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WORKBOOK — THE LUMINOUS GAINSHARE EMPLOYEE

Chapter II.10 · Measurement and What It Does

For the person working inside a gainshare arrangement — where a defined share of verified improvement returns to the people who created it. A gainshare is a measurement instrument that pays you. This chapter is therefore not background reading. It is the operating manual for the thing your money comes out of.

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WHY THIS CHAPTER IS THE ONE THAT DECIDES YOUR NUMBER

A gainshare has four parts: a baseline, a measure, a share, and a period with a verifier. Every one of those four is a measurement decision, and every one imports a judgement that somebody made — usually before you arrived, usually without writing down why.

The chapter's central claim applies to you more directly than to anyone else in this volume. A measure is an intervention. The measure in your scheme is not sitting outside your work reporting on it. It is inside your work, shaping what you and everyone around you do all day, and then reporting on the changed behaviour as though the change had nothing to do with it.

Two consequences follow, and they pull in opposite directions, which is why this requires actual skill rather than a rule.

The first: because the measure shapes behaviour, an uncounted contribution is an unpaid one. Anything you do that the measure cannot see is, for the purposes of the ledger, not done. Making an uncounted gain countable is the highest-value move available to you inside a gainshare, and it is available to you and not to the executive, because you can see where the value is.

The second: because the measure shapes behaviour, the easiest way to move it is usually not the way that creates value. Campbell's law is not a warning about other people. It is a description of what a single number does to conscientious people, and you are one.

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PART ONE — DISCOVERY

Days 1–30: read your own instrument

Exercise 1.1 — The boundary statement for your own scheme (2 hours)

Write three lines about the measure your share is computed from.

1. Counts — precisely what it registers. Write it as a formula if you can.
2. Excludes — what it cannot see, however well you do it.
3. Chose — who set this definition, when, and what problem they were solving.

Then answer the five questions that decide whether the scheme is worth being in:

• What is the baseline, and what date was it set?
• Is the share of gross improvement or net of costs?
• Who verifies, on what method, and when?
• What happens to the baseline once a gain is realised?
• Is the measure ever audited against an indicator nobody is targeting?

The fourth question is baseline ratcheting and it is the commonest way a gainshare quietly dies: every gain raises the bar, the same effort yields less each cycle, and eventually nothing. A well-made scheme holds the baseline for a stated term or ratchets on a published, gradual schedule everyone can see coming.

The fifth question is the one this chapter adds, and almost no scheme in existence can answer it yet. Ask it anyway. The asking is how it gets built.

Exercise 1.2 — Find the uncounted gain (one week)

You can see what the pack cannot. Walk the five places with the boundary statement in your hand and look specifically for value that the measure excludes:

For one of them, write a single page: what it is, how you would count it, what the count would cost, and what it is worth. That page is a satellite account, and it is the exact mechanism the chapter recommends at national scale. It does not change anybody's headline number, which is precisely why it can be built by one person without permission.

Exercise 1.3 — The appreciative measurement conversation (45 minutes, your team)

"When has the way we are measured helped somebody here do something they were proud of? What was it about the measure that made that possible?"

Take notes on the measure's design, not on the outcome. This is a genuinely different conversation from the one everybody expects, and it produces a list of what your scheme already gets right — which is the material you will need when you ask for a change, because a request that acknowledges nothing is refused on reflex.

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PART TWO — THE ARITHMETIC

Days 31–50: put numbers on it

Exercise 2.1 — Compute your own Goodhart exposure (90 minutes)

Take the measure your share depends on. Ask, honestly, two questions.

Before the scheme existed, how closely did this measure track the thing the business actually wants? Call that ρ. If it tracked it well — say 0.9 — then a one standard-deviation rise used to predict ρ² = 0.81 standard deviations of real gain.

Since the scheme existed, what fraction of the movement in this measure is genuine? If it is a fifth, the naive reading overstates by 4.05× at ρ = 0.9, and by 2.45× even at ρ = 0.7.

Write both numbers down. You are not accusing anyone. You are producing the single most useful input to any conversation about redesigning the scheme, and the person who brings the estimate is the person who gets listened to.

Exercise 2.2 — Design your team's holdout (2 hours)

Name a second indicator that tracks the same underlying reality as your scheme's measure and that nobody is paid on. Measure it with equal care. Never target it.

Then compute, each period:

  targeted gain     18.0 % of the base
  holdout gain       4.2 % of the base
  divergence        13.8 percentage points
  real share        23.3 %

What this protects is you. A gainshare with no holdout is one bad quarter away from somebody senior deciding the whole scheme is being gamed, with no evidence either way and therefore no defence available to you. A holdout that tracks the target is the strongest possible argument that your share is earned, and it is an argument you can only make if you built the holdout before you needed it.

Exercise 2.3 — Value what the scheme excludes (90 minutes)

The national accounts leave out household production worth 25.7 percent of United States GDP in 2010 — $3,853.0 billion — and the United Kingdom's household satellite account values unpaid household service work at 63.8 percent of GDP. Nothing about those exclusions is a judgement on the work. They are boundary decisions.

