Fin Maverick
Foundations VocabularyAccounting & ReportingEconomics & MacroQuant Methods & ProgrammingBusiness & Company AnalysisCorporate Finance & ValuationBehavioural Finance
Banking & Market InfrastructureFixed Income & RatesDerivatives & Structured ProductsPublic EquitiesTransactions & DealsPortfolio ConstructionFunds & AMCs
Private Markets & AlternativesRisk, Treasury & ControlAI & Digital FinanceStochastic Calculus & PricingWealth & Personal FinanceIndian Markets & RegulationProfessional Practice
CalculatorComparison
Frameworks
Explore Bootcamps
Equity ResearchPortfolio ManagementMutual Fund MasteryFinancial LiteracyInvestment Banking Analyst
Private Equity AnalystHedge Funds AnalystBreaking Into VCBreaking Into QuantsAI For Finance
Financial Analyst ProgramRisk Management ProgramPrivate Wealth ManagementDebt Capital MarketsDerivatives Foundation
Explore Internships
Equity Research InternMutual Fund Intern
Portfolio Management InternFinancial Literacy Intern
Explore Micro Courses

Equity Research6

Writing an Investment ThesisBuilding a Discounted Cash FlowReading an Annual Report FastReading a Sector Before a CompanySpotting Quality of Earnings Red FlagsBuilding a Revenue Forecast From Drivers

Portfolio Management3

Rebalancing: When, Why and What It CostsStrategic and Tactical Asset AllocationMeasuring Risk in a Portfolio

Mutual Fund Mastery3

Comparing Funds Without Being FooledHow a NAV Is Struck and Which Day You GetReading a Fund Factsheet Properly

Derivatives Unlocked4

Hedging a Real ExposureThe Greeks, PracticallyFutures, the Basis and What Moves ItReading an Option Payoff

AI For Finance2

Retrieval and Grounding for FinanceDocument Extraction in Finance

Breaking Into Quants4

Backtesting a StrategyHypothesis TestingCleaning Financial DataRegression for Finance

Breaking Into VC3

Sizing a MarketReading a Term Sheet as a FounderHow a Venture Round Actually Works

Financial Analyst Program4

Common Size and Trend AnalysisReading a Cash Flow StatementRatio Analysis That Says SomethingBuilding a Working Capital Schedule

Risk Management Program2

Credit Exposure and How It Is ReducedValue at Risk and What It Hides

Investment Banking Analyst3

Precedent Transactions and Why They DifferReading a Term Sheet StructurallyBuilding a Comparable Companies Table

Private Wealth Management3

Tax Aware Portfolio DecisionsBuilding a Client Risk ProfileGoal Based Planning Arithmetic

Debt Capital Markets3

Analysing an Issuer's CreditDuration and What It Does Not Tell YouBond Pricing and Yield Mechanics

Private Equity Analyst2

Fund Waterfalls and CarryThe LBO in Structure

Hedge Funds Analyst2

Short Selling MechanicsLong Short Mechanics
Courses
Explore Career Roadmaps
Investment Banking AnalystEquity Research AnalystVC AnalystPrivate Equity AnalystHedge Funds Analyst
Quant AnalystAI For FinanceFinancial Analyst ProgramPrivate Wealth ManagementDebt Capital Markets
Risk Management ProgramDerivatives FoundationPortfolio ManagementMutual Fund Mastery
PartnershipsShowdown
Log inSign up
Behavioural Finance & Investor Decision-Making
1Foundations
The Rational InvestorJudgment Under UncertaintyPreferencesBehavioural FinanceInvestor and Market BehaviourFinancial Well-BeingBounded RationalityHeuristics and Biases
2Cognitive Biases, Emotion and Attention
Limited AttentionRepresentativenessThe Affect HeuristicAnchoring and AdjustmentEmotion and Decision QualityOverconfidence and OptimismAmbiguity and Complexity AversionAvailability and SalienceHome Bias, Local Bias…FramingThe Halo EffectHindsight BiasThe Narrative FallacyPresent Bias and Hyperbolic DiscountingBase-Rate NeglectStatus Quo Bias and the Default Effect
3Preferences and Prospect Theory
Prospect TheoryRegretThe Endowment EffectMental AccountingThe Sunk Cost FallacyLoss AversionRisk Seeking in Losses
4Social Behaviour
HerdingNarrative EconomicsFear of Missing OutGroupthinkSocial Proof
5Investment and Trading Behaviour
Excess TradingNaive DiversificationThe Disposition EffectLottery PreferencesNoise TradersPortfolio InertiaRecency Bias
6Markets and Anomalies
Mania, Panic and CapitulationMarket EfficiencyEfficient Market Hypothesis vs…Speculative BubblesReflexivityInvestor SentimentMarket AnomaliesShort-Sale ConstraintsPrice DiscoveryLimits to Arbitrage
7Decision, Research and Debiasing
The Decision JournalDebiasingChoice Architecture, Defaults and…The Pre-Mortem and Process QualityDecision Quality
8Advice, Conduct and Communication
Communication ConductSuitability and AppropriatenessChoice OverloadComplaint BehaviourRisk DisclosureVulnerable Investors

Risk Disclosure: Writing a Warning People Actually Read

Disclosure salience is whether a warning is actually noticed and understood, as distinct from whether it is present. Presence is a property of the document and salience is a property of the reading, so a complete and accurate disclosure nobody registers has discharged a formality and changed nothing about the decision it was meant to inform.

One sentence ends a great many arguments about whether somebody was warned: it was in the document. The sentence settles presence and leaves salience untouched. A warning exists in two places, and only one of them is the paper. The first place is the document, where the warning can be checked word by word. The second place is the reading, where the warning either registered or it did not. A warning that never reached a reader has produced a document and not a communication, so the second place is the one that decides the outcome.

