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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
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6Markets and Anomalies
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Narrative Economics: What a Story Adds to a Price

Narrative economics studies how accounts of the world spread through a population and what they do once enough people hold them. A story is not decoration on a decision. A story is what travels, and it travels on its own properties rather than on whether it is true. The premium it adds is measurable, and it decays.

All of it rests on taking contagionSpreading from person to person at some rate, with some rate of stopping. seriously as a shape rather than as a figure of speech. An account has a rate at which it passes between people and a rate at which people stop bothering to repeat it. The two rates govern how far an account gets and how long it lasts, and neither of them has any input for whether the account is correct. Everything else follows from those two rates, including the uncomfortable part about decay.

What is narrative economics, and what is it not?

Robert Shiller set the field out in Narrative Economics, published in the American Economic Review in 2017. The proposal was blunter than it sounds. Economics already had events, and it already had measurements of what people did. The missing object was the account itself, counted the way an event is counted: the sentence people say to each other about why something is happening, treated as a thing with its own life, its own rate of travel and its own death.

The clearest starting point lies away from money entirely. A single school in a town gets a reputation for being strict. The origin is usually one incident several years old, and almost nobody repeating the reputation was present for it. The incident is one object. The sentence "that school is strict" is a different object, and it has properties the incident does not have: it is four words long, it fits into a conversation at a bus stop, and somebody can pass it on without knowing a single fact about the school. Narrative economics is the study of the second object.

Narrative economics is not the claim that people are moved by stories, a claim neither new nor measurable. Everybody already agrees that stories move people. The move this field makes is to stop treating the story as commentary attached to a decision and start treating it as the unit that spreads, with a count attached: how many people hold it now, how many held it last quarter, and what the rate of change between those two numbers is. Once that count exists there is a measurement, and a measurement is what separates a field from an observation.

The object of study is the account, not the event. THE THING WHAT THIS SUBJECT MEASURES THE EVENT something that happened, or did not nothing. Other subjects count events. THE ACCOUNT the sentence people pass on how short it is, whether a person is in it, whether it survives a bad retelling WHO IS REPEATING IT a count, taken again each quarter the share still saying it, and the rate at which that share is changing The two green rows can be counted. The white row at the top is somebody else's subject.
Only the lower two rows are counted here, so an event and the sentence people pass around about it are separate objects with separate measurements.

The three counts are the whole measurement, and they are unglamorous. In the invented spread used from here on, four of the sixty people were repeating the account at step seven and two of them at step eight, a fall of 50.0 per cent in a single step. A reading looks like nothing more than that.

The measurement is three numbers, and any of them can be taken today. HOLDERS AT STEP SEVEN 4 HOLDERS AT STEP EIGHT 2 THE RATE OF CHANGE -50.0% Counts from the invented spread among 60 people. Two out of four is a fall of 50.0 per cent.
Three plain counts turn an impression that something is fading into a reading that can be written down and compared next quarter.
Try it out

Is narrative economics the study of stories as decoration on decisions?

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What two rates govern how far an account gets?

The shape is borrowed openly. Epidemiologists describe something spreading with two numbers: how often a person carrying it passes it to somebody who has not got it yet, and how often a person carrying it stops carrying it. An account behaves the same way. Somebody repeats it at dinner and two people who had not heard it now hold it. Somebody else who has been repeating it for three months gets bored and stops. Passing on and stopping run against each other, and the contest between them gives the whole life of an account, from the first telling to the last.

Three regimes fall out of the arithmetic, and only three. Where passing on runs faster than stopping, the count of people repeating it climbs. Where the two run level, the count sits still. Where stopping runs faster, the count falls. Whether the account is correct is not an input to either rate, so an account can climb through all three regimes without a single person ever checking anything.

Three regimes fall out of two rates, and there is no fourth. PASSING ON BEATS STOPPING it grows THE TWO RUN LEVEL it holds still STOPPING BEATS PASSING ON it fades Illustrative counts, all drawn to one scale of three pixels per person. Truth is not an input to either rate.
Which of the two rates is larger decides the whole shape, and none of the three panels asks anything about content.

