Applied Judgment Assessment
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Small Business Operating Decision Assessment for Shop, Service and Studio OwnersThe busiest month you ever had was the one that lost money.

Forty exercises about a trading year in a business of two to fifteen people: the supplier who raised their price, the customer who wants credit, the first employee, the stock and the cash tied up in it, the quiet month, the order that would take everything, the bad review, the relative on the payroll, and when to take money out. Reported as a ninety-day ladder drawn from your own weakest decisions, ending in a booked re-measurement date.

32 minutes40 scored exercisesEvidence-keyed scoringGlobal · INR & USD

A year of decisions, scored with recovery credit, and a ladder built from your own answers

The Small Business Operating Decision Assessment for Shop, Service and Studio Owners is a thirty-minute decision diagnostic for anyone running a business of two to fifteen people, covering pricing, cash, capacity, people and customers, scored so that the best move from a bad position earns full credit, and reported as a ninety-day ladder drawn from your own weakest decisions.

Five of the situations are one bakery's year, delivered as a fixed cascade: the supplier's price rise in month one, the café that wants credit in month three, the quiet month, the order that would take all your capacity, and the year-end question of how much to take out. Each rung is scored only against the moves available at that rung. That is the recovery credit: one early error is never counted five times, and the report shows where your path recovered and where it did not. The position at every rung is fixed and the same for everybody, and the page says so.

The other thirty-five exercises are eleven owner dilemmas in other businesses, a salon, a workshop, a studio, a clinic, an agency, a gift shop, seven judgement-of-figures questions, six select-all exercises, five claims, three ordering exercises and three estimates for the margin and runway arithmetic owners actually do: what a fifteen per cent supplier rise does to a price, how many more sales a ten per cent discount has to buy, what one bad review does to a settled average.

Zero on every figure is a typical respondent, not half marks. Every exercise declares an answer prior, the share of ordinary respondents expected to choose each option, tick each box, place each position or give each estimate, authored in the open. Three fixed habits, always the cautious move, always the growth move and always the first option, were pushed through the real scorer and printed on the report; none beats a typical respondent. Value lost to over-committing and value lost to over-caution are counted apart and never averaged into one number, because they are different mistakes with different fixes.

The ladder is the report. Now, thirty days and ninety days, each stage one action and one observable, and none of it is a template: the first rung is the if-then rule written on the single dilemma where you lost most value, the thirty-day habit is drawn from your weakest part, and the ninety-day change is drawn from the rung of the year you did not recover from, if there was one. The ladder ends in a booked re-measurement date with the movement that would count as real change, rather than measurement error, printed on it.

Nothing here is financial, tax, legal or employment advice, and nothing keys personal borrowing, unpaid family hours or working through illness as the answer; where money pressure is the situation, the move that scores is the one that protects the business and the person running it. No exercise depends on any one country's law, and where a rule matters the exercise states it in one sentence. Amounts are plain numbers in whatever currency you trade in.

Five parts of a trading year, each a figure with its bands where the part earns one and a placement in words where it does not, plus the year itself as a recovery trail:
Pricing and margin: a busy month against a profitable oneCash, stock and credit: money tied up, owed and taken outCapacity: the big order, the quiet month and what to stop doingThe first employee and the people on the payrollCustomers, the bad review and the promise you can keep

What you walk away with

Pricing and margin

What a supplier's rise actually does to your price, who to tell first, and the difference between a busy month and a profitable one, checked on profit per sale rather than on the crowd.

Cash, stock and credit

Stock as cash on a shelf, credit as a loan with a written limit, and how much to take out once the next thirty days' bills and the repair everybody knows about have been counted.

Capacity and what to stop

The order that would take all your capacity, sized to what the business can carry with a deposit and short terms; the quiet month spent on work that pays later; and stopping a thin line properly.

People on the payroll

What changes the day you have your first employee, what an assistant really costs in a week, how to answer a pay request, and one rule for everybody on the payroll, relatives included.

Customers and reputation

Answering a public review for the readers rather than the reviewer, keeping a promise you priced wrong, and checking the diary before you promise a date.

The year, rung by rung

Five fixed rungs scored with recovery credit, drawn as a stepped path against the typical respondent at each rung, with every recovery and every non-recovery marked and worded.

Inside your report

Illustrative sample — your report is generated from your own responses.

The ninety-day ladder: one action, one observable, per stage, drawn from your own answers
1NOWThis week230 DAYSThe next thirty days390 DAYSDays thirty to ninety◆ RE-MEASURE20 Dec 2026booked ninety days from the sitting; real change on the composite is more than 17 points
StageActionObservable
NOW
Drawn from the dilemma where you lost most value.
If somebody on my payroll asks for a rise, then I will work out what they add and what replacing them would cost before I answer.The last pay conversation ended with a figure you could explain from two numbers and a review date.
30 DAYS
Drawn from your weakest part.
On the same day each week, write three figures on one line: the bank balance, the bills due in thirty days, and the money owed to you more than seven days late.Four lines exist, and the gap between the first two never surprised you.
90 DAYS
Drawn from the rung you did not recover from.
Take the rung of the year you did not recover from into your own business: write the move you would make now, what it costs this month, and what it protects.The move is written down, differs from the one chosen here, and names a limit, a date or a volume.

