##### Scenario Explaining statistical significance concepts to executives. ##### Question In plain language, what is a p-value and why is it important when making product decisions? ##### Hints Relate to probability of seeing the observed result if there was really no effect; talk about risk of false positives.

This question evaluates understanding of p-values and statistical inference along with the ability to translate statistical results into clear explanations for non-technical executives.

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This is a easy difficulty Statistics & Math question, commonly asked during Onsite rounds at Adobe.

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This question is commonly asked for Data Scientist candidates at Adobe during technical interviews.

Understand P-Value's Role in Product Decision-Making

Adobe

Aug 4, 2025, 10:55 AM

Data Scientist

Onsite

Statistics & Math

1

0

Scenario

You are a data scientist presenting A/B test results to non-technical executives who must decide whether to launch a product change.

Question

In plain language:

What is a p-value?
Why is it important when making product decisions?

Hints

Think: "Probability of seeing results at least this extreme if the change actually had no real effect."
Connect to the risk of false positives (shipping a change that doesn’t truly help).

Solution

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Understand P-Value's Role in Product Decision-Making

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