Here is the part that catches people out. The passing-on rate depends on how many people are still susceptibleAble to pick something up because they have not encountered it yet. Once nearly everybody has heard an account, there is almost nobody left to pass it to., and that pool shrinks as the account spreads. Early on, almost everybody a repeater meets is new to it. Late on, almost everybody has heard it already, so the same amount of talking produces almost no new holders. Meanwhile the stopping rate keeps working through the people who already hold it. The count therefore turns over and starts falling on its own, with nobody arguing against anything.

Count the same sixty people three times and the drain becomes visible. After the first step, 12 are repeating it, 3 have already dropped it and 45 have not heard it at all. After the third, 26 are repeating it, 19 have dropped it and only 15 are left to reach. After the eighth, 2 are still repeating it, 57 have dropped it and 1 never heard it. The pool of people who could still be told is what runs out first, and its emptying is what turns the curve over.

Sixty people, counted three times. Watch the grey squares disappear. AFTER STEP ONE AFTER STEP THREE AFTER STEP EIGHT 12 3 45 26 19 15 2 57 1 repeating it dropped it has not heard it An invented spread among 60 people. Each grid holds exactly 60 squares and every square is one person.
By the third count only fifteen people are left who could still be told, which is what makes the following steps shrink rather than grow.

Work it through on an invented spread among the 60 people in the Palash decision log. Six of them hold the account at the start. In the first step nine more pick it up and three drop it, so twelve hold it. In the next step fourteen pick it up and six drop it, so twenty hold it. By the third step it reaches twenty six, and that is the top. From the fourth step onward the pool of people who have not heard it has almost run dry, so more people drop it in each step than pick it up. Fifty nine of the sixty ever repeat it at some point; fifty seven of them stop; two are still repeating it at the end.

Two rates, run against each other, produce the whole life of an account. PEOPLE REPEATING IT 0 10 20 26 people, the top 0 1 2 3 4 5 6 7 8 9 14 16 10 3 1 0 0 3 6 10 13 12 7 4 2 from here on, more stop than start started repeating it stopped repeating it An invented spread among 60 people. The steps are this drawing's own, not the Palash 100 quarter ends.
Starting outruns stopping for three steps and then loses to it, so the count turns over on its own once nobody new is left to tell.
Try it out

Which pair of numbers governs how far an account spreads and how long it lasts?

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What makes one account travel further than another?

Four properties do most of the work, and all four can be tested on any sentence heard three times this month. The account is short, short enough to survive being repeated by somebody with thirty seconds. A person is easier to hold in the head than a rate, so the account has a person in it rather than only a quantity. The account explains something the listener had already noticed and had no explanation for, so it lands as recognition rather than as information. And it has repeatabilityHow easily something can be passed on by somebody who does not understand it.: it can be handed on by a person who could not defend a word of it.

Repeatability decides most contests, and repeatability is worth sitting with. A sentence that has to be understood before it can be repeated has a small pool of possible carriers. A sentence that can be repeated by anybody has the whole population. Take a careful account of why a business is doing well, needing three qualifications to survive a retelling, and set it against a four word version that needs none. The careful one loses, and it loses on transmission rather than on merit.

The second list decides whether an account is right. A correct account rests on evidence anybody can go and check, says what observation would show it wrong, has survived a test that could have failed, and holds when the person telling it is replaced. No item on the travelling list implies any item on the truth list, and no item on the truth list helps an account travel. The two lists are independent of each other, and no amount of one buys any of the other.

The everyday version is a street corner. A food stall gets a reputation for the best breakfast on the road, and the reputation reaches four streets away. The reputation travelled as five words, an owner with a name, and a claim every listener could nod at. Eating the breakfast settles whether it is any good, and almost nobody four streets away has eaten it. The reputation and the breakfast are separate objects, and only one of them has salienceThe quality of standing out enough to be noticed and remembered rather than passed over. at that distance.

