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Research Design
May 31, 2026 · 2 min read
Research is most valuable when it helps you make a choice.

Start From the Decision, Not the Questionnaire

Research is most valuable when it helps you make a choice. Start with the decision you need to make, then work backward to the evidence required to support it.
The practice

Define the decision first, then design backward. The question picks the method; the method should never pick the question.


Define the decision first

Before selecting a framework, write down the decision the research exists to inform and what you need to learn to make it with confidence.

A clear decision sharpens everything that follows. Without one, it is easy to collect data without ever being certain what question it was meant to answer.

Let the decision guide the framework

Different frameworks produce different kinds of evidence. A package test, a message test, and a brand association study are not interchangeable because they are designed to answer different questions.

The goal is not to find a way to use a framework. The goal is to choose the framework that best matches the decision in front of you.

Design backward from the answer

Picture the result you would need to see to make the decision with confidence, then work backward.

What evidence would help you choose? Which framework is designed to provide it? Who needs to participate?

When the decision comes first, the rest of the study tends to fall into place. The framework, audience, and outputs all have a clear job to do because they are working toward a specific answer.