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
Economics, Macro & Global Markets
1Economic Fundamentals
Market StructuresDemandPrice Elasticity of DemandEconomics for FinanceSupplyMarginal CostTechnical vs Economic RecessionHow to Read the Economic Survey
2GDP, Growth and Employment
Gross Domestic ProductHow GDP Growth Feeds…ProductivityGrowth ExpectationsEmployment Growth vs Economic GrowthIndia's Growth ModelPotential GDP and the Output GapGDP vs GVAThe Types of Unemployment,…India's Demographic DividendThe Formalisation of the…
3Inflation and Prices
The Components of Indian InflationCPI, WPI and the GDP Deflator ComparedDeflation and DisinflationInflation ExpectationsInflation Pass-ThroughInflation Impact
4Business Cycles
The Business CycleDownturn and RecoveryExpansion vs RecessionSectors in Macro AnalysisStagflationConfidence SurveysCyclical and Defensive SectorsLeading, Coincident and Lagging…How Business Cycles Affect…
5Monetary Policy
Monetary PolicyThe Central BankForward GuidanceOpen Market OperationsMonetary Policy TransmissionHawkish vs Dovish Monetary PolicyHow to Read an…The Policy Rate CorridorMonetary Policy vs Fiscal PolicyHow a Repo Rate…
6International Trade
International TradeGlobalisationTrade BarriersCapital FlowsTerms of TradeTrade AgreementsTrade Balance and Trade DeficitHow Trade Barriers Reach…The IMF, World Bank and WTOManufacturing and the PLI…
7Fiscal Policy
Fiscal PolicyFiscal, Revenue and Primary…The Union BudgetHow to Read the…Fiscal ConsolidationGovernment ExpenditureGovernment RevenueHow Government Borrowing Pushes…Public DebtDirect Tax vs Indirect TaxInfrastructure-Led Growth in India
8Money, Credit and Liquidity
System Liquidity and Financial ConditionsMoney SupplyThe Money MarketHow to Read RBI…How Banks Create Money…Credit CrunchCredit GrowthThe Liquidity Adjustment Facility
9Currency and External Sector
FDI and FPIBalance of PaymentsRemittancesPurchasing Power Parity and…Foreign Exchange ReservesHow to Read India’s…The Exchange Rate and…Currency Appreciation vs DepreciationRupee Depreciation
10Commodities and Energy
The Commodity CycleGoldHow to Read Global…Supply ShocksStrategic Petroleum ReservesBrent vs WTI Crude OilHow Oil Prices Reach…
11Macro Data Records
Data RevisionsData SurpriseHow to Read GDP DataHow to Read CPI Inflation DataHow to Update a…Base EffectThe Economic CalendarEconomic IndicatorsIndex of Industrial ProductionPurchasing Managers' IndexPMI vs IIP
12Scenarios and Transmission
Macro TransmissionHow to Build Base,…How to Map Macro…How India's Macro Institutions…Macro SensitivityNowcastingForecasting HonestlyBuilding an Economic ScenarioReal ReturnHow Interest Rates Feed…How Inflation Reaches Company…How Currency Moves Split…

Expansion vs Recession: Why the Two Are Not Mirror Images

An expansion is output rising, usually for several years together, with employment following it up late and credit growing alongside. A recession is output falling, usually over a much shorter stretch, with employment following it down late as well. The two differ in direction, in length, in speed and in how the damage lands, and those differences matter more than the direction.

Underneath that sits one fact worth fixing in place before anything else. An economy is not a machine that runs forward and then runs backward through the same steps. An economy is a very large number of separate decisions to produce, to hire, to lend and to spend, and those decisions are made by different people at different speeds. When conditions improve, some of those people move quickly and most move slowly. When conditions worsen, almost everybody moves quickly at once. So the upswing and the downswing are built by the same actors behaving in genuinely different ways, and there is no reason at all to expect the two halves to be reflections of each other.

The everyday version carries most of the argument. A tiffin kitchen delivers lunch boxes to office workers. Orders grow, so the kitchen hires one extra cook, waits to see whether the orders hold, then hires another the following season, then buys a second delivery scooter on credit because the finance agent is happy to lend to a business whose order book is filling. The build up takes three years and nobody notices it happening. Then the offices nearby cut their staff and orders drop by a fifth. The two extra cooks and the scooter are not unwound over three years. A kitchen with falling orders cannot carry two extra cooks and a scooter, and everybody in the chain, the owner, the cooks and the finance agent, works that out at the same time. The two cooks and the scooter go in a fortnight. The rise was assembled slowly by many small decisions. The fall was executed quickly by a few large ones. The gap in speed is the asymmetry at issue.