The invented practice record has a measurement of exactly this. The scheme document runs to 46 printed sides, with the statement of the main risk on the 31st in eight point type. Asked afterwards, 7 of 30 readers could state that risk, or 23.3 per cent. Shown the same statement compressed to 90 words and placed at the top, 24 of 30 could state it, or 80.0 per cent. Same content, same readers, same room. Only the ease of carrying the sentence out of the room changed, and that alone moved the count by more than three times.

Same statement, two placements, and the count moves by more than three times. BURIED ON PAGE 31, IN EIGHT POINT TYPE 7 of 30, being 23.3 per cent A 90 WORD VERSION PLACED AT THE TOP 24 of 30, being 80.0 per cent 240 pixels would be all 30 readers Bars are proportional. From the invented practice record; both versions carry the same statement.
Placement and length moved comprehension from seven readers to twenty four without a single word of the content changing.
Two lists of four. Nothing on the left implies anything on the right. WHAT MAKES IT TRAVEL WHAT MAKES IT TRUE short enough to repeat in one breath has a person in it, not only a quantity explains something the listener already noticed can be passed on by anybody who does not understand it rests on evidence anybody can go and check says what observation would show it wrong survived a test that could have failed holds when the person telling it is replaced An account can score four out of four on the left and nothing at all on the right.
The travelling properties and the truth properties are two independent lists, so scoring well on one predicts nothing about the other.

Watch what a chain of retellings does to a sentence that started at 27 words. The sentence does not get corrected on the way and nobody argues with it. The sentence gets shorter, and by the time it is down to 6 words it is finally light enough to go everywhere.

Every retelling is a filter, and what it filters for is length. as first said 27 words retelling one 20 words retelling two 14 words retelling three 9 words retelling four 6 words, and now it travels Word counts are an illustration. Ten pixels stands for one word in every bar, so the bars are proportional.
Nothing in the chain checks the account, and the only thing that changes across five versions is how much of it there is to carry.
Try it out

Which of these three helps an account spread further: being short, being true, or being checkable?

What is a Narrative Premium, and how is it measured?

A narrative premium is the part of a level attributable to a widely held account rather than to the cash the holdings actually produce. The premium is one subtraction. Take the level as it reads. Take the level the cash flows on their own would support. The difference is the account's contribution, and it can be written down at any moment the account is being held.

Work it on the invented Palash 100 index, an illustration throughout and never a description of any real market. The index opened at 100.0. Its highest quarter end reading is 131.0, at the Q2 quarter end. Now suppose the cash the underlying holdings produced supports a level of 113.0. The 113.0 line is made up too, and it serves as a fixed reference rather than as a valuation of anything. The premium at the peak is 131.0 less 113.0, or 18.0 points. Expressed against the line, 18.0 over 113.0 is 15.9 per cent. 18.0 points on its own is a distance and 15.9 per cent is the size of that distance against the line it sits on, so both halves of the measurement matter.

One subtraction: what the level reads, less what the cash flows carry. 100.0 110.0 120.0 130.0 113.0 18.0 131.0 the invented cash flow line, 113.0 what the account adds, 18.0 points the index at the Q2 peak, 131.0 The axis starts at the index open of 100.0. Both series are invented. 18.0 over 113.0 is 15.9 per cent.
Stacking the invented line of 113.0 under an addition of 18.0 points rebuilds the peak reading of 131.0 exactly, which is why this is arithmetic rather than interpretation.
The stepThe workingValue
The index at its highest quarter endthe Q2 quarter end reading on the invented Palash 100131.0
The invented cash flow linea fixed reference, not a valuation113.0
The premium in points131.0 less 113.018.0
The premium against the line18.0 divided by 113.015.9 per cent
The same measurement at the Q4 low104.0 less 113.0, so the level sits under the line9.0 below

The subtraction is not reserved for the peak. Done at every quarter end it gives a reading each time: 5.0 points above the line at Q1, 18.0 above at Q2, 1.0 point below at Q3, 9.0 below at Q4, and then 3.0, 11.0, 8.0 and 14.0 above it again. The premium is a quantity with a value at every single reading, and the peak is simply the reading where that value happened to be largest.