Fair presentation runs through three routes, as communication conduct sets out: what is said, what is left out, and how prominently each sits. Prominence is the third route, and prominence decides whether the other two ever get read at all. Prominence is also the route that is easiest to satisfy on paper and hardest to satisfy in fact.

Two different things, and only the first one leaves a trace. A warning has to become both. Producing the first is entirely within one person's control. A DOCUMENT It exists once it is written, checked and handed over. THE GAP NOBODY AUDITS nothing here is recorded A COMMUNICATION It exists only once something has reached somebody. AND THE WHOLE OF THIS GUIDE LIVES IN THAT GAP everything deciding whether the second box happens is a choice made while writing the first The file records that the left box happened. Nothing in it records the right box either way.
A document and a communication are two separate achievements, and the gap between them is the only part of the sequence that leaves no record.

What is Disclosure Salience, and why does prominence decide the outcome?

Disclosure salienceWhether a warning is actually noticed and understood, not merely present. is a property of the meeting between a document and a reader. Presence can be audited alone, at a desk, with the document to hand and nobody else in the room. Salience cannot. Half of salience lives in somebody the writer has never met, reading at a speed the writer did not choose, on a day nobody knows anything about. Presence is checkable by a single person and salience is not, so the checkable one quietly becomes the standard.

The shape is not confined to finance. A hospital discharge sheet carries the instruction that matters on the reverse of its third printed side, under a heading that looks like every other heading. A rental agreement states the notice period in the same nine point type as the clause about repainting. A packet of medicine prints the interaction that could send somebody back to hospital in the smallest text on the leaflet, folded twice. In each case the information is complete, accurate and present, and in each case the person who needed it walked out without it. Nobody lied. Nobody left anything out. The failure was entirely a failure of prominence, and prominence is a design decision somebody made.

The same failure, three places nobody thinks of as finance. In every one of them the information was complete, accurate and present. Illustrative examples. A DISCHARGE SHEET The instruction that matters sits on the back of the third page. COMPLETE. AND MISSED. A RENTAL AGREEMENT The notice period is set in the same type as the repainting clause. ACCURATE. AND MISSED. A MEDICINE LEAFLET The interaction that matters is the smallest text on the fold. PRESENT. AND MISSED. Nobody lied in any of the three. Somebody decided where the sentence would sit, and that decided the rest.
Outside finance the same pattern is everywhere, which shows that the failure belongs to prominence rather than to any particular subject.
Two different properties. Only one of them can be audited alone at a desk. PRESENT: A PROPERTY OF THE DOCUMENT Is the risk stated? Is the statement accurate? Is it complete? Was it delivered to the reader? CHECKED BY ONE PERSON with the document and nothing else Yes to all four still reveals nothing about whether it worked. SALIENT: A PROPERTY OF THE READING Did the eye reach it? Did it survive the reading? Could the reader restate it after? Did it arrive before the decision? NEEDS A SECOND PERSON and cannot be settled by the writer This is the column that decides whether a decision changed. A document can score four out of four on the left and zero on the right, and it happens constantly.
Presence is audited alone with the paper to hand, while salience needs a second person doing the reading, which is why a document can satisfy every checkable test and still change nothing.

Because the left column is the one a writer controls completely, it is also the one a writer optimises. Every incentive points that way. A risk paragraph that is longer is more defensible, a caveat that covers one more case is safer, and an extra qualifying clause costs the writer nothing to add. Each of those moves improves the left column and quietly damages the right one, and nobody in the process is doing anything wrong. The failure is durable because careful people following sensible instincts produce it.

ProminenceHow likely a passage is to be read, decided by placement, length and contrast. is the lever that connects the two columns. Prominence is not a synonym for shouting. Prominence is the collection of decisions about where a passage sits, how long it is, what it is set in, and when it arrives, and each of those decisions changes the probability that a particular reader reaches a particular sentence. Salience is the outcome; prominence is the set of choices that produce it. A writer cannot control whether a reader understands, but a writer can control every one of the inputs that decide whether they get the chance to.

Try it out

What separates a warning being present from a warning being salient?

Financial Literacy Bootcamp — Fin Maverick

What does a warning that is present and unread actually look like?

Meera Sundaram, a salaried investor of 41 built for teaching, decides on her own account through Palash Advisory Services Private Limited, where Devika Rao is the adviser. The Palash decision log records 240 decisions taken by 60 investors across eight quarters, Meera among them.

One scheme document in that record runs to 46 printed sides. The risk statement sits on side 31, set in eight point type. The statement is accurate, complete and delivered. Thirty readers were asked afterwards to state the main risk in their own words. Just 7 of them could, which is 23.3 per cent. The same risk was then written out in 90 words and placed at the top of the first side, and 24 of the 30 could state it, which is 80.0 per cent. The risk did not change. The accuracy did not change. The reader did not change. Only the placement and the length changed, and the share of readers who came away knowing the main risk went from under a quarter to four in five.

The warning is present. Here is where it is present. Each bar is one page of the invented 46 page scheme document. Illustrative throughout. PAGE 31 OF 46, EIGHT POINT TYPE TOP OF PAGE 1, THE 90 WORD VERSION Same risk. Same accuracy. Different position and different length. Two thirds of the way in, in the smallest type used anywhere in the document, is a position somebody chose.
Drawn to scale across all 46 printed sides, the risk statement sits about two thirds of the way in and in the smallest type used, so its position is itself a decision rather than an accident.

Nothing about that placement is dishonest. Side 31 is where the risk section naturally falls once the document is ordered the way documents of that kind are ordered. Eight point type is what fits when the section has to sit beside everything else. Every individual decision that put the statement there was reasonable. The result is a warning that 3 readers in 4 walked past.