An expansion is defined first on its own terms, then a recession on its own terms, and only then are the two set against each other. Every figure is worked on the Republic of Sankhya, an invented country, and every rate below is recomputed from the underlying levels rather than lifted from a table.

What is an expansion, taken entirely on its own?

An expansion is a stretch of time over which real outputThe quantity of goods and services an economy produces over a period, counted after the effect of price changes has been stripped out, so that a bigger number means more things rather than dearer things. rises period after period. The definition is complete, and it needs nothing except a series of output levels and the ability to compare each one with the one before.

Work it on Sankhya. Output in year 3 was Rs 17,47,200 crore. In year 4 it was Rs 18,52,032 crore, a rise of Rs 1,04,832 crore. Divide Rs 1,04,832 crore by Rs 17,47,200 crore and the answer is 0.06, or 6.00 per cent. In year 5 output was Rs 19,72,414 crore, a further rise of Rs 1,20,382 crore. Divide Rs 1,20,382 crore by Rs 18,52,032 crore and the answer is 0.065, or 6.50 per cent. Two consecutive rises, and the second one larger than the first in both rupees and rate.

Now the mechanism underneath those two rises. The arithmetic is a record of them rather than a cause. An expansion runs on a loop that feeds itself. Somebody spends. Somebody else has a sale. The seller then needs hours worked to meet the sale, so wages go to whoever works those hours, and that person spends. Each turn of the loop is small. The loop turning many times over many months is what an expansion is made of, and it is why an expansion has no obvious moment of beginning that anybody can point to at the time.

Employment moves inside that loop, and it moves late. Sankhya unemployment was 5.45 per cent in year 3, 4.80 per cent in year 4 and 4.20 per cent in year 5. The unemployment rateThe count of people who are looking for work but not working, divided by the labour force rather than by the population. How the labour force itself is defined and measured is a separate subject. fell by 0.65 points and then by 0.60 points, so 1.25 points came off across the two years while output rose 12.89 per cent over the same stretch. A business meets the first part of new demand with the people it already has, and hires only once the new demand has proved it will stay. So employment improved far less than output did, and it improved afterwards rather than alongside. The kitchen waits a season before the second cook.

Credit grows in an expansion, and it grows for reasons on both sides of the transaction at once. A lender looks at a stretch of rising sales and sees borrowers whose repayment looks safer than it did, so it extends more and on easier terms. A borrower looks at the same stretch and sees an investment that now looks worth making, so it asks for more. Neither side is being reckless in any obvious way. Each is responding to evidence, and the evidence is real while it lasts. The Sankhya path fixes output, jobs and prices and does not fix a credit series, so the direction of credit is the only part of it available.

Demand presses against what the economy can actually supply, so prices generally rise faster as an expansion runs on. Sankhya inflationThe rate at which the general level of prices rises over a period. How it is measured, and which index is being quoted, is a separate subject with its own set of choices. ran 5.00 per cent in year 4 and 7.00 per cent in year 5. The pattern is ordinary rather than binding, a tendency rather than a law.

An expansion on its own, on four measures, across Sankhya years 3 to 5. REPUBLIC OF SANKHYA. INVENTED AND ILLUSTRATIVE. NO RECESSION APPEARS ANYWHERE IN THIS PANEL OUTPUT, Rs CRORE YEAR 3 Rs 17,47,200 YEAR 4 Rs 18,52,032 YEAR 5 Rs 19,72,414 UP 6.00 PER CENT plus Rs 1,04,832 crore UP 6.50 PER CENT plus Rs 1,20,382 crore EMPLOYMENT, THE UNEMPLOYMENT RATE IN PER CENT 4.00 5.00 6.00 7.00 YEAR 3, 5.45 YEAR 4, 4.80 YEAR 5, 4.20 falling, but only 1.25 points while output rose 12.89 per cent CREDIT Lenders see safer borrowers, so they extend more. Borrowers see investments worth making, so they ask. Direction only. No credit figure is stated here. PRICES, PER CENT A YEAR Year 4 5.00 Year 5 7.00 Rising faster as the expansion runs on. Read the four rows downward. Output leads, employment follows late and by less, credit widens, prices firm. Republic of Sankhya, invented. Every level and rate is illustrative and refers to no real economy at any date.
Across Sankhya years 3 to 5 output rose 12.89 per cent in two steps of Rs 1,04,832 crore and Rs 1,20,382 crore, while the unemployment rate came down only 1.25 points, from 5.45 per cent to 4.20 per cent.
Try it out

Credit grows during an expansion. Which description of why is the accurate one?

