Research Value Calculator: Is Your Study Worth It?
An interactive calculator that uses decision theory to estimate whether a research study is worth the investment, before you run it.
Methods, Guides, and Strategic Insights. Evidence-based resources to elevate your research practice.
An interactive calculator that uses decision theory to estimate whether a research study is worth the investment, before you run it.
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.
Tools promising 'adaptive AI interviews' often deliver a data nightmare. Why inconsistent probing creates a patchwork of anecdotes instead of a dataset.
Four pillars that protect your data: verified participants, respectful experience, study review before launch, and continuous quality monitoring.
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.
An interactive tool that guides you to the right research method based on your goals, constraints, and context.
Standardized measurement instruments provide benchmarks and comparability. But using them effectively requires understanding what each one actually measures, and what it does not.
Before you begin any study, you must define its scope. This involves identifying the Layer of Experience you will focus on, from broad customer journey down to individual task steps.
AI changes what researchers do and how many are needed. Productivity gains are real, and teams are getting leaner. But the skills that remain essential, strategic thinking, stakeholder influence, methodological judgment, and ethical reasoning, are precisely the ones AI cannot replicate. No guarantees, but building those skills is the best bet you have.
The AI landscape changes weekly. Rather than chasing specific tools, you need a durable framework for evaluating any platform against principles that will not change: privacy, transparency, portability, and reproducibility.
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