The same subtraction, taken at every reading rather than only at the top. +9.0 -9.0 -13.0 +5.0 +18.0 -1.0 -9.0 +3.0 +11.0 +8.0 +14.0 open Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 The red line is the invented cash flow line of 113.0 read as zero. Seven pixels is one index point.
Reading the gap at all nine points shows it above the line six times and below it three, so the peak is one value in a series rather than a special event.
Try it out

The invented index reads 131.0 at its Q2 peak and the invented cash flow line sits at 113.0. What is the premium, in points and as a share?

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Why does the premium go without anybody refuting the account?

Follow the same invented index past its peak. The Q2 quarter end reads 131.0. The Q3 quarter end reads 112.0, already 1.0 point under the 113.0 line. The Q4 quarter end reads 104.0, a full 9.0 points under it. Measured from the peak, that is a fall of 20.6 per cent, and the premium of 18.0 points did not merely disappear. The premium went past zero and out the other side.

Now ask what happened in between, and notice what did not. Nothing on the Palash decision log records anybody producing evidence against the account. There is no entry where the account was tested and failed. The log carries the amount of activity instead: turnover ran at 3.1 times its eight quarter median in the quarter ending at the peak and 0.4 times in the quarter ending at the low. The account was not defeated; it stopped being said, and the premium went with the saying rather than with any argument.

An account fading without ever being refuted is decayAn account being repeated less often, without being refuted. Nobody argues against it; people simply stop bringing it up., and decay is the hardest part of the mechanism to accept. An argument ends when one side is disproved, so every intuition says a premium ought to disappear the same way. Accounts almost never end that way. Accounts end the way the count of repeaters falls in the third regime: quarter after quarter, and nobody says anything at all. The overshoot below the line is that same absence taken one step further. A population that has just stopped repeating something does not return to the state it was in before it ever heard it.

The gap opens to 18.0 points, closes, and then goes 9.0 the other way. 100.0 110.0 120.0 130.0 131.0 at Q2, the peak 18.0 above the invented line 18.0 104.0 at Q4, the low 9.0 under the invented line 9.0 INVENTED CASH FLOW LINE, 113.0 open Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 The index and the line are both invented. The drawing stops at Q8 and carries nothing beyond it.
Shading the distance between the path and the flat line turns the premium into an area that opens, closes and then reappears on the wrong side.

The fall splits into exactly two named pieces, and naming them is what stops it being one vague slump. From 131.0, the first 18.0 points take the level back to the invented line at 113.0, and that piece is the premium going. The next 9.0 points take it to 104.0, and that piece is the overshoot. Together they are 27.0 points off 131.0, the fall of 20.6 per cent.

One fall, two named pieces: the premium, and then the overshoot. 100.0 INVENTED CASH FLOW LINE, 113.0 131.0 -18.0 -9.0 104.0 the Q2 peak the premium goes and then it overshoots the Q4 low The axis starts at 100.0 and seven pixels is one point. 27.0 points off 131.0 is 20.6 per cent.
Splitting the drop into eighteen points and then nine separates the premium disappearing from the level carrying on past the line.
Everything moved except the one thing a reader would expect. PALASH DECISION LOG, EXTRACT Q2 Q4 index level at the quarter end 131.0 104.0 against the invented line of 113.0 +18.0 -9.0 the same gap against that line 15.9% 8.0% turnover against its own median 3.1 times 0.4 times a written refutation on the file none none Every figure in this extract is invented and illustrative. 1 The level fell 20.6 per cent from the peak to the low. 2 Turnover fell to a small fraction of its median, so the talking stopped too. 3 Nothing on the file records the account losing an argument. It was dropped. The Palash 100 index, the 113.0 line and this extract are all invented and illustrative.
Four rows of the extract change between the two quarters and the fifth row reads the same both times, which is the whole point of the comparison.
Try it out

Before the control below is moved: what happens to the premium when people simply stop repeating the account?

