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Financial Analyst Program · CoreTrack
1Financial Accounting, Reporting & Analysis
iAccounting System and Standards
Financial AccountingDebits and CreditsAccrual and Cash AccountingAccounting Policies, Estimates and…The Matching PrincipleDouble-Entry AccountingGoing ConcernInd AS and IFRSWhy Two Honest Companies…
iiFinancial Statement Architecture
The Three Financial StatementsConsolidated Financial StatementsStandalone and Consolidated Statements…How to Read a…How to Perform Trend…Which Accounting Rules Apply…
iiiIncome Statement, Profitability and Tax
The Income StatementRevenue vs Income vs ProfitHow to Read an Income StatementThe Profit LadderEBITDA and EBIT Compared,…EBIT vs EBT vs PATOperating ExpenditureTax-Loss CarryforwardWhy a Company's Effective…Deferred TaxDiluted EPSEffective Tax Rate
ivBalance Sheet and Capital Employed
The Balance SheetAsset TypesCapital EmployedReturn on Capital EmployedLiabilitiesBook ValueRetained EarningsOff-Balance-Sheet FinancingHow to Read a Balance SheetTangible Net Worth
vCash Flow and Liquidity
The Cash Flow StatementOperating, Investing and Financing…Operating Cash FlowProfit vs Cash FlowCash Flow From Operations vs EBITDARevenue Growth vs Operating Cash FlowHow to Read a Cash Flow StatementHow to Reconcile Cash…
viRevenue, Receivables and Working Capital
The Working Capital CycleThe Working Capital CycleReturn on Invested CapitalHow Working Capital Affects Cash FlowAccrued and Deferred RevenueRevenueHow to Analyse Revenue QualityAccounts PayableAccounts ReceivableExpected Credit Loss
viiInventory, Cost Accounting and Margins
Cost AbsorptionInventoryCost of Goods SoldFIFO vs Weighted Average CostAmortised Cost vs Fair ValueInventory Write-DownsMargin AnalysisContribution MarginOperating LeverageGross Profit vs Gross MarginHow to Analyse Profit MarginsHow to Interpret Operating…
viiiFixed Assets, Leases and Intangibles
DepreciationDepreciation MethodsAmortisation vs DepreciationAsset ImpairmentCapital ExpenditureAsset Efficiency and Capital IntensityProperty, Plant and EquipmentIntangible AssetsOperating Lease vs Finance…How to Analyse Capex…Why Capitalising Costs Increases…
ixDebt, Equity and Financial Instruments
Equity on the Balance SheetDebt TypesNet Debt and LeverageDebt vs Equity Accounting ClassificationHow to Analyse Debt…Convertible BondsInterest in the AccountsShare CapitalShare DilutionHybrid Instruments
xConsolidation and Business Combinations
ControlSubsidiaryGoodwillAssociate CompanyJoint Venture vs Associate…Intercompany EliminationsThe Equity MethodHow to Analyse Group…
xiCash, Investments and Financial Assets
Cash and Cash EquivalentsHow to Analyse Cash…The Fair Value HierarchyHow to Interpret a…Financial Asset ClassificationMarketable Securities and Short-Term Investments
xiiFinancial Ratios and Performance Diagnostics
Return on CapitalDuPont AnalysisHow to Perform Common-Size AnalysisDebt to EquityLiquidity RatiosLeverage and Coverage RatiosReturn on Equity and the DuPont DecompositionWhich Financial Ratios Matter…
xiiiEarnings Quality, Red Flags and Forensics
Earnings QualityHow to Prepare for…Channel StuffingEarnings ManagementHow to Analyse Related-Party…How to Spot Accounting…Why Frequent Exceptional Items…What an Auditor Change…
xivAnnual Reports, Notes and Disclosure Reading
Notes to the AccountsManagement Discussion and AnalysisSegment ReportingShareholding PatternPro Forma FinancialsAnnual Report vs Investor…How to Read an Annual Report
xvAudit, Assurance and Reporting Reliability
The Statutory Audit and the AuditorAudit MaterialityEmphasis of MatterFinancial RestatementInternal AuditLimited ReviewKey Audit MattersInternal Controls Over Financial ReportingThe Audit OpinionAuditor Independence
2Business, Industry & Company Analysis
iBusiness Fundamentals and Models
The Business EcosystemThe Business ModelStakeholdersThe Business Life CyclePlatform BusinessesHow to Build a…The Value NetworkMonetisationUnit EconomicsThe Profit PoolTake RateB2B vs B2C
iiRevenue and Pricing
The Revenue ModelRevenue Growth vs Monetisation…Pricing PowerRecurring RevenueAverage Revenue Per UserARPU vs Average Order ValuePrice DiscriminationGross Margin vs Contribution MarginFixed Costs vs Variable Costs
iiiOperating Model and Supply Chain
The Operating ModelThe Value ChainThroughputThe Supply ChainVertical IntegrationVertical vs Horizontal IntegrationProcurementCapacity UtilisationJust-in-Time vs Just-in-Case InventoryMake vs Buy
ivCustomers and Brands
Brand EquityCustomer LoyaltyCustomer Segments and the JourneyCustomer EconomicsHow to Analyse Customer…Distribution ChannelsCustomer Acquisition Cost
vCompetitive Advantage and Moats
The Sources of Competitive…Competitive RivalryEconomies of Scale and…Network EffectsSwitching CostsCost Leadership vs DifferentiationHow to Test Whether a Moat Is Eroding
viIndustry Structure and Sector Behaviour
Industry TypesConsolidation and FragmentationSubstitutesBuyer PowerSupplier PowerThe Industry Life CycleHerfindahl-Hirschman IndexSector vs IndustryCompany Analysis vs Industry AnalysisCyclical vs Defensive SectorHow to Apply Porter's…How to Analyse Competitive…
viiMarket Size and Addressable Market
Market SizeMarket Concentration vs Market ShareTop-Down vs Bottom-Up Market SizingDemand DriversThe Adoption CurveGrowth DriversMarket FragmentationMarket ShareHow to Interpret Market Share Changes
viiiInnovation and Technology Shift
InnovationResearch and DevelopmentTechnology Adoption and DiffusionThe Product Life CycleProduct Innovation vs Process InnovationDigital TransformationCannibalisationDisruptive InnovationThe Technology S-Curve
ixCorporate and Business Strategy
Corporate and Business Strategy ComparedHow to Build Business…How Execution Risk Can…Organic and Inorganic Growth ComparedGrowth Investment vs Capital ReturnOrganisation Design and TransformationHorizontal vs Conglomerate DiversificationCentralised vs Decentralised OrganisationCompany Research vs Investment ResearchHow to Separate Facts,…
xManagement and Governance Quality
Management QualityFounder-Led vs Professional ManagementThe PromoterThe BoardInstitutional OwnershipPromoter Ownership vs Institutional…The Agency ProblemIndependent DirectorsInsider OwnershipHow to Analyse Ownership…How Capital Allocation Shapes…
xiStrategic and Business Risk
Business RiskPlatform vs Pipeline BusinessAsset-Light vs Asset-Heavy vs…Commodity vs Branded BusinessHow to Write a…The Business Risk RegisterStrategy in PracticeStrategic Risk vs Financial RiskHow to Evaluate a…How to Build a…
xiiBusiness Research Method
Business AnalysisCompany Filings as a Research SourceCompetitor MappingThe Variant ViewPrimary ResearchPrimary vs Secondary Research

