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La Bourse  /  Volume VII  /  Nº VII.01  /  Workbook — the Gainshare employee

WORKBOOK — THE LUMINOUS GAINSHARE EMPLOYEE

Chapter VII.01 · Planetary Boundaries as a Balance Sheet

For the person working inside a gainshare arrangement — where a defined share of verified improvement returns to the people who created it. This chapter is about how to read a boundary honestly, and a gainshare is a boundary: a line, a measurement, and a consequence for crossing it. Everything the chapter says about grading evidence applies directly to the scheme you are paid under.

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WHY THIS CHAPTER IS ABOUT YOUR SCHEME

A gainshare has four parts: a baseline, a measure, a share, and a period with a verifier. Look at that list again beside the chapter's definition of a boundary: a control variable, a proposed value, an uncertainty band, and a reading.

They are the same object. A gainshare is a boundary with money attached, and everything that goes wrong with planetary boundaries goes wrong with gainshares, for the same reasons and in the same order.

• A measure that is modelled rather than read becomes contestable exactly when it matters.
• A global or site-wide total hides the place where the improvement actually happened, which is usually your place.
• A line drawn by expert judgement and reported at the same weight as a measured one invites the argument that everything is judgement, which is how a scheme dies.
• And a consequence that is proportional when the underlying thing is a step — or a step when it is proportional — misprices the whole arrangement.

So this workbook does one thing: it teaches you to grade your own scheme the way an auditor would grade a nature statement, and then to ask for the specific changes that grading reveals.

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PART ONE — DISCOVERY

Find what your scheme already gets right

Exercise 1.1 — Grade your own measure (two hours)

Take your scheme document and apply the chapter's three tests to the measure you are paid on.

1. Well-mixed. Does one number genuinely describe the thing being improved, or is it a sum across places, shifts, lines or teams that behave differently?
2. Directly measured. Is it read by an instrument or a system, or is it produced by a model, an allocation, or a manual estimate?
3. Demonstrated threshold. Is there a level where something changes — a cap, a gate, a trigger — and has anybody shown it, or is it asserted?

Write A, B, C or D against your measure, with one sentence of reasoning.

What each grade means for you.

• A. Directly read, single system, real threshold. Defend this. It is rare and it is the strongest position an employee can be in, because it cannot be argued away in a review.
• B. A genuine stock, aggregated. Ask for it to be reported by place.
• C. A flow whose effect is local, reported as a site or group total. This is the most common grade and the most improvable: ask for the local denominator.
• D. Modelled or judged. Not fatal, but it means the scheme is one sceptical finance director away from being reopened. Ask what would take it to C.

Exercise 1.2 — Find where your scheme already reports by place (one week)

The chapter's appreciative cases all share one property: they report at the scale where the effect happens. HELCOM sets nutrient limits by Baltic sub-basin. Lake Taupō caps nitrogen by catchment. TNFD's first instruction is Locate.

Find the one place your scheme already does this — one line, one cell, one sub-total that is reported at the level of the actual work — and write down who put it there. That person is your ally for everything that follows, and they already believe the argument.

Exercise 1.3 — The appreciative team conversation (45 minutes)

Run this with your team. The wording matters:

"Think of a period when the scheme paid well and it clearly reflected what we actually did. What was different about how it was measured that time?"

Take notes on the measurement, not the outcome. You are assembling evidence about which measures track your work honestly, which is the highest-value thing you can bring to a scheme review.

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PART TWO — THE ARITHMETIC

Compute your own band

Exercise 2.1 — The band width of your own baseline (90 minutes)

This is the chapter's central computation, applied to you.

Your baseline was set from a period of data. That data has variation. Compute the period-to-period standard deviation of your measure, and then:

  band width  =  (upper plausible baseline − lower plausible baseline)
  band share  =  band width  ÷  the baseline value

Now compare with the chapter's table. The tightest published planetary boundary band is ozone at 5.3 percent of its boundary. The widest is the extinction rate at 900.0 percent. The Grade A boundaries average 24.1 percent, median 20.5 percent; the Grade D pair average 483.3 percent — a difference of 20.1 times on the means and 23.6 times on the medians.

