending process), endeavour to
Construct an accurate representation of the world (in
terms the physical world, the living world, human
beings and all of human creation)
We can define research as an activity of systematic enquiry
that seeks ANSWER a PROBLEM or QUESTION.
Why research?
Driving force behind progress, innovation, and informed decision-making
• To answer any particular questions relating to any subject and discover approaches to provide
theories to justify those answers.
• To motivate you as a creative person. You can explore a range of options for focusing on new
topics or ideas by gathering various references and looking into several areas of interest.
• It may be possible to investigate learning new information, skills, or technology.
• The foundation for launching new design or commercial concepts.
Knowledge
•Knowledge is built upon knowledge. This is a flaw in the logic of science.
•We have to acknowledge that ALL knowledge is built upon previous knowledge in some form or other.
This undermines the image of Rigid, Fixed, True, Unchanging Solidity of science.
•We are trying to understand the world around us using systems and constructs that we have devised.
We call this the Body of Knowledge
Knowledge
Knowledge
Knowledge
Knowledge
Knowledge
Body of
Knowledge
Research process
Research process
Data Collection
Data Collection is
used to describe
the observation,
measurement, and
recording of data or
information.
Data Analysis
Data Analysis refers to
arranging and organising
the data that has been
gathered so that we may
determine their relevance
and make generalisations
about them.
Write up
The last stage of the
study or investigation. Its
goal is to inform the
audience or readers of
the information it
contains.
Research Paradigms and Approaches
Research paradigms are sets of assumptions that guide research, shaping
how researchers view the world and make methodological choices.
• Objective reality.
• Quantifiable data.
• Deductive reasoning.
Example: Research on the impact of fast
fashion on environmental sustainability.
• Subjective reality.
• Emphasis on meanings.
• Inductive reasoning.
Example: Research on how Gen Z people feel
about fast fashion.
InterpretivismPositivism
Quantitative Research
Numerical data. Surveys, experiments
Qualitative Research
Non-numerical data. Interviews, case studies.
Paradigm
Approach
Research Methodology & Methods
Research methodology refers to the overall framework of the research process, guiding the entire study.
•Philosophical Approach: The underlying philosophy or paradigm (e.g., positivism, interpretivism). •Research Design: The overall plan or structure of the study. •Data Collection and Analysis: How data will be gathered and interpreted. •Ethical Considerations: Addressing moral and ethical aspects in research.
Research method is a specific technique or tool used to collect and analyse data within the chosen methodology. Examples: Survey, Interview, Experiments
Components:
Methodology: The overarching plan and guiding principles.
Method: The specific technique or tool used within that plan.
When you have built your aim and objectives, you can then start to design your research methods to achieve them …
The aim and objectives express the PURPOSE
and FOCUS of the research project.
• There is a single aim and around 5 or 6
objectives.
• These are often confused and conflated but they
have very different purposes.
• While the aim is the overall purpose written as a
single sentence, the objectives are the milestones
on the journey to achieve the aim.
Research Aim
The aim of the research relates to its purpose – what is the project trying to
achieve? What is it AIMing to achieve?
Some definitions are:
• What you are trying to achieve.
• The purpose of the research.
• A statement of intent.
• What you hope to achieve at the end of the project.
• This dissertation aims to identify how the use of technology could improve the
consumer experience of shopping in-store.
• This dissertation aims to identify the demand of real vs faux fur in the fashion
industry based on the cultural context.
Examples:
Research Objectives
The objectives are the major milestones along the
way, the steps you will take in order to achieve the
aim.
Some definitions are:
• The steps required to achieve the desired outcome.
• The checklist to ensure you have achieved the aim.
• To establish how retailers are connecting emotionally
with their consumers via ecommerce.
• To identify how flagship and pop-up stores can be an
advantage to help in-store and online sales for a brand.
See how the main aim can be broken into
a series of smaller sub-aims – these are
the objectives.
Express them in terms of what each one
will establish, or find out, rather than in
terms of how you will achieve it.Examples:
Research Objectives
Specific. Be precise about what you are going to achieve.
Measurable. How will you know when you have achieved
it? What will you measure to determine this?
Achievable. Ensure that is actually achievable.