Earnings Quality: How to Tell Durable Profit From Reported Profit

Earnings quality asks one question: is this year's profit a sound base for expecting next year's? Profit scores high when cash has already confirmed it, when the trading that produced it repeats, and when few estimates sit inside it. Quality is low when the profit arrived once, or rests heavily on judgement. The word is not a verdict on honesty: an entirely honest business with lumpy trading reports low quality earnings.

The subject starts on a street rather than in a statement. Two shops a hundred metres apart both closed last year with a profit of about Rs 6,00,000. The first sells exercise books to the same four schools every June, and has done for eleven years. The second sells the same goods but made most of its money by letting out its empty godown for one wedding season. The owner needs the space back, so that season is not happening again. Both figures are correct. Both were counted honestly. Only one of them says anything at all about next year, and no amount of care in the counting changes which one.

The whole subject sits in that one street. The three statements, the ratios and their honest limits, how revenue is recognised and where the cost side of a business sits are all already in hand. The new habit is asking a second question about a number already accepted as correct, and writing down what that question returns without turning it into a verdict about anybody.

What does earnings quality actually mean, and why is it not a word about honesty?

Quality here carries a narrow and slightly unfortunate meaning: durable, and well evidenced. Durable means the trading that produced the profit is the kind of trading that happens again. Well evidenced means somebody outside the business has already confirmed a large part of it, most often by paying. Neither half of that is a statement about whether the accounts are truthful.

Earnings quality measures how much weight a forecast can safely rest on this year's number, not whether this year's number is true. Those are separate questions answered by separate work. Whether the number is true is what an audit is for. Whether the number will repeat is the question here. A completely clean set of accounts can still be asked it. The wedding godown was reported perfectly, and it still says nothing about next June.

Left alone, the misreading survives and does real damage, so kill it now. A business with genuinely lumpy trading, a boat builder taking two orders a year, a contractor finishing one large project, a stationer selling most of its year in ten weeks around a school session, reports low quality earnings while doing absolutely nothing wrong. Its profit is hard to forecast because its trading is hard to forecast. Lumpy trading is a description of the business, not an allegation about its accounts. The reverse trap is just as real. None of these tests is designed to find a misstatement, so a business can pass every one of them and still be misstated.

Treating the phrase as an accusation is the commonest misuse of this whole subject, and the cost of that misuse falls on ordinary businesses that happen to trade in an uneven shape. A supplier who reads a seasonal stationer's uneven profit as evidence of something being hidden will tighten terms on a business that has done nothing but sell notebooks in June. The word describes a shape, not a character.

Two things the word means, and one thing it does not. EARNINGS QUALITY IS A DESCRIPTION OF SHAPE AND EVIDENCE. IT IS NOT A FINDING ABOUT ANYBODY. 1. DURABLE The trading that produced the profit is the kind of trading that happens again next year. A QUESTION ABOUT SHAPE 2. WELL EVIDENCED Somebody outside the business has confirmed a large part of it, usually by paying for it. A QUESTION ABOUT PROOF 3. HONEST Whether the number is true at all. Answered by an audit, by different work, against different evidence. NOT WHAT THE WORD MEANS A BUSINESS WITH LUMPY TRADING REPORTS LOW QUALITY EARNINGS while doing nothing whatsoever wrong. The shape of its trading is what the tests are reading. AND IT RUNS THE OTHER WAY TOO. High quality earnings on every test here can still be misstated. None of these tests looks for that. Illustrative. Anjani Stationers Private Limited and every other business named here are invented.
Earnings quality is built from durability and evidence, so a business with lumpy trading reports low quality earnings while doing nothing wrong, and high quality earnings on every test here can still sit inside a misstated set of accounts.
Try it out

A boat builder takes two large orders a year and its profit swings hard between years. Every figure is correctly counted. What does the earnings quality test say?