Play with it

Move the share repeating the account and watch the premium open, close and overshoot

One variable moves: the share of the population repeating the account. One thing is held perfectly still: the invented cash flow line at 113.0, and it never responds to anything the control does. At none of them the level sits on the line. At half of them it reads 122.0. At all of them it reads 131.0, the invented Q2 peak, a premium of 18.0 points and 15.9 per cent of the line. Push the control below zero and the level runs down to 104.0, the invented Q4 low, 9.0 points under the line.

minus 50, dropped100 per cent100, everybody repeats it
The level moves with the share repeating it. The line underneath never moves. 100.0 110.0 120.0 130.0 INVENTED CASH FLOW LINE, 113.0 nobody repeats it 131.0 minus 50 0 50 100 share of the population repeating the account, per cent Both the level and the 113.0 line are invented. Below zero the population has dropped an account it used to repeat.
Share repeating it, what moves
100 per cent
The level
131.0
Held constant, the invented line
113.0
The premium in points
18.0
The premium against the line
15.9 per cent

With 100 per cent of the population repeating the account, the level reads 131.0 against the invented cash flow line of 113.0, so the narrative premium is 18.0 points, which is 15.9 per cent of the line.

Educational illustration. The invented Palash 100 index and the 113.0 cash flow line are both made up, and no real market is being described. The premium is assumed to move in proportion to the share repeating the account, a simplification chosen so that one control can show the whole range. Below zero the control shows a population dropping an account it used to repeat, and that is what the fall to 104.0 illustrates: the account going quiet, not the account being answered. None of this is a reading anybody had before the fact.

Why does an account outlive the facts that started it?

Because the account and the facts get separated at the very first retelling, and after that they travel apart. Somebody sees something and puts it into a sentence. The person who hears the sentence has the sentence and not the something, and when they pass it on they pass on what they have. By the fourth or fifth telling nobody in the chain has any access to what began it, and the account is still perfectly repeatable. The account has been repeatable all along, and repeatability is the property that got it this far.

Return to the invented spread among the 60 people. Six of them held the account at the start, and fifty nine of them ever repeated it. Fifty three people therefore acquired it entirely from other people, roughly nine in ten of everybody who ever said it. Nothing in the passing on ever consults the observation that started the account, so an account can be true when it starts, false a year later, and completely unchanged in the mouths of the people repeating it. There is no step in the chain at which the original gets rechecked, unless somebody deliberately builds one.

The pattern is an entirely ordinary one. A road has been closed for repairs and the whole neighbourhood knows to take the long way round. The repairs finish. The road opens. Six weeks later people are still taking the long way, and if asked why, they will say the road is closed, with complete confidence and no recent evidence. Nobody lied. Nobody was careless. The account outlived its facts because repeating it never depended on them.

The account passes down the chain. What started it does not. dropped here, at the very first handover TELLING 1 was there TELLING 2 heard telling 1 TELLING 3 heard telling 2 TELLING 4 heard telling 3 TELLING 5 heard telling 4 the observation nothing attached nothing attached nothing attached nothing attached 6 of the 59 people who ever repeated it began with the observation. The other 53 received a sentence, and a sentence is all they could pass on. Counts taken from the invented spread among 60 people drawn earlier in this guide.
Only the first box in the chain holds anything besides words, so nine out of ten repeaters never had access to whatever began the account.

Set the two objects side by side and the asymmetry is the whole point. The observation reached six people and was available for one step. The account reached fifty nine people and was still being said eight steps later, by which time nobody repeating it could have produced the observation even if somebody had asked.

The same two objects, measured by reach and then by duration. HOW MANY PEOPLE EVER HAD IT the observation 6 of 60 the account 59 of 60 FOR HOW LONG IT WAS AVAILABLE the observation 1 step the account 8 steps Each pair is proportional on its own scale: 240 pixels is all 60 people, and 60 pixels is one step.
Nine times as many people ended up holding the account as ever had the observation, and it lasted eight times as long.
Try it out

Why can an account go on being repeated long after the facts that started it have stopped holding?

