In an A/B test, which metrics are monitored?

Prepare for the WGU MKTG 6040 D381 E-Commerce and Marketing Analytics Exam. Use flashcards and multiple choice questions with hints and explanations. Ensure your success on this crucial exam!

Multiple Choice

In an A/B test, which metrics are monitored?

Explanation:
In an A/B test, you keep your eye on the metrics you explicitly choose as success criteria for the experiment. Those chosen performance metrics are the ones you compare between the variants to determine if the change had the desired effect. Conversions are a common example, but any business-relevant outcome you care about—such as revenue per visitor, signup rate, time on site, or click-through rate—can be the primary metric. The key is that you define what success looks like up front and monitor those metrics to see if the new variant beats the control in a statistically reliable way. Focusing on a single metric like page load time or bounce rate only makes sense if that metric is the objective of the test; otherwise, you might miss the real impact of the change. That’s why monitoring the chosen performance metrics, such as conversions, is the correct approach.

In an A/B test, you keep your eye on the metrics you explicitly choose as success criteria for the experiment. Those chosen performance metrics are the ones you compare between the variants to determine if the change had the desired effect. Conversions are a common example, but any business-relevant outcome you care about—such as revenue per visitor, signup rate, time on site, or click-through rate—can be the primary metric. The key is that you define what success looks like up front and monitor those metrics to see if the new variant beats the control in a statistically reliable way. Focusing on a single metric like page load time or bounce rate only makes sense if that metric is the objective of the test; otherwise, you might miss the real impact of the change. That’s why monitoring the chosen performance metrics, such as conversions, is the correct approach.

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