What are the three durability tests, and what does each one ask?

Three questions do most of the work, and each one is answered from a different place in the accounts. The first is quickest and the third is the one people forget, so ask them in that order.

The first test asks whether the profit is backed by cash. Profit is a measurement; cash is a fact somebody else confirmed by paying. Cash conversionOperating cash flow divided by profit after tax, for the same period. A figure above one means the business collected more cash from trading than it reported as profit. puts operating cash flow over profit after tax and asks how much of the reported profit has already turned into money in the bank. Anjani Stationers Private Limited, an invented stationer, reported profit after tax of Rs 30,00,000 against operating cash flow of Rs 36,30,000. The ratio is 1.21 times. More cash arrived than profit was reported, and cash ahead of profit is the reassuring direction.

The second test asks whether the trading repeats. Look at what actually produced the profit and ask whether that thing happens again. Anjani Stationers sold Rs 2,70,00,000 of notebooks and exercise books against Rs 2,40,00,000 the year before, up 12.5 per cent, at a gross margin of 45.0 per cent in both years. Selling notebooks to schools is exactly the kind of trading that repeats, and the gross margin holding steady across two years says the core of the business behaved the same way twice. One part of year two is genuinely new: Chitra Binding Works was bought at the start of that year for Rs 21,00,000, so year two carries a binding operation that year one did not, and a transaction cost that is charged once and never again.

The third test asks how many estimatesA figure in a set of accounts that nobody can look up, so somebody has to judge it. How long a machine will last, how much of a debt will go unpaid, and how long a lease will really run are all estimates. the profit rests on, and this is the one that surprises people. The instinctive reaction is that a good set of accounts should rest on none. Every set of accounts rests on several. Anjani Stationers' profit sits on a provision for debts that may not be collected, on the useful lives chosen for its assets, on the term assumed for its lease, and on the formula chosen to value what sits in its warehouse. Estimates are always present. The question is how many the profit depends on, and how far the answer moves when one of them moves.

Three tests, run on Anjani Stationers' published year two. EACH TEST IS ANSWERED FROM A DIFFERENT PLACE. NONE OF THEM ANSWERS ANOTHER ONE'S QUESTION. 1. IS IT BACKED BY CASH? READ FROM THE CASH FLOW STATEMENT Operating cash flow Rs 36,30,000 Profit after tax Rs 30,00,000 Cash conversion 1.21 times More cash arrived than profit was reported. REASSURING on one year of data only 2. WILL IT REPEAT? READ FROM THE INCOME STATEMENT Revenue, year one Rs 2,40,00,000 Revenue, year two Rs 2,70,00,000 Gross margin, both years 45.0% Notebooks sold to schools, plus a binding operation bought at the start of year two. MOSTLY REPEATING one part of it is brand new 3. HOW MANY ESTIMATES? READ FROM THE NOTES Provision for doubtful debts Useful lives of the assets The term assumed for a lease The inventory cost formula Four named. One of them moved a long way this year. WORTH A QUESTION a question, and not a finding EVERY PROFIT FIGURE EVER PUBLISHED RESTS ON ESTIMATES. The question is how many the profit depends on, and how far it moves when one of them moves. Anjani Stationers Private Limited and Chitra Binding Works are invented. Every amount shown is illustrative.
Anjani Stationers converts profit to cash at 1.21 times, grows revenue 12.5 per cent at an unchanged 45.0 per cent gross margin, and rests its profit on four named estimates of which one moved a long way in year two.
Try it out

Which set below names the three durability tests?

Try it out

Name two estimates that Anjani Stationers' reported profit rests on.

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What is an accrual, and why does the accrual component sit at the centre of this?

Profit and cash differ for exactly one reason, and it has a name. An accrualThe act of recording something in the accounts when it happens rather than when the money moves. A sale on credit is recorded when the goods go out, months before the customer pays. records an effect when it happens rather than when the money moves. A notebook order despatched in March is revenue in March even though the school pays in July. A machine bought once is charged a little at a time across the years it works. A business measured only by its bank statement would look absurd, so every one of those decisions pushes profit and cash apart on purpose.

Now turn that round. If accruals are the only reason profit differs from cash, then the gap between profit and cash is precisely the part of profit that cash has not yet confirmed. The gap has a name too. The accrual componentProfit after tax minus operating cash flow, for the same period. The subtraction isolates the part of reported profit that has not yet been confirmed by money arriving. is profit after tax less operating cash flow, and it is the single most useful number in this whole subject because it needs two figures and a subtraction and nothing else.

Do it on Anjani Stationers. Profit after tax was Rs 30,00,000. Operating cash flow was Rs 36,30,000. Rs 30,00,000 less Rs 36,30,000 is minus Rs 6,30,000. The accrual component is negative. Negative accruals mean cash arrived ahead of profit. The business collected more from trading than it wrote down as earnings, and on this test that is the reassuring direction. A large positive accrual component would be the shape worth asking about, because it says the profit exists mostly in balances that somebody still has to pay.