Realistic. Ensure that the scope of the objective is realistic
and not too large or small.
Time bound. Map your plan out onto your Gantt chart to
ensure that you can achieve it within an appropriate time
period.
Choosing a topic
Start
reading
I feel my topic is
too narrow
I feel my topic is
too wide
I have more
ideas around my
topic
Keep
reading
I have more
specific ideas
around my topic
VS.
Either way, the key is to read!
Chapter 1
Introduction
Chapter 2
Literature
review
Chapter 3
Methodology
Chapter 4
Results
Chapter 5
Analysis &
Discussion
Chapter 6
Conclusion &
Outcomes
Introduce the
reader to your
topic, aims &
objectives,
overview of how
you will conduct
the research
and why it is
important
A critical review
of previous
research
comparing and
contrasting
viewpoints,
theories and
studies to
highlight gaps
in knowledge
Focuses on the
design of
primary
research
methods.
Demonstrates
how primary
research will
fill gaps in
knowledge
Presents the
findings /
results from
primary
research
normally as
charts / graphs
/ tables in
preparation for
analysis in the
next chapter.
Critical analysis
of primary
research
findings.
Developing
themes / new
insights.
Comparing and
contrasting with
secondary
findings.
Concludes the
project stating
whether the aim
was met or not.
Presents the new
information /
recommendation
s / framework /
new theory / or
outcome.
The basic outline structure for your dissertation
Word count
As a very rough guide your word count breakdown may look something like this:
INTRODUCTION 500
LITERATURE REVIEW 2000
METHODOLOGY 1500
RESEARCH RESULTS 1500
RESEARCH FINDINGS 2000
CONCLUSION 1000
RECOMMENDATIONS 500
Total 9000
Project Planning
Gantt Chart
• This chart is named after Henry Gantt (1861- 1919), who developed this chart around the years
1910-1915 (Morris, 1997).
Purpose of a Gantt Chart:
• Plan your time
• Understand what you have to do
• Understand the order in which it needs to be done
• Shows how many task you have to do at any point in time
• Shows at a glance what has been done and what still needs completing
• Acts like a critical path to follow week by week
• Allows you to plan and stick to timescales
Gantt Chart
Gantt Chart
CLaSS Time Management online workshop
Click here
Project Plan
You are to produce a project plan, which should be
around 2 pages. Your plan should consider all the
elements described above, along with:
• A justification for the project, showing its context.
• A clear statement of the aim and objectives.
• An initial idea about the methods you may use.
• A statement of who will find the work useful.
Week 21: Friday 23rd February, 23:59 pm
The Planning Worksheet (D) has been designed to
support the first steps on your planning journey by
helping you to identify:
The topic
The problem
The significance
The secondary data
The primary data
The collection methods
The boundaries
Reflection
Project Plan
Week 20 Tutorial
Do you have any questions/ concerns
about planning your project?
Discussion time!
FMAN3003 week 17-1.pdf
FMAN3003 RESEARCH PROJECT
Week 17 - Secondary Research and Literature Review
Salma Tallaa De Montfort University
Literature review
Chapter 1
Introduction
Chapter 2
Literature review
Chapter 3
Methodology
Chapter 4
Results
Chapter 5
Analysis & Discussion
Chapter 6
Conclusion & Outcomes
Literature review
literature search and review
This is a search designed to identify existing research and
information about your chosen topic
This is a written piece summarising and analysing the
literature you have found through your search.
Literature search Literature review
Synthesis: the combination of components or elements to form a connected whole.
What is literature review ?
the literature review is a work of Synthesis
• A literature review is a critical analysis of existing research which is relevant
to your topic, showing how it relates to your investigation.
• It explains and justifies how your investigation may help answer some of the
questions or gaps in this area of research.
Why write a literature review ?
• It can give you a general overview of a body of research with which you are not familiar.
• It can reveal what has already been done well, so that you do not waste time “reinventing the wheel.”
• It can give you new ideas you can use in your own research.
• It can help you determine where there are problems or flaws in existing research.
• It can enable you to place your research in a larger context, so that you can show what new conclusions
might result from your research.
• helpful in stimulating your own thinking. A broad review of existing literature might reveal new
theoretical hypotheses, research methods, or policy recommendations that you want to incorporate in
your own research.
