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	<title>Vukutu &#187; Global Economic Crisis</title>
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	<description>away beyond many a far meridian</description>
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		<title>O ignorance!  O mores!</title>
		<link>http://www.vukutu.com/blog/2011/10/o-ignorance-o-mores/</link>
		<comments>http://www.vukutu.com/blog/2011/10/o-ignorance-o-mores/#comments</comments>
		<pubDate>Mon, 17 Oct 2011 09:19:23 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>
		<category><![CDATA[Mathematics]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=3415</guid>
		<description><![CDATA[In the last few weeks, it was reported that mathematician Edward Nelson of Princeton had claimed to show that Peano Arithmetic, one of many possible axiomatic systems for the numbers, was internally inconsistent.   Within a short period, his claim and proof were subject to examination by other pure mathematicians, not least Terence Tao of UCLA, [...]]]></description>
			<content:encoded><![CDATA[<p>In the last few weeks, it was reported that mathematician Edward Nelson of Princeton had claimed to show that Peano Arithmetic, one of many possible axiomatic systems for the numbers, was internally inconsistent.   Within a short period, his claim and proof were subject to examination by other pure mathematicians, not least <a href="http://www.math.ucla.edu/~tao/" target="_blank">Terence Tao</a> of UCLA, who thought Nelson&#8217;s argument had potential flaws.   Nelson initially defended himself and then, accepting the criticisms, retracted his claim.  More details can be found in a <a href="http://golem.ph.utexas.edu/category/2011/09/the_inconsistency_of_arithmeti.html#more" target="_blank">post by John Baez</a> on the <a href="http://golem.ph.utexas.edu/category/" target="_blank">n-category blog</a>, which initiated a dialog in which both Tao and Nelson participated, and where Nelson announced his retraction.   A subsequent discussion of what happened in this dialog and the lessons for the philosophy of mathematics can be found on the blog of <a href="http://m-phi.blogspot.com/2011/10/inconsistency-of-pa-and-consensus-in.html" target="_blank">Catarina Dutilh Novaes</a>, a discussion to which Tao again contributed, this time on his methods.</p>
<p>This example of fast proposal-criticism-retraction contrasts sharply with mainstream Economics, where an error in deductive reasoning may be pointed out, with neither retraction nor revision nor apparent learning from its adherents 70 years on.  Keynes&#8217; criticisms of conventional austerity economics were first uttered in the 1930s, and yet they still <a href="http://krugman.blogs.nytimes.com/2011/10/14/the-critics-of-modern-macro-are-wrong/" target="_blank">have to be repeated</a>.  <a href="http://www.vukutu.com/blog/2011/10/recalcitrant-ignorance-in-economics/" target="_blank">Relcalcitrant ignorance</a> indeed.</p>
<p>One of the key insights of Keynesian economics is that a government is not like a household:  Governments can increase their income by increasing their spending, something most households cannot do.   Another key insight is that the effect of one person doing something may be very different if many people also do it.  To see better at a baseball stadium, for instance, you can stand up, but this only works if the people in front of you stay seated; if everyone stands, you will see no better than if everyone stayed seated.    Likewise, the economy-wide effects of individuals saving may be deleterious even when the effects are beneficial for an individual.   Keynes called this the savings trap.  Instead of learning from such insights, we get a British Prime Minister telling us all in 2011 to save hard and reduce our personal debt, and treating the national budget as if he were running a a household in Grantham.</p>
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		<title>Recalcitrant ignorance in economics</title>
		<link>http://www.vukutu.com/blog/2011/10/recalcitrant-ignorance-in-economics/</link>
		<comments>http://www.vukutu.com/blog/2011/10/recalcitrant-ignorance-in-economics/#comments</comments>
		<pubDate>Mon, 17 Oct 2011 08:44:56 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=3411</guid>
		<description><![CDATA[British business economist John Kay has written an essay for the Institute for New Economic Thinking on the failures of mainstream macro-economics.   Among many insightful comments, there is this: What Lucas means when he asserts that deviations are ‘too small to matter’ is that attempts to construct general models of deviations from the efficient market [...]]]></description>
			<content:encoded><![CDATA[<p>British business economist John Kay has written an <a href="http://www.johnkay.com/2011/10/04/the-map-is-not-the-territory-an-essay-on-the-state-of-economics" target="_blank">essay</a> for the <a href="http://ineteconomics.org/" target="_blank">Institute for New Economic Thinking</a> on the failures of mainstream macro-economics.   Among many insightful comments, there is this:</p>