Financial Analyst Program Bootcamp — Fin Maverick

What is a recession, taken entirely on its own?

A recession is a stretch of time over which real output falls. The direction is the only part of the definition everybody agrees on. Where exactly the line falls, and whether it is drawn by a mechanical rule counting consecutive falling quarters or by a considered judgement across many measures at once, is a separate question settled in its own place, and nothing below depends on which of the two answers is preferred. The falls themselves are worked below.

Work them on Sankhya. Output in year 5 was Rs 19,72,414 crore. In year 6 it was Rs 19,52,690 crore, a fall of Rs 19,724 crore. Divide Rs 19,724 crore by Rs 19,72,414 crore and the answer is 0.01, a fall of 1.00 per cent. In year 7 output was Rs 19,03,873 crore, a further fall of Rs 48,817 crore. Divide Rs 48,817 crore by Rs 19,52,690 crore and the answer is 0.025, a fall of 2.50 per cent. Two consecutive falls, and the second larger than the first.

The mechanism is the same loop, running the other way, and it is worth walking it step by step because every step has a person in it. Somebody stops spending. Somebody else has a smaller sale. The seller needs fewer hours worked, wages are not paid to whoever would have worked them, and that person stops spending. Nothing new has been introduced. The identical chain that carried the expansion carries the contraction. The direction of output is, for exactly that reason, the least interesting difference between the two.

Employment follows down, and again it follows late. Sankhya unemployment was 4.20 per cent in year 5, 5.10 per cent in year 6 and 6.90 per cent in year 7, so it rose 0.90 points and then 1.80 points, 2.70 points across the two years. Hold that figure beside the expansion. Output fell 3.48 per cent across the contraction and unemployment rose 2.70 points. Output rose 12.89 per cent across the expansion and unemployment fell 1.25 points. The jobs number responded roughly eight times as strongly per per cent of output on the way down as it did on the way up, and that single comparison is the sharpest of the differences between the two phases. The arithmetic of that ratio is worked out further down.

Credit withdraws in a recession, and it withdraws faster than it was extended. The lender that watched three years of rising sales before easing its terms needs one bad quarter to tighten them. A borrower that spent two years building the case for a new line stops the plan in a week. The lender is not behaving badly. The same evidence-following behaviour is now running against a shorter and more alarming set of evidence, and the speed is the point rather than the direction.

Demand has stopped pressing against supply, so prices usually rise more slowly in a recession. Usually is doing real work in that sentence. On the Sankhya path prices ran 8.00 per cent in year 6 and 6.00 per cent in year 7, so the fastest price rise of the whole stretch landed in the first year output fell. The combination of falling output and fast rising prices has its own name and its own treatment, and it is covered separately.

A recession on its own, on the same four measures, across Sankhya years 5 to 7. IDENTICAL GEOMETRY TO THE PANEL ABOVE, SO ONLY THE READINGS DIFFER. INVENTED AND ILLUSTRATIVE OUTPUT, Rs CRORE YEAR 5 Rs 19,72,414 YEAR 6 Rs 19,52,690 YEAR 7 Rs 19,03,873 DOWN 1.00 PER CENT less Rs 19,724 crore DOWN 2.50 PER CENT less Rs 48,817 crore EMPLOYMENT, THE UNEMPLOYMENT RATE IN PER CENT 4.00 5.00 6.00 7.00 YEAR 5, 4.20 YEAR 6, 5.10 YEAR 7, 6.90 rising 2.70 points, on a fall in output of only 3.48 per cent CREDIT Lenders tighten terms on one bad quarter of evidence. Borrowers shelve plans and stop asking altogether. Direction only. No credit figure is stated here. PRICES, PER CENT A YEAR Year 6 8.00 Year 7 6.00 The fastest rise landed in the first falling year. Same four rows, same order. Output falls, employment worsens by more per point of output, credit withdraws, prices do their own thing. Republic of Sankhya, invented. Every level and rate is illustrative and refers to no real economy at any date.
Across Sankhya years 5 to 7 output fell 3.48 per cent in two steps of Rs 19,724 crore and Rs 48,817 crore, while the unemployment rate rose 2.70 points, from 4.20 per cent to 6.90 per cent.
Try it out

The Sankhya unemployment rate reads 4.20, then 5.10, then 6.90 per cent. Which years are those, and what was output doing?

