Reliability and validity in qualitative research Flashcards
Why are different methods needed to assess rigour in qualitative research?
The different methods (qual &quant) differ in the way they understand their object of study and in their methodological focus.
• Qualitative criteria to assess rigour developed from the
quantitative criteria
What is rigour?
- Term used to denote reliability and validity/trustworthiness in research
- Rigour reflects quality assessments of research
- appropriateness of the methodological method for qualitative
What is the difference between validity, reliability and trustworthiness?
• Validity, reliability, generalisability = constructs to assess quality in quantitative research
• Trustworthiness used to assess the quality of qualitative
research
Explain validity
The extent to which research does what it intends to
• Does it answer the research question?
• Are the findings accurate and reflective of the data?
• Do the findings reflect reality – have you measured
what you say you’re measuring?
Explain reliability
The extent to which the findings of research can be
replicated:
• Are the results from the research consistent over time?
• Would you get the same results if a different researcher did the research?
• Would you get the same results if you asked different questions about the same construct?
What is generalisability?
The extent to which the findings can be applied to the
broader population / different contexts
• Do the findings apply to those outside of the research
population?
• Are the finding s relevant to and representative of those who share similar characteristics to the research participants /settings?
What are the issues with quantitative constructs in qualitative research?
- The researcher influences the production of knowledge (qual research is not ‘objective’)
- Interest in context and ideographic accounts (qual research is not ‘generalisable’ or ‘reliable’)
- Flexible approaches to data collection (qual research is not standardised)
What are the aims of trustworthiness in qualitative?
- To have a way of testing validity and reliability of the data
- To ensure researcher views don’t influence the findings
- To ensure the data represents the participants relaity
What are the methods to achieve trustworthiness of qualitative research?
Credibility, transferability, dependability and conformability
What is credibility?
• Developed from validity to ensure findings and interpretations make sense and believale
What methods are there to ensure credibility?
- member checking
- Peer review
- Inter-coder reliability
- Triangulation
- Negative case analysis
- Prolonged time in the fields
Explain the credibility checks of member checking, Peer review, Inter-coder reliability
• Member checking/participant validation
- Allow participants opportunity to review their responses and your interpretation of them.
- Some issues-participant views may change over time and time consuming
• Peer debriefing / peer review
- Another researcher reviews the data and analyse them independently
• Inter-rater / inter -coder reliability
- Independent researcher codes the data – checks their codes in relation to the researchers-reduces bias
Explain the credibility checks of Triangulation, Negative case analysis, Prolonged time in the fields
•Triangulation
- Using different methods to address the question from different perspectives (mixed methods)
•Negative case analysis
- Researchers challenge their own initial assumptions and become aware of alternative experiences
- Search for and consider alternative explanations for the findings-get the one that best describes the research
• Prolonged time in the fields (e.g. ethnography)
-Allows researcher to better understand context/individuals, reduce reactivity
- Minimises researcher-effect
What is dependability?
Developed from reliability and is a way of making sure it has been conducted in a dependable way so it can be audited, similar in quality over time
How can dependability be achieved?
• Develop and audit trail
- Detailed description of the research process from start to end
- Accurate and adequate documentation of changes, surprise occurrences, etc, in what is being studied.
- If changes happen are they thoroughly described?
• Thick description
- Provide adequate detail about research process, context and how interpretation have been made