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Equity Research Analyst · 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
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vCompetitive Advantage and Moats
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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
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viiiInnovation and Technology Shift
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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
3Corporate Finance & Valuation
iCorporate Finance Fundamentals
Corporate FinanceCorporate Finance vs AccountingAgency CostsThe Financial ObjectiveThe Financing DecisionThe Investment DecisionProfit Maximisation vs Value…How Capital Allocation Affects…
iiTime Value of Money
Time Value of MoneyTime Value of MoneyCompoundingNominal and Effective Annual RatesThe Discount RateNominal vs Real Discount RateAnnuity vs Perpetuity
iiiCash Flow and Value Drivers
ReinvestmentReinvestment RateRevenue GrowthRevenue Growth vs ReinvestmentReturns in Corporate FinanceValue DriversOperating MarginEconomic ProfitFCFF vs FCFEHow to Normalise Earnings…
ivCost of Capital
The Cost of CapitalCost of CapitalSunk Cost vs Opportunity CostHow to Estimate a…Levered and Unlevered BetaCountry Risk PremiumEquity Risk PremiumThe Risk-Free Rate
vCapital Structure
Capital StructureHow to Analyse a…Financial LeverageOperating Leverage vs Financial…RecapitalisationDebt FinancingDebt CapacityGross Debt vs Net DebtEquity FinancingHow Leverage Can Increase…Refinancing RiskFinancial Distress
viCapital Budgeting
Capital BudgetingSunk CostsDiscounted PaybackPayback vs Discounted PaybackNet Present ValueInternal Rate of ReturnProject AppraisalIndependent vs Mutually Exclusive…How to Resolve NPV and IRR Conflicts
viiWorking Capital Finance
Capital RationingWorking Capital FinancingExcess CashCash ManagementShort-Term Financing
viiiPayout Policy
Payout PolicyPayout and Return of CapitalDividendsDividend Yield vs Payout RatioSignallingShare BuybacksDividend vs Buyback
ixValuation Fundamentals
ValuationValuation RangeFCFF vs FCFE ValuationSOTP vs Consolidated ValuationHow to Build a DCF ValuationHow to Build a…How to Build a…Firm Value and Equity ValueReplacement CostShareholder ValueEnterprise-to-Equity Value BridgeSum-of-the-PartsEnterprise Value vs Equity ValueValue vs PriceAsset Value vs Earnings ValueBook Value vs Adjusted Book ValueLiquidation Value vs Going-Concern…
xDiscounted Cash Flow
Discounted Cash FlowTerminal ValueNormalisationThe Forecast HorizonIncremental Cash FlowFree Cash Flow to FirmDiscounted Cash FlowBase Case vs Bull Case vs Bear CaseTwo-Stage vs Three-Stage DCFForward vs Historical FinancialsOperating vs Non-Operating AssetHow to Forecast Free Cash FlowHow to Audit a DCF Model
xiRelative Valuation
Relative ValuationDCF vs Relative ValuationConglomerate DiscountComparable Company AnalysisHow to Select Comparable CompaniesTrading MultiplesTrading Multiples
xiiTransaction Valuation
Transaction ValueDeal Value vs Enterprise ValueSources and UsesAccretion and DilutionHow to Analyse Accretion…Leveraged BuyoutManagement RolloverMinority Interest in ValuationControl Premium vs Minority DiscountPrecedent TransactionsLBO ReturnsTrading Comps vs Precedent TransactionsStrategic Buyer vs Financial BuyerHow to Build an…
