AI-Assisted Thematic Analysis: A Practical Workflow
The biggest mistake teams make with AI is treating it like a magic black box. Here is a complete, reliable workflow for using LLMs as research assistants while maintaining critical human oversight.
Methods, Guides, and Strategic Insights. Evidence-based resources to elevate your research practice.
The biggest mistake teams make with AI is treating it like a magic black box. Here is a complete, reliable workflow for using LLMs as research assistants while maintaining critical human oversight.
Transform interview transcripts and observation notes into actionable themes through systematic coding. The difference between an opinion and a finding is whether two people agree.
Validity is not one thing. It is a family of concepts, each addressing a different way your research can go wrong. A comprehensive guide to study design validity, measurement validity, qualitative trustworthiness, and modern unified frameworks.
An interactive sample size calculator for UX research, with the statistical foundations explained — from binomial problem discovery to power analysis.
Effective moderation is the invisible craft that separates good research from great research. It requires genuine curiosity, disciplined neutrality, and the ability to create space for authentic participant responses.
Rather than a sharp divide, qualitative and quantitative research exist on a continuum. The most powerful insights come from combining both, understanding why something happens and measuring how often.
Research disciplines, methods, and principles are not isolated concepts, they form a unified system. Understanding this framework is what separates scattered activities from strategic research practice.
No matter how complex a method sounds, it can be broken down into three simple activities. Understanding this framework transforms how you plan and execute research.
There are two fundamentally different ways we gather data. Research we design and control, and data users generate without our prompting. Most teams over-rely on one and misunderstand the other.
Translating a UI is easy; translating an experience is hard. How to use back-translation and local partners to avoid cultural blind spots.
Everything we know about running research that actually changes products — packed into one honest, practical guide.
Our team can help you apply these methods to your specific challenges. Book a complimentary strategy session.
Book Strategy Session