How to Run a Panel Interview That Actually Works

Panel interviews are supposed to be better than individual interviews — multiple perspectives, reduced individual bias, shared accountability for the decision. In practice, they often produce worse outcomes: social dynamics within the panel, groupthink, and competitive questioning can all undermine the assessment quality.

Here's how to get the benefits of panel interviewing without the pitfalls.

Before the Interview: Assign Roles

Every panel member should have a clearly defined role before the interview begins:

• Lead interviewer: Manages the structure, asks the primary questions, controls timing
• Competency assessor: Each panel member is assigned specific competencies to assess — they listen particularly carefully for evidence in those areas
• Note-taker: In a 2-person panel, the lead asks and the second person takes notes and scores

Without assigned roles, all three people end up doing the same thing — and doing it less well.

Use a Shared Scorecard

Every panel member should have the same scorecard and score independently during the interview. This is non-negotiable. If scoring happens only in the debrief, early speakers in the discussion anchoring everyone else to their view.

Score Independently Before Discussing

At the end of the interview, before any panel discussion, every member writes their scores. Only then does the debrief begin. This preserves independent judgment and reveals genuine disagreements rather than manufactured consensus.

Handling Disagreement Constructively

When panel members score differently, that's information. Don't try to resolve it by consensus — explore it. Ask: "You gave a 2 on problem-solving and I gave a 4. What specifically were you responding to?" This produces better hiring decisions than averaging.

The Debrief Structure

1. Reveal scores simultaneously
2. Discuss each competency with significant variance (>1 point difference)
3. Review deal-breaker criteria
4. Make and document the hiring decision