What is hypothesis-driven analysis?

< 1 min read

Hypothesis-driven analysis is testing a specific assumption or question using data.
It starts with a clear statement like “Promotions increase sales by 10%.”
In one project, I analyzed campaign data to validate this hypothesis.
We compared sales before and after promotions to check impact.
This approach focuses analysis on solving a defined business problem.
It prevents wasting time exploring irrelevant data patterns.
As a BA, I frame hypotheses with stakeholders and measure outcomes.
It ensures insights are actionable and tied to business goals.

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