review · Analysis · 60–180 min · 1-10 people · low energy
Thematic Coding
Thematic coding is a qualitative analysis technique used to identify and categorize recurring themes or ideas within text or images. It allows facilitators to move beyond descriptive summaries to uncover deeper patterns and insights in qualitative data.
When to use Thematic Coding
Use thematic coding when you need to analyze qualitative data (e.g., interview transcripts, open-ended survey responses) to identify key themes, patterns, and insights relevant to your research question or evaluation objectives.
What it solves
Difficulty in making sense of large amounts of qualitative data, superficial analysis that misses key insights, lack of a systematic approach to identifying and interpreting themes.
How to run Thematic Coding, step by step
- Familiarize yourself with the data by reading and re-reading the text (30 min).
- Generate initial codes by identifying meaningful segments of text related to your research question (60 min).
- Organize codes into broader themes based on patterns and relationships (30 min).
- Review and refine themes, ensuring they accurately represent the data and address the research question (30 min).
- Define and name each theme, providing clear descriptions and examples (30 min).
Materials needed
- Qualitative data (e.g., interview transcripts)
- Coding software (e.g., NVivo) or spreadsheet
- Codebook template
Facilitator tips
- Start coding early in the project to inform data collection.
- Be reflexive and aware of your own biases when interpreting the data.
- Ensure inter-coder reliability by having multiple people code the same data and comparing results.
Common pitfalls
- Getting stuck in descriptive coding without moving to analytical interpretation.
- Imposing pre-conceived notions on the data.
- Failing to provide sufficient evidence to support thematic claims.
Variations
- Deductive thematic analysis (using pre-defined codes)
- Inductive thematic analysis (developing codes from the data)
- Using different coding frameworks (e.g., grounded theory, framework analysis)
Running it online or hybrid
Use shared document platforms like Google Docs or collaborative whiteboards to facilitate coding and discussion among team members.
What it produces
A codebook defining themes and sub-themes, coded data excerpts organized by theme, a thematic map illustrating relationships between themes, a report summarizing key findings and insights.
Origin
Adapted from Gibbs (2007) and Marshall (QIG) — source
Build a session around Thematic Coding
METODIC places Thematic Coding inside a complete, timed session plan — agenda, worksheets, facilitator guide and slides — matched to your group and goal.