xiiiValuation Discipline
Decision Rules in ValuationHow Valuation Ranges Improve…Implied AssumptionsImplied GrowthBase, Bull and BearScenario vs Sensitivity AnalysisMargin of SafetyHow to Check Discount…
4Public Equities & Securities Analysis
iEquity Research Fundamentals
Equity ResearchHow to write an…How to build an…SecuritiesCommon StockSecurity AnalysisEquity vs Debt SecurityEquity Research vs Security AnalysisThe ShareholderPreferred StockHow Market Price, Value…
iiEquity Markets and Listings
The Public CompanyPublic vs Private CompanyHow Listing Changes a…BuybackBuyback vs Rights IssueFollow-On OfferingIPO vs Follow-on OfferingThe Primary MarketThe Secondary MarketBonus Issue vs Stock SplitHow to read an…How Corporate Actions Affect…
iiiMarket Data and Liquidity
Market PriceFair Value vs Market PriceHow to Read Equity…How Liquidity Affects Equity…Volume, Delivery Volume and TurnoverMarket Capitalisation, Free Float…Market Capitalisation and Free FloatShare PricePrice Return and Total ReturnVolume Growth vs Price GrowthPrice Return vs Total ReturnHow to Analyse Share…Market DepthVolatility in Equity MarketsLiquidity vs VolatilityThe IndexTrading ActivityLarge, Mid and Small…
ivSector Research
Sector ResearchSecular GrowthSecular vs Cyclical GrowthCompetitive PositionSector DriversThe ThemeThematic ResearchTop-Down vs Bottom-Up ResearchSector vs Thematic ResearchHow to Research a Listed Company, in OrderHow to Update Research…
vEarnings Analysis
GuidanceHow to Read Management…The Revenue BuildConsensusDriver-Based ForecastingThe Forecast ModelGuidance, Forecast, Estimate and ResultThe Margin BuildHow to Read an…How to Find and…How Business Drivers Travel…
viQuality of Earnings
Quality of EarningsRevenue Growth vs Earnings GrowthRecurring vs Non-Recurring EarningsReading an Earnings Release,…How to Read an…One-Off ItemsAdjusted EBITDAReported vs Adjusted EarningsEBITDA vs Free Cash FlowDisclosure QualityEarnings Quality Checks You…Accounting Red Flags
viiValuation Application
The Target a Share…Implied ExpectationsUpsideDownsideThe MultipleThesis DisciplineDiscounted Cash Flow and MultiplesThesis Risk and Valuation RiskHow Valuation Ranges Inform…
viiiResearch Thesis and Models
The Investment ThesisModel AssumptionsHow to build an…Thesis DriversFact vs ThesisCatalysts and the Expectation GapDisconfirming EvidenceTime HorizonVariant PerceptionRe-RatingScenario vs SensitivityConfidence vs CertaintyHow Estimate Revisions Can…
ixCorporate Events
Corporate Events and ActionsCorporate Event vs Research CatalystMergers From a Research PerspectiveEvent RiskAcquisitions From a Research PerspectiveOrganic vs Acquisition-Led GrowthManagement ChangeCapital RaisesCorporate Action Adjustment
xGovernance and Disclosure
Material DisclosureDisclosure vs DisclaimerInsider TransactionsPromoter HoldingGovernance SignalsBoard Independence vs Management…
xiResearch Discipline and Cases
Research CoverageResearch OutputResearch Note vs Research ReportHow to Run an…How Research Post-Mortems Improve…The Peer GroupPeer Group vs Coverage UniverseThe Recommendation in Sell-Side ResearchFact Checking ResearchFact vs Opinion in ResearchThe Quarterly ResultResearch Independence

