What Is Predictive Performance Profiling and How Does It Work?

Predictive performance profiling is a behavioral assessment. It compares a candidate against a benchmark built from people who already do the job well. It measures natural working style rather than skill, then shows how closely that style matches what the role rewards. The Carlisle Group uses the Drake P3 system for this. The important distinction is that it is not a personality quiz and not a pass or fail test. It is one input that helps explain why two equally qualified people often perform very differently in the same seat. This article covers how the assessment works, where the benchmark comes from, what the research says it can predict, and what it should never be used for.

How Does the Assessment Itself Work?

Quickly, and with less drama than people expect.

A candidate completes an online survey that takes roughly 15 to 20 minutes. It presents around 100 adjectives, and the person selects the ones that describe them. Those answers then run through a large set of calculations to produce a behavioral profile.

The system measures four primary behavioral traits.

Trait	What a High Score Suggests	What a Low Score Suggests
Dominance	Direct, decisive, competitive, comfortable taking charge	Collaborative, cautious with decisions, prefers group input
Extroversion	Outgoing, enthusiastic, people-oriented, optimistic	Reserved, measured, more comfortable in smaller settings
Patience	Steady, accommodating, even-tempered, good self-control	Urgent, fast-moving, restless with slow progress
Conformity	Structured, process-driven, detail-focused, rule-respecting	Flexible, improvisational, comfortable outside procedure

The report also covers communication style, motivation, decision-making, stress and energy levels, and how the person prefers to learn.

It also gives two views of the same person. The primary profile shows natural tendency, how someone acts when they are simply themselves. The environmental adjustment profile shows how far they flex that style at work. The gap between the two is often the most useful part of the report.

Where Does the Benchmark Come From?

This is the part most people miss. It is what separates profiling from a generic personality test.

The benchmark is built for a specific role at a specific company. Managers who know the job and current top performers each fill out a job profile survey. Their input is combined into a profile of the behavior pattern that actually succeeds in that seat.

There is no universal template. A sales profile at one company will not match another, because the work, the customers, and the culture differ. A field sales role built on long relationships rewards a different pattern than one built on high volume.

Once the benchmark exists, candidates are measured against it. The output is not a score out of ten. It shows where a candidate’s natural style fits the role and where it does not. It also shows how much effort they would spend working against their own grain.

That effort measure matters. Someone can perform well in a role that fits them poorly, but it costs energy every day. That tends to show up later as burnout or an early exit.

What Does the Research Actually Say?

Honest answer: useful as one input, unreliable as the deciding factor.

The most thorough recent review of hiring methods is Sackett, Zhang, Berry and Lievens, published in the Journal of Applied Psychology in 2022. They found that common corrections had inflated earlier validity estimates. Most selection methods predict job performance less strongly than the field believed, with estimates falling by roughly .10 to .20.

Two findings from that work matter for anyone using assessments.

Structured interviews ranked as the single best predictor of job performance, ahead of every other common method. So an assessment supplements a disciplined interview process rather than replacing it.

Personality measures predict better when matched to a specific job rather than used generically. That supports the benchmark approach, where the comparison comes from people doing that job rather than a general population.

What Profiling Does Reasonably Well	What It Cannot Do
Describe natural working and communication style	Measure skill, knowledge, or technical capability
Show fit against a role-specific behavioral benchmark	Confirm a candidate’s track record
Surface where someone will have to work against type	Predict performance on its own
Give interviewers specific areas to probe	Replace references or a structured interview
Help a manager onboard and manage someone better	Justify screening someone out by itself

What Should It Never Be Used For?

Three things, and the third is where employers get into trouble.

It should never be the sole basis for a hiring decision. No single method carries that weight, and behavioral fit is only one part of whether someone can do a job.

It should never be used to screen people out before a human has reviewed their background. Profiling explains how someone works. It says nothing about whether they can do the work.

And it should never be treated as legally self-justifying. The Society for Industrial and Organizational Psychology holds that selection tools must stand up on validity, job relevance, fairness, and documentation. Be careful with any vendor claiming a government agency has approved or validated their tool. Agencies set standards employers must meet. They do not certify products, and the duty to use a tool properly sits with the employer.

How Should Employers Use It Well?

Six practices that get value from the tool without overreaching.

1. Build the benchmark before you need it. Profile your strong performers while there is no open role. A benchmark built during a live search gets rushed.
2. Define the job first. The tool compares against a role, so the role has to be clear. A proper position profile does that work before anyone is measured against anything.
3. Use it to shape the interview, not to shorten it. The best use is writing better questions. If a profile suggests someone flexes heavily on structure, ask how they handle detailed process work.
4. Pair it with other evidence. Combine it with structured interviewing, professional reference checking, and where leadership judgment matters, an emotional intelligence assessment.
5. Share results with the person. Candidates usually find their own profile useful, and it starts the working relationship honestly.
6. Keep using it after the hire. The same profile helps a manager understand how to brief, motivate, and develop the person in their first year.

Final Thoughts

Predictive performance profiling answers one narrow question well. It describes how a person naturally works and compares that against the pattern of people who succeed in a role. Then it shows where the fit is strong and where it will take effort.

It does not measure competence, and no assessment should carry a hiring decision alone. Used alongside a structured interview and solid references, it cuts guesswork where interviews are weakest. That is predicting how someone will actually operate once the job starts.

The Carlisle Group uses behavioral and predictive performance profiling as part of its assessment process on search engagements, including retained executive search. If you want to understand what a benchmark for one of your roles would look like, start a conversation with our team.