Week 9-12 Content Flashcards
Qualitative Research
Generally aims to provide a rich account of a phenomenon
concerned with describing the properties/essence of an entity
concerned with interpreting what a piece of data means, not the numerical properties of it.
Quantitative Research
Concerned with categorizing and defining the entity
generally aims to provide an idea of number, size, or extent of association between phenomena
Principles of Qualitative Research
Understanding/exploring meaning(s) in context
Exploring beliefs/experiences/understandings of a phenomenon
Exploring lived experiences: How does a person makes sense of a phenomenon
Exploring representations: How is X constructed across/within particular contexts
Researcher as Analyst
You are the ‘research instrument’
Subjectivity (versus ‘bias’) - distance does not guarantee objectivity, it only guarantees distance
Reflexivity (process of knowledge production)
Inductive Models
Qualitative researchers often rely on inductive models
where theory develops directly out of data.
Deductive Models
Deductive approaches are typically used in positivist quantitative research and involve testing theory.
Strengths and Weakness of Quantitative Approaches
+Precision and control
+Structural and causal relationships between variables
+Testing theory and hypotheses
- Removed from context and so understanding can be narrow
- Poor external validity
- Little participant involvement
Strengths & Limitations of Qualitative Approaches
- Does not aim for precision and control
- Not well suited to structural relationships between variables
+Allows for novel/unexpected answers
+Good for generating theory
-Cannot draw causal inferences
+Rich detail with high external validity
Participant involvement
Key concepts in qualitative research
The nature of reality/being, what there is out there in the world to ‘know about’
The nature of knowledge, what counts as knowledge, what it is possible to know about the world
How we should go about finding out about the world
Ontology
Theories about the nature of reality/being
Epistemology
Epistemology = your theory of knowledge = how (social) phenomena can be known and how knowledge can be demonstrated.
Epistemology: how to create knowledge
Knowledge is:
Independent of human beings. Positivism/ Empiricism
Dependent of human beings. Relativism/ constructivism
Developing a research question
Qualitative research questions “should have some social relevance and originality”
The topic and the question(s) should reflect the theoretical ideas informing the research
How you carry out your research (design) depends on your research questions - what it is you are trying to find out.
You may start with questions or they may evolve as study progresses
Characteristics of Qualitative Research Questions
Process oriented (“How…” questions)
Locally situated (do not attempt to generate universal laws)
Focused on detailed/in-depth description or analysis of small number of cases
Ethical considerations: qualitative
Vulnerabilities of researchers
In terms of physical safety; the possibility of being traumatized
Informed consent
It is not always possible to say what the analysis is going to be or even the research questions, in advance
Confidentiality is complex
It is necessary to anonymized data, but you don’t want to alter the meaning
Use of audio
People’s voices on their recordings may be recognizable, it is necessary to store them securely
Interpretations
Researchers, through analysis, transform data from words into a ‘story’ – misinterpretations may occur and bias may play a role
Ethical considerations: Participants
Do you know them?
Knowing a participant creates a ‘dual-relationship’ with them. Confidentiality of new information is important
Are they similar or different to you?
Interviewing across difference can be complex and requires careful consideration
Some people prefer to be interviewed by someone similar to them
Power relationships during interviews
Interview situations are often conceived by participants as hierarchical
Participant distress
Acknowledge distress but attempt to contain it
Interviewing vulnerable people
Requires a different set of skills that are developed through professional practice
Types of qualitative data:
Language (written text and spoken word)
Observation of behaviours (involving talk and non-verbal interactions) which can be quite naturalistic or induced e.g. spontaneous singing
Images which may be dynamic (captured digitally on videos/films, photographs, drawings or paintings)
Data Collection Methods
Textual Data Collection: Qualitative Surveys Story Completion Tasks Vignettes Secondary sources Diaries
Interactive Data Collection:
Interviews
Focus Groups
Using tools e.g. repertory grids
Sampling
Theoretical Sampling – you choose your next participants as a result of the data that comes out from your first participant/group of participants
Maximum Variation sampling – you choose participants to reflect the range and diversity of a target population
Snowball sampling – you request future participants from the participants themselves, i.e. people in similar positions
Context sampling – e.g. based on a work location
Convenience sampling – general advertisement/who turns up
Be aware of power dynamics e.g. job roles within same work location
Do you need a screening procedure?
Are you recruiting and moderating/facilitating?
Qualitative surveys
A series of open-ended questions (+ a tick-box demographic section)
Stand-alone qualitative method or used in concert with other qualitative and quantitative methods
Strengths of qualitative surveys
Relatively time and resource-lite (especially if distribution and data collection is via email/online)
Collect data from lots of participants very quickly - useful if participant group is large and lots of perspectives to consider
Access geographically dispersed and ‘hard to engage’ participants
‘Focused’ data (and highly motivated participants often respond in-depth) and ‘standardised’ data
Avoid some of the ethical issues associated with face-to-face data collection
Less time-consuming for participants than interviews and FG
Potentially more anonymous than face-to-face data collection - some people might feel more comfortable recounting sensitive information in a survey than in a face-to-face interview or FG
Weaknesses of qualitative surveys
Limited flexibility and far less organic than interviews and FG
Data generally has less ‘depth’ compared to interviews and FG
Threatening for participants with low literacy skills; challenging/impossible for participants with sight-based disabilities
Generally no structure for completion, so participants have to be highly motivated to complete in their own time/space
Skilled interviews can get people to talk - some people might feel more comfortable disclosing sensitive information face-to-face to a stranger (researcher) or in a group with other people who have similar experiences
Story-completion tasks
Projective-technique (typically used when there are thought to be barriers to verbal or written self-report)
It is proposed that with this kind of task the person completing it is likely to ascribe their own motivations, feelings and behaviours to the “other” person that is being used in the stimulus material.
This potentially allows a participant to externalize their own anxieties, concerns and actions.
Strengths of story-completion tasks
Useful for exploring people’s perceptions, views and opinions (but less suited to experience-type research questions unless they are combined with another method like interviews)
Can be useful for collecting lots of data (from lots of participants) very quickly and avoid some of the ethical issues associated with face-to-face methods of data collection
Useful method for comparative designs – comparing the responses of different groups of participants and/or comparing the responses of participants to scenarios in which one (or two, or three…) aspect of the scenario (e.g., the gender of the characters) is varied
An indirect and ‘disguised’ way of accessing people’s views and perspectives (potentially avoiding social demands)
A way of accessing assumptions and ‘hidden’ meanings
Useful for researching sensitive and ethically/morally complex topics