How to test executive judgment during recruiting and hiring process

Why judgment needs testing

By the time a MedTech leadership search reaches three executive finalists, everyone in the room already knows the outcomes each candidate delivered. A résumé can show what someone has achieved, but it rarely shows how they made difficult commercial decisions, handled incomplete information, or responded when the assumptions behind a plan turned out to be wrong. That distinction matters because executive evaluation is not only about how a candidate appears in the interview. TruAlign looks at three different layers of evidence: how someone APPEARS TO the people interviewing them, what they have demonstrated they CAN DO through experience and results, and what the evidence suggests they are likely to WILL DO in the specific role and environment.

The stakes justify the effort. Russell Reynolds found that 13.1% of new CEOs in the S&P 500 leave within three years, and the figure climbs to 17.2% for external appointments. Across 3,600 S&P Global large- and mid-cap companies, Korn Ferry counted 411 CEO changes in 2025.

So the question a recruiting and hiring process has to answer at the finalist stage is how they'll decide when the information is incomplete and three stakeholders want different things.

Design realistic decisions

Start with the decisions the executive is likely to face during the first year in the role. For a MedTech commercial leader, that could mean prioritizing territories ahead of a product launch, deciding how to allocate limited sales resources, responding to slower-than-expected adoption, or balancing commercial urgency with regulatory and clinical considerations. Pick two or three decisions that genuinely reflect the role. Anything more and the exercise becomes a survey of the candidate's general intelligence.

Each scenario needs a few ingredients to produce usable evidence:

• Missing information that matters, so the candidate has to notice the gap and ask

• Two priorities that can't both be satisfied, with real money or real time on the line

• Named stakeholder positions (a regional sales director who wants one thing, a regulatory lead who wants another)

• A deadline tight enough to force a call

Strip out anything confidential. Change the customer names and round the numbers. A well-built scenario reads as plausible without revealing your pipeline, and it keeps the exercise bounded so nobody is producing deployable work. Two well-designed decisions are usually enough to generate useful evidence without turning the exercise into an unnecessary burden for the candidate or the hiring team.

Standardize recruiting and hiring process

Every finalist gets the same briefing document and the same scenario, with the same preparation window and the same list of prompts. That consistency is what makes the evidence comparable rather than anecdotal. When candidates answer different questions, you've given them different tests, and comparing the scores is meaningless.

The research on this is consistent. Sackett and colleagues put the operational validity of the structured interview at .42 versus .19 for unstructured formats, roughly double, in their 2022 re-estimate of selection method validity. The older Schmidt and Hunter figures were .51 against .38. The correction changed the size of the gap while the direction stayed the same.

Consistency also matters for defensibility. The Uniform Guidelines on Employee Selection Procedures define a selection procedure broadly enough to cover informal interviews and scored exercises alike, so a simulation you use to rank finalists is part of your recruiting and hiring process in the regulatory sense. Note that the EEOC has proposed rescinding the interpretive portions of that rule, which is a good reason to run your design past employment counsel rather than a blog post. Standardization is cheap, anyway. The time to hire formula counts calendar days from a candidate entering the pipeline to offer acceptance, and a scripted 90-minute exercise adds two of those days to a recruiting and hiring process.

Run the judgment simulation

Give the candidate the brief, then give them room. The point is to watch reasoning happen live, which means the interviewer's job during the first stretch is mostly to listen, observe, and take notes. Ask the same sequence every time:

1. What assumptions are you making that the brief doesn't confirm?

2. What five facts would you want before deciding, and who would you ask?

3. What are the two or three real options here, and what does each one cost?

4. Which one do you choose, and what are you giving up by choosing it?

5. What will go wrong, and how would you know early?

6. What evidence would make you reverse this decision?

That last question does more work than the rest combined. An executive who can name the disconfirming evidence in advance has thought about being wrong. One who can't will defend the original call long after it stops making sense. Meta-analytic work by Christian and colleagues found that situational judgment measures most often assess leadership and interpersonal skills, and that the leadership-focused ones carry relatively high validity for overall job performance. This gives you something better than a hunch, and it barely registers in the time to hire formula.

