LESSON 6 OF 6 · ADVANCED
Run a learning-focused review
Choose one bottleneck, inspect underlying records and agree on a small change. Decide what evidence would show improvement and when to review it. Resist changing several variables at once, because the result becomes hard to interpret. Do not turn a dashboard into a league table without considering role difficulty and support.
Write a weekly review note with observation, hypothesis, action, owner and review date.
About 2 minutes reading + 12 minutes practice. Take longer when needed.
Apply the method
Run a review as a small learning cycle. State the observation, possible explanation, evidence to inspect, proposed change, owner and review date. Separate the fact from the hypothesis. Choose one major change when possible, and decide what would count as improvement before seeing the result. Inspect sample records alongside aggregates. If the hypothesis fails, document what was learned rather than changing the success definition afterward. The purpose of metrics is to improve decisions, not to make people defend every variation in a dashboard.
A worked application
Fictional example: Interview completion is low. Sample records show manager scheduling delays rather than candidate rejection of the role. The team reserves panel time for a short trial and reviews completion and candidate feedback afterward. It does not demand twice as many sourcing messages, because the evidence points to a different bottleneck.
Common mistake to avoid
Do not prescribe an activity target before identifying the stage and cause of the problem.
Work through the case
FICTIONAL SCENARIO
Low interview completion may reflect scheduling delays rather than poor sourcing. Improving manager availability may be more useful than demanding more messages.
Make it practical
Write a weekly review note with observation, hypothesis, action, owner and review date.
Compare your reasoning with a worked response
Distinguish the observed fact from the explanation you are testing. A failed hypothesis is useful if it leads to a better diagnosis.
Takeaway
Use the method to explain your decision, identify what you still need to verify and choose an accountable next step.
Treat the response as a model for reasoning, not the only possible wording. Adapt it to the role, evidence and appropriate organizational guidance.
Connect this course to the complete process
Work through the connected case, practice the conversations and add this course’s work to your final project.