Theme or topic? Understanding the difference in qualitative analysis

Many qualitative researchers reach a familiar moment in analysis: the labels are tidy, the quotes fit, the structure looks professional — and yet something still feels off. That instinct is often correct. Here’s how to tell whether you’re looking at a topic or a theme, and why the distinction matters more than it seems.

Coding qualitative data: what shapes the way we analyse?

If you’re doing qualitative research, you’re probably coding your data — but coding isn’t just a step before the “real” analysis begins. Here’s what actually shapes how coding is done, and why there’s no single correct way to do it.

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