Score the reasoning

Build rating anchors before the first candidate sees the brief. For each dimension, write down what a 1 looks like and what a 5 looks like, in behavioral terms, then describe the 3. Inquiry: does the candidate ask for the missing facts, or proceed as though the brief were complete? Prioritization and tradeoff clarity each get their own anchored scale, along with willingness to adapt when the scenario shifts. Risk awareness and ownership of the outcome need the same treatment.

Then the part most teams skip. Interviewers submit their ratings independently, with a cited piece of evidence beside each number, before anyone talks. Daniel Kahneman, who won the Nobel in economics for his work on judgment, told the Jordan Harbinger show that when multiple people are involved, "you want them to reach their judgments and decisions independently of each other before they discuss them. Discussion reduces the independence." A debrief that opens with the most senior voice in the room has already collapsed into one opinion wearing five hats.

Evidence citations enforce honesty. "He seemed strategic" is not evidence. "He asked for the payer mix before committing, and named the two accounts he'd call first" is. Require scorecards within 24 hours so the structured interview data stays fresh and the time to hire formula doesn't quietly stretch while you wait on a busy director.

Verify past judgment

A simulation shows how someone reasons in a room with you without showing what they did when the decision was real and the consequences landed on their own team. That's why the simulation is one leg of the evidence and not the whole thing, and why a serious recruiting and hiring process triangulates it against a documented past decision and the people who watched it happen.

Use a structured interview

Pick one comparable decision from the candidate's history and go deep on it for 45 minutes. What was the situation, in specifics? What did you personally decide, as distinct from what the team decided? What options did you reject, and why? What happened, and what did you do when your assumptions turned out to be wrong?

Frame it plainly at the start: this is an evidence check on one decision. Candidates respond well to the clarity, and the structured interview format keeps you from drifting into the pleasant conversation that produces nothing comparable. Swider and colleagues found across 163 mock interviews that impressions formed during pre-interview rapport building influence ratings of answers to structured questions, more strongly early in the session than late. Front-load the script.

Check varied references

Talk to a former supervisor and a peer who had no reporting relationship. Add someone who worked for the candidate. Ask all of them the same questions, in the same order:

• Describe a hard call this person made that you observed directly. What did they weigh?

• How did they handle the stakeholder who lost that argument?

• When something they decided didn't work, what did they do next?

• What did they own publicly, and what did they attribute elsewhere?

Reference checks have a weak reputation, and the older validity research earned it. Schmidt and Oh noted that employers remain reluctant to provide more than dates and job titles. But the low estimates came from unstructured calls. Taylor and colleagues found that a structured telephone reference procedure held up better than the reputation suggests. What you're hunting is repetition across three independent sources. Reference work is also where the time to hire formula stretches, so book the calls the same week you run the simulations.

Avoid misleading signals

The most common failure is rewarding presentation. Ram Charan, who has advised boards on CEO succession for four decades, put it bluntly: a board that meets candidates only in the boardroom is judging presentation, not leadership. Fluency is a real skill for a commercial executive. It is not the same skill as deciding well, and the exercise exists to separate them.

Watch for two other traps. Interviewers ask questions that confirm their first impressions and they sell the job once they've warmed to someone, which is exactly why the structured interview script and the independent scorecards matter. And keep the scenario hypothetical. In a survey of roughly 700 candidates, interviewing.io found that 58% believed they deserved compensation for take-home work while only 4% ever received it. Speed is a legitimate constraint, and the time to hire formula is the right way to track it. Just don't let a fast recruiting and hiring process become an excuse for the version where everyone nods at the polished finalist and calls it consensus.

Coordinate evidence with TruAlign

TruAlign Partners starts before the candidate slate is built. For commercial-stage MedTech searches, we first define what the person in the role needs to accomplish, then use our CarbonCore process to translate those outcomes into role competencies, interview questions, and scorecards.

The McQuaig Job Survey adds a behavioral benchmark for the role, while candidate assessments provide another layer of evidence alongside interviews, simulations, and reference work. The goal is to give the hiring team a clearer basis for comparing finalists against the work they will actually be expected to do, rather than relying too heavily on résumé strength or interview presence.

Schedule a call to discuss your next commercial hire.