Readers who could state the main risk afterwards, out of 30. Invented figures. 23.3 per cent 7 of 30 readers Page 31 of 46, eight point type 80.0 per cent 24 of 30 readers Top of page 1, 90 words 0 25 50 75 100 per cent of readers who could restate the risk
Moving the identical risk from side 31 to the top of side 1 and cutting it to 90 words lifted the share of readers who could restate it from 23.3 per cent to 80.0 per cent.

Beshears and others, working on simplified fund disclosure in 2011, found the same shape in a real setting: shortening and simplifying what a person is given changes what they take away from it. The measurement in the Palash record was built for teaching, and one small illustration is never evidence that a rule works. One illustration does show the shape of the effect, and the shape is unambiguous. Two documents, both accurate, both complete, both delivered. One communicated and one did not.

Why does length work against a warning rather than for it?

Ask a writer to make a warning safer and the reliable instinct is to make it longer. The extra sentence is true and the reader can simply skip it if it does not apply, so another sentence covering another case cannot possibly make things worse. The reasoning is airtight on the left column above and false on the right one, and what defeats it is arithmetic rather than psychology.

A reader arrives with a fixed budget. Not a stated budget, not a considered one, but a real one: the amount of close attention they are going to spend on this document before they move on. Suppose, purely as an illustration and with no measurement behind it, that a particular reader will read three paragraphs closely and skim the rest. If the warning is one paragraph in a document of three, it gets read. If it is one paragraph in a document of twelve, the chance it is one of the three is a quarter. If it is one paragraph in a document of 46, the chance is under a fifteenth. The words did not weaken. The probability of reaching them did, and the writer produced that fall by adding material.

Chance any particular paragraph is one of the three read closely. Illustrative arithmetic on one stated assumption, a budget of three paragraphs. Not a measurement of anybody. 0.00 0.25 0.50 0.75 1.00 3 PARAGRAPHS: 1.00 12 PARAGRAPHS: 0.25 46 PARAGRAPHS: 0.07 1 12 24 36 48 paragraphs in the document
Under a fixed attention budget the chance that any particular paragraph is read closely falls steeply with document length, so adding material lowers the odds on every passage already there.

The curve falls fastest at the start. Most people find that steepness surprising. Going from three paragraphs to twelve costs three quarters of the probability. Going from twelve to 46 costs most of what is left, but there was not much left to lose. The damage is done early, by the first few additions that felt entirely harmless.

One action. Two consequences, pointing opposite ways. ADD ONE PARAGRAPH true, accurate, relevant COMPLETENESS RISES one more case is now covered and the document is more defensible EVERY PASSAGE GETS LESS LIKELY including the risk statement that was already there and already working Both consequences are real. Only the left one is visible to somebody reviewing the document on its own.
Adding a true paragraph raises completeness and lowers the reading odds on every passage already present, and only the first of those two effects is visible to a desk review.

None of this is an argument for leaving things out. Completeness and salience are both real properties and a document has to carry both, so the writer is managing a genuine trade rather than choosing between a good option and a bad one. The trade rules out one comfortable belief, that more is free. More is not free. Every addition is paid for by every sentence already in the document, and the risk statement pays the same rate as everything else.

Try it out

Does adding more disclosure disclose more?

How does the unit a risk is expressed in change whether it registers?

Take one fact out of the invented record and hold it completely still. Meera Sundaram carries Rs 1,80,000/- of card borrowing at 36.0 per cent a year, and her monthly outgo is Rs 55,000/-. The two numbers do not move again. The unitThe form a quantity is expressed in, which changes whether it registers. the cost is stated in does move, and four ways of stating that cost are all exactly true.

Statement one
36.0 per cent
a year, on the borrowing. The form the number usually arrives in.
Statement two
Rs 64,800/-
a year, being Rs 1,80,000/- multiplied by 0.36.
Statement three
Rs 5,400/-
a month, being Rs 64,800/- divided by 12, which divides exactly.
Statement four
9.8 per cent
of monthly outgo, being Rs 5,400/- on Rs 55,000/-, which is 9.818 before rounding.

Before going any further, the honest part, and it belongs here rather than three paragraphs later. All four statements are equally true, and choosing between them is a choice about how a fact will land. Communication conduct establishes that there is no neutral frame, and there is no neutral unit either, so a writer who picks the most striking of the four has not escaped the choice by picking the most effective one. The unit is a decision the writer makes on the reader's behalf, and the only defence of it is that it serves the reader's understanding rather than the writer's purpose. Everything below describes how the four differ. None of it says the fourth is the right one.

The stepThe workingWhat it comes to
The borrowing itselfthe balance carried, unchanged throughoutRs 1,80,000/-
Stated as a ratethe cost per year for each rupee carried36.0 per cent
Stated as money a yearRs 1,80,000/- multiplied by 0.36Rs 64,800/-
Stated as money a monthRs 64,800/- divided by 12, with no remainderRs 5,400/-
Stated against monthly outgoRs 5,400/- on Rs 55,000/-, being 9.818 per cent9.8 per cent
One borrowing. Four true statements. Four different demands on the reader. AS AN ANNUAL RATE 36.0 per cent a year THE READER MUST SUPPLY the balance it applies to, then multiply AS MONEY A YEAR Rs 64,800/- a year THE READER MUST SUPPLY a period they actually think in AS MONEY A MONTH Rs 5,400/- a month THE READER MUST SUPPLY nothing at all AS A SHARE OF MONTHLY OUTGO 9.8 per cent of outgo THE READER MUST SUPPLY nothing, and it lands beside a known number All four describe Rs 1,80,000/- at 36.0 per cent a year. None of the four is marked as the correct one.
The four statements describe one borrowing and differ only in how much arithmetic each leaves for the reader to finish before the number means anything.

Now the part that makes the unit matter. A rate is not a quantity, so a percentage rate is the least demanding thing to write and the most demanding thing to read. Thirty six per cent of nothing is nothing. Before the number can mean anything at all, the reader has to hold the balance in mind, multiply, and then place the answer against something they care about. Three operations, performed silently, by somebody who is reading a document rather than sitting an examination. Most readers do not perform them, and the statement therefore passes through without leaving a quantity behind.