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How can an account carrying information be told from one carrying only itself?

One question does it, and it is asked of the people repeating the account rather than of the account. The question is what observation would show this wrong. An account that carries information has an answer: something that could be looked at which, if found, would settle the matter against the account. An account carrying only itself has no answer, and the people repeating it are usually surprised the question was asked at all.

The question is the ordinary test for whether a statement is falsifiableStated so that some observation would show it wrong. A claim nothing could contradict is not making a claim about the world., applied to a shared account rather than to a scientific theory. Passing the test establishes less than it seems to. Passing it does not make the account right. Passing it makes the account the kind of thing that could be checked. A checkable account names what to go and do next, and that is a much lower bar and a far more useful one. An account nobody can attach a defeating observation to is not a weak claim about the world; it is not a claim about the world at all.

The test applies to two versions of the same sentence. A business is doing well because a new product is selling; the defeating observation is the sales, and anybody can go and find them. A business is doing well because it has momentum. Whatever happens gets folded back into the account, so no observation counts against momentum. The first version transmits something. The second transmits itself. The momentum version is shorter and never has to survive a fact, so it will travel further.

The same claim, twice. Only one of them can be checked. CARRIES SOMETHING CARRIES ONLY ITSELF THE SENTENCE doing well because a new product is selling THE SENTENCE doing well because it has momentum WHAT WOULD SHOW IT WRONG the sales, and anyone can go and find them WHAT WOULD SHOW IT WRONG nothing. Whatever happens folds straight back into it it can be checked it cannot be checked, and it travels better Both sentences are invented, and the shorter one on the right is the one that spreads.
Attaching a defeating observation to one version and nothing to the other separates them completely while leaving the claim identical.
One question, asked of the people repeating it. Two outcomes. Ask anybody repeating it: what observation would show this wrong? AN ANSWER COMES BACK NOTHING COMES BACK CARRIES INFORMATION It rules something out. It could have been wrong and was not, which is what makes it worth holding. CARRIES ONLY ITSELF It rules nothing out. No observation could count against it, so it transmits nothing at all. Passing this test does not make an account right. It makes the account checkable, which is a lower bar.
Branching on whether anybody can name a defeating observation sorts checkable accounts from unfalsifiable ones in a single step.
Try it out

Which single question separates an account carrying information from one carrying only itself?

Reading reach as evidence, and what the confusion costs

The error is treating how far an account has spread as evidence about what the account says. The two things the error confuses are not equally visible, so it is not a careless error and it is not made only by careless people. ReachHow many people hold an account. Reach measures fitness for travel and nothing else. is visible from anywhere: it can be heard, counted, felt in a room. Support is invisible unless somebody goes looking for it, and almost nobody does.

An account's reach measures its fitness for travel, and so the most widely held account in a population is frequently the most repeatable one rather than the best supported one. From inside the population only the reach is ever visible, so the two look identical.

The invented log carries one line where this lands. On 19 February an item on television names Suvarna Chemicals Limited, and Meera Sundaram adds Rs 1,00,000/- to that position the same evening, taking its cost from Rs 3,00,000/- to Rs 4,00,000/- and the whole holding to Rs 13,00,000/-. Across the cohort the pattern repeats: 41 of the 96 buys followed a media mention within three days, or 42.7 per cent, against 11.0 per cent of the eligible list being mentioned at all in a given week, a ratio of 3.9. One logged case proves nothing on its own, and neither does one ratio; both are illustrations of a shape rather than measurements of a rule.

The confusion costs the ability to be surprised. A person who reads reach as support has already concluded, so the checking step is gone, and the account will now survive every observation because none is ever collected. The cost lands not as a bad decision anybody can point at but as a decision taken for a reason that was never examined, and that kind repeats.

