Diagnose hiring drop-off by separating employer decisions, candidate withdrawals, and process delays. Review where movement stops, what changed, and what evidence supports an explanation.
A single conversion percentage cannot tell you whether the problem is targeting, role clarity, assessment design, communication, or the offer.
Define the stages first
Use consistent meanings for introduced, screened, interviewed, offered, and hired. Record withdrawals and employer declines separately.
Decide how to handle candidates still active in the process. Mixing unfinished cases with completed ones can make a recent group look worse simply because it has had less time to progress.
Build a diagnostic view
| Where movement stops | Questions to investigate |
|---|---|
| Before an initial conversation | Is the role relevant and accurately described? |
| After the first conversation | Did scope, compensation, or working conditions differ from expectations? |
| During assessment | Is the task relevant and proportionate? Are delays occurring? |
| After interviews | Are decisions and updates timely and clear? |
| At offer | Does the written package match the discussion? What remains unresolved? |
These are hypotheses, not conclusions. Check them against candidate feedback and process records.
Review a comparable group
Choose candidates for the same role and a meaningful time period. Note material changes to requirements, sourcing, or interview stages.
Do not compare unrelated roles as if they should have identical conversion rates. Avoid publishing private candidate reasons or small-group information that could identify someone.
For small searches, a case-by-case process review may be more useful than a chart of percentages.
Investigate the actual sequence
Illustrative finding: A fictional team sees several withdrawals after a technical interview. Review shows that the candidates were waiting for scheduling of the next step, and two learned about an onsite requirement only then.
The assessment itself may not be the main issue. The team should test clearer upfront expectations and faster coordination before replacing the exercise.
Do not assume the same explanation applies to every withdrawal.
Choose one change and define the observation
State what you will change, why you expect it to help, and what you will review afterward. Keep other material changes visible so you do not attribute every improvement to one action.
Examples include moving a work-location discussion earlier, removing a repeated interview, or assigning a debrief owner.
Keep the result tied to hiring quality
A smoother funnel is useful only if the process still assesses the role appropriately. Do not remove an essential assessment solely to improve a percentage.
Use the candidate update guide and interview evidence map to turn diagnosis into a practical change.