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Hedge Funds Analyst · CoreTrack
1Public 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
2Private Markets & Alternative Investments
iPrivate Fund Structure and Governance
Limited PartnerThe Limited PartnershipPlacement MemorandumCommitment, Call and Capital AccountCapital CallCarried InterestHow Conflicts of Interest…Fund AdministratorFund SponsorKey-Person ProvisionsGeneral PartnerHow Limited-Partner Advisory Committees…Side LettersThe Waterfall
iiHedge Funds
Hedge FundsGetting Out of a Hedge FundPrime BrokerRedemption WindowSide PocketTail Risk in AlternativesGlobal MacroManaged FuturesMarket NeutralRelative ValueShort SellingHow Long-Short Strategies WorkEvent-Driven StrategiesArbitrageExposure and Leverage
iiiDue Diligence and Private Fund Reporting
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ivExits
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Disclosure Quality: What a Willingness to Explain Says

Disclosure quality is how readily a company explains its own figures, and it is judged by behaviour rather than by the length of the document. The observable tests are whether an item that flatters the result is disclosed as plainly as one that hurts it, whether a measure keeps its definition from year to year, and whether a direct question receives a quantified answer.

Three things are settled elsewhere. The adjusted figures on Sarvani Coatings Limited, an invented manufacturer of industrial coatings, were worked to the last rupee under earnings adjustment, so the Rs 446 crore, Rs 452 crore and Rs 448 crore figures are used below rather than derived again. The reading of a call, and the idea of a question that gets an answer without a number in it, come from the analysis of earnings call transcripts. And the machinery that puts any item into the statements at all, how a provision enters and later leaves, what a note has to carry, sits with the accounting material. Disclosure quality adds a way of reading the behaviour around those figures, and a very firm line about how far the reading goes.

What is disclosure quality, and what is it not?

The everyday version is a test most people already run on each other. Two shopkeepers on the same street each hand a customer a bill. The first writes one line, "goods", and the total. The second writes each item, the rate, the discount he gave and the two rupees he rounded off. Neither is cheating anyone. But only one of them has handed over something that can be checked, and a customer coming back tomorrow with a question about the discount knows in advance which of the two will have an answer ready.

The two bills are the whole idea, moved into a listed company. Disclosure quality is a reading of behaviour: what an issuer explains, how plainly it explains it, and whether it explains the awkward thing as readily as the flattering one. Disclosure quality is not a measure of volume, and volume and quality are confused so routinely that a longer report is very widely taken for a more forthcoming one. Volume is easy to see and quality is not, so the eye settles on the thing it can see.

Keep one more distinction close, because all three tests lean on it. Disclosure quality is about the document and the conversation around it. Disclosure quality is not about the person who signed either. None of the three tests reads a person, and that boundary is a hard one rather than a nicety.

TWO DIFFERENT PROPERTIES, AND ONLY ONE OF THEM IS EASY TO SEE HOW MANY PAGES IT RUNS TO few many QUESTIONS IT LETS A READER ANSWER Three lines, each with its own rupee figure SHORT AND USABLE Long, and every movement carries a figure LONG AND USABLE One line, one word, no figure behind it SHORT AND EMPTY Forty pages describing movements in adjectives LONG AND EMPTY the two rows differ; the two columns do not reveal which row a document sits in
Length runs across the bottom and usefulness runs up the side, and the four corners are all occupied, which is the point: a long document can sit in either row, so length alone never tells a reader which half of the grid they are holding.
Try it out

The notes to the accounts run to forty printed sides. Is this a forthcoming issuer?

Is more disclosure the same as better disclosure?

No, and the reason is worth seeing rather than agreeing with. A note to the accountsThe detailed sections published behind the main statements, where one summary line is opened up into the items sitting inside it. Law and the accounting standards between them fix what must appear there. can run to great length, describe a movement as broad based, softer than expected or largely offset, and never once give the figure that would settle it. The reader finishes it knowing the direction of something and not its size. In a model, direction without size is the same as knowing nothing.

So here is the practical test, and it takes seconds. The test is whether the passage could go straight into a model without a further question. If it could not, the length of the passage has not helped at all. That test is blunt, and bluntness is the point, because the failure mode it guards against is being impressed. A long, fluent, carefully written passage feels like disclosure while it is being read. The test asks what the reader was left holding at the end.