• Its purpose is to help show how your final conclusions relate to the prior wisdom about your subject.
1. Picking your research question 2. Planning your literature search
3. Evaluating and recording your results 4. Reviewing your search plan
5. Synthesising your results
The literature review writing process
• Look for every resource related to your research area • Search systematically and comprehensively for resources • Save time
Developing a search strategy enables you to:
Literature search and
review process
Defining your research question
Decide on your topic
PHASE 2 PHASE 3
Analyse the question and
its themes
Identify keywords
PHASE 1
Step 1 - Picking
your research
question
Tip:
use mind
maps
'How does influencer marketing affect consumer
purchasing behaviour in the luxury fashion sector?
The impact of advertising on
fashion
PHASE 2 PHASE 3
(buying behaviour, brand
perception, shopping trends,
cultural values, media channels,
design, marketing strategies)
,etc.
influencer marketing
social media influencers
digital influencers
brand ambassadors
purchasing decisions
,etc.
PHASE 1
Step 1 - Picking
your research
question
Tip: Reading a general text or doing some browsing on the Internet can be a helpful way of clarifying your thoughts at this stage, and ensuring you focus on exactly what you want to research.
Tip:
use mind
maps
Planning your literature search
Step 2 -
Planning your
literature
search
consider where you will look, use a mixture of approaches:
• be systematic in looking at everything relevant in the library
• adopt a retrospective approach when looking at journal articles
• use citation searching to get useful leads if your topic crosses several disciplines
• be more targeted when you have a clear picture of what you need to find out.
In this stage, you should use sources of academic quality
you will almost certainly need to use both books and journal articles, but you may need to use other information sources related to your subject, such as government reports, or sources of statistical information.
SOLUTION
Peer-reviewed other academics have read the
source and checked it for
accuracy. Before publication in
an academic journal, for
example, an article is checked
by a panel of referees.
Academic books are checked
by editors and other reviewers.
Objective Written for academics
academic sources aim to
examine a topic fairly. This
does not mean that they
never take a side, but that the
source does not ignore
alternative positions on the
topic.
academic sources target
university lecturers, students,
and professionals interested
in the theoretical side of a
topic.
Identifying academic sources Step 2 -
Planning your
literature
search
RESULT
Good Middling Poor Academic Journals
Scholarly Conference Proceedings
Academic Books (eg, edited books)
Academic Databases (eg, SCOPUS, FAME)
Independent Research Associations (eg, Mintel)
Trade magazines
Middle Market Newspapers
Books
Wikipedia and other open Wiki’s
General search engines, such as Google
Tabloid Newspapers (eg, The Sun, Daily Mail)
‘Glossy’ Magazines
General Internet
Identifying academic sources Step 2 -
Planning your
literature
search
Two helpful ways of accessing scholarly material are: • Limiting your search to the academic (or scholarly or peer-reviewed) journal search options available on many of
the databases, and making sure you are using academic rather than trade journals. • Limiting your Internet search to sites which end in .ac or .edu.
• Once you have an initial set of search results, have a look at the material you have found. This will give you an overview of what you’ve found so far, helping you identify what kind of information is out there, and whether you’re finding the right kind of material.
• As you find materials, it is also important to record the outcomes of your search plan. This will save you time and effort when you need to re-run a search or locate references at the end of your project.
Evaluating and recording your results
Step 3 –
Evaluating and
recording your
results
It is essential that you reference all items as it:
• ensures good academic practice by acknowledging other people’s ideas • enables your tutor to see what sources you have used • gives more authority to your arguments • shows the scope and breadth of your research • avoids plagiarism
Evaluating and recording your results
Step 3 –
Evaluating and
recording your
results
Plagiarism (presenting someone else’s material as your own) is a serious academic offence and can result in a reduction of the mark awarded or a module failure.
Evaluating and recording your results
Step 3 –
Evaluating and
recording your
results
Referencing is important regardless of whether you are directly quoting or paraphrasing the original source. All sources you use, regardless of format, need to be referenced so ensure you reference images and diagrams as well as printed or online material.
Click here
• Once you have evaluated and recorded your initial results, you will need to review and revise your search plan in order to fill in gaps in the material you have found, and address any other issues you have noted.