<blockquote><p>What Lucas means when he asserts that deviations are ‘too small to matter’ is that attempts to construct general models of deviations from the efficient market hypothesis – by specifying mechanical trading rules or by writing equations to identify bubbles in asset prices – have not met with much success.  But this is to miss the point: the expert billiard player plays a nearly perfect game, but it is the imperfections of play between experts that determine the result.  There is a – trivial – sense in which the deviations from efficient markets are too small to matter – and a more important sense in which these deviations are the principal thing that matters.&#8221;</p></blockquote>
<p>Mostly agreeing with Kay, <a href="http://krugman.blogs.nytimes.com/2011/10/14/the-critics-of-modern-macro-are-wrong/" target="_blank">Paul Krugman</a> repeats a point he has made before about the freshwater economists &#8212; their failure to understand the deductive implications of their own models:</p>
<blockquote><p>Here’s what we agree on: if consumers have perfect foresight, live forever, have perfect access to capital markets, etc., then they will take into account the expected future burden of taxes to pay for government spending. If the government introduces a new program that will spend $100 billion a year forever, then taxes must ultimately go up by the present-value equivalent of $100 billion forever. Assume that consumers want to reduce consumption by the same amount every year to offset this tax burden; then consumer spending will fall by $100 billion per year to compensate, wiping out any expansionary effect of the government spending.</p>
<p>But suppose that the increase in government spending is temporary, not permanent — that it will increase spending by $100 billion per year for only 1 or 2 years, not forever. This clearly implies a lower future tax burden than $100 billion a year forever, and therefore implies a fall in consumer spending of less than $100 billion per year. So the spending program IS expansionary in this case, EVEN IF you have full Ricardian equivalence.&#8221;</p></blockquote>
<p>As Krugman says:</p>
<blockquote><p>The fact that these guys don’t even get the implications of their own models right tells us that the problem runs deeper than believing too much in abstract math. At some level it has to be political: they want to declare government policy ineffectual so badly that for all their vaunted modeling mojo they can’t be bothered to think it through, or listen to other people who point out their error.&#8221;</p></blockquote>
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		<title>The macroeconomic dark ages</title>
		<link>http://www.vukutu.com/blog/2011/09/the-macroeconomic-dark-ages/</link>
		<comments>http://www.vukutu.com/blog/2011/09/the-macroeconomic-dark-ages/#comments</comments>
		<pubDate>Sat, 10 Sep 2011 12:19:25 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=3298</guid>
		<description><![CDATA[Paul Krugman, writing about the failings of macro-economists before and after the Great Recession, notes the wide social consequences of the pro-abstraction, anti-history turn in the study of economics this last half-century.   Sadly, this turn has been another instance of the dominance of Descartian autism in western intellectual culture. Early in 2009, when the Obama stimulus [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.palgrave-journals.com/eej/journal/v37/n3/full/eej20118a.html" target="_blank">Paul Krugman</a>, writing about the failings of macro-economists before and after the Great Recession, notes the wide social consequences of the pro-abstraction, anti-history turn in the study of economics this last half-century.   Sadly, this turn has been another instance of the dominance of <a href="http://www.vukutu.com/blog/2009/12/vale-stephen-toulmin/" target="_blank">Descartian autism in western intellectual culture</a>.</p>
<blockquote><p>Early in 2009, when the Obama stimulus was under discussion, I was stunned to read statements from a number of well-regarded economists asserting not merely that the plan was a bad idea in practice — a defensible idea — but that debt-financed government spending could not, in principle, raise overall spending. Here&#8217;s John Cochrane:</p>
<p><span id="more-3298"></span></p>
<p>“If the government borrows a dollar from you, that is a dollar that you do not spend, or that you do not lend to a company to spend on new investment. Every dollar of increased government spending must correspond to one less dollar of private spending. Jobs created by stimulus spending are offset by jobs lost from the decline in private spending. We can build roads instead of factories, but fiscal stimulus can’t help us to build more of both. This is just accounting, and does not need a complex argument about ‘crowding out.’”</p>