Count the shaded squares, then look at what was available to hear about. 96 BUYS IN THE INVENTED LOG 41 shaded, being 42.7 per cent AGAINST WHAT WAS MENTIONED AT ALL buys within three days of a mention 42.7 per cent share of the list mentioned at all 11.0 per cent 240 pixels would be 100 per cent a ratio of 3.9 Counts from the invented decision log, illustrative throughout and not a measurement of any real record.
Forty one of ninety six buys followed a mention while only about one item in nine was mentioned at all, which is the whole gap.
Reach and support ranked these two in opposite orders. TWO ACCOUNTS IN THE SAME POPULATION ACCOUNT A short, vivid, one evening of evidence reach 57 of 60 support 1 of 4 ACCOUNT B long, technical, four separate readings reach 9 of 60 support 4 of 4 Bars are proportional. A full bar of 240 pixels is the whole of either scale. Reach is the only one of these two that anybody in the population can see. Account A reads as the settled view. Account B reads as a minority opinion of no weight. The two support bars are invisible from inside. Both accounts and both scales are invented, and neither refers to anything anybody said.
Drawing reach and support on one scale shows the wider account is the thinner one, a reversal that is invisible to everybody inside the population.
Try it out

An account is held by almost everybody in a population. What does that fact measure?

An account carrying information can name what would show it wrong. See which can.

What can a person do with a shared account, and what can they not?

Devika Rao, the adviser at the invented Palash Advisory Services Private Limited, does one small thing with all of this and refuses to do a second. The small thing is a column. Beside each decision she records the account being relied on, in one sentence, and beside that the observation that would show the account wrong. Two boxes. Where the second box is empty, the decision is not blocked and nothing is forbidden; it is simply marked as resting on an account that has nothing attached to it.

The second use is a count she takes at the end of each quarter: how many decisions in the book cite the same account. The count is not about the holdings at all. The count says how much of the reasoning across many different people rests on a single sentence, a fact about the reasoning rather than about any market. A person deciding alone, with no adviser and no committee, can take the same count over their own last ten decisions in about five minutes.

The sheet itself is two columns and nothing else, and the empty cells on the right are the reason it exists at all.

Two columns. The empty cells are the only finding this sheet produces. DECISION RECORD, AS KEPT AT PALASH ADVISORY SERVICES PRIVATE LIMITED THE ACCOUNT RELIED ON WHAT WOULD SHOW IT WRONG the new road opens this year the completion notice the scheme is being wound down the notice sent to holders everybody says it is the one to hold nothing named it has been going up for a while now nothing named An invented sheet. An empty right cell blocks nothing and forbids nothing; it only gets marked.
Two of the four entries name something that could defeat them and two name nothing, which is a difference the left column alone would hide.

The invented log has something to say about whether writing it down changes the writing. Twenty of the sixty investors adopted a written checklist on 4 November. Across the last four quarters they recorded a written reason on 34 of 41 decisions, or 82.9 per cent, against 19 of 63, or 30.2 per cent, for the other forty. The comparison shows that the reasons got recorded and nothing whatever about returns. Sixty people over eight quarters cannot carry a claim about returns, and no such claim is made.

The limit on all of this is the important half. None of this produces a reason to buy anything, sell anything, wait or avoid. A premium measurable at the Q2 peak is a premium measured with the Q2 peak already in view, and the same subtraction done at the time would have needed a cash flow line nobody had. Where a duty to record the basis of a recommendation applies to a registered intermediary, that is a conduct question, and the Securities and Exchange Board of India at sebi.gov.in is where such requirements live.

Two properties, four positions, and reach reads only one of them. HOW WELL SUPPORTED, BOTTOM TO TOP short and well supported careful, technical, well supported short, vivid, nothing behind it long, and nothing behind it how easily it is repeated, left to right reach measures only this direction
Placing four accounts on two independent axes shows that the two on the right travel equally well while only one of them has anything underneath.
Ratio Analysis That Says Something — free micro-course from Fin Maverick

Where is a shared account doing genuine work?

Concluding that shared accounts are a defect would be a misreading. A shared account is how anything gets from the person who worked it out to everybody else. Nobody rebuilds arithmetic from scratch before using a receipt, and nobody re-derives what a kilogram is before buying vegetables. A population that holds the same account of how something works can coordinate without each member repeating the work, and that saving is enormous and almost entirely invisible.