• Literature searching is a cycle and for a typical project you will need to go through the process of evaluating and revising several times before you have found the right material.
Reviewing your search plan
Step 4 –
Reviewing your
search plan
some commonly encountered problems and potential ways in
which you might revise your search plan to cope with them.
• Using more precise terms (advertising rather than marketing)
• Adding in limits (television and advertising and UK)
• Concentrating on key authors and books
• Using database features like the help menu, or subject headings
Continue reviewing and revising your search plan and recording and evaluating your results until you are happy with the materials you have found. It is a
good idea to start this process early in your project, and then re-run your search as the project progresses to update yourself on newly published material.
Finding too much
Finding too little • Making the project (or just your keywords) more general.
• Searching for comparative or related information, e.g. looking at all children, rather
than a particular age group.
Step 4 –
Reviewing your
search plan
The literature review is a way of demonstrating two things:
• Literature search – the materials that you have found • Understanding and analysis – how you have put what you found into the context of your project.
The key elements of a literature review are providing: an overview and argument, reading critically, writing analytically, and identifying areas for further research.
Synthesising your results
Step 5 –
Synthesising
your results
Approach
One common way to approach a literature review is to start out broad and then become more specific. Think of it as an inverted triangle…
Broad issues
Studies which overlap with your research
Studies that are directly related to you investigation
More specific More recent
Step 5 –
Synthesising
your results
Providing an overview and an argument
• Start by discussing your research question and your initial thoughts.
• It is a good idea to provide an overall summary of the literature you have found, in particular highlighting any gaps in research and conflicts in theory.
• Make sure that you also state your own research perspective and the scope of your investigation, in particular what limits you established, and why you have chosen to approach the topic in a particular way
Step 5 –
Synthesising
your results
Reading critically
The literature you find will not be unbiased. Think and read critically. For each item you read, you might want
to consider:
• Has the author clearly defined the topic and question? Is it an effective analysis and account of the subject?
• Is there any bias evident (political, ideological, disciplinary?)
• How scholarly is the piece of work? Trade and professional journal articles and websites are often current
but not scholarly.
• Is the argument coherent, or does the piece contradict itself?
• Are there references to sources the author consulted? Have any sources or theories been ignored or
omitted?
• Is the item as relevant to the topic which you are investigating as it initially appeared?
Step 5 –
Synthesising
your results
Reading critically
Critical analysis is not asking yourself whether you agree with a viewpoint but more importantly, what does it
mean, who published it, how did they obtain it, what is it based on, what are its implications, how does it
relate to other findings?
You can ensure you are analysing critically by testing out your own views against those you are reading about:
What do you think about the topic? Then as you read each new study, does the evidence presented confirm
your view, modify your views, update your views, or does it provide a counter-argument that causes you to
question your view?
Step 5 –
Synthesising
your results
Writing analytically
• Try to summarise the arguments of different authors in relation to your own research question or topic.
Can you compare or contrast different authors or theories, or identify any emerging themes? You will need
to present an argument, or a series of points: do not just describe what different authors have written.
• Often you will find that your topic overlaps different subject disciplines, bringing in multiple perspectives
and different sets of literature. Pointing this out and discussing it emphasises the thoroughness of your
work.
Step 5 –
Synthesising
your results
For more guidance on writing there are a number of guides available from the Centre for Learning and Study Support,
which also offers group or individual study tutorials on writing. For more information see www.library.dmu.ac.uk/CLASS
or email [email protected].
Writing analytically
Step 5 –
Synthesising
your results
Writing analytically
Step 5 –
Synthesising
your results
Descriptive
Summarises what other people have found without
saying what these findings mean for your
investigation.
Usually a chronological list of who discovered
what, and when.
Analytical
Synthesises the work and succinctly passes
judgement on the relative merits of research
conducted in your field.
Reveals limitations or recognises the possibility of
taking research further, allowing you to formulate
and justify your aims for your investigation.
For example: "Green (1975) discovered …." "In 1978, Black conducted experiments and discovered that …." "Later Brown (1980) illustrated this in ……"
For example: There seems to be general agreement on x, (see White 1987, Brown 1980, Black 1978, Green 1975). However, Green (1975) sees x as a consequence of y, while Black(1978) puts x and y as …. While Green's work has some limitations in that it …., its main value lies in …."