A rate is not a quantity. A monthly amount is. 36.0 per cent of what balance? nothing here answers that, so nothing lands Monthly outgo Rs 55,000/- Rs 5,400/- a month, being 9.8 per cent of it The slice is drawn to scale at 9.8 per cent of the bar. Invented figures, illustrative only.
Stated alone a rate leaves an empty space where the quantity should be, while the monthly amount draws as a visible slice of something the reader already tracks.

Bertrand and Morse, in Information Disclosure, Cognitive Biases, and Payday Borrowing in the Journal of Finance in 2011, tested exactly this move in a real borrowing setting. Expressing the cost of borrowing in money rather than as a rate changed what people did. The finding is why the unit question is central rather than a matter of style. The unit is not presentation. The unit is part of what was communicated.

Try it out

Which lands harder on a reader, 36.0 per cent a year or Rs 5,400/- a month, and why?

There is no neutral unit. Somebody picked one. ONE FACT Rs 1,80,000/- at 36.0 per cent 36.0 per cent equally true Rs 64,800/- equally true Rs 5,400/- equally true 9.8 per cent equally true THE CHOICE IS THE WRITER'S, AND IT IS NOT A NEUTRAL ONE The test is not which is most striking. It is whose understanding the choice was made to serve.
Because all four statements are equally true, picking one is a framing decision the writer has to be able to justify by whose understanding it serves.
Portfolio Management Bootcamp — Fin Maverick

What happens to one fact when the unit it is stated in changes?

Set out in a list the four statements read flat, and flatness is exactly what a list does to them. The control below moves one thing and one thing only: the unit. Behind it, Rs 1,80,000/- at 36.0 per cent a year sits completely still. The statement changes, the arithmetic the reader is left holding changes, and the borrowing does not move at all.

Try it out

Before the unit is switched: do the underlying figures change between the settings?

The four also stand in static form, and here they are: 36.0 per cent a year; Rs 64,800/- a year, being Rs 1,80,000/- multiplied by 0.36; Rs 5,400/- a month, being Rs 64,800/- divided by 12, which divides exactly with no remainder; and 9.8 per cent of monthly outgo, being Rs 5,400/- on Rs 55,000/-, which is 9.818 per cent before rounding. Rs 64,800/- on Rs 6,60,000/- of yearly outgo is the identical 9.8 per cent, so the same share appears in the annual form too. All four are equally true and choosing among them is a framing choice.

Play with it

Restate one borrowing four ways and watch what the reader is left holding

One variable moves: the unit. The borrowing is fixed at Rs 1,80,000/- carrying 36.0 per cent a year, and the monthly outgo it sits beside is fixed at Rs 55,000/-. Nothing else changes at any setting.

1. annual rate2. money a year3. money a month4. share of outgo
The same borrowing, restated. Rs 1,80,000/- at 36.0 per cent a year, fixed. All four settings are equally true. None of them is marked as the correct one. 36.0 per cent a year the rate as it is usually quoted, before any balance is applied to it WHAT THE READER MUST STILL DO BEFORE IT MEANS ANYTHING NOTHING the number already arrives in a form the reader uses 1. RECALL THE BALANCE Rs 1,80,000/- 2. MULTIPLY BY 0.36 to reach money a year 3. DIVIDE INTO A PERIOD they actually think in THE QUANTITY, DRAWN AGAINST WHAT IT SITS BESIDE No quantity to draw yet A rate on its own has nothing to be a share of. Meera Sundaram is invented and every figure here was made up for teaching. Interest is treated as a simple annual cost.
The unit, what moves
Annual rate
The statement
36.0 per cent
Held constant
Rs 1,80,000/-
Arithmetic left to the reader
3 steps

At the annual rate setting the borrowing is stated as 36.0 per cent a year, which leaves the reader three steps to perform before any quantity exists, and Rs 1,80,000/- never appears in the sentence at all.

Educational illustration. Meera Sundaram and her borrowing were built for teaching, and this is arithmetic rather than a comment on any real borrowing. Interest is treated as a simple annual cost so that the divisions stay legible, which is a simplification. All four forms are equally true at every setting, and none of them is presented as the one to use. Figures in whole rupees, invented throughout.

Where does a warning have to sit, and when does it have to arrive?

Placement sounds like one question and is really two, and confusing them is how careful people produce documents that fail. The first question is where the passage sits inside the thing being read. The second is where it sits in time, relative to the moment the reader stopped being open to changing their mind. Both are called placement, both are decided by the writer, and only the first one ever gets audited.

The document half is the easier of the two. A reader does not begin at the beginning and proceed evenly to the end. A reader meets a first screen, or a first printed side, and what sits there is read at a level of attention nothing later in the document will get again. Everything after that competes with a reader who has already started deciding whether this is worth their time. So the practical question is not where the risk statement sits in the running order of the sections; it is whether it is inside the part the reader was always going to look at.

The first minute of reading, which is the only minute a writer can count on. Both versions carry the identical risk. Only one of them puts it where the reader already is. MET FIRST IN THE 46 PAGE VERSION Contents, definitions, scheme summary. THE RISK IS 30 PAGES AWAY MET FIRST IN THE 90 WORD VERSION THE RISK, IN 90 WORDS The same risk, where the reader already is. NOTHING HAD TO BE FOUND Both panels describe the invented scheme document in the Palash record. Illustrative throughout.
What a reader meets in the first minute decides most of what they will ever take away, and only one of the two versions spends that minute on the risk.

TimingWhen a warning arrives relative to the decision it concerns. is the harder half. Every decision has a moment before which it is genuinely open and after which it is effectively closed. The closing moment is rarely the signature. The closing moment is usually earlier, in a conversation, when the person made up their mind and everything afterwards became administration. A warning delivered after that moment has not been read badly. The warning has been read at a point where reading it changes nothing, and that is a different failure and a worse one.