The same test runs on Sarvani Coatings Limited. The record carries other expenses of Rs 460 crore for year three, the twelve months to 31 March. Inside that line sit two items already named: a restructuring chargeAn amount charged when a business reorganises itself, folding two operations together or closing a unit down. Whether it may enter the accounts, and at what size, is decided by the standards. of Rs 6 crore, and also a provision write-backMoney once put aside for an expected obligation and released again later, because it is no longer expected to be spent. The conditions permitting a release of that kind sit with the standards. of Rs 4 crore. Both amounts are in the notes and neither is on the face. Because the amounts are there, the charge can be stated as 1.30 per cent of that line and the release as 0.87 per cent of it, and the release alone as 0.90 per cent of the Rs 446 crore of reported earnings before interest, tax, depreciation and amortisation (EBITDA) for the same twelve months. A version of the same note that said the line included certain one-time costs, partly offset by a release, would have used more words and left a reader unable to write any of those three sentences.

THE SAME MOVEMENT, WRITTEN TWO WAYS THE LONGER VERSION Other expenses reflect a broad based increase across the cost base, including certain one-time costs relating to a reorganisation, partly offset by the release of a provision no longer required. Six adjectives. No amounts. CANNOT GO INTO A MODEL THE SHORTER VERSION Other expenses of Rs 460 crore include a restructuring charge of Rs 6 crore and are reduced by the write-back of a provision of Rs 4 crore. A third of the length. Three amounts. GOES STRAIGHT INTO A MODEL Both extracts are invented for teaching, and both describe exactly the same two items. THE ONE THAT SAYS LESS IS THE ONE THAT TELLS MORE
Two invented versions of the same note describe an identical pair of items, and the longer one leaves a reader unable to compute anything, which is why length and disclosure quality have to be scored separately.
Equity Research Bootcamp — Fin Maverick

What is the symmetry test?

The first of the three tests asks one question. Is an item that flatters the result disclosed as plainly as one that hurts it?

The household version is a school report that lists every prize and mentions the failed subject in a footnote. Nobody has lied. But the leaning of the document is visible, and visible without knowing anything at all about the school.

The symmetry test is the sharpest of the three because it needs no history and no access. A single set of notes already contains items pointing in both directions, and how prominently each one is carried is visible at once. Last year's document is not needed, attendance at a call is not needed, and nobody has to be asked for anything. The evidence sits in the document already to hand, arranged in a way that can be seen.

The direction of an item matters here, not its size. In year three, Sarvani Coatings has three items in the notes. The restructuring charge of Rs 6 crore pushed the reported result down. The provision write-back of Rs 4 crore and an insurance claim of Rs 9 crore, the latter inside other income of Rs 38 crore, both pushed it up. So the symmetry test has something to work on: two items flattering, one item hurting, all three in the same set of notes, and the test simply asks whether the two groups were treated alike.

YEAR THREE, THE TWELVE MONTHS TO 31 MARCH: SORT THE ITEMS BY DIRECTION FIRST PUSHED THE RESULT UP PUSHED THE RESULT DOWN Provision write-back Rs 4 crore reduced other expenses of Rs 460 crore Insurance claim received Rs 9 crore inside other income of Rs 38 crore Restructuring charge Rs 6 crore inside other expenses of Rs 460 crore nothing else on this side ALL THREE ARE IN THE NOTES, WITH THEIR AMOUNTS, AND NONE IS ON THE FACE The test reads the two columns against each other, not the rupee totals against each other. SYMMETRY TEST ON THIS RECORD: PASSES
Sorting the three disclosed items by the direction each one pushed the result puts two on the flattering side and one on the hurting side, and all three carry their amount in the notes, so the symmetry test passes on this record.
Try it out

Which of the three tests can be run on a single set of notes, with nothing else to hand?

Hedge Funds Analyst Bootcamp — Fin Maverick

What is the consistency test?

The second test asks whether a measure keeps its definition, its reconciliation and its presentation from one year to the next. Same name, same build, same table showing how it was reached.

A shop reports its monthly takings, and one month it quietly starts counting the wedding order it delivers next month because the advance has already come in. The number is bigger and nobody has said anything false. The meaning of the number has changed, and without last month's definition beside it there is no way to see the change at all.

Definition drift is close to invisible inside the current document and becomes obvious the moment two years sit side by side. The consistency test therefore needs a reader who kept the previous year's document. That requirement sounds trivial and it is the reason the test is so rarely run. The current document is the one that arrives unbidden. Last year's has to have been saved by somebody who did not yet know they would need it.

