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Scaling work focuses on anticipating these bottlenecks to ensure the team can continue to move forward on the other types of work. The ROI of your initiatives is measured based on the impact it has across your entire roadmap vs. a single experiment or initiative.

Product Work Beyond Product-Market Fit

Fareed Mosavat & Casey Winters

This is the most important thing to remember about using statistics effectively. Statistics are rarely meaningful in and of themselves. Statistics will, and should, almost always be used to illustrate a relationship. It’s more important for people to remember the relationship than the number.

Made to Stick

Chip Heath and Dan Heath

A good metric is understandable. If people can’t remember it and discuss it, it’s much harder to turn a change in the data into a change in the culture.

Lean Analytics

Alistair Croll, Benjamin Yoskovitz

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