The eight parameters

Mental efficiency is not erudition or breadth of knowledge. It is the quality and speed of thinking under load, carried through into action: the person does not merely grasp the problem, they convert that understanding into a decision while the decision still has value. The parameter sits in the cognitive domain and is reported as a percentile against the reference base of managers and specialists in knowledge-based professions.

At work it shows up wherever the inputs are thin and the conditions move: costing something on incomplete data, working through an incident, negotiating when the other side's position only becomes clear as you go. High mental efficiency is recognisable by the short route to a decision — fewer redundant steps, less rework, a faster move from "unclear" to "here is what we do". Mid-range values read differently: familiar problems are handled confidently, while genuinely new or complex ones take longer and sometimes need a second pair of eyes.

The parameter is most often confused with experience and with general cleverness. An experienced person is fast where the situation is familiar; mental efficiency shows precisely where no ready template exists. It is also confused with verbal fluency — someone can reason elegantly and still arrive slowly, and the reverse is just as common. And it bears repeating: a high score does not mean "better". It only acquires meaning against the demands of the role, and there is plenty of work in which a steady pace and precision matter more than speed.

Learning agility is the speed and quality of transfer: yesterday's conclusion has to work on tomorrow's problem, which is similar but not identical. What is measured is not the volume absorbed but how quickly a person moves from trial attempts to reliably correct decisions, and how well that holds as conditions grow more demanding.

At work it is most visible when tools, procedures or subject matter change. One person is working independently after a single walk-through and a short crib sheet, and by the end of the week is proposing how to shorten the process; another needs repetition, support and time — which is a matter of pace, not of effort. This is why learning agility matters most where the role itself will change: in growing teams, on new lines of business, in projects whose content cannot be specified up front.

It is usually confused with two other things. The first is education and accumulated knowledge: a qualification tells you what someone has already learnt, learning agility tells you how quickly they will learn the next thing. The second is the appetite for learning — that is, Openness to New — which is a separate parameter and often diverges from this one. Someone can be genuinely drawn to the new and still absorb it slowly, or learn very fast but only for a concrete task in front of them.

Progress monitoring is the capacity to keep the gap between how things should be going and how they are actually going in view. The operative words are "while it is running": what matters is not the final check but early detection, at the point where correction is still cheap. The same quality underpins the ability to audit — one's own work and other people's.

At work the parameter shows up as a warning horizon. One manager raises the problem on the day of the deadline; another raises it a fortnight out, while people can still be moved between workstreams. The same mechanism operates at the level of a single task: a discrepancy against the source is caught before the report goes out, not after the client asks. Where monitoring is weaker, errors tend to surface late, once they have already touched the schedule or the quality.

It is most often confused with conscientiousness. Conscientiousness is about how a person plans and keeps commitments; progress monitoring is about what they do with the plan once reality departs from it. It is perfectly possible to lay everything out meticulously and still not notice that things have gone off. The second confusion is with control over people: high monitoring is indeed often accompanied by close oversight, but the quality itself concerns watching the process, not authority over those doing it.

Openness to New is not only interest in the unfamiliar but the willingness to carry that interest through into action. The person does not just read about a new tool, they try it on live work; does not just note that things could be done differently, but does them differently. The parameter sits in the personality domain and predicts behaviour well in situations where the procedures have not yet been written.

At work it shows at every transition: a change of tooling, a new market, a task with no defined process. High values appear as initiative without a request — someone finds and tests an option nobody asked for. Mid-range values read as sensible receptiveness: happy to try something a colleague suggests, rarely the initiator, and adopting only what makes evident sense.

The parameter gets confused with learning agility and with creativity. The distinction from learning agility is simple: openness to new is "I want to and I will try", learning agility is "I absorb it quickly". The two often diverge, and the divergence is itself informative. As for creativity: openness to new does not guarantee original ideas, it accounts for the readiness to step outside the accustomed method. And, as everywhere in the profile, high is not better than low — in processes where mistakes are expensive, resistance to the temptation to do it a new way is worth more.