Guidance, Forecast, Estimate and Result: Four Numbers

Guidance is what the company says before the period about measures it chose to speak on. A forecast is what a reader builds from drivers before the period. An estimate is a forecast that has been published, and can therefore be collected with others. A result is what the company reports after the period. Four quantities, four authors, four dates, and only the last one measures anything.

Underneath all four sits one distinction, and it does the whole job. A statement about a period is not the same object as a measurement of it. Three of these are statements, made before anybody knew the answer, by three different parties with three different things at stake. The fourth is a count made afterwards under a set of rules. Every difference between the four comes out of that one split.

One year of Sarvani Coatings, and where each of the four sits on it. THE YEAR BEING MEASURED start of the year end of the year GUIDANCE the company speaks before it starts A FORECAST a reader builds it before it starts NINE ESTIMATES published and revised right across it THE RESULT the company measures it Two of the four exist before the year does. Only one of them is made after anybody has counted anything.
Placed on one timeline, guidance and a forecast both sit before the period, the published estimates accumulate across it, and the result arrives only after it ends, which is why the four answer different questions.

What is guidance, on its own?

Guidance is a statement made by the company itself, before a period has finished, about measures the company selected. Every part of that sentence is doing work. The company is speaking about the company, so the speaker and the subject are the same party. The company speaks early, when nobody has counted anything. And the company speaks about measures it picked. The choice of what to guide on is itself a decision somebody took in a room.

Think of a shopkeeper telling a supplier in April roughly how much stock he expects to take through the year. He is not obliged to be right. He is obliged to have meant it when he said it, and he will be remembered by it. The shopkeeper is close to the position a listed company is in. The company version of the same promise is made in public, and it carries duties attached to a listed issuer speaking about a period that has not happened yet.

Guidance is the only one of the four where the party being described and the party doing the describing are the same. That is its strength and its weakness at once. Nobody knows the business better, and nobody has more at stake in how it sounds.

Guidance also does not have to be a number. At the start of year three, Sarvani Coatings Limited guided to high single digit volume growth and said it expected gross marginWhat share of revenue survives the cost of the materials that went into the product, stated as a percentage. The accounting layer of this library teaches how it is built. to hold near the prior year level of 44.0 per cent. Two statements, one a phrase and one a level, neither of them a promise. How such statements are pulled apart, dated and scored is a subject of its own, set out under reading guidance statement by statement. The definition itself stays narrow: a company, speaking early, about measures it chose.

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What is a forecast, on its own?

A forecast is a construction made by a reader, before the period, out of drivers the reader named. A forecast is built rather than announced. Somebody decided that revenue equals units times price, wrote down what they think each of those does, and let the arithmetic produce a total. Pulling on any figure in a forecast should bring a driver away with it.

The everyday version is working out a household electricity bill for next summer. The bill is not guessed. The units the air conditioner draws, the hours it is expected to run and the tariff go in, and the bill falls out. When the tariff changes in June the bill is rebuilt that evening, and nobody is owed an explanation for the new number.

A forecast is the only one of the four its author can change this afternoon without telling a single person. That freedom is not sloppiness. Revising in private is what a private working number is for. The moment it stops being revisable in private, it has become something else.

A build for Sarvani Coatings' year three, constructed this way, gave revenue of Rs 2,415 crore, earnings before interest, tax, depreciation and amortisation (EBITDA)Short for earnings before interest, tax and the two non cash charges, depreciation and amortisation. A rung part way down the profit ladder, built in the accounting layer of this library rather than here. of Rs 446 crore and profit after tax of Rs 278 crore. How such a build is assembled, driver by driver, is taught under building a forecast from drivers. The build belongs to whoever made it and to nobody else.

Try it out

Which of the four can its author change this afternoon without telling anybody?

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What is an estimate, on its own?

An estimate is a forecast that has been published. The definition stops there, and it sounds too small to matter. Nothing inside the number changes when it is published. The drivers are the same drivers, the arithmetic is the same arithmetic. The change is that the number is now outside its author's file, where other people can see it, quote it, and gather it into a pile with other people's numbers.

Aggregation is the point. Once nine numbers about the same year exist in public, somebody can average them, quote a range, and talk about how the group of readers is positioned. None of that is possible while each of the nine sits on its author's laptop. Publication changes nothing in the number and everything about what can be done to it.

For Sarvani Coatings' year three the published set ran to nine numbers, with a mean profit after tax of Rs 268 crore, a lowest published figure of Rs 255 crore, a highest of Rs 284 crore, and a mean of Rs 11.17/- on the per share line. How that set gets assembled, weighted and revised is set out under the aggregated estimate.