<p>I won’t go into detail here about why that&#8217;s wrong. Let&#8217;s just say that statements like this reveal a complete ignorance of almost 80 years of macroeconomic analysis. Even the simplest multiplier model tells you that while it&#8217;s true that <em>S</em>=<em>I</em>, that equals sign cannot be replace with an arrow running from left to right.</p>
<p>But what became clear in the policy debate after the 2008 crisis was that many economists — including many macroeconomists — <em>don’t know</em> the simplest multiplier analysis. They literally know nothing about models in which aggregate demand can be determined by more than the quantity of money. I’m not saying that they have looked into such models and rejected them; they are unaware that it&#8217;s even possible to tell a logically consistent Keynesian story. We’ve entered a Dark Age of macroeconomics, in which much of the profession has lost its former knowledge, just as barbarian Europe had lost the knowledge of the Greeks and Romans.</p>
<p>As long as monetary policy could bear the burden of macroeconomic stabilization, this didn’t seem to matter too much: even as equilibrium business cycle theory became increasingly dominant in graduate study, central banks, like medieval monasteries, kept the old learning alive. But once we were hit with such a severe banking and balance sheet crisis that monetary policy hit the zero lower bound, it was crucial that the economics profession be able to weigh in knowledgeably and coherently on other possible actions. And it turned out that it couldn’t.</p>
<p>You often hear people saying that the crisis has revealed the need for new economic thinking, for new ideas about macroeconomics. Yet the first priority seems to be to resuscitate old ideas. Brad DeLong describes an interview of Larry Summers by Martin Wolf as follows: “Asked to name where to turn to understand what was going on in 2008, Summers cited three dead men, a book written 33 years ago, and another written the century before last.” And in my view, Summers basically got it right.</p>
<p>How did all this knowledge get lost? Well, being the age I am, I was able to watch the transformation of macroeconomics in real time, and I’d say that what happened was a runaway social process.</p>
<p>First, success in academic economics came from publishing “hard” papers — meaning papers that used rigorous and preferably difficult mathematics. This in itself biased publication toward equilibrium business cycle models, as opposed to the <em>ad hoc</em> modeling typical of what I consider useful macroeconomics. Graduate education, in turn, became increasingly focused on the kind of work that could get published and lead to tenure. Successive cohorts of students were trained only in the newly rigorous version of macro, which had lost touch with the field&#8217;s previous intellectual achievements.</p>
<p>And as these cohorts became professors in their turn, they closed off both publication and promotion to anyone who questioned the dominant academic approach. Robert Lucas wrote more than 30 years ago — approvingly! — about how participants in seminars would “whisper and giggle” when someone presented a Keynesian analysis. No wonder that any non-equilibrium ideas dropped out of the curriculum and the conversation.</p>
<p>All of this would have been OK if the triumph of anti-Keynesianism was justified by superior empirical success. But it wasn’t. As I read the history of the equilibrium approach, it&#8217;s a story of failing upward. Lucas-type models clearly failed to account for the duration of slumps; rather than reconsider flexible prices and rational expectations, Lucas&#8217;s followers moved on to real business cycles (RBC). RBC models failed to generate any strikingly successful predictions, and in fact lost whatever plausibility they had once productivity started becoming pro-cyclical rather than counter-cyclical. But by that time the people doing these models didn’t know that there was any alternative.</p>
<p>And the result was that faced with a severe economic crisis, the profession spoke with a cacophony of voices. Or maybe a better way to put it is that the policy debate of 2009–2010 was virtually indistinguishable from the policy debate of 1931–1932. Long-refuted doctrines that should have been consigned to the dustbin of history were stated as if they were fresh new ideas — and they were fresh and new to many economists, because our profession had lost so much of its heritage.</p>
