AFSC 4N051 SKT Module 2 Practice Exam

Assumption management in analysis centers on handling the unknowns that underlie your conclusions. You document every assumption so the basis of your reasoning is clear to others and to yourself later. Then you test those assumptions—check them against available data, explore alternative values, and run scenarios—to see how results would change if an assumption were different. As new information comes in, you update the analysis and adjust conclusions accordingly. This process keeps the work transparent, repeatable, and robust in the face of uncertainty.

If assumptions aren’t recorded, you lose traceability and it’s easy for results to be questioned or misinterpreted. Revising conclusions without a systematic test of assumptions makes changes seem arbitrary. Randomly changing conclusions ignores evidence and undermines confidence.