One warning about the word itself. In accounting, an estimate means something completely different: a measurement judgement made inside the statements, such as how much of a receivable will never be collected. The accounting sense belongs to the accounting layer of this library. The word carries no clue as to which of the two rooms it is being used in, so the sense has to be checked each time it appears.

The same number, before and after it is published. IN A PRIVATE FILE Profit after tax Rs 278 crore Revisable this afternoon Answerable to nobody Nobody can aggregate it PUBLISHED same number ONE ROW IN A COLLECTED SET Publication changes nothing in the number and everything about its status.
A build becomes an estimate the moment it is published, and the number itself does not move, which is why the definition of an estimate is about what can now be done to it rather than about what is inside it.
Try it out

Define an estimate without mentioning any of the other three. Which of these comes closest?

What is a result, on its own?

A result is a measurement made by the company after the period has ended, prepared on a stated basisThe set of definitions and accounting choices a figure was prepared under. Change the basis and the same twelve months can produce a different number without anybody being wrong. and subject to review. A result is the only one of the four where somebody has actually counted something.

But counting is not the same as observing a fact of nature. The number on a weighing scale depends on whether the shoes stayed on, whether the weighing came before or after breakfast, and whether the scale was zeroed. None of those make the reading dishonest. The shoes, the breakfast and the zeroing make it a reading taken under conditions, and the conditions have to travel with the number. A result is a measurement made under rules rather than a fact of nature. The basis therefore has to be stated, and the same year can honestly be presented more than one way.

Here is Sarvani Coatings' year three as the statements carry it, the twelve months to 31 March of year three.

Year three, the reported ladderRs crore
Revenue2,415
Cost of materials1,304
Gross profit1,111
Employee cost and other expenses665
EBITDA446
Depreciation and amortisation92
Earnings before interest and tax (EBIT)354
Finance cost, less other income-17
Profit before tax371
Tax93
Profit after tax278

The reported ladder ties from top to bottom, and revenue rose 13.9 per cent between year two and year three, a one year figure measured between two completed years. The earnings per shareThe year's profit spread across every share in issue. How that share count is set, and when it has to be restated, belongs to the accounting and listings layers of this library. figure for the same year was Rs 11.58/-. All of it is a measurement, and all of it was made on a basis somebody chose.

Each of the four answers to somebody, and only one of them answers to the reader. GUIDANCE made by the company A FORECAST made by a reader AN ESTIMATE made by any reader A RESULT made by the company The market, under the obligations on a listed issuer Nobody at all, which is why it can change this evening Every reader who picks it up, for as long as it stands The basis it was prepared under, and the review of it Only the third of these answers to the person reading it, and it is the one read least carefully.
A company answers for its guidance, an analyst answers for their own build, a published estimate answers to whoever picks it up, and a result answers to the basis it was prepared under.
Try it out

A result is a measurement. Does that make it a fact?

Set side by side, where do the four actually differ?

Each of the four now has a definition that leans on none of the others, so the four can be put in one frame. Four attributes separate them: who made it, when, what it owes anybody, and what kind of thing it is. Read down the columns rather than across, and one fact jumps out immediately.

Four attributes, four numbers, and not one matching pair. COMPARED ON GUIDANCE A FORECAST AN ESTIMATE A RESULT WHO MADE IT The company, before it knew the answer The analyst, from drivers they named A reader who then published the number The company, after it had measured WHEN Before the period begins Before the period begins Across it, and revised inside it After the period ends WHAT IT OWES Duties on a listed issuer speaking ahead Nothing to anybody except its author Whatever a published number owes its reader The basis, and the review it was prepared for WHAT IT IS A statement A construction A collected view A measurement No two columns match on all four rows. Nothing here is comparable until one row is named and held still.
Guidance, a forecast, an estimate and a result differ on who produced them, when, under what obligation and whether they measure anything, and no two of them match on all four.