<p>In short, in responding to the crisis, the profession presented a sorry spectacle of unnecessary ignorance that didn’t even recognize itself as ignorance, of bitter debate over issues that were resolved many decades earlier. And all of this, of course, made the profession mostly useless at a time when it could and should have been of great service. Put it this way: we would have responded better to this crisis if macroeconomics had been frozen at the level of knowledge it had in 1948, when Paul Samuelson published the first edition of his famous textbook. And the result has been to leave actual policy discussion without any discipline from the people who should be shaping that discussion: politicians and officials have been free to follow their prejudices and intuitions, never mind the lessons of history and analysis. Economists have failed to fulfill their social function.&#8221;</p></blockquote>
<p><em>Reference:</em></p>
<p>Paul Krugman [2011]:  <a href="http://www.palgrave-journals.com/eej/journal/v37/n3/full/eej20118a.html" target="_blank">Presidential Address: The Profession and the Crisis</a>.   <em>Eastern Economic Journal, </em><strong>37:</strong> 307–312.</p>
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		<title>Tim Harford at LSE:  Dirigisme in action</title>
		<link>http://www.vukutu.com/blog/2011/06/tim-harford-at-lse-dirigisme-in-action/</link>
		<comments>http://www.vukutu.com/blog/2011/06/tim-harford-at-lse-dirigisme-in-action/#comments</comments>
		<pubDate>Sat, 11 Jun 2011 10:35:41 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Decision theory]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Forecasting]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>
		<category><![CDATA[Project Management]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=3105</guid>
		<description><![CDATA[This week  I heard economic journalist Tim Harford talk at the London School of Economics (LSE), on a whirlwind tour (7 talks, I think he told us, this week) to promote his new book.   Each talk is on one topic covered in the book, and at LSE he talked about the GFC and his suggestions [...]]]></description>
			<content:encoded><![CDATA[<p>This week  I heard economic journalist <a href="http://timharford.com/" target="_blank">Tim Harford</a> talk at the London School of Economics (LSE), on a whirlwind tour (7 talks, I think he told us, this week) to promote his new book.   Each talk is on one topic covered in the book, and at LSE he talked about the GFC and his suggestions for preventing its recurrence.</p>
<p>Harford&#8217;s talk itself was chatty, anecdotal, and witty.    Economics is still in deep thrall to its 19th century fascination with physical machines, and this talk was no exception.   The anecdotes mostly concerned Great Engineering Disasters of our time, with Harford emphasizing the risks that arise from tightly-coupling of components in systems and, ironically, frequent misguided attempts to improve their safety which only worsen it.</p>
<p>Anecdotal descriptions of failed engineering artefacts <strong>may</strong> have relevance to the preventing a repeat of the GFC, but Harford did not make any case that they do.  He just gave examples from engineering and from financial markets, and asserted that these were examples of the same conceptual phenomena.    However, as metaphors for economies machines and mechanical systems are worse than useless, since they emphasize in people&#8217;s minds, especially in the minds of regulators and participants, mechanical and stand-alone aspects of systems which are completely inappropriate here.   Economies and marketplaces are NOT like machines, with inanimate parts whose relationships are static and that move when levers are pulled, or effects which can be known or predicted when causes are instantiated, or components designed centrally to achieve some global objectives.  Autonomous, intelligent components having dynamic relationships describes few machines or mechanical systems, and certainly none from the 19th century.   </p>
<p>A better category of failure metaphors would be ecological and biological.   We introduce cane toads to North Queensland to prey upon a sugar cane pest, and the cane toads, having no predators themselves,  take over the country.    Unintended and unforeseen consequences of actions, not arising merely because the  system is complex or its parts tightly-coupled, but arise because the system comprises multiple autonomous and goal-directed actors with different beliefs, histories and motivations, and whose relationships with one another change as a result of their interactions.  </p>
<p>Where, I wanted to shout to Harford, were the ecological metaphors?  Why, I wanted to ask, does this 19th-century fascination with deterministic, centralized machines and mechanisms persist in economics, despite its obvious irrelevance and failings? Who, if not rich FT journalists with time to write books, I wanted to know, will think differently about these problems?</p>
<p>Finally, only economists strongly in favour of allowing market forces to operate unfettered would have used the dirigismic methods that the LSE did to allocate people to seats for this lecture.  We were forced to sit in rows in our order of arrival in the auditorium. Why was this?  When I asked an usher for the reason, the answer I was given made no sense:   <em>Because we expect a full hall</em>.    Why were the organizers so afraid of allowing people to exercise their own preferences as to where to sit?  We don&#8217;t all have the same hearing and sight capabilities, we don&#8217;t all have the same preferences as to side of the hall, or side  of the aisle, etc. We don&#8217;t all arrive in parties of the same size.  We don&#8217;t all want to sit behind a tall person or near a noisy group.</p>
