qualitative-analysis

Thematic analysis on interview transcripts is structured using Braun & Clarke's 6-phase method, guiding you from initial coding to generating final themes. The skill operationalizes this workflow with codebook scaffolding to ensure rigorous interpretation.

Inter-rater reliability for qualitative coding is calculated using Cohen's kappa and Fleiss-style scripts. The included reliability calculation script operates on double-coded segments to quantify cross-coder agreement and reduce coding drift.

Grounded theory methodology is supported for field notes and archival documents through Charmaz-style constructivist workflows. It guides open, axial, and selective coding patterns while tracking saturation logic to integrate findings into a coherent narrative.

Building a codebook to prevent coding drift involves creating defensible inclusion and exclusion rules with positive and negative examples. This structured codebook development ensures consistent qualitative coding across different raters and data sources.

Case study methodology is fully supported for structuring case selection and multi-source evidence collection. It provides analysis strategies and validity checks based on Yin's framework to ensure your qualitative research design is defensible.

Open coding in grounded theory breaks data into initial categories, while selective coding integrates these categories into a coherent narrative. The skill guides you through both coding patterns to build rigorous insights from messy qualitative data.