The first rung is the if-then rule written on the dilemma where the reader lost most value; the thirty-day habit comes from their weakest part; the ninety-day change from the rung of the year they did not recover from. None of it is a template, and the ladder ends in a booked re-sitting.

The year, rung by rung: where the path recovered and where it did not
05010033▼ not recoveredRung 1weight 167Rung 2weight 10Rung 3weight 1.2100▲ recoveredRung 4weight 1.3100Rung 5weight 1.5● filled = best move · ○ outlined = defensible · ▼ dark = lost more than half · hollow grey = typical respondent
RungNodeTypicalReading
1. Month one: the supplier's price rise3360 A weaker move; not recovered
2. Month three: the café that wants credit6756 Defensible, not the best
3. Month five: the quiet month059 The costliest move
4. Month eight: the order that would take everything10059 Best move available; recovered
5. Month twelve: taking money out10063 Best move available

Each rung is scored only against the moves available at that rung, so the best move from a bad position earns full credit there and one early error is never counted five times. The five rungs enter the composite at their weights and feed the five parts (Pricing and margin: a busy month against a profitable one, Cash, stock and credit: money tied up, owed and taken out, Capacity: the big order, the quiet month and what to stop doing, The first employee and the people on the payroll, Customers, the bad review and the promise you can keep); at five exercises the year itself carries a placement and its trail, never a figure of its own.

Built for

  • Owners of shops, salons, studios, clinics, workshops, cafés and small agencies who want an honest reading of how they decide, before the next quiet month or big order
  • First-time founders in their first two years of trading, before the first employee, the first credit account or the first year-end drawing
  • Small-business lenders, incubators and accelerators who want a decision diagnostic beside the business plan, with its reliability and its refusals printed
  • Advisers, mentors and accountants who work with owners and want a ninety-day plan drawn from the owner's own answers rather than a generic checklist

Find out which decision the busy month turned on, and what to do in the next ninety days

40 exercises across six formats · about 30 minutes · a ninety-day ladder drawn from your own weakest decisions, the year as a recovery trail, and a booked re-measurement date.

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Frequently asked questions

Is this financial, tax or legal advice?

No. It is a decision diagnostic: it measures the moves you choose on forty written situations in one sitting, and the report says so before it prints a number. No exercise depends on any one country's tax, employment, licensing or consumer law; where a rule matters, the exercise states it in one sentence. Nothing in it keys personal borrowing, unpaid family hours or working through illness as the answer.

What is recovery credit?

Five of the situations are one bakery's year, delivered as a fixed cascade. Each rung is scored only against the moves available at that rung, so the best move from a bad position earns full credit there and one early error is never counted five times. The report draws the year as a stepped path and marks where your path recovered and where it did not. The position at every rung is fixed and the same for everybody; nothing you answer changes the next rung.

Where does the ninety-day ladder come from?

From your own answers, not from a template. The first rung is the if-then rule written on the single dilemma where you lost most value. The thirty-day habit is drawn from your weakest of the five parts. The ninety-day change is drawn from the rung of the year you did not recover from, if there was one, and otherwise from your second-weakest part. The ladder ends in a booked re-measurement date ninety days from your sitting, with the movement that would count as real change printed on it.

What does zero mean, and why might a part carry no number?

Zero is a typical respondent: every exercise declares the share of ordinary respondents expected to choose each option, and scores are corrected against that, so a fixed habit lands below zero rather than at it. A part carries a figure only with at least eight answered exercises and enough internal agreement, measured as omega; otherwise it carries a three-way placement and the refusal is printed where the figure would have been. A sitting under twenty-two answered exercises is refused a headline altogether.

Does it need a particular type of business, or accounting knowledge?

No. Every situation works for a business of two to fifteen people, a shop, a salon, a studio, a clinic, a workshop, a café or a small agency, and the numbers are small and concrete. The three estimates ask for the arithmetic owners actually do, such as what a supplier's rise does to a price; they do not ask for accounting terms, and the report measures judgement, not bookkeeping.

One of the AssessAll applied-judgment assessments

Each one takes a single capability, puts you inside the situations where it is actually tested, and scores your choices against published evidence — with a report designed for that capability alone, not a template. They span hiring, compliance, education, operations and personal skill.

