What are measurements used for predicting future performance or results?

Get ready for the ISACA AI Fundamentals Test with flashcards and multiple-choice questions. Each question features hints and detailed explanations. Prepare to ace your exam with confidence!

Multiple Choice

What are measurements used for predicting future performance or results?

Explanation:
Leading indicators are measurements used to forecast future performance or results. They provide early signals that let you act before outcomes appear, unlike lagging indicators that only show what happened after the fact. Examples in IT and business include the rate of new vulnerabilities discovered, patch deployment speed, or user-reported issues—rising values can warn of impending problems and guide preventive actions. The other options don’t fit: lagging indicators describe outcomes that have already occurred; ISACA COBIT is a governance framework; training data issues relate to data quality problems in modeling rather than a category of predictive measurements.

Leading indicators are measurements used to forecast future performance or results. They provide early signals that let you act before outcomes appear, unlike lagging indicators that only show what happened after the fact. Examples in IT and business include the rate of new vulnerabilities discovered, patch deployment speed, or user-reported issues—rising values can warn of impending problems and guide preventive actions. The other options don’t fit: lagging indicators describe outcomes that have already occurred; ISACA COBIT is a governance framework; training data issues relate to data quality problems in modeling rather than a category of predictive measurements.

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