Two cautions belong here immediately, and they are not decoration. First, the sign is a direction and not a grade. A business collecting hard on old debts, or running down its stock, produces negative accruals in a year for reasons that say nothing about the durability of its profit. Second, one year is one reading. Whether the accrual component is negative once or negative for four years running is a completely different fact, and Anjani Stationers has published two years, not four.

The gap between the two bars has a name, a sign and a direction. ANJANI STATIONERS, YEAR TWO, AS PUBLISHED. BOTH BARS ARE DRAWN TO THE SAME SCALE FROM ZERO. Rs 36,30,000 IS 1.21 TIMES Rs 30,00,000 0 THE ACCRUAL COMPONENT minus Rs 6,30,000 Profit after tax Rs 30,00,000 less operating cash flow of Rs 36,30,000. NEGATIVE, SO CASH ARRIVED AHEAD OF PROFIT. A large positive figure is the shape worth asking about. PROFIT AFTER TAX Rs 30,00,000 OPERATING CASH FLOW Rs 36,30,000 ONE SUBTRACTION, TWO FIGURES, AND THE MOST USEFUL NUMBER IN THE SUBJECT. Anjani Stationers Private Limited is invented. Illustrative figures. One year is one reading, not a pattern.
Anjani Stationers reported profit after tax of Rs 30,00,000 against operating cash flow of Rs 36,30,000, so its accrual component is minus Rs 6,30,000 and cash arrived ahead of profit rather than behind it.
Try it out

Profit after tax is Rs 30,00,000 and operating cash flow is Rs 36,30,000. What is the accrual component, and which direction is that?

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Where does the cash conversion test stop working?

Cash is the strongest single test of the three. Its limits need naming exactly because of that strength. Three of them matter.

The first limit is that cash cannot detect a misstatement that moves cash as well. If money genuinely arrived, the cash flow statement records that it arrived. Whether it arrived for the reason described is a different question, and the cash line has no view on it. The second limit is that the test says nothing at all about whether the cash repeats. A one-off receipt is still cash. The godown let out for a wedding season converted to cash beautifully and will not happen again, so the first test passes it and the second test is the one that catches it.

The third limit is the one that catches careful readers, and it deserves the arithmetic. A conversion ratio is a net result, and a net result can be produced by two small movements or by two enormous movements that nearly cancel. Take Anjani Stationers apart. Two large adjustments sit inside its year two bridge from profit to operating cash, pointing opposite ways. On one side, non-cash charges of Rs 18,00,000 are added back: the published depreciation and amortisation of Rs 12,00,000, plus the Rs 6,00,000 charged in the year for debts that may not be collected. Neither of those two sums left the bank, so both come back on the way from profit to cash. On the other side, the working capital cycleThe money tied up in stock and in unpaid customer bills, less the money the business itself has not yet paid its suppliers. When the cycle lengthens it consumes cash. consumed a net Rs 17,00,000, being Rs 17,00,000 more owed by customers and Rs 9,00,000 more sitting in the warehouse, against Rs 7,00,000 of extra credit taken from suppliers and Rs 2,00,000 more taken in advance from customers. The two nearly cancel, and the Rs 5,30,000 that carries cash the rest of the way past profit is timing on interest and on tax.

Anjani Stationers' year two bridge from profit after tax to operating cashAmount
Non-cash charges added backAmount
Depreciation and amortisation, as published for the yearRs 12,00,000
Charge in the year for debts that may not be collectedRs 6,00,000
Added backRs 18,00,000
What the trading cycle consumedAmount
More owed by customers, on the gross figure before the provisionRs 17,00,000
More sitting in the warehouseRs 9,00,000
Extra credit taken from suppliers, as publishedless Rs 7,00,000
More taken in advance from customers, as publishedless Rs 2,00,000
ConsumedRs 17,00,000
Net effect of the two large movementsplus Rs 1,00,000
Timing on interest and on tax, which the bridge also carriesplus Rs 5,30,000
How far cash ran ahead of profit, against a reported conversion of 1.21 timesplus Rs 6,30,000

Read the middle rows again. Two movements of Rs 18,00,000 and Rs 17,00,000 very nearly cancel, and what survives from them into the ratio is a net of Rs 1,00,000, with a further Rs 5,30,000 arriving from timing on interest and on tax. A conversion of 1.21 times produced by two enormous offsetting movements is a different situation from the same 1.21 times produced by two small ones, and the ratio on its own cannot tell which of the two is in front of the reader. Nothing in that sentence says either situation is wrong. Both are ordinary. A business that is growing, stocking ahead of a season and carrying a customer group on long terms will always show large gross movements, and the fact that they offset is arithmetic rather than intent.

The same ratio, twice, with completely different things underneath. BOTH PANELS USE ONE SCALE. THE RIGHT PANEL IS A HYPOTHETICAL SET, NOT A REAL BUSINESS. ANJANI STATIONERS, AS PUBLISHED CONVERSION 1.21 TIMES, NET PLUS Rs 1,00,000 The two movements underneath are large. ZERO plus Rs 18,00,000 non-cash charges added back less Rs 17,00,000 consumed by the trading cycle A HYPOTHETICAL SET, CONSTRUCTED FOR COMPARISON CONVERSION 1.21 TIMES, NET PLUS Rs 1,00,000 The two movements underneath are small. ZERO plus Rs 2,50,000 less Rs 1,50,000 Almost nothing moves under the ratio, and the ratio is identical. Timing on interest and tax adds the same Rs 5,30,000 in both panels. THE RATIO IS THE SAME. WHAT SITS UNDER IT IS NOT. Neither shape is wrong. The point is that one number cannot tell which of the two sits underneath it. Anjani Stationers Private Limited is invented and the right panel is a constructed illustration. Both are teaching material.
Anjani Stationers reaches 1.21 times cash conversion through an add back of Rs 18,00,000 against a trading cycle consuming Rs 17,00,000, a net of Rs 1,00,000, while a constructed set reaches the identical ratio on movements of Rs 2,50,000 and Rs 1,50,000.
Try it out

Conversion is 1.21 times, with Rs 18,00,000 of non-cash charges added back against Rs 17,00,000 consumed by the trading cycle. What does the ratio alone hide?

