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What Is Statistical Significance? Meaning, Formula and Examples

Confidence that test differences are not due to chance.

Definition

Confidence that test differences are not due to chance.

Why it matters

It prevents false conclusions.

How it works

Commonly evaluated at 95% confidence

Example

A test with enough conversions per variant.

Common mistake

Declaring winners prematurely.

Using it in practice

Review Statistical Significance alongside related metrics rather than in isolation, and agree definitions across your team so reports stay consistent.

Need help putting this into practice?

Gravmo's team can plan and run this for you. See Conversion Rate Optimisation or message us on WhatsApp.

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Frequently asked questions

Is Statistical Significance the most important metric?

No single metric tells the whole story; use it with business outcomes.

How often should we review Statistical Significance?

Monthly for most businesses, weekly during active campaigns.

Afzal Anis

Led by founder Afzal Anis

Gravmo is founded by Afzal Anis, who also founded Fametick Media and FirstHelpCare. His work has been covered by outlets including IB Times, Deccan Herald, Deccan Chronicle and The Asian Age.

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