How a research study actually runs
Most studies fit into two to four weeks. We start with a plan: the three or four questions the business needs answered, the people who can answer them, and the method that fits. Interviews suit questions about motivation and context. Observation suits questions about workflow, especially in clinics, warehouses, branches and back offices where the real process differs from the written one. Surveys and analytics suit questions about scale.
Five to eight interviews per user segment is usually enough to see the main patterns. Beyond that, the same themes repeat. We code the notes, group them into themes, and count how many participants raised each one, so you can see the difference between a loud complaint and a common one. Every finding links back to a recording clip or a quote, which makes it hard to dismiss in a review meeting.