Now that both are built, where do the two actually part?

Both sides now exist independently, so the comparison can be made without either one leaning on the other. Four criteria are enough, and the direction of output is deliberately listed first so it can be got out of the way.

Direction could be guessed from the words alone. Direction is therefore the least interesting difference between an expansion and a recession. Output rises in one and falls in the other. Everything a reader gains from putting the two side by side sits in the other three rows.

The second criterion is length. An expansion typically runs for years at a stretch. A recession is more often measured in quarters. The tendency describes the usual shape of the record rather than a rule that binds any particular episode. The reason for the tendency is the one already worked above: the upswing is assembled by many small decisions taken at different times, and assembling takes longer than dismantling.

The third criterion is employment, and it splits into two questions that are easy to run together. One question is what employment does. The other is when it does it. In an expansion the unemployment rate falls, late and by little. In a recession it rises, late again but by a great deal more per per cent of output. The lateness is common to both. The size of the response is not.

The fourth criterion is credit, and it is the one a lending desk feels first. Credit is extended gradually in an expansion as evidence accumulates, and it is withdrawn quickly in a recession as evidence turns. The asymmetry in the credit row is not a difference of direction. The asymmetry is a difference of speed, and it shows up in a lender's own accounts long before it shows up in an output series.

The two set against each other, on four criteria, only after both were built alone. SANKHYA FIGURES WHERE FIGURES APPEAR. INVENTED AND ILLUSTRATIVE THROUGHOUT WHAT IS COMPARED EXPANSION RECESSION The direction of output Rising. Sankhya added Rs 2,25,214 crore across years 4 and 5. Falling. Sankhya gave back Rs 68,541 crore across years 6 and 7. How long it usually runs Years at a stretch. Assembled by many small decisions, so it takes time to put together. Quarters more often than years. Dismantling is quicker than building. What employment does, and when Unemployment falls late and by little: 1.25 points on 12.89 per cent of extra output. Unemployment rises late and by much: 2.70 points on 3.48 per cent of lost output. What credit does Extended gradually, as evidence of repayment accumulates. Withdrawn quickly, on far less evidence than built it up. ROW ONE WAS ALWAYS GUESSABLE. ROWS TWO, THREE AND FOUR ARE WHERE THE TWO ACTUALLY PART. Republic of Sankhya, invented. Length statements describe the usual shape of a cycle and date no episode anywhere.
Set against four criteria, the two phases differ on direction only in the obvious way, and the useful differences sit in length, in how far employment moves per per cent of output, and in the speed at which credit turns.
Try it out

Which of the two typically runs longer, and what explains the tendency?

Why does an expansion usually add more than a recession takes away?

A reader who has only ever heard the word cycle usually holds a wrong picture of what a cycle does. Slow down here. Take the whole of the Sankhya stretch, years 3 to 7, and lay the four measures out together.

YearPhaseOutput, Rs croreChange, Rs croreGrowthUnemploymentPrices
3Starting level17,47,200nil4.00 per cent5.45 per cent5.00 per cent
4Expansion18,52,032plus 1,04,832plus 6.00 per cent4.80 per cent5.00 per cent
5Expansion, the top19,72,414plus 1,20,382plus 6.50 per cent4.20 per cent7.00 per cent
6Contraction19,52,690less 19,724less 1.00 per cent5.10 per cent8.00 per cent
7Contraction, the bottom19,03,873less 48,817less 2.50 per cent6.90 per cent6.00 per cent
Whole stretch, year 3 to year 719,03,873 at the endplus 1,56,673plus 8.97 per centup 1.45 pointsnot additive

Where these figures come from. Every rupee and every percentage above belongs to the Republic of Sankhya. The path was fixed once, so a level quoted against one year agrees with the same level quoted against that year anywhere else.