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Methodology: Forty original exercises across six formats: sixteen owner dilemmas with four graded moves, of which five are one bakery's trading year delivered as a fixed-state cascade; seven judgement-of-figures questions with one keyed answer; six select-every-that-applies exercises; five true-or-false claims; three ordering exercises; and three estimates on a slider for the margin and runway arithmetic owners actually do. Construct statement: this instrument measures operating judgement in a business of two to fifteen people, as written, in one sitting: how a person prices after a cost rise and tells who first, extends credit, buys and holds stock, carries a quiet month and a large order, takes on and manages the people on the payroll including a relative, answers a public complaint, and decides what to stop doing and when to take money out. It does not measure the respondent's product, their market, their luck, their accounting knowledge, their character or their prospects, and it is not financial, tax, legal or employment advice. Declared response instruction: knowledge, one instruction for the whole instrument. Every exercise asks what the best move is for the business and the person running it, never what the respondent would do. Scoring design: C8, path-value trajectory with recovery credit. The five cascade rungs describe one year and each rung states the position reached, which is the same for every respondent because a fixed item bank cannot branch; the report says so in plain words so that no rung is read as a consequence of an earlier answer. Each option carries an authored value from zero to three. The node score is the chosen value less the worst available, divided by the best available less the worst, so the best move from a bad position scores one at that rung and an early error is never counted five times. Every rung contains a full-credit move. Rung weights are 1, 1, 1.2, 1.3 and 1.5, later rungs weighing at least as much as earlier ones. The eleven standalone dilemmas are scored on the same node rule at unit weight. Judgement-of-figures questions and claims score one or zero; select-all exercises score the F1 overlap between the chosen set and the keyed set; ordering exercises score the share of positions placed correctly; estimates score the platform's banded partial credit by distance from the keyed value. The null: every exercise declares an empirical marginal, authored per option, per selection, per position or per estimate value, giving the share of ordinary respondents expected to choose each. The composite and each part are the weighted mean of answered exercises' scores set against the weighted mean of the score a respondent answering at those marginals would earn on the same exercises, so zero means no better than the way people typically answer, and one hundred is the best available move everywhere. The per-position mean option value across the cascade was flattened at authoring and is printed in the seed, because five rungs is a small enough set for one option position to carry the answer. Three fixed habits, always the cautious move, always the growth move and always the first option, were pushed through the real builder and none beats a typical respondent; their prices are printed on the report. Refusal rules: an unanswered exercise leaves the numerator, the denominator and the chance term together and never scores zero; an empty sitting scores exactly zero; a sitting with fewer than twenty-two exercises answered is refused a headline and the refusal is printed where the figure would have been; a part with fewer than eight answered exercises, or an assumed omega under .70 taken unrounded, carries a three-way placement and no number; the cascade, at five rungs, carries a placement and its trail and never a figure of its own; no percentile appears anywhere because there is no norm group yet. Omega is McDonald's omega estimated from item count and an assumed inter-item correlation of .26, an assumption stated in the open that observed data will replace; the assumed score standard deviation is 24 on the corrected scale. Every reported figure carries its 68 and 95 per cent bands. Over-committing moves and over-cautious moves on the dilemmas are counted apart and never netted. Fairness: no exercise relies on any one country's tax, employment, licensing or consumer law; where a rule matters it is stated in the exercise in one sentence. Amounts are plain numbers in whatever currency the reader trades in. People are described by role, never by sex, community or family stereotype; a relative on the payroll is a relative. No exercise keys personal borrowing, unpaid family labour or working through illness as the answer; where money pressure is the situation, the keyed move protects the business and the person. Sources drawn on: Marn and Rosiello (1992) on the price lever and the arithmetic of a cost rise; Anderson and Simester (2004) on the long-run effects of promotion depth and what discounting teaches customers; Kahneman, Knetsch and Thaler (1986) on what customers judge as fair in a price rise; Kaplan and Cooper (1998) on profitability by product line and the busy month that loses money; Wilson and Summers (2002) and Peel, Wilson and Howorth (2000) on trade credit and late payment in small firms; Ekanem (2010) on liquidity management in small firms; Mullins (2014) on customer-funded growth, deposits and terms; Lovallo and Kahneman (2003) on optimism and the large order; Churchill and Lewis (1983) on the stages of small business growth and the owner separating from the business; Skinner (1974) and Goldratt (1984) on focus and the constraint, for what to stop doing; Coad, Nielsen and Timmermans (2017) on what the first employee changes; Lansberg (1983) and Tagiuri and Davis (1996) on relatives on the payroll and institutional overlap in family firms; Proserpio and Zervas (2017) and Chevalier and Mayzlin (2006) on public replies to online reviews and word of mouth; Homburg and Fürst (2005) on complaint handling and procedural fairness; Cardon and Patel (2015) and Stephan (2018) on the owner's health and stress as a cost of the business; McDaniel, Hartman, Whetzel and Grubb (2007) on situational judgement scoring; and Haladyna, Downing and Rodriguez (2002) for the item-writing rules. All exercises are original works written for this instrument. No real business, bank, lender, review platform, accounting product, tax authority or country's law is named or relied on anywhere. This instrument is not affiliated with, endorsed by or derived from any commercial instrument, lender, incubator programme or professional body.