Evidence & Methods
Assessment loses value when a polished report hides the measurement. P×E keeps the leader and environment separate before interpreting the fit between them.
Take the free profileThe measurement chain
The established personality measure comes first. STEP, Alignment, and ADAPT are P×E methods under active development. The distinction matters because a commercial model should never claim more certainty than its evidence can carry.
The free profile estimates 12 work-relevant facets from the Five-Factor Model. The Executive Fit Review uses a deeper item set drawn from the public-domain International Personality Item Pool. The scores describe tendencies. Capability and future performance require separate evidence.
The STEP Scan asks how people experience threat and stability in the same operation. The executive and selected colleagues rate the environment separately. Their disagreement stays visible because it may reveal the operating problem.
The Alignment Map compares the leader’s measured tendencies with the demands attributed to the current arena. The result is a developmental hypothesis about fit. Predicting executive performance would require validation for that specific use.
The debrief selects one bounded change in the leader or the work. A later review checks whether the expected evidence moved. The intervention is retained, revised, or stopped based on what happened.
Why multiple ratings matter
Research underneath the profile
Public-domain personality items and scales, including the 120-item measure of 30 Five-Factor Model facets.
A meta-analysis that organized the trait literature around the Big Five and examined its relation to leadership.
A foundational account of why the person and environment must be measured separately before their fit is interpreted.
The accepted framework for evidence concerning score validity, reliability, administration, and fairness.
An analysis across lower, middle, and senior organizational levels showing that leadership skill requirements increase with level, especially business and strategic skills.
A review explaining how task, social, and organizational cues affect whether personality tendencies appear as useful work behavior.
Current limits
Use the results to form and test hypotheses about leader-role fit. Clinical use and high-stakes personnel decisions fall outside the profile’s intended purpose.
The Next-Role Fit Review adds role analysis, interviews, and current performance evidence. A personality profile by itself does not establish readiness for promotion.
The commercial cases completed during development are treated as product work. Any future academic study will require separate review, consent, and research controls.
See the Executive Fit Review