Identifying areas for further research
• Relate the literature review to the bigger questions within the literature or subject.
• You should try and identify areas where not a lot of literature existed, as opportunities for gaps to be filled.
• Highlight the gap in the knowledge
Step 5 –
Synthesising
your results
Once you have completed your literature review, it is a good idea to use it as an opportunity to reflect on your own progress, both in terms of finding information and in
critical reading. These are very valuable graduate skills, and often you do not see how well you have worked until after the task is completed
Structuring a literature review
Introduction • Purpose of the review
• Key ideas
• Agenda for discussion
Main Body • An Analysis of the literature according to a number of theme or topics.
• Organised in sections or key themes.
Conclusion • The whole review in a nutshell
• Summarise the current state of the research as analysed in the main body.
• Highlight any gaps or problems with the existing research.
• Explain how your investigation is going to address these gaps or build on the existing research.
Step 5 –
Synthesising
your results
Common pitfalls
Gall, Brog, and Gall (1996) claims problems can happen when researcher:
• Does not clearly relate the findings of the lit review to the researcher’s own study.
• Does not sufficiently identify the best sources to review related to the researcher own topic.
• Uncritically accepts researcher’s findings and interpretations as valid, rather than examining critically all aspects of the
research design and analysis.
• Does not report the research procedures used in the literature review.
• Does not consider contrary findings and alternative interpretations in synthesising the literature review.
Activity
Create a mind map that represents your potential research question. Include main themes, sub-themes, and any initial
keywords that come to mind.
THANK YOU
FMAN3003 week 18-1.pdf
FMAN3003 RESEARCH PROJECT
Week 18 - Advanced Literature Review
Techniques
WE WILL:
• Define what we mean by AI and how it works
• Consider the benefits and limitations of AI tools
• Explore tools to help you with the literature review
BEFORE WE START
• AI tools are in development
• New tools are being introduced all the time, existing tools developed and adapted
• This is not prescriptive – choose what works for you
• Some tools are behind a paywall
• We are all still learning
• Remember: You are the researcher and the expert
WHAT IS
GENERATIVE AI?
Generative Artificial Intelligence (AI) can generate new content, such as images, text, or music, by learning patterns and structures from the data it is trained on.
Large Language Models (LLMs) like ChatGPT, are a type of generative AI specifically focused on generating human-like text responses based on the input they receive.
A conversational chatbot like ChatGPT can maintain context and remember the ongoing conversation, allowing you to refine the answers it provides without starting from scratch.
LIMITATIONS AND ETHICAL RISKS
Large Language Models (LLMs) have no concept of truth and can only give answers that are most plausible based on the data they are trained on.
Make stuff up
(hallucinations) May not always be accurate
Reproduces the biases of
its training data
Intellectual Property /
copyright issues / plagiarism
HOW CAN AI SUPPORT
THE LITERATURE REVIEW
PROCESS
Automated search
and retrieval Text mining
Automated
summarisation Literature gap
analysis
Collaboration and
networking
FINDING AND
SUMMARISING
ACADEMIC PAPERS
ELICIT
https://elicit.com
Tutorials from https://www.youtube.com/@elicit-research
MAKING
CONNECTIONS
UNDERSTANDING A PAPER
GRAPH • Each dot represents a paper
• Each line represents a citation relationship between the two papers
• Green dot are papers from your collection. Blue dots are for similar works or whatever explore option you’ve chosen
• Blue dots are sized base on the number of connections they have
TRY IT OUT: 15 MINUTES
Choose one of the systems below to try out
• Elicit https://elicit.com
Search for a topic and investigate different themes that you can follow within the articles
• Research Rabbit https://www.researchrabbit.ai
• Connected papers https://www.connectedpapers.com
Find a journal article you are familiar with
Create a visual graph
Consider the results critically / are the results helpful?