If your own band share is above about 30 percent, your baseline is a judgement wearing a number, and any result inside that band will be arguable by anyone who wants it to be. That is not a complaint; it is a specific, fixable finding, and the fix is a longer baseline period or a tighter measure.

Exercise 2.2 — The aggregation test on your own scheme (45 minutes)

The chapter's division, applied to you.

  190 Mt N/yr  ÷  1,600 Mha   =   118.75 kg N/ha/yr
  the same total on a fifth   =   593.75 kg N/ha/yr      5.0 x

The point is that the global total is identical in both worlds and the outcomes are not. Now ask: is your gainshare measured on a total that would be identical if your team's contribution were zero and another team's had doubled?

If the answer is yes, you are being paid on an aggregate that is invariant to your own work. That is the single most common structural defect in gainshare design, it is exactly the defect Blomqvist and colleagues found in the footprint aggregate — where five of six components sit at or below unity and the carbon term carries 37.5 percent of the total and 100 percent of the overshoot — and the fix is the same one: report the component, not the composite.

Exercise 2.3 — Covenant or stock? (45 minutes)

Find out which shape your scheme's consequences have, because they are usually mismatched to the thing being measured.

  position                        $500,000,000      illustrative
  overshoot                                5 %
  ---------------------------------------------------------------
  under a COVENANT                $500,000,000      the whole thing
  under a STOCK                    $25,000,000      proportional
  ratio                                  20.0 x

Schemes with a gate — miss the threshold and the pool is zero — are covenants. Schemes with a slope — the pool moves with the improvement — are stocks. A gate on a measure with a wide band is the worst combination available: a step consequence on a number nobody can defend to a decimal place. If that is your scheme, you have found the thing worth raising, and you can put a ratio on it.

Exercise 2.4 — The honest negative about your own scheme (30 minutes)

Write the strongest case against it. Really write it.

• The improvement is being produced by drawing down a stock — deferred maintenance, deferred training, deferred replacement — and reported as a gain.
• The measure is gameable and somebody is gaming it.
• The baseline ratchets, so every gain raises the bar and the same effort yields less each cycle.
• Capital the firm funded is being shared as though it were operational improvement, which nobody can sustain and everybody knows.

Bringing one of these forward yourself, with the arithmetic, is the fastest route to being taken seriously by the people who run the scheme.

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PART THREE — DESIGN

Make the uncounted countable, at the right scale

Exercise 3.1 — Build the four statements for your team (two weeks)

Your team has all four kinds and reports one.

Take the asset register first. It is where the uncounted value sits, because a stock that is being tended appreciates and nothing in a standard scheme records that.

Exercise 3.2 — Build the baseline nobody built (two weeks)

Choose the one thing in your register that you can see improving and nobody counts.

1. The metric, precise enough that two people compute it identically.
2. The period, four weeks minimum and longer if the work is seasonal.
3. The method, written down: how, when, by whom.
4. The verifier, named — whoever verifies the existing scheme.
5. Two signatures. Yours and theirs.
6. The grade, on the same page, with your computed band share beside it.

Then change nothing for the full period. Measuring before intervening feels like lost time and it is the foundation of every claim you make afterwards.

That sixth line is what this chapter adds to the standard practice, and it is worth more than it looks: a proposal that grades its own measure and prints its own uncertainty band is very difficult to attack, because the attack has already been made by the person proposing.

Exercise 3.3 — Ask for the local denominator (one conversation)

The single highest-value change you can request, and it usually costs nothing: report my measure against the place it happens, not against a group total.

The argument is already made for you in the chapter and in the standards. HELCOM allocates by sub-basin. Lake Taupō caps by catchment. TNFD locates before it evaluates. You are not asking for special treatment; you are asking for the denominator that every serious framework has converged on.