<p>The hall was not full, as it happened, so we were crammed into place in part of the hall like passive objects in a consumer choice model of voting, instead of as free, active citizens in a democracy occupying whatever position we most preferred of those still available.  But even if the hall had been full, there are less-centralized and less-unfriendly methods of matching people to seats.  The 20 or so LSE student ushers on hand, for instance, could been scattered about the hall to direct latecomers to empty seats, rather than lining the aisles like red-shirted troops to prevent people sitting where they wanted to.</p>
<p><strong>What hope is there that our economic problems will be solved when the London School of Economics, of all places, uses central planning to sit people in public lectures?</strong></p>
<p><em>Update:</em> There is an interesting critical review of Harford&#8217;s latest book, <a href="http://whimsley.typepad.com/whimsley/2011/06/an-uncertain-world-ii-adapt-by-tim-harford.html" target="_blank">here</a>.</p>
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		<title>Concat:  The crisis in macroeconomic policy execution</title>
		<link>http://www.vukutu.com/blog/2010/11/concat-the-crisis-in-macroeconomic-policy-execution/</link>
		<comments>http://www.vukutu.com/blog/2010/11/concat-the-crisis-in-macroeconomic-policy-execution/#comments</comments>
		<pubDate>Tue, 30 Nov 2010 14:13:46 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Concats]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>
		<category><![CDATA[Globalization]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=2647</guid>
		<description><![CDATA[During the Great Depression, as the Bank of England and British banks were attempting to renegotiate the terms of their loans from the USA, the British sent Sir Otto Niemeyer to Australia to prevent Australia doing the same for its loans from Britain.    The injustice and unabashed hypocrisy of this &#8211; where you stood on [...]]]></description>
			<content:encoded><![CDATA[<p>During the Great Depression, as the Bank of England and British banks were attempting to renegotiate the terms of their loans from the USA, the British sent Sir Otto Niemeyer to Australia to prevent Australia doing the same for its loans from Britain.    The injustice and unabashed hypocrisy of this &#8211; where you stood on the issue of debt repayment clearly depending on where you sat &#8211; always angered me.    Had I been around in 1932, I would have supported New South Wales Premier Jack Lang&#8217;s refusal to hand over moneys from the NSW State Government owed to the Australian Commonwealth Government for its payment of interest on NSW foreign debts.</p>
<p>We seem to be in for more hypocrisy and hard times, as the share-owning class, having received bailouts from western taxpayers for their investments in failed and paralyzed banks, now raise a wacka wacka huna kuna against public sector debt.    The plain people of Ireland, for example, will now be paying for the malfeasance and incompetence of their richer compatriots.</p>
<p>Two illuminating posts from Brad DeLong and Paul Krugman on our failed western political system, which seems unable to fix our failed economy, despite us knowing what should be done:</p>
<p>Brad DeLong [2010-11-25]: <a href="http://www.project-syndicate.org/commentary/delong108/English" target="_blank">The retreat of macroeconomic policy</a>.  Project Syndicate.</p>
<p>Paul Krugman [2010-11-26]:  <a href="http://krugman.blogs.nytimes.com/2010/11/26/the-instability-of-moderation/#more-14713" target="_blank">The instability of moderation</a>.  The New York Times.</p>
<p>And here is Barry Eichengreen on the Irish bailout:</p>
<p>Barry Eichengreen [2010-12-01]: <a href="http://www.irisheconomy.ie/index.php/2010/12/01/barry-eichengreen-on-the-irish-bailout/" target="_blank">Ireland&#8217;s reparations burden</a>. The Irish Economy blog.  Originally published in <a href="http://www.handelsblatt.com/meinung/gastbeitraege/irland-jaemmerliches-versagen;2702860" target="_blank">Handelsblatt</a> (in German).</p>
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		<title>Concat 1:  The GEC</title>
		<link>http://www.vukutu.com/blog/2010/07/the-gec/</link>
		<comments>http://www.vukutu.com/blog/2010/07/the-gec/#comments</comments>
		<pubDate>Wed, 21 Jul 2010 10:58:15 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Concats]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Politics]]></category>