No two of the four share all four attributes, so no two of them are ever directly comparable until the attribute being held still is said out loud. Guidance and a forecast share their date and nothing else. A forecast and an estimate share their author and their method and differ on obligation. Guidance and a result share an author and differ on everything else. The guidance against result comparison is the useful one, and also the one people run without saying so.

The numberWho made it, and whenWhat kind of thing it is
GuidanceThe company, before the periodA statement about measures it selected
A forecastA reader, before the periodA construction from named drivers
An estimateA reader, published across the periodA forecast that can now be collected
A resultThe company, after the periodA measurement on a stated basis
Try it out

The question is whether management understood their own year. Which of the four does the result get compared against?

Try it out

Sarvani Coatings missed its own volume guide and beat the aggregated mean in the same year. Which statement is wrong?

Which of them do people mix up, and what does each mix-up cost?

Three confusions do almost all the damage, and each has a price that can be named.

The first is treating a beat against the aggregated mean as a beat against guidance. It is not. The mean is what other readers wrote down; guidance is what management said. Nothing management promised is tested by an average of nine strangers. The cost is praising a company for clearing a bar it never set.

The second is treating a beat against guidance as a beat against an analyst's own build. Also not. If that build was more ambitious than the guide, the company can clear its guide and still land well below it. The cost is that the analyst stops checking their own work at the moment it needed checking.

The third is treating a miss against an analyst's own build as evidence that the business disappointed. The build is the analyst's own construction. Missing it is first of all news about the drivers inside it. The cost of skipping that step is that a modelling error is quietly converted into a judgement about somebody else's management.

A results commentary routinely runs at least two of these together inside a single paragraph, and the reader is left with an impression that no sentence in it actually supports.

Sarvani Coatings' year three shows the shape at its cleanest. Two things were guided at the start of the year, and they went in opposite directions.

Two things were guided at the start of year three. One was missed and one was beaten. VOLUME GROWTH, year two to year three the guide was a phrase, so its edges are the guide was a phrase, so its edges are a reader's reading of it, not the company's 6.0 came in high single digit 0 3 6 9 12 per cent MISSED, at or below the bottom of it GROSS MARGIN, year two to year three guided to hold near the prior year level of 44.0 per cent 46.0 came in hold near 44.0 43.0 44.0 45.0 46.0 47.0 per cent of revenue BEATEN, by 2.0 points in one year Both measured year two to year three. The margin gain over two years is a different figure and belongs to a different comparison.
Volume growth of 6.0 per cent landed at or below the bottom of a phrase, while gross margin rose 2.0 points against a guide to hold, so one guided measure was missed and the other beaten in the same twelve months.

Now add the other comparison. Set against the nine published numbers, profit after tax of Rs 278 crore came in 3.7 per cent above the mean of Rs 268 crore, and the same 3.7 per cent shows up on the per share line, Rs 11.58/- against Rs 11.17/-. So in one year the company missed its own guide and beat the aggregated mean, and a reader can write both sentences truthfully in the same paragraph.

The error that gets made, and what it costs

A commentary writes that the company beat expectations, and three lines later that it fell short of its own targets, and then presents the pair as a contradiction that needs explaining. There is nothing to explain. One sentence compares a profit figure against an average of other people's published numbers. The other compares a volume figure against something management said about a different measure eight months earlier.

The cost is a reader who decides that something is being concealed when nothing is, and who then starts discounting the disclosure they should be reading most carefully. The results disclosure is exactly the wrong document to begin distrusting. The fix is mechanical: every comparison names the quantity, the author and the date on both sides before it is written down.

One year, two comparisons, and they never touch each other. COMPARISON ONE Volume growth of 6.0 per cent in year three, against a phrase management used before the year began. Verdict: missed. COMPARISON TWO Profit after tax of Rs 278 crore in year three, against Rs 268 crore, the mean of nine numbers published by readers. Verdict: beaten by 3.7 per cent. no link between them Different measure, different author, different date. Neither sentence can contradict the other.
Sarvani Coatings missed its own volume guide at 6.0 per cent and came in 3.7 per cent above the aggregated mean in the same year, and neither statement contradicts the other.

