Business needs and performance needs

Activity is not performance. Performance is not a result.

Activity, performance and result

Three words do most of the damage in this discipline, and they do it by being used interchangeably in rooms where money is committed. They are not synonyms. They are a chain, and every link in it can break.

Activity is what people do. Attending, reading, discussing, completing. It is countable the day it happens, it belongs to whoever paid for it, and, this is the part that matters, it moves whatever else is true. A course runs whether or not anyone could have used it, and the completion rate is unaffected by whether the work changed.

Performance is what people leave behind. Not the doing but the thing done: the report filed, the fault fixed at the first visit, the order picked correctly. Gilbert put the distinction at the center of the field half a century ago, separating behavior from accomplishment and observing that only the second has any value to anybody (Gilbert, 1978). It is countable within weeks, it belongs to the line, and it moves only if the conditions around the person allow it to.

A result is what the business counts. Claims cost, on-time delivery, first-time fix rate, days sales outstanding. It is countable over a quarter, it belongs to a director, and it moves only if the accomplishment underneath it happens to be the one that drives it.

Why the confusion is expensive rather than merely untidy

The distinction is old and it has been measured. The transfer literature exists precisely because activity and accomplishment came apart so reliably that somebody had to study the gap: a large meta-analysis found that what happens to an accomplishment after a course depends far more on the work environment than on anything in the course (Blume et al., 2010), and the work on sustainment found the same for whether it lasts (Hughes et al., 2020). Reviewing forty years of the organizational-level research, Garavan and colleagues reach the sharper version: training cannot be separated from the system it sits in at all, which is why the effects in that literature are so heavily conditioned (Garavan et al., 2021).

So if the three words were simply imprecise, this would be a matter of style. They are imprecise in one direction, and that direction has a price. Harless named the consequence forty years ago and it has not needed restating since: what costs too much is not the analysis but the absence of one (Harless, 1985, p. 6).

Activity is the only one of the three that can be bought. There is no market for accomplishments and no supplier of results. There are, however, a great many suppliers of activity, and every one of them can quote a price, a date and a headcount by Friday. So the column that is easiest to purchase is the column furthest from the thing anybody wanted.

What follows is a substitution nobody decides on. The organization buys column one, hopes for column two, and, when the invoice is justified twelve months later, reports on column three, or on whatever in column three happens to have moved. The chain is never tested, because testing it would require establishing the two links, and establishing them takes longer than buying the course.

The discipline exists to interrupt that substitution, and it does so at exactly one point: before the money moves. Afterwards there is nothing to interrupt: there is only a report to write, and reports about activity are easy to write well.

A business need is counted; a performance need is done

The first question of the analysis is not “what is the problem?” It is “which of the two kinds of need am I holding, and is the other one missing?”

A request is a performance need with a solution already fastened to it. “We need a safety culture program” contains a view about what people should be accomplishing, driving more carefully, and a view about how to get there. What it does not contain is the result. Nobody has said which number is moving, by how much, on whose report.

Mager and Pipe built a method on the same observation: describe the discrepancy before accepting the remedy offered with it (Mager & Pipe, 1997; Robinson & Robinson, 2008). The rule underneath both needs is older and blunter. A need is a gap in results, never a gap in means, so a course, a system or a campaign can never itself be the need, whatever word is put in front of it (Kaufman & Guerra-López, 2013). Number 02 sets out where that rule comes from.

That is not evasion. The person making the request is usually the person furthest from the number, and the number is not on their report. They have described the part of the problem visible from where they stand, and they have done it in the only vocabulary their organization gives them, which is the vocabulary of activity.

Reconstructing the missing half

So the analyst’s job at this question is reconstruction, and there is one question that does most of it.

Why a symptom is more convincing than a cause

A symptom is not a bad guess at a cause. It is a different kind of object, and it has three properties that make it far more persuasive than the thing actually producing the trouble.

It is visible. Somebody noticed it, which is why it is on the table at all. A cause that nobody has noticed has no advocate in the room.

It is recent. Symptoms announce themselves; causes have usually been running for two years. The thing that just happened feels like the thing that is happening.

It invites action this week. There is always something to do about a symptom: talk to someone, add a check, send a reminder, run a session. Acting on a cause typically requires two departments and a quarter, which is the same as saying it requires a decision nobody in the room can take alone.

The practical rule is not to distrust symptoms. It is to treat every symptom as a location rather than an explanation: this is where the trouble surfaces, which is rarely where it starts. That distinction is the whole of Rummler’s argument about systems, and the reason he insisted a good performer in a bad system loses almost every time (Rummler & Brache, 2013). Number 08 takes the question of where a cause actually sits, and number 09 what kind of cause it is.

Numbers that are not results

The commonest failure at this question is not the absence of a number. It is a number that satisfies everyone and describes nothing the business runs on.

Four of them turn up again and again. Each is a real measurement, collected in good faith, and each answers a question other than the one the analysis is asking. They are dangerous precisely because they close the conversation: a figure has been produced, so the first question feels answered.

The test is one question: if this number improved by a tenth and nothing else changed, would anybody outside this room notice? A business result survives it. Activity, mood, intention and compliance do not, because each of them can move on its own while the work stays exactly as it was.

