Keywords · Ops · Updated 2026-07-21

What is Statistical Significance?

Short answer: A measure of confidence that a result observed in an experiment is real and not just due to random chance.

Definition

A measure of confidence that a result observed in an experiment is real and not just due to random chance.

Why it matters for growth

Without statistical significance, teams risk making permanent product decisions based on noise, which wastes engineering effort and erodes trust in data.

Example

A team waits until a test reaches 95% statistical significance before declaring the new pricing page a real winner.

FAQ

What is Statistical Significance?
A measure of confidence that a result observed in an experiment is real and not just due to random chance.
Why does Statistical Significance matter for growth?
Without statistical significance, teams risk making permanent product decisions based on noise, which wastes engineering effort and erodes trust in data.
What is an example of Statistical Significance?
A team waits until a test reaches 95% statistical significance before declaring the new pricing page a real winner.