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How to Build an Earnings-Quality Checklist, and what does a finished one look like?

A checklist here is a list of questions, each attached to the disclosure that answers it. The named source is what makes the list usable. A question with no named source is a wish, and it is the reason most checklists collapse into vague impressions after four lines. Eight questions cover the ground, and every one of them is answered from a document a reader can actually open.

The questionWhere the answer is found
Does profit turn into cash, and over three years rather than one?The cash flow statement, read against profit after tax, for every year available
How large is the accrual component, and which way does it point?Profit after tax less operating cash flow, from the same two statements
How far did the estimates move this year, and in which direction?The notes on provisions, useful lives, lease terms and inventory valuation
How much of the profit is non-recurringIncome or cost that arose from something not expected to happen again, such as selling a building or paying the legal cost of one acquisition.?The face of the income statement plus the notes on other income and other expenses
Did any accounting policy change during the year?The accounting policies note, and any restatement of the comparative year
How does profit sit against the tax charge and against dividends paid?The tax reconciliation note, and the financing section of the cash flow statement
What has the auditor said, beyond the opinion itself?The audit report, including any emphasis of matter and the key audit matters
Do the balance sheet lines and the margin ladder move with revenue?The balance sheet against the income statement, both years side by side

Now the part that decides whether the checklist is worth building. Running it produces a profileA set of separate readings kept separate, each with its own answer and its own limits, rather than combined into a single figure or verdict.: eight independent readings, each with its own answer, some reassuring, some raising a question, and some honestly recording that the answer was not available. A checklist produces a profile and never a score, and anybody who reduces eight readings to one number out of ten has thrown away everything the exercise was built to produce.

Why so strongly? Because the readings are not the same kind of thing and do not add. A cash conversion reading and an estimate reading answer different questions from different documents with different reliability, and there is no exchange rate between them. The third state on the list is the most valuable one: not established. A score destroys it. Two of the eight lines above will often come back unanswered for a business whose full filing is not to hand, and an unanswered line is information. An unanswered line names exactly what to ask for next. Averaged into a number, that line silently becomes a middling result. A middling result is the one thing it certainly is not.

Eight questions, and the document that answers each one. A QUESTION WITH NO NAMED SOURCE IS A WISH. THE RIGHT COLUMN IS WHAT MAKES THE LEFT COLUMN USABLE. THE QUESTION WHERE THE ANSWER IS FOUND 1. Does profit turn into cash, over three years? The cash flow statement, every year 2. How large are the accruals, and which way? Profit after tax less operating cash 3. How far did the estimates move this year? The notes on provisions and lives 4. How much of the profit is non-recurring? Other income and other expenses 5. Did any accounting policy change? The accounting policies note 6. How does profit sit against tax and dividends? Tax reconciliation and financing 7. What has the auditor said beyond the opinion? Emphasis of matter, key audit matters 8. Do the balance sheet lines track revenue? Balance sheet against income statement THE OUTPUT IS A PROFILE OF EIGHT READINGS, NEVER A SCORE. The readings answer different questions from different documents, so there is no exchange rate between them. Illustrative checklist for teaching. No standard prescribes these eight questions or this order.
Each of the eight earnings quality questions is tied to the specific disclosure that answers it, and the finished output is a profile of eight separate readings rather than a single score.
Try it out

Why does an earnings quality checklist produce a profile rather than a score out of ten?

Ind AS 8 and Ind AS 1: which documents govern estimates and presentation in India?

Durability and evidence are ideas rather than local rules, so everything above holds wherever the accounts were prepared. The named documents that carry the requirements behind three of the checklist lines, and every condition inside them, belong in one marked place.

In India, changes in accounting policies and changes in accounting estimates, and what must be disclosed when either happens, sit in Ind AS 8 Accounting Policies, Changes in Accounting Estimates and Errors; the presentation of the statements themselves, including the requirement to disclose the judgements and estimation uncertainties that most affect the figures, sits in Ind AS 1 Presentation of Financial Statements; and disclosure of transactions and balances with related parties sits in Ind AS 24 Related Party Disclosures. The appointment, rotation and reporting duties of an auditor sit in the Companies Act 2013. The current text of each standard and of the Act is read at the Ministry of Corporate Affairs, and the reading dated, before any of this is applied to a real set of accounts. The Institute of Chartered Accountants of India publishes guidance on the same requirements, and the Securities and Exchange Board of India sets what a listed company must disclose and how often.

What does the checklist say about Anjani Stationers?

All eight lines are run on the published figures and what each one returns is written down. Tidying the result while writing it is where readers go wrong.

