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WORKBOOK — THE LUMINOUS GAINSHARE EMPLOYEE

Chapter II.01 · From Scarcity to Abundance

For the person working inside a gainshare arrangement — where a defined share of verified improvement returns to the people who created it. This chapter turns out to be about your statement.

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WHY THIS CHAPTER IS ABOUT YOUR PAY

The chapter argues that scarcity is usually positional: the thing exists, and it is in the wrong place, the wrong form, the wrong concentration, the wrong period, or somebody else's hands.

Apply that to the gain you produced last quarter.

It exists. You made it. And if it did not reach you, the reason is almost never that there was no gain. It is that the gain was in the wrong measure (nobody counted it), the wrong period (it landed after the window closed), the wrong denominator (the ratio moved against you for reasons nothing to do with your work), or the wrong title (it was counted, and it was attributed somewhere else).

Those are the four senses of scarce, applied to your own statement. The chapter's whole method transfers, and it transfers with the numbers attached.

This is not a grievance workbook. It is the opposite: every one of those four is a thing you can find, evidence and fix, and the fixing is worth more to the firm than it costs, which is why the conversation goes well when you arrive with the arithmetic.

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PART ONE — DISCOVERY

Weeks 1–4: find the gain that is not counted

Exercise 1.1 — Classify your own statement (two hours)

Take your last gainshare statement, or the scheme document, and answer in writing:

1. What is the measure, as a formula?
2. What is the denominator, exactly, and where is it defined?
3. What is the period, and when does a gain have to land to count?
4. Who verifies, and who attributes?
5. What happens to the baseline when a gain is realised?

Question five decides whether the scheme is worth being in. If the baseline resets to the improved level each period you are on a treadmill — every gain raises the bar, the same effort yields less each cycle, and eventually nothing. A well-designed scheme holds the baseline for a stated term, or ratchets on a published schedule everybody can see coming.

Question two decides everything else, and almost nobody asks it. Which brings us to the exercise the chapter actually exists for.

Exercise 1.2 — The denominator audit (one week)

A recovery rate, a yield, a utilisation, a first-pass rate — every gainshare measure is a ratio, and a ratio can be made to move by editing the bottom of it while nothing real changes. Sometimes that is deliberate. Far more often it is a reporting system that changed a category three years ago and nobody reconciled it.

Do this:

  the measure   |  the denominator as defined  |  the denominator as computed

Get the definition in writing. Get one period's actual computation. Compare them line by line. Ask what was included, what was excluded, and when the rule last changed.

If they differ, you have found the single most valuable thing in this workbook, and you have found it in a form nobody can argue with, because you are not making a claim about fairness — you are making a claim about arithmetic against a written definition.

Exercise 1.3 — Find the uncounted gain (one week, with your team)

Ask the question in the chapter's shape, not the deficit shape:

"When did we last solve a shortage here without getting more of the thing — by rerouting it, converting it, storing it, repairing it, or getting somebody to release it? What did we do, and did it show up anywhere?"

Write down every case. Then mark each one:

The ones marked time are the ones that never get counted, because their whole value is that nothing happened. A stoppage you prevented leaves no trace in any system, and a gainshare measures traces. Name those explicitly; they are usually the largest.

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PART TWO — THE ARITHMETIC

Weeks 5–8: make the gain countable

Exercise 2.1 — Compute p for something you touch (one week)

Pick one material, part, tool, consumable or fixture that passes through your hands, and compute the recovery fraction:

        p  =  units returning to service per period
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              units leaving service per period

Then compute what it is worth:

        M  =  1 / (1 − p)

p = 50% is worth 2.00×. p = 80% is worth 5.00×. The difference between those two is thirty points of recovery and a factor of two and a half in effective supply — and in the chapter's worked case, copper, thirty points of recovery is worth more than every undiscovered deposit the USGS has ever assessed.

Write both numbers on one page with the definition of your denominator at the top. That page is the strongest single document a gainshare employee can hold, because it converts something you have always known into something that has a multiplier attached.

Exercise 2.2 — Price the prevented stoppage (three days)

For the time-position gains from Exercise 1.3, build the counterfactual, which is the only way an event that did not happen gets counted:

1. How often did this used to happen, in the period before the buffer existed?
2. What did one occurrence cost — downtime, expedited freight, scrap, overtime, the knock-on to the next shift?
3. Multiply. That is the annual value of a thing that leaves no trace.

Bring the historical frequency with you. Without it this is an assertion; with it, it is a measurement, and the difference in how it is received is total.

Exercise 2.3 — The horizon problem, and what to do about it (one hour)

Circulation gains are slow. A recovery programme that raises p by ten points may take eighteen months to show in a measure computed quarterly, which means under a standard scheme you do the work and somebody else collects.

