When value can be measured infrequently, it becomes a ...

• A. Leading indicator
• B. Real-time metric
• C. Qualitative signal
• D. Lagging indicator

Answer: (D)

Measuring value infrequently means you’re looking at outcomes after the work has been completed, not something you can influence as it’s happening. That fits lagging indicators, which reflect past results and tell you what happened after the fact. Leading indicators, by contrast, are actionable inputs you can influence during development to steer toward value, and they’re typically monitored more frequently. Real-time metrics imply continuous, up-to-the-moment data, which isn’t the case when measurements are infrequent. Qualitative signals are non-numeric or subjective observations, not the numeric value realization that lagging indicators capture. So when value can be measured only at intervals, it’s best described as a lagging indicator.