What best describes a KPI in data-driven decision making?

• A. A measurable metric aligned to strategic objectives; selecting the right KPIs focuses decisions on value-driving outcomes.
• B. A random metric used for reporting.
• C. A qualitative measure of employee satisfaction only.
• D. A financial ratio only.

Answer: (A)

KPIs are measurable metrics that directly map to strategic objectives and drive decisions toward value‑driving outcomes. In data‑driven decision making, this means choosing indicators that quantify progress toward what matters most for the business, so every data insight helps guide actions. A KPI should be numeric, trackable over time, and actionable, enabling clear judgments about performance and priorities. That combination—measurement tied to strategy and used to steer decisions—is why this description is the best fit. The other options miss the essential purpose: a random metric serves no decision-making guidance, a qualitative measure of satisfaction alone lacks the numeric, outcome‑focused nature of KPIs, and a financial ratio only captures a narrow aspect of performance.