Now do the two additions that matter, and do them separately. The expansion: Rs 1,04,832 crore in year 4 plus Rs 1,20,382 crore in year 5 gives Rs 2,25,214 crore added. Check it the other way, Rs 19,72,414 crore less Rs 17,47,200 crore is Rs 2,25,214 crore, and the two routes agree. The contraction: Rs 19,724 crore in year 6 plus Rs 48,817 crore in year 7 gives Rs 68,541 crore taken back. Check it the other way, Rs 19,72,414 crore less Rs 19,03,873 crore is Rs 68,541 crore, and again they agree.

Rs 2,25,214 crore went on and Rs 68,541 crore came off. The expansion added 3.29 times what the contraction removed, and the economy ended the full cycle Rs 1,56,673 crore, or 8.97 per cent, above where it began. Confirm that too: Rs 19,03,873 crore less Rs 17,47,200 crore is Rs 1,56,673 crore, and Rs 1,56,673 crore divided by Rs 17,47,200 crore is 0.0897, or 8.97 per cent when rounded to two decimals.

Two things drive that gap, and only one of them is about length. The first is length itself. Two years of rising against two years of falling is a short and even illustration by choice. A real upswing usually runs several times longer than the downswing that follows it, and that widens the gap further. The second is the size of the annual moves. Plus 6.00 and plus 6.50 per cent are much larger numbers than minus 1.00 and minus 2.50 per cent, and compoundingApplying each period rate to the level the previous period ended at, rather than to the original level, so that changes build on changes. means each of those percentages is applied to a level the previous year already moved.

Here is the household version, and it is the one to hold on to. Somebody starts on Rs 20,000/- a month and gets two raises, then takes a pay cut when the business does badly. The pay cut does not put them back on Rs 20,000/-. The cut puts them somewhere between the raise and the starting point, and the starting point is now well behind them. None of that is optimism about pay. Pay arithmetic runs on a sequence of percentages applied to a moving base, and the same arithmetic is what makes an economy larger at the end of a full cycle than it was at the beginning.

Two years on, two years off, and the closing bar does not return to the opening one. REPUBLIC OF SANKHYA, YEARS 3 TO 7. INVENTED AND ILLUSTRATIVE. THE SCALE STARTS AT Rs 17,00,000 CRORE Rs 20,00,000 Rs 19,00,000 Rs 18,00,000 Rs 17,00,000 the level output started from START, YEAR 3 Rs 17,47,200 YEAR 4, UP 6.00 PC plus 1,04,832 YEAR 5, UP 6.50 PC plus 1,20,382 less 19,724 YEAR 6, DOWN 1.00 PC less 48,817 YEAR 7, DOWN 2.50 PC END, YEAR 7 Rs 19,03,873 ADDED Rs 2,25,214 CRORE. TOOK BACK Rs 68,541 CRORE. ENDED Rs 1,56,673 CRORE HIGHER. The expansion added 3.29 times what the contraction removed, on this deliberately short path. The scale is cut at Rs 17,00,000 crore so that the year 6 fall of Rs 19,724 crore is visible at all. Read the printed figures, not the bar heights. Republic of Sankhya, invented. Every level is illustrative and describes no real economy at any date.
On the Sankhya path the expansion added Rs 2,25,214 crore across years 4 and 5 while the contraction took back Rs 68,541 crore across years 6 and 7, leaving output Rs 1,56,673 crore higher at the end of the full cycle than at its start.
Try it out

The expansion added Rs 2,25,214 crore and the contraction took back Rs 68,541 crore. What does that pair of figures show?

Equity Research Bootcamp — Fin Maverick

Why does a recession feel sharper than an expansion of the same size?

Suppose for a moment that the arithmetic were exactly symmetric. Suppose an economy added 5.00 per cent over four years and then lost 5.00 per cent over four years, so the rupees on and the rupees off were identical. The two halves would still not feel the same, and there are three reasons, none of which is about the size of the numbers.

The first reason is speed. Output on the Sankhya path fell 2.50 per cent in year 7 alone, having risen 6.50 per cent in year 5. A business responds to a bad quarter faster than it responds to a good one, so the falls are smaller but they arrive concentrated. A good quarter might be luck. A bad quarter threatens payroll, and everybody in the chain reacts to it in the same month.

The second reason is how the employment effect lands, and this is where the numbers do the arguing. Work the response per per cent of output in each direction. Across the expansion output rose 12.89 per cent and unemployment fell 1.25 points, so 1.25 divided by 12.89 is 0.10 points of unemployment per per cent of output. Across the contraction output fell 3.48 per cent and unemployment rose 2.70 points, so 2.70 divided by 3.48 is 0.78 points per per cent of output. The unemployment rate moved roughly eight times as far per per cent of output on the way down as it did on the way up. The ratio is the arithmetic behind a phrase most people only ever meet as a feeling.

