Pick the Right Metric Before You Run the Study

The research fork Rafa's team wants to know if the new collaboration panel is "better." Design wants satisfaction, growth wants weekly use, and engineering wants fewer support tickets. Without a metric frame, the research readout will become a negotiation over what better means. Teams often argue about data because they skipped the goal definition. Framework HEART Framework Google's HEART framework separates user-centered metrics into Happiness, Engagement, Adoption, Retention, and Task Success. The power is not the acronym; it is forcing the team to choose which user outcome matters for this product decision. Reflex Pick the metric each function already likes.…

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