Is Capitalism Doomed to have Crises? Steve Keen Kingston University London IDEAeconomics Minsky Open Source System Dynamics www.debtdeflation.com/blogs Is Capitalism Stable or Unstable? • The (Ultra)-Orthodox Perspective – Edward Prescott (Nobel Prize 2004 for Real Business Cycle Theory) • “Some Observations on the Great Depression” (1999) – “The Marxian view is that capitalistic economies are inherently unstable – and that excessive accumulation of capital will lead to increasingly severe economic crises. – Growth theory, which has proved to be empirically successful, says this is not true. – The capitalistic economy is stable, and absent some change in technology or the rules of the economic game, – the economy converges to a constant growth path – with the standard of living doubling every 40 years.” Is Capitalism Stable or Unstable? • The heterodox “Minskian” Alternative: Hyman Minsky (1969) – “In this "Chicago" view there exists a financial system, different from that which ruled at the time of crisis but nonetheless consistent with capitalism, which would make serious financial disturbances impossible – The alternative polar view, which I call unreconstructed Keynesian, – is that capitalism is inherently flawed, being prone to booms, crises and depressions. – This instability, in my view, is due to characteristics the financial system must possess if it is to be consistent with full-blown capitalism. – Such a financial system will be capable of both generating signals that induce an accelerating desire to invest and of financing that accelerating investment.” (Minsky 1969 [1982, p. 224]) A contest of ideologies, or logic? • A logically incontestable starting point: working from identities EmploymentRate Output Employment LabourPr oductivity Population Wages WagesShare Output • Can’t be disputed—just definitions • Can only dispute relevance Debt rd definition • Neoclassicals dispute relevance of 3 DebtRatio Output ? • “Fisher's idea was less influential … because of the counterargument that debt-deflation represented no more than a redistribution from one group (debtors) to another (creditors). • Absent implausibly large differences in marginal spending propensities among the groups, it was suggested, pure redistributions should have no significant macro-economic effects…”) • But is this valid? A contest of ideologies or logic? • Minsky asserts a key role for private debt: – “The natural starting place for analyzing the relation between debt and income is to take an economy with a cyclical past that is now doing well…” • Let’s consider. Putting those 3 identities into dynamic form yields: – The employment rate will rise if economic growth exceeds the sum of growth in labor productivity and population growth; – The wages share of output will rise if wage demands exceed the growth in labor productivity; and – The private debt to GDP ratio will rise if private debt growth exceeds the rate of economic growth • In equations… ˆ YˆR ˆ wˆ R dˆ Dˆ YˆR A contest of ideologies or logic? • Simplest possible model of this: – Output YR a linear function of capital KR – Investment IR a linear function of profit rate r (& depreciation) – Employment a linear function of output – Wage change a linear function of employment rate – Change in debt equal to investment minus profits 1 r d N S v KR v S N Some fundamental nonlinearities apply… 1 r d S N 1 r d v d S N 1 r d d KR v v A contest of ideologies or logic? • A model of capitalism without “bankers behaving badly”: – Pure free-market system – No government sector, no Ponzi Finance, no bankruptcy – Nothing to “reform away” if there are problems • Model has two main equilibria: – “Good” equilibrium: • Positive employment rate & wages share of output • Finite debt ratio – “Bad” equilibrium: • Zero employment rate & wages share of output • Infinite debt ratio Two possible outcomes • (1) Convergence to “good” equilibrium Stable system (Linear functions) Wages Employment Private Share Debt of Rate Ratio Output Percent of GDP peremployed year Percent of GDP Percent of population 100 66 80 64 90 60 62 80 40 60 70 20 58 60 0 56 54 50 20 00 0 50 50 50 100 100 100 www.debtdeflation.com/blogs www.debtdeflation.com/blogs Stable 150 150 150 200 200 200 Two possible outcomes • (2) Convergence to “bad” equilibrium after apparent “moderation” Unstable system (Linear functions) Wages Employment Private Share Debt of Rate Ratio Output Percent of GDP Percent of GDP peremployed year