There is a second reason the beat is weaker than it sounds. The nine published numbers stretched from Rs 255 crore up to Rs 284 crore. The Rs 278 crore that actually arrived sat inside that band, Rs 23 crore above the bottom and Rs 6 crore below the top, so at least one reader had already written down a figure higher than the year delivered.

The result landed inside the range the nine numbers already covered, year three. 255 284 mean 268 result 278 Rs 23 crore above the bottom Rs 6 crore to the top 250 260 270 280 290 profit after tax, Rs crore, year three
Profit after tax of Rs 278 crore sat Rs 23 crore above the bottom of the published range and Rs 6 crore below the top, so a result described as a beat arrived inside a band the set had already allowed for.
Try it out

Profit after tax came in at Rs 278 crore against a mean of Rs 268 crore and a published range of Rs 255 crore to Rs 284 crore. Was it a surprise?

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Why is even the result more than one number?

Everything so far has treated the result as the one solid object in the set. The result is the most solid of the four, and it is still not one number. At the EBITDA line, Sarvani Coatings' year three can be written three ways, and only one of them is in the statements.

The reported figure is Rs 446 crore. Inside that year sat a restructuring chargeA cost booked for reorganising part of a business, which management usually argues will not repeat. Which costs may be treated this way is an accounting question, settled in the accounting layer of this library. of Rs 6 crore. Management added it back on the argument that it does not repeat, giving Rs 452 crore. But the same year also contained a provision write backAn amount set aside in an earlier period and released in this one because it is no longer expected to be needed. A write back flatters the current year in the same way a one off cost depresses it. of Rs 4 crore, which went the other way and flattered the year, and which the management version left in place. Taking that out as well gives Rs 448 crore.

Year three at the EBITDA lineRs crorePer cent of revenue
Reported, as the statements carry it44618.47
Add back the restructuring charge6
Management adjusted45218.72
Also remove the provision write back-4
Symmetrically adjusted44818.55

The add back is small in itself, 1.3 per cent of reported EBITDA. The asymmetry is what matters: an unfavourable item was removed and a favourable one of similar size was not, and the Rs 4 crore between Rs 452 crore and Rs 448 crore is the whole of that one sidedness. Only the Rs 446 crore appears in the statements; the other two are constructions, and one of the two is built to look through the bad news without looking through the good.

One year at the EBITDA line, reported three ways. Year three, Rs crore. 446 reported 18.47 per cent plus 6 restructuring charge added back 452 management adjusted, 18.72 per cent minus 4 write back also taken out 448 symmetric 18.55 per cent The vertical scale starts at Rs 440 crore so that a Rs 4 crore step is visible.
Rs 446 crore as the statements carry it, Rs 452 crore once management has added its charge back, and Rs 448 crore once the write back goes out too: three versions of one year, separated by Rs 4 crore of one sidedness.
Try it out

Management reports adjusted EBITDA of Rs 452 crore for year three. What are the other two figures?

Spotting Quality of Earnings Red Flags teaches you to test whether a reported profit is a sound base to forecast from.

What does a reader do when all four are on the desk at once?

Four rules, and they are all versions of the same instinct: keep things that were made by different people at different times in different columns.

The four are held apart. Guidance goes in one column, the analyst's build in another, the published set in a third, the result in a fourth. Four columns and never a merged cell. The moment two of them share a box, the comparison has begun between objects that do not match on author or date.

Each is compared against its own kind over time. The current year's guide against last year's guide shows whether management is getting more or less cautious. The current year's build error against last year's build error shows whether the analyst is getting better. Neither of those questions can be answered by looking across.

The quantity, the author and the date are named on both sides before any comparison is written down. If all three cannot be filled in on both sides, what is in hand is not a comparison but a sentence.

