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Understanding Reflexive Thematic Analysis Coding
Jun 4, 2025
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Brun and Clark's Reflexive Thematic Analysis: Coding Explained
Introduction
Coding is a challenging yet crucial part of qualitative research in Brun and Clark's reflexive thematic analysis.
Dr. Elizabeth Yardley provides guidance to PhD students in qualitative research.
A free starter kit for Brun and Clark's method is available to help you begin.
What is Coding?
Definition
: The process of tagging data with labels (codes) that capture interesting or meaningful elements.
Think of it as using Post-it notes in a book to mark important quotes.
Codes are snippets, not summaries, capturing key points like feelings of exclusion or confusion.
Examples
:
"I felt ignored during meetings"
could be coded as "exclusion" or "lack of communication."
"Training sessions were confusing"
could be coded as "unclear guidance" or "confusion."
"Appreciated manager's check-ins"
could be coded as "feeling valued" or "team inclusion."
Refining Codes
Iterative Process
: Initial codes will evolve as you analyze more data.
Overlaps and unclear areas will become apparent, prompting refinement.
Example
:
Codes like "unclear guidance" and "confusion" might merge into "lack of clarity."
"Lack of support" might split into "lack of technical support" and "lack of emotional support."
Key Point
: Refining codes indicates deeper understanding and insight.
Save earlier versions to allow experimentation without fear of losing progress.
Common Pitfalls
Overcoding
: Not necessary to code every word; focus on relevant data.
Stop coding when you no longer find new patterns (gut feeling with practice).
Vague Codes
: Avoid "miscellaneous" or "other." Be specific, even if messy at first.
Codes vs. Themes
: Codes are snippets; themes are the bigger picture seen when all pieces fit.
Burnout from Marathon Coding
:
Take breaks; breakthroughs often happen away from the desk.
Set a timer for coding sessions to prevent exhaustion.
Not Downloading the Free Kit
: Highly recommended to access the free starter kit for detailed guidance.
Conclusion
Coding is iterative and messy but essential in uncovering meaningful insights.
Engage with the community to share experiences and tips on coding challenges.
The provided video and starter kit are valuable resources for both beginners and those needing a refresher on Brun and Clark's method.
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