Percent of population 120 400 70 300 100 65 200 60 80 100 55 60 0 100 50 40 000 Unstable 20 20 20 40 40 40 60 60 60 www.debtdeflation.com/blogs www.debtdeflation.com/blogs www.debtdeflation.com/blogs 80 80 80 100 100 100 We’ve seen this before—in complex systems • Property of Lorenz “chaotic” model of fluid flow • This behaviour cannot be generated by standard equilibriumoriented “linear” model • Inherent nonlinearity & nonequilibrium dynamics are essential 800 • Decreasing followed by increasing turbulence 600 400 200 • Convergence to laminar flow… 0 200 0 5 10 15 20 Genesis of the Keen/Minsky/Goodwin model • Objective of my 1995 JPKE paper was to model Minsky’s “Financial Instability Hypothesis” • Original paper written in August 1992 • Well before Neoclassicals discovered (and misinterpreted) the “Great Moderation”… Emergent Phenomena: Diminishing cycles then crisis • Model had completely unexpected dynamics 0.7 – Debt crisis, as expected 0.2 – But apparent tranquillity beforehand 0.15 – Pure free-market capitalism trapped in a vortex of rising Bank Share 0.1 debt?… • Inspired what I thought at the 0.05 time was a nice rhetorical flourish • “The chaotic dynamics explored in 0 this paper should warn us against accepting a period of relative tranquility in a capitalist economy as anything other than a lull before the storm.” (Keen 1995) Wages Instability at 4.6% 0.9 0.8 0.9 0.8 Employment 0.7 Economic implications of model • Real-world implications of the model: – If there was decreasing volatility in inflation & employment – And the private debt to GDP ratio was stabilizing • Then Prescott was right – Economy is bound for equilibrium & stable growth – If there was decreasing volatility in inflation & employment – And the private debt to GDP ratio was increasing • Then Minsky was right – Economy is bound for systemic breakdown; and… – Crisis will be preceded by period of apparent stability in employment & inflation • What does the data show? • There were two boom-bust crises in capitalism in last century – 1920-40, 1980-Now… Emergent Phenomena 1: Diminishing cycles then crisis • Both had declining volatility before the crisis 1980-Now: 1920-40: Diminishing Diminishingcycles, cycles,then thenBreakdown Breakdown 16 30 Crisis Crisis 14 25 12 20 Percent Percent 10 15 8 10 6 5 4 0 2 0 5 0 0 10 2 Inflation Unemployment Inflation Unemployment 15 4 1980 1920 19821922 1984 19861924 1988 1990 1926 1992 1994 19281996 1998 1930 20001932 2002 2004 1934 2006 2008 1936 2010 2012 19382014 1940 2016 www.debtdeflation.com/blogs Emergent Phenomena 1: Diminishing cycles then crisis • Both also had rising private debt, followed by deleveraging 1920-40: Rising 1980-Now: RisingDebt, Debt,then thenDeleveraging Deleveraging Percent of GDP 140 160 Debt Ratio Debt Change Crisis Crisis 80 80 70 70 130 150 60 60 120 140 50 50 110 130 40 40 100 120 30 30 90 110 20 20 80 100 10 10 70 90 0 00 60 80 10 10 50 20 70 20 1920 1926 19281996 1998 1930 2000 1932 1934 1936 19382014 2016 1940 1980 19821922 1984 19861924 1988 1990 1992 1994 2002 2004 2006 2008 2010 2012 www.debtdeflation.com/blogs Percent of GDP change per year 150 170 Emergent Phenomena 1: Diminishing cycles then crisis • Linear, equilibrium framework of mainstream economists led them to – (1) Dismiss “Great Depression” as due to policy mistakes • “Let me end my talk by abusing slightly my status as an official representative of the Federal Reserve. • I would like to say to Milton and Anna: – Regarding the Great Depression. – You're right, we did it. – We're very sorry. – But thanks to you, we won't do it again.” (Bernanke 2002) – (2) Interpret “Great Moderation” as due to their good management • “The sources of the Great Moderation remain somewhat controversial, but as I have argued elsewhere, • there is evidence for the view that improved control of inflation has contributed in important measure to this welcome change in the economy.” (Bernanke 2004) • From Keen-Minsky model perspective, “The Great Moderation” & “The Great Recession” were simply phases in same dynamic process… Emergent Phenomena 2: Rising inequality • Other emergent aspects of model • Model’s “system states” are – Employment rate () – Debt ratio (d) 0 – Wages share of output () e N S • Model’s equilibria are S v S N de v 0 – Employment rate () S – Debt ratio (d) v2 – Profit share of output () se v N 0 S • Wages share directly negatively e 1 se r d e related to debt ratio • Relationship persists in model dynamics – If model converges to good equilibrium, then inequality stabilizes – If model diverges to bad equilibrium, then inequality rises • Falling workers’ share offsets rising bankers’ share • Profit share cycles around equilibrium (before final crisis) • Rising inequality is a prelude to crisis… Simple rules, complex behaviour • Best seen in full price model with nonlinear behavioural functions • Generated by generalizing earlier identities to include inflation: – The employment rate will rise if real economic growth exceeds the sum of population growth and growth in labor productivity; – The wages share of output will rise if money wage demands exceed the sum of inflation and growth in labor productivity; and – The private debt to GDP ratio will rise if the rate of growth of private debt exceeds the sum of inflation plus the rate of economic growth. • Additional equations needed for – Rate of inflation • Lagged convergence to equilibrium prices in monetary economy – Variable nominal interest rate • Lagged inflation premium to base interest rate if inflation > 0 Simple complex systems model… • Slightly more complicated but still simple model (in equations) s s 1 t r t d t ; r v Inflation-adjusted r t if inflagnominal inflag t , rrate t 0, rb interest b 1st 1 1 inf t 1 t order time lag determines inflation P 1 s Ifn r 1 d Kr dt v 1 d w fnaffects inf t share Inflation wages dt Ifn r s debt v affects Ifn rgrowth 1 d Inflation d Kr inf t d dt d v inf t 1 d 1 inflag t rate 1 Lagged interest reaction toinflation inflag t dt inf inflag t Simple complex systems model… • The same model in Open Source system dynamics program Minsky: Rising inequality & crisis (full nonlinear price model) • Falling workers’ share… • Offsets rising bankers’ share… • Capitalist are the last ones to know that capitalism is coming to an end… Crisis because the mainstream ignores private debt • Employment, inflation & profit give no warning of crisis: • Private debt ratio is the key indicator of impending crisis Crisis because The Left ignores private debt too • There is no “tendency for the rate of profit to fall” • There is a “tendency for private debt to grow exponentially” Crisis because the mainstream ignores private debt • Key implication of model – Level of private debt a key factor in macroeconomics – Too high a level of debt will cause a crisis – Private debt ratio should be a key macroeconomic target • But economic mainstream rejects importance of debt: – “The idea of debt-deflation goes back to Irving Fisher (1933)… – His diagnosis led him to urge President Roosevelt to subordinate exchange-rate considerations to the need for reflation… – Fisher's idea was less influential in academic circles, though, because of the counterargument that debt-deflation represented no more than a redistribution from one group (debtors) to another (creditors). – Absent implausibly large differences in marginal spending propensities among the groups, it was suggested, pure redistributions should have no significant macroeconomic effects.” (Bernanke 2000, p. 24) Crisis because the mainstream ignores private debt • Mainstream persists in ignoring private debt—even after 2008 crisis: – Krugman rejects Koo’s “balance sheet recession” argument: • “Maybe part of the problem is that Koo envisages an economy in which everyone is balance-sheet constrained, as opposed to one in which lots of people are balance-sheet constrained. • I’d say that his vision makes no sense: where there are debtors, there must also be creditors, so there have to be at least some people who can respond to lower real interest rates even in a balance-sheet recession.” (Krugman 2013) – Stiglitz lambasts banks for not facilitating lending: • “While our banks are back to a reasonable state of health, they have demonstrated that they are not fit to fulfill their purpose... • Between long-term savers and long-term investment in infrastructure stands our short-sighted and dysfunctional financial sector.” (Stiglitz 2016) • Can’t understand why banks aren’t lending much now?