On Sarvani Coatings, the honest result is that the test cannot be run at all. Sarvani Coatings has one year of an adjusted figureA measure an issuer publishes alongside the reported one after taking certain amounts out of it. The arithmetic of the ones used here is covered under earnings adjustment., year three, and a definition needs two points before it can drift. So the output is not a pass and it is not a fail. The entry in the file is a note to run the test at the next release, and an instruction to keep this year's document until then.

Try it out

This year's annual report is to hand and last year's was not kept. Which test has just become unavailable?

What is the responsiveness test?

The third test is the simplest to state. When a direct question is put, does the answer contain a figure?

Not whether the answer was polite, or long, or delivered with confidence. Whether there is a number in it. On the year three call, Meghna Iyer, the analyst, asked Ravindra Setlur, the chief financial officer of Sarvani Coatings Limited, why the Rs 4 crore write-back had not been removed from the presented figure when the Rs 6 crore charge had been added back. The answer described the adjustment policy the company applies. The answer contained no figure and no reason specific to that item, and nobody in the room returned to it.

The reply is recorded as a non-answerA reply that addresses the topic of a question without supplying the amount or the specific reason the question asked for. The reading of a call that produced this term is covered under the analysis of earnings call transcripts., with its date, and the writing stops there. A non-answer is information about what was available to be said in that room at that moment, and it is not information about anybody's character, and recording it as the first and not the second is the entire discipline of the reading. There are ordinary explanations that cost nobody anything: the person may not have had the number, the question may have been misheard in a queue of fourteen others, the answer may exist in a note nobody reached for. A transcript cannot rank those explanations. One thing can be recorded. The question went in with a figure attached and came back without one.

THREE TESTS, THREE DIFFERENT ENTRY REQUIREMENTS, THREE SEPARATE RESULTS SYMMETRY NEEDS one set of notes and nothing else ASKS is the flattering item as plain as the one that hurts PASSES all three items given CONSISTENCY NEEDS two years of the same document ASKS does the measure keep its definition and its build CANNOT RUN one year on record RESPONSIVENESS NEEDS a direct question to have been put ASKS did the answer contain a figure or a reason NON-ANSWER recorded with its date Three tests, run separately, returning three different kinds of result on the same record.
Each test carries its own entry requirement and returns its own verdict, so on one record the three can come back as a pass, an unavailable and a recorded non-answer at the same time without contradicting each other.
Try it out

Before the notes are opened: the Rs 4 crore write-back flattered the reported result. Is it likely to be found disclosed?

Debt Capital Markets Bootcamp — Fin Maverick

How do the three tests come out on year three?

Now the whole reading, on one issuer, one year, in the open. Everything below is drawn from the notes, the call and the guidance for Sarvani Coatings Limited, year three, the twelve months to 31 March.

The reading, one test at a time

Running each test fills in the log. The running sentence at the bottom does not move on one of its counts, at any point, whichever buttons are pressed.

Run a test
TestWhat it neededResult on this record
SymmetryOne set of notesnot yet run
ConsistencyTwo years of the same documentnot yet run
ResponsivenessA direct question, put on the callnot yet run
Emphasis, a fourth observationThe guidance and the releasenot yet run
Nothing run yet. Observations recorded: none. Tests unavailable: none. Conclusions about any person: none, and that last count stays at none however many buttons are pressed.
Every result above is fixed by the record, not chosen by the reader. The buttons reveal what the reading returned; they do not score it, because a score would imply the three results can be added together, and they cannot. None of the three results is continuous, and a control that slid between pass and fail would invent exactly the disclosure score that separate tests exist to avoid.

Taken in turn, the first result is not the one a reader would expect.

On the symmetry test, the disclosure passes, and that is worth stating plainly because it is not the finding a reader expects. The notes carry the Rs 6 crore charge that hurt the result and they carry the Rs 4 crore write-back that flattered it, with the amount, in the same place, at the same prominence. The insurance claim of Rs 9 crore also flattered the result, and it is carried in the same way. Nothing was buried. A reader who came here looking for something to be annoyed about has to record a pass.

Consistency cannot be run. One year of an adjusted figure is on the record, and the test needs two. Consistency goes down as unavailable, with a line in the file to run it at the next release, and the pull towards assuming a result in either direction is to be resisted very firmly. An unavailable test is not a soft fail, and it is not a finding at all.

Responsiveness returns a recorded non-answer. The question about the write-back was asked once, answered with a description of policy rather than a figure, and not returned to. The non-answer gets a line, a date and nothing further.

