| Capability | How It Works | Practical Benefits | |------------|--------------|---------------------| | | Create parent nodes (e.g., “Barriers to Adoption”) and child nodes (e.g., “Cost”, “Lack of Training”). | Mirrors the way you think about concepts, allowing deep granularity without losing the big picture. | | Auto‑coding | Use built‑in text search, sentiment, or pattern‑recognition algorithms to pre‑populate nodes. | Speeds up initial coding, especially for large corpora, while still allowing manual refinement. | | Coding comparison & intercoder reliability | Generate a matrix that shows where coders agree or differ, with Cohen’s κ or Krippendorff’s α statistics. | Provides evidence of reliability, essential for peer‑reviewed publications. | | Query‑driven retrieval | Combine Boolean, proximity, and fuzzy‑match queries across coded and uncoded data. | Quickly pull all excerpts that discuss, for example, “cost” and “training” within five words of each other. | | Visualization of themes | Word clouds, tree maps, cluster maps, and Sankey diagrams built directly from coded segments. | Makes patterns instantly visible for presentations, reports, and stakeholder briefings. | | Export & integration | Export coded extracts, coding matrices, or theme reports to Excel, SPSS, R, or PowerPoint. | Seamlessly feed results into statistical analysis, reporting templates, or mixed‑methods workflows. |
What it is Coding is the core activity in NVivo that lets you tag, organize, and retrieve chunks of data (text, audio, video, images, social‑media posts, etc.) using a flexible, hierarchical system of nodes (codes). Thematic analysis builds on coding to surface patterns, concepts, and overarching themes across your entire dataset. nvivo kuyhaa