The Themera Blog
Practical guides on qualitative data analysis, AI-assisted coding, and the tools researchers actually use day to day.
Deutsche Artikel →Coding 5,000 open-text responses: building a codebook that survives review
Why topic modelling disappoints on survey text, how many responses you actually have to read before a codebook saturates, multi-label coding, the kappa prevalence trap, and how to report counts that hold up.
Read article →Thematic Analysis with Braun and Clarke: the Six Phases, and Where Analyses Go Wrong
A practical walkthrough of reflexive thematic analysis — the six phases, the common failure at each one, and an honest account of which parts can be automated and which cannot.
Read article →Intercoder Reliability When AI Does the First Pass: Three Defensible Approaches
Running the model twice and computing kappa measures determinism, not codebook clarity. Three methods that actually hold up in review, and a worked paragraph for your methods section.
Read article →How to Code Qualitative Data: a Practical Guide to the Part That Goes Wrong
Codes versus summaries, inductive versus deductive, building a codebook with anchor examples, avoiding coder drift, and why checking your coverage matters more than anyone tells you.
Read article →Analysing Focus Groups: the Interaction Is the Data
Why focus groups are not group interviews, choosing between turn, exchange and group as your unit of analysis, handling the dominant speaker, and coding agreement and disagreement explicitly.
Read article →MAXQDA Alternative? An Honest Comparison of Workbench and Pipeline Workflows
Written by someone who builds one of them. Where MAXQDA and NVivo are genuinely better, where an automated pipeline wins, when to stay put — and why using both together is often the best answer.
Read article →How to Analyze 1,500 Open-Ended Survey Responses (Without Reading Them All Twice)
A practical workflow for analyzing open-ended survey responses at scale: why word clouds and chatbot summaries fail, and how AI-assisted coding with verbatim evidence gets you from raw CSV to a defensible themed report in under an hour.
Read article →Can You Use ChatGPT for Qualitative Data Analysis? What Breaks — and What to Use Instead
ChatGPT invents quotes, drops data silently, and usually violates GDPR for interview research. Here is where general chatbots break for qualitative analysis, when they are fine, and what defensible AI-assisted coding looks like.
Read article →NVivo Alternative 2026: How Themera Compares for Modern Qualitative Researchers
An honest comparison of NVivo and Themera across cost, learning curve, AI capabilities, GDPR posture, and bilingual support. For PhD students, postdocs, and consultants weighing the alternatives in 2026.
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