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		<description><![CDATA[A post to concatenate interesting material on the GFC and the GEC: Robert Marks [2010]:  A timeline of the Global Financial Crisis. (Initial version published in the Australian Journal of Management, and since updated.) Larissa MacFarquhar [2010]:  The deflationist:  How Paul Krugman found politics.  The New Yorker, 2010-03-01, pp. 38-49. John Lanchester [2009]:  Outsmarted:  high [...]]]></description>
			<content:encoded><![CDATA[<p>A post to concatenate interesting material on the GFC and the GEC:</p>
<ul>
<li>Robert Marks [2010]:  <a href="http://www.agsm.edu.au/bobm/iows/timeline.pdf" target="_blank">A timeline of the Global Financial Crisis</a>. (Initial version published in the <em>Australian Journal of Management</em>, and since updated.)</li>
<li>Larissa MacFarquhar [2010]:  <a href="http://www.newyorker.com/reporting/2010/03/01/100301fa_fact_macfarquhar" target="_blank">The deflationist:  How Paul Krugman found politics</a>.  <em>The New Yorker</em>, 2010-03-01, pp. 38-49.</li>
<li>John Lanchester [2009]:  <a href="http://www.newyorker.com/arts/critics/books/2009/06/01/090601crbo_books_lanchester" target="_blank">Outsmarted:  high finance vs. human nature</a>.  <em>The New Yorker</em>, 2009-06-01, pp. 83-87.</li>
<li>Anon [2009]: <a href="http://www-personal.umich.edu/~rudib/economist_2.pdf" target="_blank">The other-wordly philosophers</a>.  <em>The Economist</em>, 2009-07-18/24, pp. 70-72.</li>
<li>Anon [2009]: <a href="http://www-personal.umich.edu/~rudib/economist_3.pdf" target="_blank">Efficiency and beyond</a>.  <em>The Economist</em>, 2009-07-18/24, pp. 73-74.</li>
<li>John Cassidy [2010]:  <a href="http://www.viet-studies.info/kinhte/Cassidy_LetterFromChicago_NYer.htm" target="_blank">After the Blow-Up:  Laissez-faire economists do some soul-searching &#8211; and finger-pointing</a>.  <em>The New Yorker</em>, 2010-01-11, pp. 28-33.</li>
<li>John Cassidy [2009]:  <a href="http://www.newyorker.com/reporting/2009/10/05/091005fa_fact_cassidy?currentPage=all" target="_blank">Rational irrationality:  the real reason that capitalism is so crash-prone</a>.  <em>The New Yorker</em>, 2009-10-05, pp. 30-35.</li>
<li>Paul Krugman [2009]: <a href="http://www.nytimes.com/2009/09/06/magazine/06Economic-t.html?_r=1&amp;em=&amp;pagewanted=print" target="_blank">How did economists get it so wrong</a>? <em>The New York Times</em>, 2009-09-06.</li>
<li>J. Doyne Farmer and Duncan Foley [2009]: <a href="http://www.nature.com/nature/journal/v460/n7256/full/460685a.html" target="_blank">The economy needs agent-based modeling</a>. Nature, <strong>460</strong>, 685-686 (2009-08-06).</li>
<li>Mark Buchanan [2009]: <a href="http://www.nature.com/news/2009/090805/full/460680a.html" target="_blank">Economics: meltdown modeling</a>. Nature, <strong>460</strong>, 680-682 (2009-08-06).</li>
<li>Jonathan Jarvis [2009]:  <a href="http://jonathanjarvis.com/crisis-of-credit" target="_blank">Crisis of Credit</a> (Animation).</li>
</ul>
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		<title>Mass customization of economic laws</title>
		<link>http://www.vukutu.com/blog/2010/07/mass-customization-of-economic-laws/</link>
		<comments>http://www.vukutu.com/blog/2010/07/mass-customization-of-economic-laws/#comments</comments>
		<pubDate>Tue, 06 Jul 2010 14:31:56 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=1934</guid>
		<description><![CDATA[Belatedly, I have just seen a column by John Kay in the FT of 13 April 2010 (subscribers only), entitled:  &#8220;Economics may be dismal, but it is not a science.&#8221; His column reminded me of Stephen Toulmin&#8217;s arguments in his book Cosmopolis about the universalizing tendencies of modern western culture these last four centuries, which [...]]]></description>
			<content:encoded><![CDATA[<p>Belatedly, I have just seen a <a href="http://www.ft.com/cms/s/0/19491372-472c-11df-b253-00144feab49a.html" target="_blank">column by John Kay</a> in the FT of 13 April 2010 (subscribers only), entitled:  <em>&#8220;Economics may be dismal, but it is not a science.&#8221; </em>His column reminded me of Stephen Toulmin&#8217;s arguments in his book <em>Cosmopolis</em> about the universalizing tendencies of modern western culture these last four centuries, which I discussed <a href="http://www.vukutu.com/blog/2009/12/vale-stephen-toulmin/" target="_blank">here</a>.</p>
<p>An excerpt from Kay&#8217;s column:</p>
<blockquote><p>Both the efficient market hypothesis and DSGE [Dynamic Stochastic General Equilibrium models] are associated with the idea of rational expectations – which might be described as the idea that households and companies make economic decisions as if they had available to them all the information about the world that might be available. If you wonder why such an implausible notion has won wide acceptance, part of the explanation lies in its conservative implications. Under rational expectations, not only do firms and households know already as much as policymakers, but they also anticipate what the government itself will do, so the best thing government can do is to remain predictable. Most economic policy is futile.</p>
