Signal & Noise

Skimle's resource centre dedicated to high quality analysis using modern methods

Cover Image for How many qualitative interviews are enough? Guest, Bunce & Johnson (2006), saturation, and what the evidence says

How many qualitative interviews are enough? Guest, Bunce & Johnson (2006), saturation, and what the evidence says

Guest, Bunce & Johnson (2006) found code saturation at 12 interviews. Here is what that finding actually means, its limitations, and how to set your qualitative sample size.

Cover Image for How to do qualitative research on a PhD budget: tools and methods that won't break the bank

How to do qualitative research on a PhD budget: tools and methods that won't break the bank

NVivo costs over EUR 1000 per year and is rarely worth it for individual researchers. Here are the best free and affordable alternatives for PhD students doing qualitative analysis.

Cover Image for How to code qualitative data: inductive, deductive and abductive approaches explained

How to code qualitative data: inductive, deductive and abductive approaches explained

A practical guide to qualitative coding: what inductive, deductive, and abductive coding are, when to use each, and how AI tools are changing the process.

Cover Image for AI qualitative data analysis checklist: 20 questions before you publish

AI qualitative data analysis checklist: 20 questions before you publish

A practical pre-publication checklist for qualitative research that used AI tools — covering documentation, traceability, transparency, and peer reviewer expectations.

Cover Image for How to write up a thematic analysis: a step-by-step guide with examples

How to write up a thematic analysis: a step-by-step guide with examples

Step-by-step guide to writing up a thematic analysis: how to structure the methods, results and discussion sections, with worked examples and a final submission checklist.

Cover Image for How to write the perfect interview guide - 10 practical tips for preparing your questions

How to write the perfect interview guide - 10 practical tips for preparing your questions

A well-crafted interview guide is the foundation of successful qualitative research. Learn how to structure questions, iterate as you learn, mix question types strategically, and use AI to test your g...

Cover Image for How many interviews do you need for qualitative research? A practical guide to sample size.

How many interviews do you need for qualitative research? A practical guide to sample size.

How to choose a sample size in qualitative research: thematic saturation, sample size by method (IPA, grounded theory, thematic analysis), and how many interviews are enough.

Cover Image for Thematic analysis: complete guide to methods, steps and applications

Thematic analysis: complete guide to methods, steps and applications

Thematic analysis explained: the six phases, three types (reflexive, codebook, coding reliability), inductive vs deductive coding, and AI-assisted approaches with examples.