LineWhat Anjani Stationers' figures returnReading
1. CashOperating cash flow Rs 36,30,000 against profit after tax Rs 30,00,000, a conversion of 1.21 times. Only two years have been published, so the three-year form of this question cannot be answeredReassuring
2. AccrualsMinus Rs 6,30,000, so cash ran ahead of profitReassuring
3. EstimatesThe charge for doubtful debts was Rs 6,00,000, taking the provision from Rs 3,00,000 to Rs 9,00,000. Of that charge, Rs 2,23,000 is explained by the ageing of the book at unchanged rates and Rs 3,77,000 is judgementA question
4. Non-recurringYear two carries the cost of buying Chitra Binding Works, charged once. No exceptional item was taken and nothing was written downA question
5. PolicyNo accounting policy changed and no comparative was restatedReassuring
6. Tax and dividendsNot established from what has been published hereNot established
7. The auditorNot established from what has been published hereNot established
8. Balance sheet against revenueReceivables grew 21.8 per cent and inventory 47.4 per cent against revenue growth of 12.5 per cent, and every margin below the gross line fell, earnings before interest, tax, depreciation and amortisation (EBITDA) from 24.2 to 19.8 per cent, earnings before interest and tax (EBIT) from 22.1 to 15.4 and net from 15.8 to 11.1A question
The profileThree reassuring, three raising a question, two not establishedMixed

Leaving out the ordinary explanation is how a reading becomes an accusation. Put the ordinary explanation beside each questioning line, and give it the same weight. The receivables gap is largely one customer. The Sunrise Public School group takes about 171 days to pay against about 110 days for everybody else, and holding Sunrise at its prior 144 days would have left the overall figure at 120 days rather than 128, so eight of the nine extra days come from one school group paying exactly on the terms it agreed. The inventory build is a stationer stocking ahead of a school session, bought while paper was rising through the year to Rs 220/- before easing back to Rs 200/-. The provision tripled because the ageing of the book genuinely worsened, and the not-yet-due bucket was identical in both years, so every rupee of the growth sat in balances that were already overdue. The margin fall is Rs 25,00,000 of extra cost below the gross line, itemised as Rs 6,00,000 of employee cost, Rs 12,00,000 of other operating cost and Rs 7,00,000 of depreciation on assets that were bought. Every rupee of it sits below the gross line, and the gross margin never moved.

One detail deserves saying out loud. Raising the provision made the reported profit smaller, not larger. The estimate that moved furthest moved in the direction that costs the business its own reported earnings. That is worth holding on to, because the mental shortcut running underneath most misreadings is that a moving estimate is a flattering one, and here it is the opposite.

Now the close, and it is deliberately unresolved. Anjani Stationers is a business whose profit is well backed by cash and whose estimates moved a long way in one year. Both of those are true at the same time. Neither cancels the other, and the honest output of the checklist is exactly the mixed profile written above rather than a verdict in either direction. A mixed profile is not a failure of the method; it is the normal and correct result of running the method on an ordinary business. What a reader would want next is nameable and finite: a third year of cash conversion, the ageing table for the year after this one to see whether the provision was too high or not high enough, the note giving the cost of the acquisition, the tax reconciliation, and the audit report. The five requests are the whole of the next step, and the mixed profile is where the reading stops rather than a conclusion about Anjani Stationers.

The profile Anjani Stationers produces. It does not resolve, and it is not meant to. EIGHT READINGS, KEPT SEPARATE. A MIXED RESULT IS THE NORMAL OUTPUT FOR AN ORDINARY BUSINESS. 1. Cash conversion 1.21 times, one year only REASSURING 2. Accrual component minus Rs 6,30,000 REASSURING 3. Provision charge Rs 6,00,000, Rs 3,77,000 of judgement RAISES A QUESTION 4. An acquisition cost charged once in year two RAISES A QUESTION 5. No accounting policy changed REASSURING 6. Profit against the tax charge and dividends NOT ESTABLISHED 7. What the audit report says beyond the opinion NOT ESTABLISHED 8. Receivables up 21.8% against revenue up 12.5% RAISES A QUESTION 3 REASSURING 3 QUESTIONING 2 NOT ESTABLISHED OVERALL SCORE OUT OF TEN Refused. Averaging these eight readings would discard every one of them, including the two that are unanswered. Illustrative figures throughout.
Anjani Stationers returns three reassuring readings, three that raise a question and two that cannot be established from what has been published, and that mixed profile is the honest output rather than a step towards a verdict.
Play with it

The panel below walks the checklist line by line, and shows what happens when a single answer is insisted on.

The slider walks the eight questions in order. The switches change which documents are open and how the checklist is being read. Every reading below is taken from figures already published for Anjani Stationers, and the panel will not combine them. Documents opened Reading approach And the button everybody reaches for
Questions worked: 8 of 8, which is the whole checklist
EIGHT READINGS, KEPT SEPARATE. THE PANEL WILL NOT ADD THEM UP.
With the statements and the notes open and all eight questions worked, Anjani Stationers returns three reassuring readings, three that raise a question and two that cannot be established, which is a mixed profile and the honest result.
Reassuring
3
Raises a question
3
Not established
2
Overall
MIXED
Educational illustration. Every reading in this panel comes from figures already published for Anjani Stationers Private Limited, and the default setting reproduces the worked example above exactly: conversion 1.21 times, accrual component minus Rs 6,30,000, a provision charge of Rs 6,00,000 carrying Rs 3,77,000 of judgement, and receivables up 21.8 per cent against revenue up 12.5 per cent. A mixed profile is a normal and honest outcome rather than a finding about anybody. Amounts are held in whole rupees. The score button will not produce a score however many times it is pressed.