Exercise 3.4 — Ask what the ratchet is actually worth (30 minutes)

If your scheme has a small percentage adjustment attached to a large outcome, price it the way the chapter prices a sustainability-linked loan.

  drawn facility                   $400,000,000     illustrative
  margin ratchet                           25 bp
  annual value                       $1,000,000 / yr
  consequence it claims to price   $400,000,000
  ratio                                   400 x       = 0.25 %

A quarter of a percent of the consequence changes nobody's behaviour, and a scheme that costs money and buys no behaviour is a scheme with a short life. If your share percentage is at that order of magnitude relative to the value being created, say so — calmly, with the division written out. It is an argument for the scheme's survival, not against it.

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PART FOUR — DESTINY AND DELIGHT

Make it hold

Exercise 4.1 — Into the standing review (one conversation)

Get your metric, with its grade, onto whatever is reviewed monthly. Anything reviewed monthly persists; anything reviewed by exception disappears. It is usually a five-minute ask that nobody makes.

Exercise 4.2 — The second reader (this month)

One other person who understands the measure well enough to defend it when you are away, and who gets public credit for the first result. One person is a hobby; two is a practice.

Ask them to falsify your grading rather than approve it, by a route that does not use your reasoning. The author is the one person who cannot see it — which is why this edition itself is written under a rule that nobody checks their own claims.

Exercise 4.3 — The dated log (ongoing, ten minutes a week)

What changed, when, what the number did, what grade it carried. Ten minutes.

When the scheme is reviewed — and it will be — the person with a dated contemporaneous record is believed and everybody else is negotiating from memory. Highest return on effort in this entire workbook.

Exercise 4.4 — Delight, honestly (ongoing)

The chapter's delight is the relief of a document that says what it does not know. In a gainshare that has a precise meaning: a scheme people trust is one where they can see which parts are measured and which are judged.

Ask your team directly: can you point to the line where what we did shows up, and can you tell which lines are read and which are estimated? If they cannot, the scheme is not delivering its main benefit whatever it is paying — because the legibility is the benefit, and the payment is the receipt for it.

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KNOW YOUR SCHEME — A CHECKLIST

Work through this once. Keep the answers.

Any blank row is a question worth asking, and asking it in this form — calmly, in writing, as a request for clarity rather than a challenge — is how a scheme gets better without anyone losing face.

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THE CONVERSATION, SCRIPTED

The order matters, and it is the same order the executive in the parallel workbook is being taught: number, then story, then philosophy — and the philosophy is optional.

"I've graded the measure we're paid on against three tests — whether one number describes the whole system, whether it's read or modelled, and whether the threshold is demonstrated. It comes out as a flow reported on a group total, and the band on our baseline is wider than I'd want to defend in a review. I've built a four-week baseline on the local denominator instead, signed, and it's attached. It's one page — can I leave it with you?"

Note what that does not contain: no grievance, no comparison with another employer, no argument about fairness in the abstract. You are arriving with a grade, a band and a baseline, which is precisely what the executive is being taught to arrive with.

That is not a coincidence. It is the point of the whole volume — the practitioner and the corporation are not operating different economics, only different vocabularies.

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APPRECIATIVE QUESTIONS FOR YOUR TEAM

1. Which part of our measure is genuinely read by an instrument, and who set that up?
2. When has the scheme paid in a way that clearly matched what we did — and what was different about the measurement that time?
3. What do we improve here that is reported only in a total that would look the same without us?
4. Where does our scheme already report by place, and who put that line in?
5. What would we attempt if the baseline were fixed for a published term?
6. Which of the things we tend is appreciating while nothing records it?
7. If every line we were measured on carried its evidence grade, what would change about which lines we chose to improve?
8. What is the widest uncertainty we live with and never say out loud — and what would it take to print it?
9. Where might we be improving the number by drawing down something we will need later, and how would we know?
10. If we could change one clause in the scheme, which clause, and what would we offer in exchange?
11. What is already working about how gains are shared here, and what makes it work?
12. What is the first sign we would see that trust in this scheme was quietly failing, and who would notice it first?