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Reflexive thematic analysis.

Keith Wong1, Bridget C O'Brien2, Michelle Kiger3

  • 1University of Ottawa Faculty of Medicine, Ottawa, ON, Canada.

Academic Medicine : Journal of the Association of American Medical Colleges
|April 3, 2026
PubMed
Summary
This summary is machine-generated.

This overview defines reflexive thematic analysis and its key phases. It explains how to develop themes from codes for qualitative data analysis.

Keywords:
qualitative researchreflexive thematic analysisresearch methods

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Area of Science:

  • Qualitative Research Methods
  • Psychology
  • Social Sciences

Background:

  • Reflexive thematic analysis is a widely used qualitative data analysis method.
  • Understanding its core components is crucial for effective application.

Purpose of the Study:

  • To provide a clear definition of reflexive thematic analysis.
  • To outline the distinct phases involved in the process.
  • To illustrate the relationship between codes and themes.

Main Methods:

  • Descriptive overview of reflexive thematic analysis.
  • Explanation of coding procedures.
  • Guidance on theme development from codes.

Main Results:

  • The definition of reflexive thematic analysis is clarified.
  • The sequential phases of the analysis are detailed.
  • A practical example demonstrates theme construction from codes.

Conclusions:

  • Reflexive thematic analysis offers a structured approach to qualitative data interpretation.
  • Mastering the identification and development of themes from codes enhances analytical rigor.
  • This guide serves as a foundational resource for researchers.