One decision, laid out in time. The same sentence does different work on each side. Illustrative sequence. The commitment point is usually earlier than the signature, and it is not recorded anywhere. A WARNING HERE CAN CHANGE THE DECISION the reading still has somewhere to go A WARNING HERE IS A RECORD ONLY the decision has already been made THE CONVERSATION the case is put A VIEW FORMS quietly, and early THE PAPERWORK signature and filing THE OUTCOME what actually happens THE COMMITMENT POINT The document is usually handed over in the third box. The mind was usually made up in the second. Meera Sundaram and every stage drawn here are invented for teaching.
The commitment point sits earlier than the signature, so a warning handed over with the paperwork can be complete, accurate and delivered while arriving too late to do anything.

Take 12 October in the invented record. Meera Sundaram sells Suvarna Chemicals Limited whole at Rs 4,60,000/-, booking Rs 60,000/- on a cost of Rs 4,00,000/-, and keeps Kesari Logistics Limited, then showing a loss of Rs 1,05,000/- against its Rs 3,00,000/- cost, saying she will sell it when it returns to what she paid. Suppose a warning about holding a position because of its purchase price had been in her hands. If it reached her while she was still weighing the two, it had somewhere to land. If it reached her in the confirmation afterwards, it was a sentence about a decision that was already made. The identical words are a warning in one position and a receipt in the other, and only the clock decides which.

Timing is the hardest of the four levers to satisfy honestly. Position in a document can be checked by looking at the document. Length can be counted. The unit can be read off the document. But whether a warning arrived while the reader was still open requires knowing something about the reader that no file records. Arrival time therefore sits in the right hand column above, a property of the reading and not of the paper.

How to Review Risk Disclosure for Salience: what is asked, and in what order?

Everything so far has been description. A review that is not in a fixed order becomes an impression, and an impression is exactly what a long careful document is best at defeating, so the description now turns into five questions asked in a fixed order. The order below is not sacred, but having an order is, and the reason is that each question is easy to answer honestly on its own and very easy to skip once a view about the document as a whole has formed.

Five questions, asked in this order, about the reading rather than about the text. None of the five asks whether the wording is accurate, because accuracy is a separate review and it is already done. 1. WHERE DOES IT SIT? in the running order, and on the first thing the reader is actually shown POSITION 2. HOW LONG IS THE DOCUMENT AROUND IT? because every other passage is competing for the same fixed attention LENGTH 3. WHAT UNIT IS THE RISK IN? and how many silent operations sit between that unit and a quantity UNIT 4. WHEN DOES IT ARRIVE? before the reader closed the question, or after it, with the paperwork TIMING 5. CAN THE READER SAY IT BACK? the only one of the five that needs a second person, and the only real test EVIDENCE Questions one to four are cheap and predict. Question five is expensive and settles.
The five questions run from cheapest to most costly, and only the last one gives evidence rather than a prediction about whether the warning was received.

Question one asks where it sits, in two senses at once: where in the running order of sections, and whether any part of it appears in the first thing the reader is shown. A risk section that begins on side 31 answers the first sense reasonably and the second sense with a flat no. The earlier arithmetic applies to the whole document and not to the risk section alone, so question two asks how long the surrounding document is. Forty six printed sides is not a criticism of the risk statement. Forty six sides is a statement about the odds facing every passage in the document, and the risk statement is one of them.

Question three asks what unit the risk is expressed in, and how many silent operations stand between that unit and a quantity the reader can place beside something they already track. Question four asks when it arrives, and that question has the fewest documentary answers and the largest consequences. Question five asks whether a reader who has been through it can say the main risk back in their own words, and it is the only one of the five that produces evidence rather than a forecast. The first four questions predict and the fifth measures. The first four are therefore done routinely and the fifth almost never is.

The same document, interrogated two different ways. A document can answer every question on the left and none of the ones on the right. QUESTIONS ABOUT THE TEXT Is every sentence accurate? Is anything material left out? Was it handed over? Is the copy on the file? ANSWERABLE ALONE, AT A DESK QUESTIONS ABOUT THE READING Was it reached at all? Was it in a usable unit? Did it arrive in time? Can it be said back? NEEDS SOMEBODY WHO READ IT Only the right hand column carries any information about whether a decision was informed.
Four desk questions can all be answered yes while all four reading questions are answered no, and that combination is the exact condition a salience review exists to catch.

Run the five over the two versions of the invented scheme document and the difference stops being a matter of taste. The 46 side version answers question one with side 31, question two with 46 sides, question three with a description carrying no quantity, question four with the pack handed over at signature, and question five with 7 of 30, or 23.3 per cent. The 90 word version answers with the top of side 1, ninety words, a form the reader can place, before the conversation, and 24 of 30, or 80.0 per cent. Four of the five answers were changed by the writer, and the fifth changed on its own.

The five questions run over both versions of the identical risk. Invented scheme document from the Palash record. The last row is the measured one; the four above it are described. THE 46 PAGE VERSION THE 90 WORD VERSION 1. Where does it sit? page 31 of 46 top of page 1 2. How long around it? 46 pages 90 words 3. What unit is it in? no quantity attached one a reader can place 4. When does it arrive? with the pack before the talk 5. Can it be said back? 7 of 30, 23.3 per cent 24 of 30, 80.0 per cent Four answers were changed by whoever wrote it. The fifth answer changed by itself as a result.
Scored side by side, the review turns a vague sense that one document reads better into four changed inputs and one changed outcome.

Two honest limits belong here. The first is that the review says nothing about whether the disclosure is right. A beautifully placed, short, well united, early warning that is wrong is worse than a buried one that is correct, and accuracy is a separate review that has to happen anyway. The second is that questions one to four are proxies. The proxies are good, they are cheap, and they can be run on a document nobody has read yet, and that is their whole value. But they forecast the fifth answer rather than replacing it, and a writer who never once asks a real reader to say the risk back has never tested the only claim that matters.