… Crisis because the mainstream ignores private debt • Check the level of private debt… Private Debt to GDP Ratios 240 220 200 Percent of GDP 180 160 140 USA UK Euro Area Australia Japan China 120 100 80 60 40 20 0 1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 BIS data: http://www.bis.org/statistics/totcredit.htm 2010 2015 2020 Crisis because the mainstream ignores private debt • Rate of growth of credit is low to negative because level is so high… Private Debt Growth 45 40 Percent of GDP per year 35 30 25 20 JapanCrisis USA UK Euro Aust. Japan China GFC 15 10 5 0 0 5 10 15 1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 BIS data: http://www.bis.org/statistics/totcredit.htm 2010 2015 2020 Crisis because the mainstream ignores private debt • Mainstream see banks as “intermediaries”, not “originators” of loans – “Think of it this way: when debt is rising, it’s not the economy as a whole borrowing more money. – It is, rather, a case of less patient people—people who for whatever reason want to spend sooner rather than later—borrowing from more patient people.” (Krugman 2012, pp. 146-47) • The Bank of England knows better: – “Whenever a bank makes a loan, it simultaneously creates a matching deposit in the borrower’s bank account, thereby creating new money.” (Bank of England 2014, p. 14) • Mainstream can’t see why this matters: – “OK, color me puzzled. I’ve seen a number of people touting this Bank of England paper … as offering some kind of radical new way of looking at the economy…while banks are indeed more complicated … this doesn’t mean … that they are somehow outside the usual rules of economics. Don’t let monetary realism slide into monetary mysticism!” (Krugman 2014) Crisis because the mainstream ignores private debt • Lending as a “pure redistribution”; bank as intermediary Assets Reserves Lending Paying interest Repaying Bank Fee for arranging loan Nothing on Asset Side Liabilities Saver Equity Investor From To To From Bank Shuffling $ on Liability Side To From From To • Lending as money creation; bank as originator of loans Assets Reserves Lending AssetsLiabilities & LoansLiabilities Saver Investor From Rise To Paying interest Repaying From To Assets & From • Is there no essential difference, as Krugman claims?... Liabilities Fall Equity Bank To Loanable Funds vs Endogenous Money • Modelling this in Minsky: Loanable Funds vs Endogenous Money • Change banks from “Intermediators” to “Originators” Loanable Funds vs Endogenous Money • Is it any different? Loanable Funds vs Endogenous Money • Why is it so different? – Loanable Funds: • Banks intermediate between savers & investors • No creation of money by lending • No creation of additional demand either – Endogenous money: • Banks originate loans to investors (& speculators) • Money created by lending • Additional demand created • Change in Debt thus adds to demand – But how to reconcile this with “ExpenditureIncome” identity?... Loanable Funds, aggregate demand & income • • • • Consider 3 sector model with sectors S1, S2, S3 Expenditure not debt-financed shown by CAPITAL LETTERS Debt financed expenditure shown by lowercase letters 3 situations considered – Borrowing not possible – Borrowing from other sectors possible (“Loanable Funds”) – Borrowing from banks possible (“Endogenous Money”) • First case “Say’s Law” (actually “demand creates its own supply”) Activity Expenditure (Exp.) Sector Sector 1 Sector 1 -(A + B) Sector 2 C Sector 3 E Net Income Sector 2 Sector 3 A B -(C+D) D F -(E+F) • Negative sum of diagonal elements is aggregate demand • Sum of off-diagonal elements is aggregate income Loanable Funds, aggregate demand & income • Clearly Expenditure Income: ADSL A B C D E F AYSL A B C D E F • Loanable Funds: Sector 1 borrows b from Sector 2 to spend on Sector 3 – Sector 1’s funds for spending increase by b – Sector 2’s funds fall by b (split 50:50 between S1 & S3 for simplicity) Activity Expenditure (Exp.) Sector Sector 1 Sector 1 -(A + B+b) Sector 2 C-b/2 Sector 3 E Net Income Sector 2 Sector 3 A B+b -(C+D-b) D-b/2 F -(E+F) • Aggregate outcome clearly the same as without borrowing • Sound logical basis of Bernanke’s “Absent implausibly large differences in marginal spending propensities among the groups, it was suggested, pure redistributions should have no significant macroeconomic effects.” Endogenous money, aggregate demand & income • But what if a bank lends to Sector 1? – Assets & liabilities of banking sector rise equally; and… – Increased spending power for Sector 1 not offset by fall in Sector 2 • Causes a rise in Sector 1’s spending, and incomes of Sectors 2 & 3 Bank Assets Loans b 0 0 Activity Expenditure (Exp.) Net Income Sector S1 S2 S3 S1 -(A+B+b) A B+b S2 C -(C+D) D S3 E F -(E+F) ADEM A B b C D E F AYEM A B b C D E F • Aggregate outcome greater (if b>0) than without borrowing • Increase in debt causes equivalent increase in