Because a reading that lives only inside a panel is invisible to anyone who cannot run it, here are the settings that matter. At the default, eight questions worked with the notes open, the profile is three reassuring, three questioning and two not established. The estimate, the non-recurring item, the policy question, the tax comparison and the audit report all live in the notes rather than on the face. Switch to the face of the statements only and five of the eight lines go unanswered. A reader left with two green lines and almost nothing else is exactly the position the failure below describes. Switch to the cash conversion line only and the panel returns a single reassuring reading out of eight. Switch to the receivables line only and it returns a single questioning reading out of eight. The last two settings produce opposite impressions from the same published accounts. Nothing shows more clearly that a single line is not a profile.

Try it out

Anjani Stationers converts profit to cash at 1.21 times and its provision for doubtful debts tripled in the same year. Which of these is true?

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What can a reader never establish from published figures?

Three things sit permanently outside what a filing can report, and being clear about them is the difference between a useful reader and a dangerous one.

The first is whether an estimate was made in good faith. The provision moved from Rs 3,00,000 to Rs 9,00,000, and the Rs 6,00,000 charge splits into Rs 2,23,000 explained by the ageing and Rs 3,77,000 of judgement. No document shows what was in the mind of the person who signed it. Vaidehi Rao, as finance controller, holds reasons that are not in the accounts and never will be. The second is whether a transaction had a business purpose. Chitra Binding Works invoiced Anjani Stationers Rs 8,00,000 for binding work during the year, of which Rs 1,50,000 was unpaid at the year end, and there is separately an Rs 8,00,000 guarantee over Chitra's borrowing that is disclosed and not recognised. The disclosure reports that those things happened and at what amount. The disclosure does not report why they were structured that way, and the two Rs 8,00,000 figures are different things that must not be added together.

The third is the hardest to accept. A reader cannot establish from published figures whether a well-executed misstatement exists at all. A misstatement built carefully enough to survive an audit is, by construction, built to look ordinary in exactly the disclosures a reader has, so published figures are the wrong instrument for that question. Finding one takes access a reader does not have: the ledgers, the contracts, the correspondence, and the power to ask somebody a question and require an answer.

Naming that limit is not defeatism and not modesty. A filing is a summary prepared by the business, checked to a standard, and published to a format. And the cost of pretending otherwise falls on people who did nothing wrong. A reader who converts three questioning lines into a private conviction will treat an ordinary business as suspect, will say so to somebody, and will be wrong. The cost of a false accusation is paid twice, once by an honest business that loses terms or a customer over an ordinary lengthening of its collection cycle, and once by the reader, whose credibility does not survive being confidently wrong in public.

Three questions no filing has ever answered. WHAT IS VISIBLE SITS ON THE LEFT OF EACH CARD. WHAT IS NOT SITS ON THE RIGHT OF THE RULE. 1. GOOD FAITH VISIBLE IN THE FILING The provision moved from Rs 3,00,000 to Rs 9,00,000, Rs 3,77,000 of it judgement. NOT VISIBLE ANYWHERE What was in the mind of the person who set it. No document carries that. 2. BUSINESS PURPOSE VISIBLE IN THE FILING Chitra Binding Works billed Rs 8,00,000, of which Rs 1,50,000 was unpaid. NOT VISIBLE ANYWHERE Why the work was placed that way, or on what terms it was negotiated. 3. A CAREFUL MISSTATEMENT VISIBLE IN THE FILING Every disclosure the format requires, prepared by the business and then checked. NOT VISIBLE ANYWHERE Whether one exists. It would be built to look ordinary in exactly these disclosures. THE COST OF PRETENDING OTHERWISE IS PAID TWICE. Once by an honest business that loses terms or a customer over an ordinary lengthening of its collection cycle. Once by the reader, whose credibility does not survive being confidently wrong in public. Neither cost is recoverable, and both are avoidable by writing down a question instead. Anjani Stationers Private Limited, Chitra Binding Works and Vaidehi Rao are invented. Illustrative figures throughout.
A reader can see that the provision moved by Rs 6,00,000 and that Chitra Binding Works billed Rs 8,00,000, but can never establish good faith, business purpose, or whether a carefully built misstatement exists at all.
Try it out

Can a reader establish from published figures whether an estimate was made in good faith?

Who uses an earnings quality reading, and what do they do with it?

Three people open the same set of accounts in the same week for three different reasons, and none of them is doing what the others are doing.

A lender reads the cash line to size the repayment, an analyst reads the estimate lines to size the forecast error, and Vaidehi Rao reads the whole profile to know which questions are coming. Watch each of them. The lender's question is narrow and practical: will the money be there when the instalment falls due. Operating cash flow of Rs 36,30,000 less Rs 13,00,000 spent on assets leaves Rs 23,30,000 of free cash. An instalment is paid in money, so the lender sizes the obligation against the free cash rather than against the Rs 30,00,000 of reported profit. The lender also notices that cash on hand fell Rs 7,00,000 to Rs 5,00,000 during a year that generated Rs 23,30,000 of free cash, and asks where it went. The lender asks the business out loud, and that is what a question is for.

The analyst's use is different. An analyst is building a forecast, and the estimate lines tell them how wrong that forecast can be for reasons that have nothing to do with trading. If Rs 3,77,000 of a Rs 6,00,000 provision charge is judgement, then a forecast of next year's profit carries at least that much uncertainty from one line alone, before a single notebook is sold. The analyst's output is not a verdict about the provision. The output is a range, and the width of the range is what the estimate reading bought them.