What the review does not do, stated before anybody relies on it. LIMIT ONE: IT SAYS NOTHING ABOUT WHETHER THE WARNING IS RIGHT a well placed, short, early warning that is wrong is worse than a buried one that is correct, and accuracy is a separate review that has to happen anyway LIMIT TWO: FOUR OF THE FIVE QUESTIONS ARE PROXIES questions one to four forecast the fifth answer rather than replacing it, which is exactly what makes them cheap enough to run on a document nobody has read yet A writer who never asks a real reader to say the risk back has never tested the only claim that matters.
Naming the two limits keeps the review from being mistaken for a check on whether the warning itself is correct.
Try it out

Which of these is a salience question rather than a desk question about the text?

Private Wealth Management Bootcamp — Fin Maverick

Can disclosing a conflict make things worse?

Everything up to this point has been about making a warning land harder, and the natural conclusion is that a warning which lands is always an improvement on one that does not. For most warnings that holds. For one particular kind it does not, and the exception is documented well enough that leaving it out would be comfortable and wrong.

The kind is a warning about the person giving the advice. Not a warning about a holding, or a market, or a risk in the world, but a sentence to the effect that the adviser is paid more if the client takes this. The expectation is straightforward and almost everybody shares it. The listener hears the sentence, marks the advice down accordingly, and ends up better placed than a listener who never heard it. Nothing about that chain looks doubtful when it is written out.

Notice what that sentence does to the room before anybody has acted on it at all.

One sentence crosses the table, and something crosses with it. Invented illustration of a conversation, not a description of any real meeting. THE ADVISER Knows the conflict. Says it out loud. Feels it dealt with. THE LISTENER Now knows it too. Cannot visibly doubt somebody being frank. THE SENTENCE, SPOKEN PLAINLY AND WITH IT, THE RESPONSIBILITY ON THIS SIDE, A FEELING OF BEING DONE the hard part is over, so the advice can lean ON THAT SIDE, A COST TO DOUBTING discounting now feels like an accusation Neither effect requires anybody to behave badly, which is what makes the result so awkward.
The honest sentence hands responsibility across the table, leaving a licence on one side and a cost to doubting on the other.
The chain everybody expects, and the chain the studies describe. WHAT A DISCLOSURE IS EXPECTED TO DO THE CONFLICT IS TOLD the adviser says it plainly THE LISTENER DISCOUNTS and adjusts the advice down THE LISTENER GAINS which is the expectation WHAT THE STUDIES FOUND CAN HAPPEN INSTEAD THE CONFLICT IS TOLD the same plain sentence THE ADVISER SLANTS MORE feeling absolved THE LISTENER LEANS IN unable to seem doubting THE LISTENER LOSES worse off than with silence Both chains begin with the identical sentence honestly spoken. The difference is entirely in what it sets off.
The same honest sentence begins both chains, so the second outcome is produced by how the disclosure is received rather than by anybody concealing anything.

Loewenstein, Cain and Sah reported in The Limits of Transparency, in the American Economic Review in 2011, that disclosing a conflict of interest can leave the person advised worse off than no disclosure at all. The earlier experimental work by Cain, Loewenstein and Moore, in the Journal of Legal Studies in 2005, set out the same uncomfortable direction. The finding is not that disclosure sometimes fails to help; it is that it can actively hurt the person it was meant to protect. That is a much stronger statement, and the effect has a name: this is the backfireA disclosure leaving the person advised worse off than none would have. result, and it is why this section belongs in a treatment otherwise given over to making warnings land.

Try it out

What did Loewenstein, Cain and Sah report about disclosing a conflict of interest?

What are the two mechanisms behind the backfire, and does either need the other?

Two separate things produce the result, they sit on opposite sides of the conversation, and each of them is enough on its own. A reader who fuses the two into one story will conclude that fixing either half fixes the problem, and that is not what the structure says, so keeping the two apart matters.

The first is moral licensingFeeling absolved by having disclosed, and acting worse as a result., and it sits on the adviser's side. Having said the difficult sentence out loud, the adviser feels the difficult part is done. Responsibility has been handed across the table: the listener now knows, so whatever the listener does with the knowledge is the listener's affair. The natural consequence is that the advice given afterwards leans further in the adviser's own direction than it would have if the sentence had never been said. Nobody experiences this as dishonesty. Licensing feels like having been straight, and then being free.

The second is social pressureFeeling unable to discount advice after the adviser has been candid., and it sits on the listener's side. The adviser has just been candid about their own interest, at a cost to themselves, in a room where the two of them have to keep talking. Marking that advice down now is not a private arithmetic operation. Marking it down is a visible act with a meaning: the listener thinks a person who has just been honest is going to mislead them anyway. Most people will not do that, and the result is that they follow the advice more closely rather than less. Everyday life is full of the same shape. A shopkeeper who says frankly that the cheaper item is his own brand has made it socially harder, not easier, for the customer to walk out with the other one.

Two channels out of one sentence, and they do not depend on each other. ONE HONEST SENTENCE the conflict is disclosed in plain words CHANNEL ONE: MORAL LICENSING on the adviser, who now feels absolved and leans further than they otherwise would CHANNEL TWO: SOCIAL PRESSURE on the listener, who cannot discount candid advice without seeming to accuse THE LISTENER ENDS UP WORSE OFF and either channel alone gets there Cutting one arrow leaves the other one intact, which is what independent sufficiency means in practice.
Drawn as two branches from one sentence, the mechanisms show that closing either channel leaves the other one running on its own.
Either mechanism alone is enough, which is what the grid is for. Three of the four cells leave the listener worse off than if nothing had been said. SOCIAL PRESSURE PRESENT SOCIAL PRESSURE ABSENT MORAL LICENSING PRESENT MORAL LICENSING ABSENT BOTH PUSH The listener is worse off than with no disclosure. LICENSING ALONE Still worse off. The second mechanism is not needed. PRESSURE ALONE Still worse off. The first mechanism is not needed. NEITHER RUNS The disclosure does what it was meant to do. Removing one mechanism moves the case into another shaded cell rather than out of the shading.
Because either mechanism alone lands in a shaded cell, removing one of the two moves the case sideways rather than fixing it.