Reading an Annual Report Fast — free micro-course from Fin Maverick

Why are disclosure and adjustment two different decisions?

Disclosure and adjustment are two separate decisions, and the difference between them is the point least likely to have been met elsewhere.

An issuer can disclose an item fully in the notes and then leave that same item out of its own adjusted figure. The three EBITDA figures for year three, all worked under earnings adjustment, are the proof. The reported figure is Rs 446 crore of EBITDA. On revenue of Rs 2,415 crore, that works out at 18.47 per cent. Management publishes an adjusted EBITDA of Rs 452 crore, or 18.72 per cent, having added the Rs 6 crore charge back. Running that same adjustment in both directions, taking the Rs 4 crore write-back out as well, gives Rs 448 crore, or 18.55 per cent. The distance between the published figure and the two-way one is Rs 4 crore. That gap is 0.9 per cent of the reported EBITDA figure, and it shifts the margin by 0.17 of a point.

THE SAME TWELVE MONTHS, THREE FIGURES, ONE ITEM BETWEEN THEM Axis starts at Rs 440 crore, not at zero, so the bars show the differences and not the sizes. 440 444 448 452 456 RS CRORE, YEAR THREE Rs 446 crore reported, 18.47 per cent REPORTED Rs 452 crore, 18.72 per cent AS MANAGEMENT PRESENTS IT, CHARGE ADDED BACK ONLY Rs 448 crore, 18.55 per cent BOTH WAYS, CHARGE ADDED BACK AND WRITE-BACK REMOVED Rs 4 crore apart
On a truncated axis the Rs 4 crore between the presented figure and the symmetric one is the width of the whole one-sided adjustment, worth 0.9 per cent of the reported EBITDA figure and 0.17 of a point on the year three margin.

Both readings are correct about the same item at the same time, so hold them next to each other. The write-back was disclosed: symmetry passes. The write-back was not removed from the presented figure: the adjustment is one-sided. The disclosure test passes and the adjustment test does not, on one Rs 4 crore item, and that is two separate findings rather than one blurred impression about transparency. A reader who mashes them together into "the disclosure is a bit questionable" has thrown away the only precise thing they were holding, and has replaced two checkable statements with one unfalsifiable one.

ONE ITEM, TWO GATES, TWO SEPARATE ANSWERS Provision write-back Rs 4 crore GATE ONE, DISCLOSURE Was the amount put in the notes? YES GATE TWO, ADJUSTMENT Was it taken out of the presented figure? NO finding one: the notes carried it finding two: the figure did not TWO GATES, TWO ANSWERS, AND NEITHER ONE OVERRULES THE OTHER
The same Rs 4 crore item clears the disclosure gate and fails the adjustment gate, which is why the reading produces two findings that must be written separately rather than averaged into a single impression.
Try it out

The write-back was disclosed in the notes and was not removed from the presented figure. How many findings is that?

Common Size and Trend Analysis teaches you to make three years of statements comparable and see what moved.

Why is strong disclosure in an awkward year worth more?

Because explaining is not equally expensive in every year, and evidence is only worth what it cost to produce.

The household version: a friend who says exactly what he earned in the month he was promoted has revealed very little about himself. The friend who says exactly what he earned in the month he lost the contract has revealed a great deal, and the difference is entirely in what the telling cost.

Explaining a good year is cheap and explaining a poor one is not. So the observations that actually carry information cluster in exactly the years a reader least wants to be reading carefully. That is an uncomfortable shape, because attention naturally drifts the other way. Good year, everything is fine, skim it. Bad year, this is grim, put it down. Both instincts point away from where the information is.

Year three at Sarvani Coatings was, on the record, a comfortable year. Revenue rose 13.9 per cent on year two, EBITDA rose 31.2 per cent and profit after tax rose 41.1 per cent, so every line down the ladder grew faster than the one above it. In a year shaped like that, disclosing a Rs 6 crore charge and a Rs 4 crore release costs the issuer very little indeed. So the symmetry pass recorded above is a real pass, and it is also a cheap one. Write it as both.

WHAT IT COSTS TO EXPLAIN, AND THEREFORE WHAT THE EXPLAINING IS WORTH HOW AWKWARD THE YEAR WAS comfortable painful COST OF EXPLAINING year three sits down here revenue up 13.9 per cent, profit after tax up 41.1 per cent the same behaviour here would be evidence worth having CHEAP TO EXPLAIN EXPENSIVE TO EXPLAIN The curve is a shape, not a measurement, and no point on it is a figure from the record.
The cost of explaining climbs as the year gets harder, so identical behaviour carries far more information on the right of this shape than on the left, and Sarvani Coatings sits well to the left in year three.
Try it out

An issuer explains itself fully and plainly in a very good year. How much has that revealed about how it behaves?