And never net. If a build was light on volume and heavy on realisationThe average price actually collected per unit sold, after discounts and after the mix of what was sold. Where it comes from is built in the revenue material of this sequence., nettingSetting one gap against another and reporting only the difference, so both of the original gaps vanish from view even though each carried a separate piece of information. the two gives a small error and destroys both pieces of information. Two errors that cancel are not one small error; they are two errors nobody is looking at any more.

The question being asked decides which of the four the result is compared against. Did management understand their own year? Compare with GUIDANCE, same measure. Was the analyst's own reading of the drivers right? Compare with THE ANALYST'S BUILD, driver by driver. What did the other readers expect? Compare with the AGGREGATED MEAN. Which number is easiest to find? Not a question. This is how it goes wrong.
Asking what management said means comparing with guidance, asking what the analyst thought means comparing with that analyst's own build, and asking what other readers thought means comparing with the aggregate.
Try it out

A build said Rs 278 crore and the result was Rs 278 crore. Has anything been learned?

Who actually has all four in front of them at once?

Meghna Iyer, on the morning after the filing. She is the analyst whose working method the procedures in this sequence follow, and her desk at that moment holds four separate things: the guide Ravindra Setlur gave at the start of the year, her own build from the spring, the aggregated set she can see on a screen, and the release that landed last night.

She does not write one paragraph. She writes four lines, each a complete comparison with its quantity, author and date on both sides. Volume growth, 6.0 per cent against a phrase from April: missed. Gross margin, 46.0 per cent against a guide to hold near 44.0 per cent: beaten by 2.0 points in one year. Profit after tax, Rs 278 crore against her own build of Rs 278 crore: matched at the total, drivers not yet checked. Profit after tax, Rs 278 crore against a mean of Rs 268 crore: beaten by 3.7 per cent, inside a range that ran to Rs 284 crore.

Four lines, four verdicts, no arithmetic between them. The discipline is not cleverness, it is refusing to let four different comparisons collapse into one impression. A lender reading the same release does the same thing for different reasons, caring about the result and the basis and almost nothing about the aggregate. A household does it too, without calling it that: the school says fees will rise a little, the household budgets its own figure, the neighbours swap what they have heard, and then the bill arrives. Nobody sensible averages those four.

India

Where the obligations on these four actually sit

Only two of the four carry any duty to anybody outside their author. A listed company speaking about a period that has not finished is subject to the disclosure framework of the Securities and Exchange Board of India (SEBI), and a reader who publishes a number rather than keeping it private comes under SEBI's conduct rules for research. Periods, thresholds and timetables for either are set by SEBI and change over time; the current position is at sebi.gov.in. The result itself is filed with the exchanges, and the release and transcript that arrive with it can be read at nseindia.com and bseindia.com.

The four are defined above and set against each other. How guidance is read statement by statement, how a build is constructed from drivers, and how an aggregated set is assembled and revised are each covered separately. The accounting sense of the word estimate, meaning a measurement judgement made inside the statements, is taught in the accounting layer. Multiples, discount rates and anything about the shares belong elsewhere.
Try it out

Last one. Which of the four is a measurement?

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Where to check the routing

Two of the four numbers carry an obligation attached to them by somebody other than the person who wrote them down, and the place where that obligation lives is named below.

BodyWhat to go there forSite
SEBIThe obligations that attach to a listed company speaking about a period that has not finished yet, and separately the conduct rules that sit on a reader who publishes a number rather than keeping it in a private file.sebi.gov.in
The exchangesWhere a filed result is lodged, together with the release and the call recording that arrive beside it, so that the basis a figure was prepared on can be read instead of a headline of it.nseindia.com and bseindia.com
The accounting sense of the word estimateTaught in the accounting layer of this library. A measurement judgement made inside the statements is a different animal from a published number about a future period.Routed within this library

Sarvani Coatings Limited, Nandivarman Paints Limited, Kesaria Surface Solutions Limited and Thottam Chemicals Limited, along with Meghna Iyer and Ravindra Setlur, are invented.
Educational material. Not advice on any investment, tax, budget or market position.

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