The grid argues something easy to skim past, so read it slowly. If only one cell were shaded, the two mechanisms would be a pair of conditions that had to coincide, and a practice could break the pairing. Three cells are shaded. Each mechanism is independently sufficient, so removing one of them relocates the problem rather than solving it, and the two together simply compound what either would have done alone. An adviser trained out of feeling absolved still faces a listener who cannot comfortably discount. A listener coached to discount freely still faces an adviser who has handed over responsibility.

Try it out

Which statement correctly describes the relationship between the two mechanisms?

The failure: taking the result as an argument against disclosure

The failure worth naming is not a drafting mistake. The failure is the inference a reader makes on the way out. Disclosure can backfire, therefore disclose less. The inference does not follow, and the reasons are worth stating out loud rather than left for the shape of a section to imply.

The result is an argument that disclosure is not a remedy for a conflict, not an argument that disclosure is harmful. Announcing a conflict does not neutralise it, does not transfer it, and does not convert compromised advice into sound advice. A disclosure is information, and its effect depends entirely on how it is received, exactly as with every other warning. A conflict that genuinely changes what somebody is told is dealt with by not having the conflict. Where it genuinely cannot be removed, telling the person is not thereby made useless. Telling is made insufficient, and whether it actually lands becomes the live question rather than the closed one.

Financial Analyst Program Bootcamp — Fin Maverick Reading an Annual Report Fast — free micro-course from Fin Maverick

What does the backfire result not say about disclosure?

The wrong inference is shorter and therefore travels further, so the two are worth setting beside each other in plain words. The refused inference and the supported one begin from the identical evidence and end in opposite places, and the difference between them is whether disclosure is being treated as a cure or as a message.

Same evidence. Two conclusions, and only one of them follows from it. The refused conclusion is shorter and easier to repeat, which is why it needs naming out loud. THE REFUSED INFERENCE Disclosure can make matters worse, so say less about a conflict, or say nothing. THIS DOES NOT FOLLOW. Silence removes the information and leaves the conflict standing. WHAT THE RESULT SUPPORTS Disclosure is information and not a remedy. Its effect turns on how it is received. SO THE ORDER MATTERS. A conflict that matters is met by removing it, not by announcing it. Neither panel is a statement about what anybody is required to do. That is set elsewhere and confirmed there.
The refused inference and the supported one start from identical evidence, and they part company over whether disclosure is treated as a cure or as a message.

There is an ordering hiding inside the supported conclusion, and it is about conduct rather than about anybody's money. Where a conflict can be removed, removing it settles what a disclosure only raises. Where it genuinely cannot be, the disclosure carries all the weight, and everything set out earlier about position, length, unit and arrival time becomes the difference between a sentence that was said and a sentence that was received. A warning that merely gets spoken now has a documented way of making things worse, so the backfire result raises the standard a disclosure has to meet rather than lowering its value.

What the finding implies about the ordering. This is about conduct, not about anybody's money. FIRST, THE CONFLICT ITSELF a conflict that changes what somebody is told is answered by not having it in the first place SECOND, WHERE IT CANNOT BE REMOVED, THE TELLING which is information passed across, and the whole question is whether information lands NEVER, THE TELLING IN PLACE OF THE REMOVING because the studies describe exactly that substitution leaving the listener worse off than silence No requirement is stated here. What any rule requires is set by the regulator and confirmed with it.
The finding implies an ordering rather than a retreat, and the failure case is announcing a conflict as a substitute for dealing with it.
Try it out

What does the backfire result imply about a conflict that genuinely matters?

Hypothesis Testing teaches you to run a test, say what it can and cannot support, and recognise a manufactured result.

What follows for anybody writing a warning?

Four things follow, and the first three are craft. Put the risk where the reader already is rather than where the section order puts it. Keep the surrounding document short enough that the risk is not competing with forty five printed sides of true and irrelevant material. Express the quantity in a form that arrives finished, with nothing left to be multiplied silently before it means anything. Deliver it before the reader has closed the question rather than with the paperwork that follows.

Each craft move answers one of the review questions, and one question answers to nobody. THE MOVE A WRITER CAN MAKE WHICH QUESTION IT ANSWERS Put the risk where the reader already is 1. WHERE DOES IT SIT? Keep the document around it short 2. HOW LONG AROUND IT? State the cost as a finished quantity 3. WHAT UNIT IS IT IN? Hand it over before the question closes 4. WHEN DOES IT ARRIVE? 5. CAN THE READER SAY IT BACK? no move a writer can make reaches this one, which is why it is the test and not a lever The four moves change the inputs. The fifth answer is what those changed inputs are for.
Mapping the four moves onto the review questions shows that a writer controls four inputs and none of the evidence.

The fourth is not craft, and it is the one that will not go away. There is no neutral unit. Rs 5,400/- a month is not the true version of 36.0 per cent a year; it is another true version, chosen because of what it does to a reader. A writer who reaches for the most striking of four equally accurate statements has made a choice on somebody else's behalf, and the only defence of that choice is the one they would be willing to say out loud to the reader. If the reason the unit was picked cannot be stated to the person reading it without embarrassment, it was picked for the writer.