What did the issuer choose to lead with?

There is a fourth observation available on this record, and it is not one of the three tests. The fourth observation is about emphasis. Emphasis is what an issuer puts first.

At the start of year three, management guided on two measures. Management guided to high single digit volume growth, and said it expected gross marginWhat is left of revenue once the cost of materials has been taken out, stated as a share of revenue. How this line is built for Sarvani Coatings is covered separately. to hold around the prior year level. The record gives the phrase and not the numbers behind it, so high single digit is read here as the 7.0 to 9.0 per cent band, and the reading is recorded as a reading.

Volume grew 6.0 per cent, 1.0 point below the floor of the guided band and therefore outside it. Gross margin went from 44.0 per cent in year two, being gross profit of Rs 933 crore on revenue of Rs 2,120 crore, to 46.0 per cent in year three, being Rs 1,111 crore on Rs 2,415 crore. Gross margin rose 2.0 points against a guide of holding. So one guided measure was missed and the other was beaten, and the release leads on margin.

TWO MEASURES GUIDED AT THE START OF YEAR THREE, TWO OUTCOMES VOLUME GROWTH, PER CENT, YEAR TWO TO YEAR THREE GUIDED BAND, 7.0 TO 9.0 6.0 actual 1.0 point short of the floor 0 10 GROSS MARGIN, PER CENT OF REVENUE GUIDED TO HOLD AT 44.0 46.0 actual 2.0 points above a guide of holding 42 48
Volume landed 1.0 point below the floor of the guided band while gross margin came in 2.0 points above a guide of holding, and the release leads on the second of the two.

Now stop. Which measure was emphasised can be observed; why it was emphasised cannot, and the moment the why is written down the writing has turned to intent. Perhaps margin genuinely was the bigger story of the year. Perhaps the ordering was decided by whoever drafted the release on the night. Perhaps the volume miss was so small that nobody thought it worth leading with. A reader has no way to rank those, and does not need to: "guidance was given on two measures, one was missed, one was beaten, and the release leads on the one that was beaten" is a complete, checkable, dated sentence that any other reader can verify against the same two documents.

Try it out

Guidance was given on volume and on margin, volume was missed, margin was beaten, and the release leads on margin. How far can the writing go?

Reading an Option Payoff — free micro-course from Fin Maverick

What is disclosure quality actually evidence of?

Most readings quietly overreach at exactly this point, so being exact is worth the trouble.

Disclosure quality changes what can be CHECKED, and it does not change what can be CONCLUDED. A forthcoming issuer hands over the material for a harder test, so the range narrows because more work was possible. A reticent issuer leaves less to work with, so the range stays wider. The narrowing is the whole of the finding, and it is a finding about the evidence in hand rather than about the company.

The two axes really are independent, and that is easy to lose. Nothing in a fuller set of notes makes a company better run. A fuller set of notes makes the company more examinable. A well disclosed issuer can be examined thoroughly and something objectionable found, or a thinly disclosed one examined and nothing wrong found at all, and both of those outcomes are entirely consistent with everything set out here.

ONE AXIS MOVES WITH DISCLOSURE. THE OTHER ONE NEVER DOES. WHAT CAN BE CHECKED reticent issuer WIDE RANGE LEFT OPEN forthcoming issuer RANGE NARROWED more material, harder test WHAT MAY BE CONCLUDED ABOUT INTENT OR CHARACTER NOTHING NOTHING flat, at every point along the axis above Moving right on the top scale buys a narrower range. It buys nothing at all on the bottom one.
Better disclosure narrows the range a reader can check while leaving what may be concluded about intent flat at zero, which is why the two readings are recorded on separate lines and never combined.

How this actually gets used, by four different readers

An equity analyst uses it to decide where the model needs a wider range. A line the notes quantify gets a point estimate; a line described only in adjectives gets a band, and the note in the file says the band is there because the disclosure did not support anything narrower. The band is a modelling decision with a stated reason, not a judgement about the company.

A credit officer at a lender uses it in the opposite direction. Where a borrower cannot supply the split behind a figure, the covenant is written on the figure that can be verified rather than on the one that cannot, and the reason is written into the file. Nobody is accused of anything; the document simply gets built on the ground that will hold.