expenditure and income Endogenous money, aggregate demand & income • Reconciliation with ExpenditureIncome identity – Expenditure is the sum of • Expenditure financed by turnover of existing money – Measured—however poorly—as GDP (Expenditure method) – Dimensioned in $/Year • Plus expenditure financed by new debt – Measured—more accurately—as Change in Debt – Dimensioned in $/Year • Plus gross financial transactions (debt & deposit interest) • Total expenditure is therefore AD V M d D rD M rL D dt • Income side of identity needs amendment too: – Vast majority of debt today finances asset purchases – Modern monetary theory must integrate macroeconomics & finance – Income side is therefore Income plus capital gains GDPY d d PK K V M D rD M rL D dt dt Endogenous money, aggregate demand & income • GDP & capital gains are both affected by change in debt • GDP growth and change in capital gains affected by debt acceleration d d d d GDP P K V M D rD M rL D K Y dt dt dt dt • Change in debt by far most the volatile element on expenditure side – Logical basis for extraordinary empirical correlations between • Change in debt & economic activity (employment rate, etc.) • Acceleration in debt and change in economic activity • Acceleration in debt and change in asset market prices • Empirical findings contradict mainstream macro & finance theory – Rather than changes in debt being “pure redistributions” with “no significant macro-economic effects”, changes in debt are the main determinants of macroeconomic outcomes – Rather than leverage not affecting asset prices (Modigliani-Miller theorem), leverage is the main determinant of asset prices… Change in Debt & Economic Performance • Change in debt & unemployment 1980-Now 18 12 16 11 14 10 12 9 10 8 8 7 6 6 4 5 2 4 0 03 2 4 2 Debt Change Unemployment 1 6 0 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 www.debtdeflation.com/blogs Percent of workforce Percent of GDP per year US Private debt change & unemployment (Correlation -0.64) Change in Debt & Economic Performance • Acceleration in debt & change in unemployment 1980-Now 8 80 6 60 4 40 2 20 00 0 2 20 4 40 6 60 8 80 10 12 Debt Acceleration Unemployment Change 100 120 14 140 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 www.debtdeflation.com/blogs Percent change per year Percent of GDP per year per year US Private debt acceleration & unemployment change (Correlation -0.8) Change in Debt & Asset Market Performance • Acceleration in mortgage debt & house price change 1980-Now 5 15 4 12 3 9 2 6 1 3 0 00 1 3 2 6 3 9 4 Mortgage Acceleration House Price Change 12 5 15 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 www.debtdeflation.com/blogs Percent change per year Percent of GDP per year per year US Mortgage acceleration & House Price Index change (Correlation 0.7) Change in Debt & Asset Market Performance • Acceleration in margin debt & SP500 change 1980-Now 2 60 1.6 48 1.2 36 0.8 24 0.4 12 00 0 0.4 12 0.8 24 1.2 36 1.6 Margin Debt Acceleration SP500 Change 48 2 60 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 www.debtdeflation.com/blogs Percent change per year Percent of GDP per year per year US Margin Debt acceleration & SP500 change (Correlation 0.49) Change in Debt & Asset Market Performance • From one of the oldest capitalist markets to one of the newest… 7500 2.5 7200 2.4 Shanghai Index 6900 2.3 6600 2.2 Margin Debt 6300 2.1 6000 2 5700 1.9 5400 1.8 5100 1.7 4800 1.6 4500 1.5 4200 1.4 3900 1.3 3600 1.2 3300 1.1 3000 1 2700 0.9 2400 0.8 2100 0.7 1800 0.6 1500 0.5 1200 0.4 900 0.3 600 0.2 300 0.1 0 0 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 www.debtdeflation.com/blogs Margin debt as percent of GDP Shanghai Index Shanghai Index & Margin Debt Change in Debt & Asset Market Performance • This crash is margin-debt-driven, unlike previous one in 2008 Shanghai Index Monthly Change & Margin Debt Acceleration (Corr 0.46) 1.6 M axM argin 28 24 1.4 1.2 20 16 1 0.8 12 8 0.6 0.4 4 0.2 00 0 4 0.2 8 0.4 12 16 0.6 0.8 20 24 1 28 32 2014 Index Change Margin Debt Acceleration 2014.25 2014.5 2014.75 2015 1.2 2015.25 2015.5 2015.75 2016 2016.25 2016.5 2016.75 1.4 1.6 2017 www.debtdeflation.com/blogs • Minskian analysis explains what mainstream cannot comprehend • Built using an approach the mainstream explicitly rejects… Percent change per month per month Percent Change in Index per month 32 Implications for economic theory • Minskian economics violates all mainstream methodological rules: Mainstream “New Keynesian” Heterodox/Minsky/Keen Methodological Individualism Structural “Top-Down” Identities “Economics is about what individuals do: not classes, not “correlations of forces”, but individual actors. This is not to deny the relevance of higher levels of analysis, but they must be grounded in individual behavior. Methodological individualism is of the essence.” (Krugman) “Men make their own history, but they do not make it as they please; they do not make it under selfselected circumstances, but under circumstances existing already, given and transmitted from the past.” (Marx) Methodological Equilibration Complex systems dynamics “I am basically a maximization-andequilibrium kind of guy.” (Krugman) “Any system transforms itself simply by its mere working and if history teaches us nothing else it teaches that.” (Schumpeter) Money No essential role for banks, debt, money Fundamentally monetary Results Did not expect or foresee crisis Expected & foresaw crisis Derivation Process • Monetary complex systems theory as the basis for a new economics… Implications for economic policy • In general: “Pure free market capitalism” is inherently unstable – Capitalism needs fiat as well as credit money to avoid debt crises • In particular: Not “secular stagnation” but “stagnant credit” – Private debt must be reduced without reducing aggregate demand • Could be done by “People’s QE” – Existing QE buys assets from pension funds, insurance funds – Creates money for entities that primarily buy assets • Inflates asset prices—which excess leverage has already inflated • Small spillover effect into non-FIRE sectors of economy • People’s QE could – Use Bank of England capacity to create money to inject funds into individual bank accounts pro-rata (as done in Australia in 2008) • With condition that debtors must pay-off debt • While savers get a cash injection • Reduce debt and asset prices without reducing demand • Motivate banks to lend again via fall in income earning assets – Can be done on trial basis to assess inflation, CAD effects Implications for economic policy • Ultimate objectives – Reduce private debt to “safe” zone—well below 100% of GDP – Redesign banking to reduce “Ponzi” lending in mortgages & shares – “The PILL”: Property Income Limited Leverage – Ban Margin Lending (“no credit cards in the casino”) • Encourage “Schumpeterian” lending – “EELs”: Entrepreneurial Equity Loans • Current political likelihood of above reforms?... Implications for economic policy • And if we don’t reduce private debt? • Then we will “turn Japanese”—minus its trade surplus & fiscal policy: Private Debt to GDP Ratios 240 220 200 Percent of GDP 180 160 140 120 USA UK Euro Area Australia Japan shifted to GFC China 100 80 60 40 20 0 1980 1985 1990 1995 2000 2005 2010 2015 2020 BIS data: http://www.bis.org/statistics/totcredit.htm 2025 2030 2035 Implications for economic policy • Not “secular stagnation” but “credit stagnation”—for 2 decades: Future credit growth without People's QE? 45 GFC USA UK Euro Aust. Japan shifted to GFC China 40 Percent of GDP per year 35 30 25 20 15 10 5 0 0 5 10 15 1980 1985 1990 1995 2000 2005 2010 2015 2020 BIS data: http://www.bis.org/statistics/totcredit.htm 2025 2030 2035 Implications for the immediate economic future • Crash in China inevitable: Debt growth 3 times US rate, level close to Japan peak… Private Debt Bubbles from inception to crash 240 JapanCrash USA Crash 230 China since 2009 USA since 1993 Japan since 1980 220 210 Percent of GDP 200 190 180 170 160 150 140 130 120 110 100 0 5 10 15 20 25 www.debtdeflation.com/blogs 30 35 40 Implications for the immediate economic future • End of China bubble will remove aggregate demand equivalent to ¼ China GDP from global economy… Private Debt Bubbles from inception to crash 45 JapanCrash USA Crash China since 2009 USA since 1993 Japan since 1980 40 35 Percent of GDP 30 25 20 15 10 5 0 0 5 10 15 20 0 5 10 15 20 25 www.debtdeflation.com/blogs 30 35 40 Implications for economic pedagogy • A Rethinking and Re-Learning of Economics is needed • Learn Neoclassical economics well – Warts and all (not the airbrushed textbook version) • As a (hopefully passing) phase in the history of economic thought • Learn other existing schools well too: none have complete alternative – Austrian, Marxian, Post Keynesian, Evolutionary, Ecological, Feminist • Learn complex systems approaches & thermodynamics • But you won’t find that curriculum at Oxford or Cambridge! • S0…