The unit is a choice, so here is the test the choice has to pass. 1. PICK THE UNIT there are four true ones here and not a neutral one among them 2. NAME WHOSE UNDERSTANDING IT SERVES the reader who has to decide, or the writer who has to point at it later 3. SAY THE REASON OUT LOUD if it cannot be said to the reader without embarrassment, it is the wrong unit 4. SHOW THE ARITHMETIC BESIDE IT so the reader can reach the other three forms without having to trust the writer Step four is the one that keeps a salient unit from becoming a persuasive one.
Showing the working beside the chosen unit is what separates a warning made easier to receive from a number picked for its effect.

Step four is doing more work than it looks. A reader given Rs 5,400/- a month and nothing else has been handed a conclusion. A reader given Rs 5,400/- a month together with Rs 1,80,000/- at 36.0 per cent, the multiplication and the division by 12, has been handed the conclusion and the route to every other form of it. The second reader can check the writer. Showing the working is the difference between choosing a unit to make a fact receivable and choosing one to make it persuasive, and the difference is visible in the document rather than taken on trust.

Try it out

Is picking the most striking of four equally true statements automatically the right thing to do?

How this is actually used, by three different people

The five questions are the same five whoever is holding them, but what each person does next is different, and that difference is worth spelling out because the review is otherwise easy to file as an abstraction.

By the time there are 46 printed sides, the position of side 31 has already been decided by everything else, so somebody drafting a warning uses the review before the document exists rather than after. The practical move is to draft the risk first, in the shortest form that is still accurate, and then let the rest of the document grow around it, checking at the end where it ended up. Somebody reviewing a document that already exists cannot do that. They run the five questions in order and answer them about the reading rather than the text. Answering about the reading mostly means resisting the pull of the four desk questions that are so much easier to answer. Somebody simply reading a document for their own decision uses the review in one direction only: convert whatever rate is in front of them into money over a period they think in, and then ask what the document did not put on its first printed side.

One review, three people, three different next moves. SOMEBODY WRITING ONE Draft the risk first, in the shortest accurate form there is. Let the document grow around it, then look at where it ended up. BEFORE, NOT AFTER SOMEBODY REVIEWING ONE Run the five in order and answer each one about the reading. Resist the four desk questions, which are far easier to answer. IN ORDER, EVERY TIME SOMEBODY READING ONE Turn any rate into money over a period they think in. Then ask what was not put on the page shown first. ONE DIRECTION ONLY None of the three is a statement about what any person is required to do. Requirements are set elsewhere.
The same five questions serve a writer before the document exists, a reviewer once it does, and a reader who only needs the conversion.

Set on one frame, the whole subject comes down to four levers and one refusal.

The four levers, the one refusal, and the test that settles it. POSITION where it sits, and whether the first screen carries it LENGTH how much true and irrelevant material competes with it UNIT how many silent steps stand between it and a quantity TIMING whether it arrived before the reader closed the question AND THE ONE THING NO LEVER CAN DO turn a disclosure into a remedy for a conflict, which is met by removing the conflict instead AND THE ONE TEST THAT SETTLES IT whether a reader who has been through it can say the main risk back in their own words Four inputs a writer controls, one thing none of them reaches, and one outcome that decides the matter.
The subject reduces to four levers a writer controls, one thing no lever reaches, and one test that settles whether the warning was received.
Where the requirement itself lives

Where the requirements are set

The Securities and Exchange Board of India sets what a risk disclosure must contain, how prominent it must be, in what type it must be set and when it must be given, and sebi.gov.in carries the current text of those requirements. The Association of Mutual Funds in India at amfiindia.com carries investor facing practice for schemes, and the International Organization of Securities Commissions (IOSCO) at iosco.org publishes principles on the conduct owed to retail investors.

Prominence decides whether a warning works, and no amount of prominence decides whether the warning is correct. The scheme document, the 30 readers, the decision log and the Rs 1,80,000/- carried at 36.0 per cent are teaching arithmetic rather than a reading of any market, and one illustration is never evidence that a practice works. The requirements themselves sit with the regulator and are read there.

Sources

SourceDocumentSite
Marianne Bertrand and Adair MorseInformation Disclosure, Cognitive Biases, and Payday Borrowing, Journal of Finance, 2011, for the effect of stating a borrowing cost in money instead of as a ratenber.org
John Beshears and co-authorsthe 2011 work on simplified scheme disclosure and what a reader retains from a shortened documentnber.org
George Loewenstein, Daylian Cain and Sunita SahThe Limits of Transparency, American Economic Review, 2011, for the result that disclosing a conflict can leave the listener worse offssrn.com
Daylian Cain, George Loewenstein and Don Moorethe 2005 experimental paper in the Journal of Legal Studies that established the direction of the same resultssrn.com
Securities and Exchange Board of Indiathe requirements applying to disclosure by registered intermediaries, which are set there and confirmed theresebi.gov.in
Association of Mutual Funds in Indiainvestor facing communication practice for schemesamfiindia.com
International Organization of Securities Commissionspublished principles on the conduct owed to retail investorsiosco.org

Meera Sundaram, Devika Rao, Palash Advisory Services Private Limited, the Palash decision log, Suvarna Chemicals Limited and Kesari Logistics Limited are invented.
Educational material. Not advice on any investment, tax, budget or market position.

Covered in this topic

Subtopics

Disclosure SalienceHow to Review Risk Disclosure for Salience
← PreviousNext →
Fin Maverick Micro CoursesExplore Micro Courses
Fin Maverick BootcampsExplore Bootcamps
Fin Maverick

Finance education that ends in a job, not a certificate that gathers dust. Built for young India.

LEARN
CalculatorsFrameworksComparisonsCareersShowdown
RESOURCES
All CoursesMicro CoursesBootcampsInternships
COMPANY
AboutJob openingPartnership
LEGAL
Privacy PolicyTerms & ConditionsContent LicenseReturn & Refund Policy
© 2026 FIN MAVERICK / BUILT FOR INDIA.DO FINANCE, DO NOT JUST READ ABOUT IT.