thematic-analysis

To code qualitative transcripts systematically, apply a structured open, axial, and selective coding pipeline to derive themes, manage a harmonized codebook, and generate structured insights with confidence scores.

Improve inter-rater reliability for qualitative coding by using a structured workflow that maintains a consistent codebook and supports reliability checks across team members during the coding process.

Yes, thematic analysis can be applied to open-ended survey responses, interview transcripts, and any qualitative data requiring open, axial, and selective coding to generate actionable reports.

Axial and selective coding work by following initial open coding to systematically aggregate qualitative data into cohesive themes, validated against sources and output as structured nuggets, facts, and insights.

You do not need a predefined codebook; the thematic analysis workflow can generate a codebook from your loaded transcripts and context, then apply and harmonize the coding schema across team members.

When coding qualitative data at scale, limitations depend on the clarity of loaded transcripts and context, as the workflow requires validation against sources to produce accurate confidence scores and actionable recommendations.