The third has the most published evidence against it. A recent synthesis of what determines behavior ranks stated intention and belief well below anything that changes the situation somebody is acting in (Albarracín et al., 2024). Measuring what people say they will do is measuring the wrong end of the chain.

And a caution about the mood measures

The second of the four deserves protecting from the argument this paper has just made about it.

When there is no number

Often there is no measure, or the measure exists and nobody has looked at it for two years. That is not an obstacle to the analysis. It is the first result of the analysis.

A result that nobody counts is a result nobody owns, and a result nobody owns has been drifting for as long as it has existed. The absence usually explains the duration of the problem better than any cause found later. If the organization had been counting, somebody would have noticed; the fact that the complaint arrived as an adjective is evidence about the measurement system, not only about the work.

The instinct at this point is to commission something: a dashboard, a baseline study, a measurement framework. Resist it for a fortnight. Organizations count far more than they read, and the measure that will settle the question is usually already sitting in an operational system, uncut and unopened.

Four ways a problem gets worse while nobody closes it

Every business case is a comparison against doing nothing, and doing nothing is almost always modeled as standing still. It is not standing still. It has a direction, and the direction is down.

The fourth is how expensive problems become permanent

Deming’s estimate is the background to all four: most of what goes wrong belongs to the system, and the system belongs to management (Deming, 2000, p. 270). A problem left alone is not a problem waiting; it is a system continuing to produce what it was built to produce.

The fourth deserves emphasis because it is how expensive problems achieve permanence. Nothing has been decided. Somebody, three years ago, made an allowance because the expedited freight kept recurring; the allowance was reasonable; and from that quarter on, the freight was a cost rather than a symptom. The measure that would have shown the problem still exists. It is now labeled as the solution to it.

The safety program that was a paperwork problem

A national haulage business, 480 drivers, 62 million kilometers a year. The figures are illustrative and reconcile from the rates stated with them.

The request was specific and well argued. Two days of safety culture training for every driver, supported by a toolbox-talk program and a refreshed set of standards. The board had asked for it. The transport director had asked for it twice.

Nobody had stated a business need. When somebody looked for one, the number everybody assumed was moving turned out not to be: at-fault incidents had run at 214 a year for three years, flat. What had moved was third-party claims cost, from $2.1M to $3.07M over the same two years: a rise of nearly half on a stable incident count.

What the split did to the conversation

Nothing about the cause had been established yet. The first question alone changed the conversation in three ways, before anyone had been to a depot.

The problem changed hands. It stopped being a driver-behavior matter and became a claims matter, because claims cost sits on the transport director’s report and always had. Nobody had to be persuaded to care about a number they already published.

The activity lost its justification. Two days of safety culture training addresses driving. The measure that was moving is settled by paperwork completed at the roadside, in the twenty minutes after an incident, by a driver who is shaken and standing in the rain. Nothing in the proposed program reaches that.

And somebody was already achieving it. One depot ran 71 percent complete reports against a national 40. Its transport planner had printed the form on a single sheet, put a copy in the door pocket of every cab, and made a habit of ringing any driver who called an incident in to walk them through it. Nobody had asked her to do this, and nobody outside the depot knew she did.

The intervention that followed was a laminated one-page form, a photograph checklist and a phone number. What it cost is a matter for number 13. What matters here is that none of it would have been found by anybody answering the request as it arrived.

What this does not claim

An argument this convenient for one side deserves its boundaries stated plainly. Three of them.

• Activity is not worthless. Some accomplishments genuinely require instruction, and where knowledge is the binding condition, teaching it is the fix rather than a substitute for one. The claim is about the order of establishment: activity is what you buy last, once you know what accomplishment it has to produce.
• Not every request hides a different problem. Sometimes the requester has the business need in their head and simply did not say it, and thirty minutes of conversation produces it intact. The analysis is not an accusation, and treating every request as a misreading is its own reflex.
• The two links are claims, not findings. That an accomplishment drives a result, and that conditions permit the accomplishment, are propositions this paper says must be established. It does not establish them. Numbers 06 to 09 do that work, and they can fail.

Two needs, one measure

Fifteen minutes, on the request in front of you now. Answer these six and you have question one. Leave one blank and you have found the first thing to establish.

Two problems, one method, sixteen papers

Two models carry the method. Gilbert’s six conditions ask what kind of cause; Rummler and Brache’s three levels ask where it sits. Both are sound and this series uses both, and it leads with Gilbert, because his unit is the accomplishment, which is what an organization already counts, and because his six conditions are the categories an organization can actually change.

Where the method comes from

Two further pieces close the set and carry no number, because each points at all the numbered papers. Before the guide sits Arets L&D Business Models, the destination piece for the people who receive the requests: four models a learning function can run, and the route from HR-driven to business-driven. Last sits Solutions that cannot work, the field guide, ordered by the sentence that lands on your desk: seventeen forms a performance problem arrives in, each with an address in one of the numbered papers. Three orders in all: the destination you choose, the question you are on, and the form that landed on your desk.

Sixteen papers, six parts

Number 01 is the map and number 02 is the foundation. From number 05 on, every number is depth on exactly one step of the method. The filled block is the paper you are holding; the two unnumbered pieces close the set.

Where every claim in this paper comes from

The three books named earlier in this paper are listed in full in number 02, so that they do not recur in every reference list.