LESSON 5 OF 6 · BEGINNER
Use evidence, not personal similarity
Evaluate job-related behavior against criteria set before the conversation. Familiar schools, hobbies or communication style can create an unjustified sense of fit. Ask for relevant examples and distinguish missing evidence from negative evidence. Employment selection can raise discrimination and accessibility issues; seek qualified HR guidance before deploying assessments or criteria.
Identify three non-job-related influences and replace them with job evidence.
About 2 minutes reading + 12 minutes practice. Take longer when needed.
Apply the method
Separate observation, interpretation and decision. Observation describes what the candidate actually said or did. Interpretation explains how it may relate to a preselected job criterion. The decision identifies whether evidence is sufficient or what must be clarified. Record all three distinctly. Before a debrief, ask whether a favorable impression comes from job evidence or personal familiarity. Obtain qualified HR guidance for selection methods and accommodations. A structured scorecard helps organize reasoning, but it does not automatically make an assessment valid or legally appropriate.
A worked application
Fictional example: An interviewer likes an analyst because they attended the same university. Another candidate gives a clearer example of checking a reconciliation error. The debrief asks which required capability each response demonstrates. The university connection is not scored as evidence of analytical judgment. The team follows up on a missing detail using the same neutral probe it would offer other candidates.
Common mistake to avoid
Do not encode personal similarity as culture fit. If a criterion cannot be connected to required work, reconsider whether it belongs in the evaluation.
Work through the case
FICTIONAL SCENARIO
A hiring manager favors a candidate because they share a background. Another candidate supplies stronger evidence of the work required. The debrief should return to the agreed criteria.
Make it practical
Identify three non-job-related influences and replace them with job evidence.
Compare your reasoning with a worked response
Ask how the person performed relevant work, under what conditions and with what results. Do not score cultural similarity as performance.
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.