INTERROGATING
PAPERS
• Register for an account
• Upload a PDF
• Ask questions /prompts about the paper
CHATPDF
SAMPLE QUESTIONS/PROMPTS
Page number/s provided-so you can
double-check information was accurate by close reading the most relevant section
SAMPLE QUESTIONS/PROMPTS
Page number/s provided-so you can
double-check information was accurate by close reading the most relevant section
SAMPLE QUESTIONS/PROMPTS
TRY IT OUT: 15 MINUTES
Access ChatPDF https://www.chatpdf.com/
• Locate a journal article you are familiar with from your files or by doing a search (download as PDF)
• Upload the article and interrogating using a few questions
• Consider the answers given – Is there anything that’s left out/unexpected? Can you identify bias? Is there an attempt to over-simplify or modify the article’s points?
CORRECT & GIVE
FEEDBACK
CHATGPT
• Most chatbots can help with corrections and giving feedback and it is a good idea to try different ones.
• When using chatbots to help with your work, think of them as a study buddy who points out where you've gone wrong and gives hints on how to make it right.
HTTPS://CHAT.OPENAI.COM/
TRINKA
Like Grammarly, Trinka is an online grammar checker and language correction AI tool for academic and technical writing.
https://www.trinka.ai/
LIMITATIONS AND RISKS
Lack of contextual intelligence
Reproduces the potential biases of existing
knowledge
Can’t differentiate between good and bad
articles
Tools aren’t always free Works better with some disciplines and questions Copyright
GUIDING PRINCIPLES FOR USING AI
• AI is your research assistant, not your replacement.
Stay in control.
• Always acknowledge any AI support appropriately in your work.
Stay accountable.
• Consider the pros and cons, limitations and risks before utilizing AI tools.
Have an open, curious and ethical mindset.
• Make sure to understand and evaluate any AI outputs. Never copy blindly.
Foster your own understanding.
QUESTIONS
FMAN3003 week 19 - Copy-1.pdf
FMAN3003 RESEARCH PROJECT
Week 19- Introduction to Quantitative research
Salma Tallaa
Research
project
pyramid
Research Methodology & Methods
Research methodology refers to the overall framework of the research process, guiding the entire study. Studies can be Quantitative, Qualitative, or a mixture of both.
•Philosophical Approach: The underlying philosophy or paradigm (positivism, interpretivism, pragmatism, realism). •Research Design: The overall plan or structure of the study. •Data Collection and Analysis: How data will be gathered and interpreted. •Ethical Considerations: Addressing moral and ethical aspects in research.
Research method is a specific technique or tool used to collect and analyse data within the chosen methodology. Examples: Survey, Interview, Experiments
Components:
Methodology: The overarching plan and guiding principles. Method: The specific technique or tool used within that plan.
Research Paradigms and Approaches
Research paradigms are sets of assumptions that guide research, shaping how researchers view the world and make methodological choices.
• Objective reality. • Quantifiable data. • Deductive reasoning. Example: Research on the impact of fast fashion on environmental sustainability.
• Subjective reality. • Emphasis on meanings. • Inductive reasoning. Example: Research on how Gen Z people feel about fast fashion.
InterpretivismPositivism
Quantitative Research
Numerical data. Surveys, experiments
Qualitative Research
Non-numerical data. Interviews, case studies.
Paradigm
Approach
Quantitative research
• An empirical method for understanding phenomena by collecting and analysing
numerical data.
• Involves making measurements and analysing these mathematically and/or
statistically.
Quantitative Methodology and methods
• Methods underpinned by Positivism are Deductive: data is collected to prove/disprove a theory or hypothesis.
• Methods used – Experiments, observation, Survey.
• Data collection types- Questionnaires, polls, cohort, direct measurable, observation.
Quantitative methodology is underpinned by positivism and aim to find one truth using measurable outcomes.
Quantitative Data Examples
• I updated my phone 6 times in a quarter.
• My teenager grew by 3 inches last year.
• 83 people downloaded the latest mobile application.
• My aunt lost 18 pounds last year.
• 150 respondents were of the opinion that the new product feature will fail to be successful.
• There will be 30% increase in revenue with the inclusion of a new product.
• 500 people attended the seminar.
• 54% people prefer shopping online instead of going to the mall.
• She has 10 holidays in this year.
• Product X costs $1000.