Risk appetite is not bravery of character or a taste for thrills; it is the working balance between sensitivity to potential gain and sensitivity to potential loss. In this method it draws on Reinforcement Sensitivity Theory (Jeffrey Gray): behaviour is decomposed into an approach system oriented to reward and an inhibition system oriented to uncertainty and punishment. The score reflects which of the two carries more weight in decisions taken under pressure.

At work the parameter surfaces at the moments when the data will never be sufficient and a decision has to be made anyway. A high risk appetite means readiness to move first, having accepted the price of failure, because the price of inaction is higher. Mid-range values look like calculated risk: willing to take the chance once the options have been worked through and a fallback is in place. Low values look like choosing the predictable route even where the expected value favours the risk.

Risk appetite is confused with impulsivity and with self-confidence. Impulsivity is about the absence of a pause before deciding, whereas someone with real risk appetite may deliberate at length and still choose the option with the wider spread of outcomes. Confidence is a different matter again: a person can be thoroughly self-assured and consistently avoid uncertainty. Like every parameter here, this one reads only against the role and the company's stage — what suits early growth is destructive in a mature process, and the reverse.

Result focus is the capacity to hold on to a goal when the environment pushes back: after a setback the person changes approach and carries on rather than writing the task off. What matters is not stamina in itself but the combination of two things — returning to the objective, and absorbing criticism and failure without dropping out of working rhythm for long.

At work it shows over distance and after refusals. Sales, protracted approvals, projects that run for months with a deferred payoff — wherever external pressure is absent, result focus becomes the only engine. Mid-range values look like this: most tasks get finished, while the long, sticky ones need external checkpoints if they are not to fall apart.

Result focus is most often confused with stubbornness and with workaholism. Stubbornness is the repetition of a single method, whereas result focus includes changing approach: the same goal by a different route. Workaholism is about hours; result focus is about returning to the objective after a setback, not about overtime. It also gets mixed up with conscientiousness: a conscientious person does what they promised, someone high on result focus keeps going where the promise turned out to be hard to keep.

Agreeableness in this profile is not sociability. It combines three things: how much a person needs agreement within the group, how well they read other people's states, and how far they hold their own line when pressed. The last of these is essential — a high score is not compliance, it is responsiveness combined with steadiness.

At work the scale appears in conflicts, in negotiations under pressure, and in how someone spends their own time when they are asked for something. Mid-range values read as the working optimum for most roles: comfortable in a team, able to decline without drama, able to give objective feedback. For managerial positions the scale functions not as a selection criterion but as a description of management style, and is read alongside conscientiousness, progress monitoring and mental efficiency — a manager low on agreeableness with strong monitoring builds one kind of management system; one high on agreeableness with strong mental efficiency builds quite another.

The parameter is confused with extraversion and with loyalty to the employer. Extraversion is about volume of contact and where a person draws energy; a quiet person can score high here. Loyalty sits closer to conscientiousness: it concerns keeping commitments, not sensitivity to the people around you. The name it shares with the Big Five trait is a third source of confusion and the most consequential one: this value is read from observed behaviour, not from a self-report questionnaire, so validity coefficients published for questionnaire-measured agreeableness — the leadership finding in Judge et al. (2002) among them — describe a different construct and cannot be carried across to this parameter.

Conscientiousness is about organisation and dependability in the ordinary, working sense: the person plans ahead, budgets their resources, does what they agreed to do, and leaves nothing to luck. Within the personality domain it is among the most practical parameters, because it bears directly on how predictable the output is and on the cost of the oversight that will have to be built around the person.

At work it is visible above all in commitments and in details. The document promised for Wednesday arrives on Wednesday; in a prepared pack the figures and the references reconcile; before a launch the dependencies have been checked. Mid-range values look like working to a checklist with allowances: the person knows the right sequence but forgives themselves the odd departure and needs external oversight to hold the standard consistently.

Conscientiousness is confused with compliance and with progress monitoring. Compliance is a readiness to do what one is told; conscientiousness is an internal standard that holds without being told. The difference from monitoring lies elsewhere: conscientiousness governs how the plan is built and the commitment met, monitoring governs whether the drift was noticed en route. The two often diverge, and their combination is precisely what determines whether a role needs an external control loop.