The useful ones share a property. An account doing genuine work carries a defeating observation along with it, so the saving in effort does not come at the cost of the ability to notice when the account has stopped being right. A weather warning travels fast, is short, has people in it, and can be repeated by anybody, all four travelling properties at once. The warning also names what would show it wrong, and the answer is the sky. Both lists at once. Scoring on both lists at once is rare, and worth recognising when it appears rather than treating every widely held account as suspect.

One account, ticking every box on both lists at the same time. A WEATHER WARNING, SCORED ON BOTH LISTS IT TRAVELS BECAUSE IT IS CHECKABLE BECAUSE it is four words long it names people and places it explains a sky already seen anybody at all can repeat it the sky is the observation it says when it is wrong it could fail by tonight it holds without the speaker Four ticks on each side is the rare case. Most accounts score on one list only.
Scoring four on the travelling list and four on the truth list at once is what a shared account doing genuine work looks like.
Ratio Analysis That Says Something teaches you to choose ratios that answer a question rather than fill a template.

What does narrative economics leave unexplained?

Rather a lot, and being specific about it is what keeps the subject honest. The travelling properties say what helps rather than what wins, so narrative economics does not say which of several competing accounts will spread. The cash flow line a premium is measured against is exactly what nobody has at the time, so narrative economics does not give the size of a premium before the fact. Nor does it date the turn: the fall from 131.0 to 104.0 has a shape, and the shape does not carry a calendar.

And it does not hand anybody a reading of where a level currently sits against anything. Every measurement above was taken with the whole eight quarters already on the table. A premium identified after the fact is a description of what happened and not a reading anybody had available before it, and the difference between those two is the entire distance between an explanation and an instruction. The Palash 100 index and the 113.0 line are made up, and the series ends at Q8 because the invented log records nothing after it.

Three refusals on the left, and what is left over on the right. WHAT IT DOES NOT GIVE which of several accounts will be the one that actually spreads the size of a premium before the fact, because the line is missing the date the turn happens, because a shape carries no calendar All three are refusals, not gaps waiting to be filled. WHAT IT DOES GIVE a shape anybody can recognise afterwards, and one question to put to anybody who is repeating it. A description of what happened, and nothing more. Every measurement here was taken with all eight quarter ends already on the table.
Naming the three things this account of the world cannot supply is what keeps the fourth thing, the description, honest.
Copying of choices rather than of accounts is a different mechanism, set out under herding, where herd behaviour is traced to Abhijit Banerjee in the Quarterly Journal of Economics in 1992 and informational cascades to Sushil Bikhchandani, David Hirshleifer and Ivo Welch in the Journal of Political Economy in the same year. The building of a story by one person out of data they already hold is set out under the narrative fallacy, and it is a different object from an account travelling between people. Social proof, the term Robert Cialdini introduced in Influence in 1984, is set out under social proof. The closing of challenge inside a committee is set out under groupthink, following Irving Janis in Victims of Groupthink in 1972. How orders are matched, queued or settled is covered separately, and none of it is needed to say how an account spreads.

Sources

SourceDocumentSite
Robert ShillerNarrative Economics, the paper setting the field out, American Economic Review, 2017nber.org
Abhijit BanerjeeA Simple Model of Herd Behavior, Quarterly Journal of Economics, 1992ssrn.com
Sushil Bikhchandani, David Hirshleifer and Ivo Welchthe paper setting out informational cascades, Journal of Political Economy, 1992ssrn.com
Robert CialdiniInfluence, 1984, where the term social proof is introducedcited to the book itself
Irving JanisVictims of Groupthink, 1972cited to the book itself
Securities and Exchange Board of Indiaconduct and disclosure requirements applying to registered intermediariessebi.gov.in

Meera Sundaram, Devika Rao, Palash Advisory Services Private Limited, the Palash decision log, the Palash 100 index and Suvarna Chemicals Limited are invented.
Educational material. Not advice on any investment, tax, budget or market position.

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Narrative Premium
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