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Why is quality important in research?
It ensures findings are credible, useful, and impactful for researchers, clinicians, policymakers, and students.
How do researchers achieve quality?
By ensuring their study yields credible and useful findings.
3 methods of evaluation for quality of quantitative research
reliability, internal validity and external validity
What do the criteria for quality in quantitative research rely on, which makes its application to qualitative research problematic
assumption of objectivity
Why can applying quantitative criteria to qualitative research be problematic
Qualitative research often prioritizes context and individual experiences over objective truths
Why does qualitative research embrace bias?
Because a constructionist perspective acknowledges that bias is always present.
Why is bias apparently always present
because researchers use their preexisting understanding to shape the data they collect
4 factors why is it challenging to define quality in qualitative research?
It encompasses various philosophical positions, methods, and analyses, with no consensus on quality criteria.
What are Yardley’s (2000) 4 flexible principles for qualitative quality?
Sensitivity to context, commitment and rigour, transparency and coherence, and impact and importance.
What does "sensitivity to context" mean in qualitative research?
awareness of broader context that the research is conducted in
3 factors to consider broader context
relevant literature, common sense concepts and socio-cultural setting
What does commitment and rigour mean towards qualitative quality
the completeness of data collection and analysis
What should qualitative research aim for
data saturation and complete interpretation
What is "data saturation"?
The point at which no new ideas emerge from the data.
What are 3 common issues arise in thematic analysis?
Vague or overlapping themes, lack of analytic narrative, and unconsidered alternatives.
2 methods contributing to commitment and rigour
triangulation and validation
How is triangulation used in qualitative research?
By combining methods and data sources (e.g., observations, questionnaires) for a multi-layered understanding.
What is validation in qualitative research?
Checking interpretations with peers (peer verification) or participants (respondent verification) to increase the credibility of finding
2 processes ensuring transparency in qualitative research
auditability and reflexivity
What is auditability in qualitative research
clear documentation of data collection, coding rules and analysis progression
What is reflexivity in qualitative research?
Acknowledging the researcher’s assumptions, motivations, and actions in conducting the study.
2 ways to ensure coherence in qualitative research
coherent and consistent narrative, and discussion links findings to existing knowledge
Three types of potential impact of findings
theoretical, practical and social-cultural
How can impact and importance be demonstrated
transferability
What is transferability in qualitative research?
The degree to which findings can be transferred to other contexts or settings with other respondents
How should Yardley’s principles be applied?
Flexibly, based on the context and aims of the study, not all tools will be used
4 things to consider when reviewing a paper
concise explanation of method and analysis?, transparency around assumptions?, convincing analysis?, relevance of findings?
What is mixed methods research?
a systematic approach to data collection and analysis, integrating qualitative and quantitative data to address complex phenomena.
Two different analytical logics embraced by mixed methods research
an exploratory/hypothesis generating one and a confirmatory/hypotheses confirmation one
What are the 5 purposes of mixing methods (Greene, 2007)?
triangulation, complementarity, development, initiation and expansion
Aim of Triangulation
Increases confidence in conclusions.
Aim of Complementarity
Broadens/deepens understanding.
Aim of Development
One method informs the other.
Aim of Initiation
New perspectives of same phenomenon through contrasting methods.
Aim of Expansion
Expands study scope by assessing different phenomena
What needs to be considered in the design of mixed method research
the order and dominance of qual-quant
Name the model that provides a framework for the order and emphasis of mixed methods
priority-sequence model
2 factors considered in priority-sequence model
concurrent vs sequential and equal vs dominant
What is the purpose of a qualitative preliminary study with quantitative as principle method
smaller qualitative study used to guide data collection for a larger quantitative study
What does this qualitative preliminary study with quantitative as principle method provide
generate hypothesises and content for study
What is the purpose of a qualitative follow-up study with quantitative as principle method
smaller qualitative study helps evaluate and interpret results from a principally quantitative study
What does this qualitative follow-up study with quantitative as principle method provide
interpretation for poorly understood results
What is the purpose of a quantitative preliminary study with qualitative as principle method
smaller quantitative study helps guide data collection in principally qualitative study
What does this quantitative preliminary study with qualitative as principle method provide
purposive sampling and establish preliminary results to pursue in depth
What is the purpose of a quantitative follow-up study with qualitative as a principle method
smaller quantitative study helps evaluate and interpret results from a principally qualitative study
What does this quantitative follow-up study with qualitative as a principle method provide
can generalise results to different samples and test elements of emerging theories
Purpose of quantitative research for design decisions
validating existing knowledge and assumptions
Purpose of qualitative research for design decisions
exploratory insights