And Vaidehi Rao uses it in reverse. Every questioning line on the profile is a question a bank, a customer or a supplier will ask her, and the answer to each of them is ordinary. She runs the same eight questions on her own accounts before anybody else does. Receivables grew faster than revenue because one school group pays on longer terms. Inventory grew because the season is coming. The provision tripled because the ageing worsened and the estimate caught up. Margins fell below the gross line because of Rs 25,00,000 of cost she can itemise. Running the checklist against one's own accounts first is how a finance controller turns a set of awkward-looking divergences into four prepared sentences, and it is the single most useful move available to anybody who prepares accounts rather than reads them.

The mistake: taking one line off the checklist and treating it as the profile

An analyst opens Anjani Stationers' accounts, computes cash conversion of 1.21 times, notes that it is comfortably above one, writes high quality earnings in the file and moves on. The whole exercise took ninety seconds and it is wrong, not because 1.21 times is wrong but because one reading is not a profile. Underneath that ratio, Rs 18,00,000 of non-cash charges very nearly cancelled the Rs 17,00,000 the trading cycle consumed, so the comfortable ratio rests on a net of Rs 1,00,000 between two large opposing movements plus Rs 5,30,000 of timing on interest and on tax. In the same year the provision for doubtful debts tripled with Rs 3,77,000 of judgement inside the charge, every margin below the gross line fell, receivables grew 21.8 per cent against revenue growth of 12.5 per cent, and a subsidiary arrived that had not existed in the comparative year. The checklist finds every one of those in about twenty minutes. The single ratio was never asked to find them, and it finds none.

Now the cost in the other direction, the half that usually goes unstated. A second analyst who read only the receivables growth and the tripled provision would have written low quality earnings in the file, and would have been exactly as wrong, from exactly the same accounts. That reader misses that cash conversion is above one, that accruals are negative, that no accounting policy changed, that the gross margin was identical in both years, and that eight of the nine extra collection days come from one school group paying on terms it agreed. The two errors are mirror images. One reads a single reassuring line as a clean result and stops. The other reads a single questioning line as a finding and stops. Both replaced a profile with a headline, and the direction of the headline was decided by which line they happened to look at first.

The costs are not symmetric in who pays them. The first error costs the analyst, who has told somebody a business is durable on evidence that did not establish it. The second costs the business, treated as suspect over a lengthening collection cycle whose ordinary explanation sits in a disclosure the analyst did not open. A reader may never convert a questioning line into a claim about anybody's conduct. Nothing in a published figure separates an estimate that moved as the ageing worsened from an estimate that moved for any other reason, and a reader who cannot tell those apart has no business saying which one they are looking at. The fix is not more caution. The fix is the same eight lines every time, written down, including the ones that come back unanswered, and a question list handed over instead of a conclusion.

Earnings quality is a statement about durability and evidence rather than about honesty, and the ground settled above is the three tests, the accrual component and its sign, where the cash test stops, how a checklist is built, why its output is a profile, and what a reader can never establish. Specific ways of moving profit between periods, and where ordinary accounting discretion ends, are covered separately and in their own right. The procedure for working through an annual report looking for warning signs is covered separately, as is how to read related-party disclosures in order, what recurring exceptional items mean, and what a change of auditor can and cannot signal. Preparing for a company's results discussion is treated on its own. Valuation is a separate subject, and no earnings quality reading settles whether a business is worth buying, lending to or avoiding. The mixed profile above is the finished answer rather than a step towards one.
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References

SourceDocumentWhere
Ministry of Corporate AffairsInd AS 8 Accounting Policies, Changes in Accounting Estimates and Errors. Named here because it is the document that governs what a change in an accounting estimate and a change in an accounting policy are, and what has to be disclosed when either occurs. No wording is reproduced and no condition, threshold or effective date is statedmca.gov.in
Ministry of Corporate AffairsInd AS 1 Presentation of Financial Statements. Named here for the existence of the presentation requirements and of the requirement to disclose the judgements and sources of estimation uncertainty that most affect the reported figures. Nothing from it is quotedmca.gov.in
Ministry of Corporate AffairsInd AS 24 Related Party Disclosures. Named here only because it is the document requiring transactions and outstanding balances with related parties to be disclosed, which is what makes the binding charge and the unpaid balance in the worked instance visible to a reader at allmca.gov.in
Ministry of Corporate AffairsThe Companies Act 2013, named here for the provisions dealing with the appointment, rotation and reporting duties of an auditor, which is what the seventh checklist line depends on. Periods, thresholds and effective dates are read in the Act itselfmca.gov.in
Institute of Chartered Accountants of IndiaPublished guidance on the same accounting requirements, and on the content of an audit report including emphasis of matter paragraphs and key audit matters. Named for the existence and the naming of those items, never for any figureicai.org
Securities and Exchange Board of IndiaThe disclosure obligations placed on a listed company, named here only for the existence of the periodic reporting that makes several of the checklist lines answerable more than once a year for such a company. No requirement, period or threshold is statedsebi.gov.in

Anjani Stationers Private Limited, Chitra Binding Works, the Sunrise Public School group and Vaidehi Rao are invented.
Educational material. Not advice on any investment, tax, budget or market position.

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Subtopics

How to Build an Earnings-Quality Checklist
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