The third reason is who carries it. Gains in an expansion are spread thinly across many people: shorter job searches, an extra shift, a small raise. Losses in a recession are concentrated: a small number of people lose an entire income at once while everybody else keeps theirs. An economy that loses 2.50 per cent of output has not made everybody 2.50 per cent poorer. The fall has left most people roughly where they were and taken almost everything from a few. A smaller number in the aggregate can therefore produce a much louder result in a country, and the concentration of the loss is the single most important thing to remember when reading a headline that reports a fall of a per cent or two.

There is a fourth item, and it belongs here because it is the lesson the next stretch of these notes builds on. Sankhya output turns up in year 8, growing 5.00 per cent, and the unemployment rate keeps rising anyway, from 6.90 to 7.40 per cent. The jobs number had not turned a full year after output had. A reader watching the unemployment rate alone would have declared the recovery absent while it was already a year old. Employment does not merely follow output. Employment follows late enough to mislead an observer about which phase the economy is in.

Output turns in year 7. The jobs number is still worsening in year 8. REPUBLIC OF SANKHYA, YEARS 4 TO 8. INVENTED AND ILLUSTRATIVE. READ THE TWO STRIPS AS ONE PICTURE OUTPUT GROWTH, PER CENT A YEAR up 6.00 up 6.50 down 1.00 down 2.50 up 5.00 YEAR 4 YEAR 5 YEAR 6 YEAR 7 YEAR 8 UNEMPLOYMENT, CHANGE IN THE RATE, PERCENTAGE POINTS down 0.65 down 0.60 up 0.90 up 1.80 up 0.50 YEAR 8: OUTPUT ALREADY RISING 5.00 PER CENT WHILE THE JOBS NUMBER STILL WORSENS 0.50 POINTS. Watching unemployment alone would have put the turn a full year later than it happened. Green bars are improvements in each strip. The two strips share their year columns, so a column can be green above and red below. Republic of Sankhya, invented. Every rate is illustrative and refers to no real economy at any date.
Sankhya output falls 1.00 then 2.50 per cent and turns up 5.00 per cent in year 8, while the unemployment rate rises 0.90, then 1.80, then a further 0.50 points, so the jobs number worsens for a full year after output has already turned.
Try it out

Why does a recession feel sharper than an expansion that moved output by the same amount?

What do prices do in each, and where does that question belong?

The tendency is easy to state and the exceptions are where the interest lies. Demand presses on what the economy can supply as an expansion matures, so prices usually rise faster. In a recession that pressure has gone, so prices usually rise more slowly. Sankhya shows the first half of that tendency cleanly: prices ran 5.00 per cent in year 4 and 7.00 per cent in year 5, firming as the expansion ran on.

Sankhya then refuses to be tidy. Look at what it does next. Prices ran 8.00 per cent in year 6, the fastest reading of the whole stretch, in the first year output actually fell. Only in year 7 do they ease to 6.00 per cent, and by year 8 to 3.00 per cent. So on this path the price reading was at its worst exactly when the output reading first turned bad. Falling output beside a fast rising price reading has earned its own name and its own treatment, set out separately.

Output direction and price direction are related but not locked together. A reader who infers the phase from the price reading alone will be wrong precisely in the cases that matter most. How prices are measured, which index carries which basket, and why two price measures can disagree about the same month are all separate subjects with their own machinery.

Who publishes the equivalent readings for India

In India the three readings above are collected by different arms of the state for different purposes. Output at the whole economy level comes through the national accounts, compiled by the Ministry of Statistics and Programme Implementation through the National Statistical Office. Work and joblessness come through a household survey run by the same statistical system, with definitions of its own. Prices come through index series, and credit outstanding is compiled separately again, with the Reserve Bank of India carrying long statistical runs. The Ministry of Finance discusses the whole picture together in the Economic Survey.

Current levels, rates, release timings and revision practice come from the issuing offices themselves. An output series is revised after first publication, and a phase call made on a first estimate can be undone by a later one. Go to the issuing office for the current reading and, just as importantly, for the vintage of it.

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

Why does a lending book behave asymmetrically through a cycle?