Do the same arithmetic on your own excluded contribution. Hours a week times a replacement rate times fifty-two. The chapter's illustrative personal figures are 28.0 hours a week at $15.00 an hour — $21,840 a year. Yours will differ. Compute it before you discuss it.

Exercise 2.4 — Check whether the incentive is even large enough (60 minutes)

An incentive deters the cheaper route only if it is worth more than the cheaper route saves:

                cost of doing it properly  −  cost of moving the number
  incentive  >  --------------------------------------------------------
                            notional  ×  duration

On a business-unit facility of $40,000,000 over 3.0 years, with proper compliance at $900,000 and the cheap route at $120,000, the required step-up is 65 basis points against a market convention of 25 — short by 2.6×.

This matters to you in a specific way. If your scheme's share is too small relative to the effort it asks for, the scheme is not under-generous — it is under-designed, and that is a much easier conversation to have. You are not asking for more. You are pointing at an inequality that does not hold.

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PART THREE — DESIGN

Days 51–70: make the uncounted countable

Move one: publish the boundary statement. Put the three lines — counts, excludes, chose — on the scheme's own page, where everyone in it can read them. This is the cheapest act in the workbook and it changes the quality of every subsequent conversation, because nobody is arguing from a different mental model of what the number is.

Move two: build one satellite count. Take the uncounted gain from Exercise 1.2 and count it for one period, beside the scheme, without proposing to change the scheme. A satellite does not threaten anybody's number, which is why it gets built. Once it exists and has a series behind it, folding it in becomes an ordinary administrative decision rather than a negotiation.

Move three: propose the holdout, with its protection written in. The proposal has three sentences: here is the indicator, here is why it tracks the same reality, and here is the clause saying nobody is ever paid on it. That third sentence is what makes it acceptable to management, because it costs them nothing and gives them assurance they cannot otherwise buy.

Move four: ask for the parameter register. Every threshold, weight and ratchet in the scheme, on one page, with who set it and when. The chapter's evidence for why this is not pedantry: a sufficiency cutoff moves Bhutan's happiness headcount from 43.0 percent to 90.9 percent — 47.9 points — without one person's circumstances changing. Your scheme's threshold is not more robust than that. It is less.

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PART FOUR — DESTINY AND DELIGHT

Days 71–90: make it hold

The three conditions, from inside.

Verification is separated from the result. Whoever computes the number cannot be whoever is judged on it. If your scheme is computed by the team it pays, that is a fault to fix while everything is going well — never after a dispute, when fixing it looks like an accusation.

The revision policy exists before the first revision. How a definition can change, who signs, and how far back it restates. Ask for it now. It costs nothing to write when nobody needs it and it is unobtainable when somebody does.

Someone can refuse to move the holdout. The pressure to put the holdout into the pay formula will come, it will sound reasonable, and it will be irresistible unless one named person's role is to say no. Ask who that is, in writing.

What to ask for, in order. The boundary statement. The revision policy. The baseline term. The holdout with its exclusion clause. The parameter register. In that order, because each one is easier to grant than the next and each one makes the next more obviously reasonable.

What not to do. Do not open with the claim that the scheme is being gamed. It is the true statement that produces the worst outcome, because it puts every colleague on the defensive and makes the holdout look like surveillance rather than protection. Open with what the scheme already gets right, then ask for the instrument that would let everyone prove it.

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DELIGHT, FROM THE INSIDE

The good moment in a gainshare is not the payment. It is the period in which the holdout moves with the target and you can say, out loud and with a number attached, that the improvement was real.

Everyone in a shared-upside scheme carries a small private worry that the gain was somehow bookkeeping. It is rarely spoken because speaking it sounds like disloyalty to your own team. A holdout retires that worry permanently, and what replaces it is the ordinary, considerable pleasure of having done something well and being able to show it.

There is a second pleasure, quieter, in the first period after your satellite count exists. Something you and your colleagues had been doing for years — and had privately known was worth money — appears on a page with a figure beside it. Nobody had to be persuaded that it mattered. It simply stopped being invisible, and it stopped being invisible because one person spent an afternoon counting.

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KNOW YOUR SCHEME — A CHECKLIST

Tick what you can evidence in writing, not what you believe.

• The baseline is written, dated and signed.
• The baseline's term is stated, and any ratchet is published in advance.
• The measure is a formula two people would compute identically.
• The boundary — what it counts and excludes — is published.
• The share percentage is stated, and gross or net is specified.
• The verifier is named and does not report to the people being measured.
• The revision policy exists and predates any revision.
• A holdout indicator exists and is excluded from every pay formula.
• The divergence between target and holdout is published each period.
• Every threshold and weight has a register entry naming who set it.

Fewer than five ticks is not a bad scheme. It is an early one, and every unticked line is a specific, small, grantable request rather than a grievance.

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APPRECIATIVE QUESTIONS FOR YOUR TEAM

1. When has the way we are measured helped one of us do something we were proud of, and what about the measure made that possible?
2. What do we do here that we know creates value and that the measure cannot see?
3. Which part of our scheme is best designed, and what would it take to get the rest to that standard?
4. If we had one indicator that nobody was ever paid on, what should it be?
5. What would we want a new person joining this scheme to be told on day one?
6. If our holdout confirmed our target next quarter, what would we do with that evidence?