An investor with a small holding uses the cheapest version of all three tests. Read the two directions in one set of notes, keep the document so that next year the consistency test becomes available, and note whether the question asked on the call came back with a figure. Three observations, no software, one afternoon.

In all three cases the output is the same shape: a list of what could be checked and what could not, with a reason attached to every line, and no sentence at all about anybody's motives.

Writing an Investment Thesis teaches you to state a view, name what would break it, and update when that evidence arrives.

Where does a reader stop?

Right here, and the line is bright rather than blurry.

Nothing in the record supports a statement about honesty, intent or character. Writing one goes past the evidence, and it is separately a conduct exposure for whoever puts their name to it. Every observation above survives being read out loud next to its source: the notes carry these three items, the presented figure removes one of them and not the other, this question was asked on this date and came back without a figure, guidance was given on two measures and the release leads on one. Every one of those is checkable by somebody else against the same documents. "They are not being straight with us" is checkable by nobody, and it is the sentence that ends the work.

The correct output is a list. The list holds what could be checked, what could not, and why not in each case. A list is a duller deliverable than a verdict, and it is the only one that holds up when a second reader picks it up.

How this reading goes wrong

An analyst runs exactly the reading above. She finds the one-sided adjusted figure and the non-answer on the call, puts them together, and writes in a note that management is not being straight about margins.

The published record supports something much narrower. The write-back was disclosed in the notes, in full, with its amount. The adjustment policy applied is one many issuers apply, and whether it is the right one is a separate question. And a question going unanswered on a call has a long list of ordinary explanations, starting with nobody in the room having the figure to hand. Not one of those observations reaches intent, and three observations that do not reach intent do not add up to one that does.

The cost runs in three directions at once. Nothing published supports the claim. The claim also exposes the writer on conduct, and conduct in research is a matter for the Securities and Exchange Board of India (SEBI) rather than for house style. And, quietly worst of the three, the claim ends the analysis. An analyst who has concluded already feels they know the answer, so they stop asking the specific questions that would have produced something checkable.

The fix is structural rather than a matter of being careful. Make the output of this reading a list of what could be checked and what could not, and write every line as an observation with its source and its date attached. A file built that way cannot accidentally become a verdict, because there is nowhere in it for a verdict to sit.

Try it out

Running all three tests and the emphasis observation produces which of these?

Try it out

Whether the issuer was required to disclose that write-back at all, and by when, is a live question. Where does it belong?

Jurisdiction

Which body settles what, and why no rule appears above

Deadlines, percentage thresholds, filing windows and stated obligations sit with the bodies that set them. Requirements of that kind get amended. A stale requirement, written out from memory, sounds exactly as authoritative as a current one, and that is what makes it dangerous.

Three bodies between them hold the questions that belong outside this guide. SEBI, at sebi.gov.in, sets what a listed issuer must put on the record, on what timing, and how anybody publishing research on a named issuer has to conduct themselves. The Ministry of Corporate Affairs, at mca.gov.in, holds the company law under which those accounts and their notes exist in the first place. Whether a particular item is recognised, measured and presented the way it is, under Ind ASThe set of Indian accounting standards a listed company prepares its statements under. The text of the standards themselves is held by the accounting body., is a question for the Institute of Chartered Accountants of India, at icai.org. The documents themselves are put up by both exchanges: nseindia.com, and bseindia.com.

Every one of them gets checked at its own site, on the day the answer actually matters.

What belongs elsewhere. What an issuer is required to disclose, and by when, is set by the regulator and by company law. How a note to the accounts gets drafted in the first place belongs to the accounting material. The arithmetic behind the three adjusted figures is worked under earnings adjustment and is used here rather than rebuilt, and the patterns worth investigating sit with the earnings quality patterns material.

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Where each handed-over question gets answered

Three of these questions have a proper home elsewhere, each one better answered at the source, and the last two entries are simply where the filed documents are published.

Question handed overBody that holds the answerSite
What a listed issuer has to put on the record, and the conduct rules binding anyone writing research about itSecurities and Exchange Board of Indiasebi.gov.in
Where the requirement to carry a note to the accounts at all comes fromMinistry of Corporate Affairsmca.gov.in
The standard behind any item inside a note, named here and held by the accounting bodyInstitute of Chartered Accountants of Indiaicai.org
The filed copy of a results announcement and the notes travelling with itNational Stock Exchange of Indianseindia.com
The same filing on the second exchange, useful when one server is slow on results dayBSE Limitedbseindia.com

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

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