Everything above is about an economy. The asymmetry stops being an abstraction as soon as a single lender inside that economy is examined.

Take an invented lender inside Sankhya with a book of Rs 1,000 crore, and give it a margin of 2.50 per cent a year on that book, so it earns Rs 25 crore in a year. Across the two expansion years it earns Rs 25 crore and Rs 25 crore, a total of Rs 50 crore. Now the contraction arrives. Suppose 5.00 per cent of the book, Rs 50 crore, stops paying. Suppose Rs 15 crore of that is eventually recovered, leaving Rs 35 crore written offRemoving an amount a lender no longer expects to collect from the value of its loans, so that the loss is recognised in its accounts in that period.. The Rs 35 crore lands in a single year. Rs 35 crore divided by Rs 25 crore is 1.40, so one year of losses cancels one year and five months of margin, and the lender does not get those months back when the economy recovers.

Notice what has and has not happened there. The lender did nothing different in the two phases. Its rate did not change, its book did not change size, and the arithmetic in its spreadsheet was symmetric all the way through. The timing is what differs: margin arrives in thin monthly slices while a write-off arrives whole. A lending desk therefore watches the jobs number and the credit growth number even though its own contract is written in rupees of interest, and a downturn shows up in a lender's accounts as a step rather than a slope.

An analyst reading such a lender applies the same asymmetry to the outlook rather than to the history. The expansion never tested the book, so two years of clean recoveries say very little about how it behaves in a contraction. A household reading its own position can use exactly the same thought: an income that has been reliable through a long expansion has not been tested against a contraction, and the honest response is to notice that, not to assume it either way.

Margin arrives in slices. A write off arrives whole. The bars are drawn to one scale. AN INVENTED LENDER INSIDE SANKHYA, BOOK OF Rs 1,000 CRORE. ILLUSTRATIVE ARITHMETIC ONLY ACROSS THE EXPANSION, TWO YEARS IN ONE YEAR OF THE CONTRACTION Rs 25 crore Rs 25 crore Rs 35 crore YEAR 4, MARGIN YEAR 5, MARGIN YEAR 6, WRITTEN OFF one year of margin, Rs 25 crore Rs 50 crore earned over two years Rs 50 crore stops paying, Rs 15 crore is recovered later Rs 35 CRORE OFF IN ONE YEAR CANCELS 1.40 YEARS OF MARGIN. The rate never changed. Only the timing of what arrived was asymmetric. Both panels use one scale of four pixels to the crore, so the height difference between Rs 25 crore and Rs 35 crore is real. Invented lender inside the invented Republic of Sankhya. No real lending book is described and no position is suggested.
An invented Sankhya lender earns Rs 25 crore of margin in each of two expansion years and writes off Rs 35 crore in a single contraction year, so one year of losses cancels 1.40 years of margin.
Try it out

The lender charged the same rate throughout and its arithmetic never changed. Why is its position through a cycle still asymmetric?

Try it out

One answer is worth settling before the panel below is touched. After a full cycle of one expansion and one recession, where does output end up?

Play with it

Set the shape of a cycle and watch where output ends against where it began.

The panel opens on the published Sankhya path, so the bars shown first are years 3 to 7 exactly as worked above: Rs 17,47,200 crore rising 6.00 and 6.50 per cent, then falling 1.00 and 2.50 per cent to Rs 19,03,873 crore. Changing the length of either stretch, or its pace, makes the panel recompute the whole path year by year and report the two figures that carry the argument, the level output started from and the level it ended at. A recession set longer or deeper than the expansion drives the ending level below the starting one, and the readout says so in plain words.

