What is the purpose of developing and validating indicators?

• A. To monitor compelling scenarios and recognize early signs of change.
• B. To eliminate uncertainty entirely.
• C. To shorten the forecasting horizon.
• D. To replace analytical judgment with indicators only.

Answer: (A)

Indicators are signals you build and test so that you can detect when the environment may be shifting. The main idea is to create observable signs that, when tracked, help you monitor plausible scenarios and spot early indicators of change before it fully unfolds. Validating those indicators ensures they are credible, timely, and relevant—so they reflect real dynamics rather than noise or random coincidences. With well-validated indicators, analysts gain a warning mechanism that supports timely assessment and planning, rather than relying on chance or gut feeling. They should inform judgment, not replace it, and they cannot eliminate all uncertainty.