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Research in the real world: the users dilemma
Dr Gill Green
RSBM
Overview of the Lecture
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Context for the examination of research approaches
Examine aspects of the Qualitative Research:
Defining,
Attributes, Features &Types
Examine aspects of the Quantitative Research:
Defining,
Attributes, Features &Types
Reflect and summarise on each approach
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The users dilemma
How do users get what they want?
– Traditional view of software development
– Analysis – specification-development-implement-signoff
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Happy users
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So why do researchers report that 70% of system implementations fail
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How do users know what they want?
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The Marco Polo effect
»
How do you describe something you have never seen before
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The gambler effect
» How do you speculate how you may like to do things in the future
– The tigger effect
» How easy is it to ask for the wrong thing
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Some hard words
Ontology – What is
epistemology – what it means to know
Why is this important?
You need to know for yourself how you interpret your world?
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Theoretical perspectives and what they teach us
Positivist
– Reality consists of what is available to the senses
– Inquiry should be based upon scientific observation and empirical action
– Principles are shared between Natural and human sciences and deal with facts not values
Interpretivist
– Reality is a shifting state culturally derived and historically situated
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Inquiry deals with the actions of individuals in social settings
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Principles suggest the emergence of unique individual qualitative aspects
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What is Qualitative
Research
“Qualitative research is a process of enquiry that draws data from the context in which events occur, in an attempt to describe these occurrences, as a means of determining the process in which events are embedded and the perspectives of those participating in the events, using induction to derive possible explanations based on observed phenomena.”
(Gorman & Clayton, 1997)
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What happens in
Qualitative Research?
Data taken from context in which events occur
Data collection first hand
Attempt to describe occurrences
Focus on process not snapshot
Immersion leading to insight
Induction
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Qualitative Research:
Induction
Use of “bottom-up” approach to analyse and interpret data
Research based on observed data
“Grounded” theory
– that is based on established theories
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Qualitative Research:
Attributes 1
Assumptions
– social construction of reality
– primacy of subject matter
– complexity of variables
– difficulty in measuring variables
Purpose
– contextualisation
– interpretation
– understanding participant perspectives
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Qualitative Research:
Attributes 2
Approach
– Theory generalising
– Emergence and portrayal
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Researcher as instrument
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Naturalistic
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Inductive
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Pattern Seeking
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Looking for pluralism and complexity
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Descriptive
Researcher Role
– personal involvement and partiality
– empathetic understanding
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Key features of Qualitative
Research (Hittleman & Simon)
Data is collected within its natural setting. Main data collection instruments are the researchers themselves
Data are not numerical
Focus on the process of an activity, not just its outcomes
Data analysed in non-numerical manner. Outcomes generate debate rather than verifying a predicted outcome
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Qualitative Research: Why is it important in IT
Many of techniques and methods can be applied to the requirements engineering process
Helps to place user at centre of design process
Enables triangulation with quantitative methods
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Doing Qualitative
Research
Many ways of collecting and analysing data
– Historical
– Correlational
– Developmental
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Descriptive
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...
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Qualitative Research:
Overview of Techniques
Observation
Interviewing
Questionnaires
Group Discussion
Historical Study
Content Analysis
Ethnographical Research
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Qualitative Research
Summary
Increased knowledge of qualitative research
Awareness of qualitative approaches relevance to computing
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Quantitative Research:
What is it?
The aim of quantitative research is not simply to state that something has a relationship with something else, but to state causality
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Quantitative Research
Focuses on numerical and statistical data
Positivist approach
– Recognising only positive/measurable facts and observable phenomena
Empirical “scientific” approach
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Relying on experimentation and not untested theory
Searches for causality and effect
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Quantitative Research
:Deduction
Top-down approach
The inferring of particular instances from a general law
Working something out from something else - Sherlock
Holmes style
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Attributes of Quantitative
Research 1
Assumptions
– objective reality of social facts
– primacy of method
– possible to identify variables
– possible to measure variables
Purpose
– generalisation
– prediction
– causal explanation
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Attributes of Quantitative
Enquiry 2
Approach
– Hypothesis based
– Manipulation and Control
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Uses formal instruments
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Experimentation
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Deductive
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Component analysis
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Seeking norms and consensus
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Reducing data to numerical indices
Researcher Role
– detachment and impartiality
– objective portrayal
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Features of Quantitative
Research 1
Tests for cause and effect
– X causes Z to happen
– Y does not cause Z to happen
Not simply that something has a relationship with something else
Involves empirical studies
Uses numerical and statistical techniques
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Features of Quantitative
Research 2
Assume primacy
– Researcher defines the research activity
Relationships are measured
Causal explanations are made
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Quantitative Research :
Descriptive Statistics
Allows summaries of large quantities of information
Should be easily comprehensible for reader
Presentation is vital
– long strings of numbers…
– tables, charts, graphs
– numerical techniques
– concise, appropriate text
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Quantitative Research :
Inferential Statistics
Procedures for making generalisations about characteristics of a population based on information taken from that population
Powerful
– estimation
– hypothesis testing
Methods and rules for organising and interpreting data
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Quantitative Research:
Why is it important in IT
Establishes metrics
– Report on process and system efficiency concerns
– Predict outcomes from developments
– Improve development and operational processes
Basis for managing risk
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Analysis of incidents
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Identify causal relationships
–
Plan
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Quantitative Research
Summary
Quantitative research is based on scientific inquiry
Offers numerous techniques for data analysis
Searching for causality and prediction
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Some questions to answer for next week
Can you identify your epistemological stance?
Have you identified a theoretical perspective
Is your approach deductive or inductive
Have you considered research methodology
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