Compute your own version. How many periods between the effort and the measured gain? Then decide what you are actually asking for:

• A lagged claim — the gain is attributed to the period in which the work was done, not the period in which it was measured. This is the cleanest fix and it costs the firm nothing.
• A milestone claim — a defined share paid on a verified leading indicator (recovery route contracted, denominator signed, first cycle completed) rather than on the lagging measure.
• A fixed baseline term — three to five years, so the improvement you build is not immediately reabsorbed.

Ask for one of the three by name. A request for fairness has no shape. A request for lagged attribution has a clause.

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PART THREE — THE LEDGER

How the mechanism actually works, from inside

A gainshare is a written promise with four parts, and if any one is missing it is a discretionary bonus wearing the word: a baseline, a measure, a share, and a period with a verifier.

The chapter adds a fifth part that most schemes omit and that matters more the more circular the work becomes: an attribution rule. Who is credited when a gain crosses teams, crosses periods, or arrives because somebody prevented something.

Read your scheme for all five. Then hold this in mind about the ledger itself:

The ledger is a non-rival good that has been made excludable. The numbers in it cost nothing to reproduce. A scheme where everybody can see the computation loses nothing by being visible, and gains a great deal: disputes become arithmetic rather than suspicion, and the effort spent maintaining doubt gets spent on the work instead. When you ask for visibility you are not asking for a concession. You are asking the firm to stop paying to enclose something with a marginal cost of zero.

What good looks like, as a checklist.

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PART FOUR — WHAT TO ASK FOR, AND HOW

The order is number, then story, then philosophy — and the philosophy is optional. This is the same order the executive in the parallel workbook is being taught, and that is not a coincidence.

The conversation, in full:

"I've been measuring something we don't currently count. Our recovery fraction on this part is 48 percent — here's the denominator definition I used, and here's the period. At 1/(1−p) that's already worth about 1.9 times the material we buy. If we contract a return route I think we can get to 65, which is 2.9 times. I'd like to propose how it's measured, and I'd like the gain attributed to the period the work is done in rather than the period it shows up in. It's one page — can I leave it with you?"

Note what it does not contain. No grievance. No comparison to another employer. No argument about fairness in the abstract. You are arriving with a denominator, a number and a clause, and those three objects change what kind of meeting it is.

Four things to ask for, in ascending order of difficulty.

1. The denominator in writing. Costs nothing, refused by nobody, and it is the foundation of everything else.
2. Lagged attribution for gains whose effort and measurement fall in different periods.
3. A fixed baseline term, three to five years, on any measure you are being asked to improve structurally.
4. A share of circulation gains specifically — the recovery fraction as its own measured line, with its own share, because it behaves differently from every other improvement in the scheme and will otherwise be swallowed by a blended number.

What to offer in exchange, because a proposal with nothing on your side of it is a request. Offer to own the measure: to compute it, to publish it, to bring the denominator to the verifier each period, and to have it checked by somebody who does not benefit from the answer. That is real work, it is work the firm currently does not have anybody doing, and offering it is what turns the conversation from a negotiation into a design session.

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PART FIVE — THE TWELVE WEEKS, ON A PAGE

Week twelve is not ceremonial. A scheme conversation that went nowhere is data about the scheme, and it is data you will want in writing when the next one comes round — or when you are deciding whether to stay.

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WHAT THIS WORKBOOK DOES NOT FIX

Two things, named plainly, because a workbook that promised everything would be worth nothing.

A scheme with no written baseline cannot be repaired from inside. If nobody can tell you what the baseline is or when it was set, no amount of measurement on your part produces a claim, because there is nothing to claim against. What you can do is write the baseline yourself, date it, have your line manager acknowledge it in writing, and let the next period's number speak. That is not the same as a scheme and it is the only route available.

And a gain you cannot attribute is a gain you will not be paid for. Where work crosses teams and periods — which is most circulation work — the attribution rule does more than the share percentage. A generous share of a gain credited elsewhere is worth nothing; a modest share of a gain credited correctly is worth what it says. If you can ask for only one thing, ask for the attribution rule in writing, and ask for it before you have a gain to argue about, because it is an abstract clause today and a contested one the moment there is money attached.

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APPRECIATIVE QUESTIONS FOR YOUR TEAM

1. When has the gainshare paid well here — what did we actually do differently, and could we do it deliberately?
2. What do we do that visibly creates value and is counted nowhere?
3. Which of our best moves were prevented problems, and how would we ever show one of those to somebody?
4. What comes back to us that we have never counted — material, tools, parts, knowledge?
5. What would we try if the baseline were fixed for five years?
6. Where have we solved a shortage by moving something rather than buying it, and who noticed?
7. What is the smallest thing we could start measuring this month that we would be glad to have three years of data on?
8. If everyone could see the whole computation, what would change about how we talk to each other in the week the statement lands?
9. Where might we be improving a measure by narrowing its denominator — and would we know if we were?
10. Which of us can see a gain that the people who set the measure cannot, and have we ever been asked?
11. What is already working about how gains are shared here, and what makes it work?
12. What would have to be true for this scheme to still be worth being in when everyone currently here has moved on?