How long each stretch runs, and how hard it moves:
Recession years: 2
Or jump straight to a shape:
OUTPUT, ONE BAR A YEAR. THE DASHED LINE IS THE LEVEL IT ALL STARTED FROM. Output is held in whole Rs crore and each year is computed from the year before it, which is why the opening path matches the printed table exactly. Republic of Sankhya, invented. Educational illustration only. No reading here refers to any real economy at any date.
Started at
Rs 17,47,200 cr
Ended at
Rs 19,03,873 cr
Change over the cycle
plus Rs 1,56,673 cr
Unemployment, start to end
5.45 to 6.90
The expansion added Rs 2,25,214 crore and the contraction took back Rs 68,541 crore, so output ended Rs 1,56,673 crore above where it began, and the unemployment rate went from 5.45 per cent to 6.90 per cent.
Educational illustration. Assumptions on screen: two years for each stretch is a short choice that keeps the arithmetic readable, and the unemployment reading moves at the rate the published path implies, 0.10 points for each per cent of output gained and 0.78 points for each per cent lost. The rate is a rule inside the panel rather than a law about any economy.
The shape on the left is the one readers carry. The shape on the right is what the path did. REPUBLIC OF SANKHYA, YEARS 3 TO 7. INVENTED AND ILLUSTRATIVE. SCALE CUT AT Rs 17,00,000 CRORE WHAT A ROUND TRIP WOULD LOOK LIKE start and end, the same point up, over, down, back output comes back to where it began This is the wrong shape. WHAT THE SANKHYA PATH ACTUALLY DID starts, Rs 17,47,200 crore ends Rs 1,56,673 crore above where it began a straight line fitted to these five levels, rising about Rs 41,400 crore a year A CYCLE IS A PATTERN AROUND A RISING LINE, NOT A CIRCLE. On this path output ended Rs 1,56,673 crore, or 8.97 per cent, above where it started. Five readings are far too few to establish any trend. The fitted line is drawn to show the shape of the question, not to measure an economy. Republic of Sankhya, invented. Every level is illustrative and describes no real economy at any date.
Drawn as a circle, a cycle returns output to its starting point, and the Sankhya path shows that it does not: the plotted levels weave around a rising line and finish Rs 1,56,673 crore above where they started.

The cycle read as a round trip

The word cycle carries a picture with it, and the picture is a circle. A reader holding that picture expects a recession to give back what the expansion put on. A completed cycle would then leave output where it started, and the whole thing would be motion without progress. Every part of that is wrong on the arithmetic, and it is wrong in a way that changes what a person concludes from a headline.

Work it once more on the numbers already computed. The Sankhya expansion put on Rs 2,25,214 crore. The contraction took back Rs 68,541 crore, or 30.43 per cent of what went on. Output ended at Rs 19,03,873 crore against a starting level of Rs 17,47,200 crore, so the completed cycle finished Rs 1,56,673 crore, or 8.97 per cent, higher. Nothing about the falls was small or gentle: unemployment went from 4.20 to 6.90 per cent and the rate of price rise hit its worst reading of the stretch. A great deal of damage happened, and output still did not return to its starting point.

The fix is to replace the circle with a line that slopes up and a path that weaves around it. A cycle is a pattern around a trendThe underlying direction a series takes over a long stretch, once the ups and downs within it are set aside., and the useful question is never whether output has come back to where it began. The useful question is how far above or below that rising line the economy currently sits, and in which direction it is travelling.

The mistake has a second edge that is easy to miss. A reader who expects the round trip also expects a cycle to end below its start whenever the recession looks bad, and that expectation is just as unreliable in the other direction. The panel above can build a path that does end lower, and it says so in plain words when it does. The honest position is that neither outcome is fixed in advance, and the arithmetic decides it rather than the shape of the word.

Try it out

Suppose the question is what actually counts as a recession, meaning whether a mechanical rule or a considered judgement decides the label. Where does that question belong?

Whether a recession is settled by a mechanical rule or by a considered judgement is covered separately. The phases of a cycle in their own right, the way an economy is divided into sectors, and how any sector behaves through a phase are all dealt with elsewhere. Which assets, holdings or positions suit any phase is a separate subject again.
Margin earned slowly is lost in one recession. See how a lending book turns.

Which institutions publish the readings imitated above?

Sankhya supplies every figure above. For output, jobs and price readings for India, the offices below are the ones whose releases carry them. A reading copied out of any explainer is already ageing, so the release on the issuing office's own site is the one to take it from.

IssuerWhat it puts outSite
Ministry of Statistics and Programme Implementation, through the National Statistical OfficeThe national accounts, where output for the whole economy is compiled, along with the household survey that carries work and joblessnessmospi.gov.in
Reserve Bank of IndiaStatistical publications that carry long runs of credit outstanding beside price and output series, where the credit side of a cycle can be seen rather than inferredrbi.org.in
Ministry of FinanceThe Economic Survey, a document that discusses output, work and prices as one pictureindiabudget.gov.in

The Republic of Sankhya, the tiffin kitchen, the salary of Rs 20,000/- a month and the lender with a book of Rs 1,000 crore are invented.
Educational material. Not advice on any investment, tax, budget or market position.

← 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.