Survey research
Survey research is a quantitative and qualitative method. It has 2 important characteristics that tend to identify it:
1. The variables of interest are measured using a self report 2. Considerable attention is paid to and importance placed upon the sampling process
Survey researchers ask their participants (who are called respondents in survey research) to report directly on their own thoughts, feelings, and behaviours. Hence the term self report – they are reporting on themselves or their own thoughts or perceptions.
Survey research be can questionnaires, interviews, and
sometimes even focus groups.
Advantages of surveys
• Real world data “straight from the horse’s mouth”
• Can collect quantitative and qualitative data.
• Cost and time
Disadvantages of surveys
• Low response rates.
• Contact with hard-to-reach population
• Depth and detail of data
Types of Survey using Questionnaires
Survey
Interview-
questionnaire
Self-completion
Survey
Closed: Yes / No
/ Prefer not to
say
Open:
Elaborative
(Narrative)
Attutide: Likert
scaling
Survey
• Postal
• Telephone
• Text/E-mail
• Face to Face
• Internet: Survey
Monkey
A variety of methods can be used to produce quantitative data.
Closed questions in self- completion questionnaires are the most likely source for project researcher engaged with small-scale social research.
Online self- completion questionnaires benefits:
• Save time
• Save money
• Allow wide geographic coverage.
• Environmentally friendly
Tools
Before doing your questionnaire
1. Identify your research aims and the goal of your questionnaire. ...
2. Define your target respondents (Sample) ...
3. How the information will be used?
4. Develop questions. ... (Develop or Design?)
5. Choose your question type. ...
6. Design question sequence and overall layout. ...
7. Run a pilot.
Sampling methods
Non-Probability Sampling: Quota Sampling: Researchers select participants based on pre-defined quotas, such as age, gender, or socioeconomic status. It's not random and may not represent the entire population.
Purposive Sampling (or Judgmental Sampling): Researchers select participants based on their knowledge of the population and the research objectives. It's subjective and used when specific characteristics are sought after.
Snowball Sampling: Initial participants recruit additional participants from their acquaintances or social network. It's used when the population is hard to reach or define, often in qualitative research.
Probability Sampling:
Random Sampling: Every member of the population has an equal chance of being selected. It ensures representativeness and reduces bias. Stratified Sampling: The population is divided into subgroups (strata) based on certain characteristics, and random samples are taken from each stratum to ensure representation from all groups.
How to achieve good response rates?
• Target appropriate people for the survey
• Follow up non-responses: reminder
• Make the topic of interest to respondents
• Show that the participation will make a difference: response impact
• Establish the legitimacy of the survey
• Keep things simple and easy
The success of a self-completion questionnaire depends on three things:
• Response rate (how many are returned) • Completion rate (how fully completed) • Validity of responses (how honest and accurate)
Question types
Before writing your questions, consider how you want to use the responses. This will help you to identify the most appropriate question formats to use
Open-ended questions
These types of questions allow respondents to answer in their own words. Open-ended questions are suitable for exploratory phases when there is not enough information to develop appropriate categories.
Examples of open-ended questions include:
• “Why did you leave your last paid job?”
• “How did that make you feel?
Closed-ended questions
These types of questions provide respondents with a range of the most likely answers to select from.
There are two types of closed-ended questions.
• Limited choice questions, allow respondents to choose only one response category. An example of this would be the question “Are you currently employed?”, with the response options “yes” and “no”.
• Multiple choice questions allow respondents to choose more than one response category. An example of this would be the question “Where do you do your food shopping?” with the response options of “Supermarket”, “Local market”, “Online”, and “Other”.
Likert scales
Likert scales are widely used to measure attitudes and opinions that are more complex than a simple “yes” or “no” response. A minimum of a 5-point Likert scale is recommended as one of the most reliable ways to measure degrees of opinions, perceptions, and behaviours. A question such as “How likely or not likely are you to recommend this course to a colleague?” may use a likelihood scale with the following response options:
• “Very unlikely” • “Unlikely” • “Neither likely nor not likely” • “Likely” • “Very likely”
Other scale examples include:
• Agreement with response options like “Strongly agree”, “Agree”, “Neither agree nor disagree”, “Disagree”, and “Strongly disagree” • Satisfaction with response options like “Highly satisfied”, “Satisfied”, “Neither satisfied nor dissatisfied”, “Dissatisfied”, and “Highly dissatisfied” • Frequency with response options like “Always”, “Often”, “Sometimes”, “Rarely”, and “Never” • Quality with response options like “Excellent”, “Often”, “Good”, “Fair”, “Poor”, and “Very poor”
General considerations of designing response categories
• avoid any overlap between categories
• avoid repetitive response categories
• find a balance in the number of categories
• include a “Don’t Know” or “Unsure” option at the end of all your response categories, where appropriate
• put response categories that are more socially desirable than others at the end of the list — this can help to reduce bias
Before distributing your questionnaire
Remember!
• A good questionnaire needs to be easy to answer and respectful
• Start your questionnaire with a clear introduction showing why this data will be collected and for what purpose.
• Only include the relevant questions. Grouping the questions into logical categories can make it easier to navigate through.
• Make it look attractive, e.g. use colour and images.
• Consider the timing of your questionnaire.
Pilot
• Test on small number of sample
• Change questions
• Rephrase questions •
Opportunity to alter (change) hypothesis
• Re-define methodology
pilot testing involves quantitatively testing a survey with a small sample of respondents — this type of testing is used to identify any potential issues with the format, filtering, and length of a survey
Activity: Designing a Survey for Course Feedback Develop a course evaluation survey for this course
1. Attendees will divide up into teams. 2. Teams will each select a topic area (one per team) for which
they will develop survey questions. They can be either open- ended, closed-ended questions or Likert scale. In total, the five questions should be designed to provide insight into different dimensions of your topic so that, in total, they provide useful feedback to the instructor.
Each team will select one topic area from the following options: (a) Instructor’s knowledge of subject matter. (b) Instructor’s teaching ability and organization. (c) Course content. (d) Course materials (binder, website, textbook, etc). (e) Classroom facilities
consider factors such as
clarity of language,
appropriateness of
response options, and
overall survey flow while
designing the questions.
Microsoft Forms Google Forms
Reporting quantitative results in your thesis
The results section is a completely objective report that:
➢ Tells about key outcomes/findings of the research study
➢ Presents the data and findings, ordered/analyzed in ways justified in the Methods section
➢ Uses past tense (usually)
➢ Describes the findings in a simple way with the help of data
➢ Presents the data using a clear text narrative, supported by tables, graphs and charts
What is the difference between results and discussion?
• Core of the research
• Presents only the statistical findings
• Is important in answering the research hypothesis or research questions
• Whilst meaningful relationships, variances, and tendencies are highlighted, their
interpretations and implications are not discussed here
• Stating the cause for particular results
• Discusses the meaning of the results
• States clearly what their significance is
• Links the findings to prior research (i.e., your literature review), as well as your
research objectives and research questions
Results Discussion
vs
Presentation of data
Present the research findings considering your
research questions
Include statistical analysis that has been
performed for analyzing the results
While presenting the outcomes you can mark
the key trends, the relationship between
data, etc.
Presentation of data
Tables and figures are often used to present details, while the narrative sections tend to be used to present general findings
Numerical data can usually be presented more effectively in tables or graphs than in the text
The order of presentation should be either chronological to correspond with the methods or from the most to the least important
Why use table and figures?
Help the reader understand the emerging trends and relationships in your findings
Refer to all charts, illustrations, and tables in your writing but avoid recurrence
Illustrations and tables are used to present multifaceted data
Provide descriptive labels and captions to all illustrations used so the reader can figure out what each of them is referring to
What to include in the results chapter?
As a general guide, your results chapter will typically include:
• Demographic data about your sample
• Reliability tests (if you used measurement scales)
• Descriptive statistics
• Inferential statistics (if your research objectives and questions require these)
• Hypothesis tests (if your research objectives and questions require these)
First step
• Identify which results will be presented in this section
Second step
• Start each paragraph by writing about the most important results and concluding the section with the least important results
The dissertation findings chapter should provide the context for understanding the results
Key considerations
Negative results should be added in the findings section because they validate the results and provide high neutrality levels
The length of the section is directly related to the total word count of your dissertation paper
The structure of the findings section is something you may have to be sure of primarily because it will provide the basis for your research work
One way to arrange the se