<p>So is most interference in free markets. There is no room for the notion that people bought subprime mortgages or securitised products based on them because they knew less than the people who sold them. When the men and women of Goldman Sachs perform “God’s work”, the profits they make come not from information advantages, but from the value of their services. The economic role of government is to keep markets working.</p>
<p>These theories have appeal beyond the ranks of the rich and conservative for a deeper reason. If there were a simple, single, universal theory of economic behaviour, then the suite of arguments comprising rational expectations, efficient markets and DSEG would be that theory. Any other way of describing the world would have to recognise that what people do depends on their fallible beliefs and perceptions, would have to acknowledge uncertainty, and would accommodate the dependence of actions on changing social and cultural norms. Models could not then be universal: they would have to be specific to contexts.</p>
<p>The standard approach has the appearance of science in its ability to generate clear predictions from a small number of axioms. But only the appearance, since these predictions are mostly false. The environment actually faced by investors and economic policymakers is one in which actions do depend on beliefs and perceptions, must deal with uncertainty and are the product of a social context. There is no universal economic theory, and new economic thinking must necessarily be eclectic. That insight is Keynes’s greatest legacy.</p></blockquote>
<p class="tags">Technorati Tags: <a href="http://technorati.com/tag/efficient+market+hypothesis" rel="tag">efficient market hypothesis</a>, <a href="http://technorati.com/tag/Dynamic+Stochastic+General+Equilibrium" rel="tag">Dynamic Stochastic General Equilibrium</a>, <a href="http://technorati.com/tag/rational+expectations" rel="tag">rational expectations</a></p>]]></content:encoded>
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		<title>Catwoman, my old flame</title>
		<link>http://www.vukutu.com/blog/2010/04/catwoman-my-old-flame/</link>
		<comments>http://www.vukutu.com/blog/2010/04/catwoman-my-old-flame/#comments</comments>
		<pubDate>Fri, 09 Apr 2010 14:36:18 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Decision theory]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=1748</guid>
		<description><![CDATA[Those of you paying attention to these lectures will realize how obsessed I am with Economics.  That flaxen-haired lady promised so much, but she has so many flaws and failings.   When we first meet her, it seems she is everything you could wish for:  she is concerned with how society should be organized, how people [...]]]></description>
			<content:encoded><![CDATA[<p>Those of you paying attention to these lectures will realize how obsessed I am with Economics.  That flaxen-haired lady promised so much, but she has so many flaws and failings.   When we first meet her, it seems she is everything you could wish for:  she is concerned with how society should be organized, how people should be given material goods, how the benefits of new technology and material well-being should be shared with all, and how the poor should be enriched, so that they can spend their time on self-improving and fulfilling activities, like art and sport.  So much is promised!</p>
<p>But then, once the flirtation and seduction are over, her flaws become evident. I have been thinking about these flaws again, having just read Deirdre McCloskey&#8217;s superb 2002 pamphlet, <a href="http://www.prickly-paradigm.com/paradigm4.pdf" target="_blank"><em>The Secret Sins of Economics</em></a>.  Many of McCloskey&#8217;s criticisms are ones I (and many others) have made before, but some are new.   I decided, for comparison, to list here my chief complaints with this blemished beauty, this feline seductress, Our Lady of the Catallacts.  Date her if you wish, but you should read these accounts by her ex-lovers before you do.</p>
<p>First, she is blinkered, often unable to see what is obvious to anyone else &#8211; that we are all shaped by social and cultural forces, and peer pressures.   Instead, Catwoman and her acolytes invariably assume an individualist explanation for any economic or social phenomenon, and then seek to demonstrate it.  McCloskey calls this a focus on the P-variables (price, individual prudence, profit, the profane) as distinct from the S-variables (solidarity, speech, stories, shame) which Anthropology, that Indiana Jones of academic disciplines &#8211; creative, unruly, a thorn in everyone else&#8217;s side &#8211; has focused on.   A classic example is Levitt and Dubner&#8217;s <em>Freakonomics</em>.</p>
<p>Because of her blindness to the social, Cat Lady mostly ignored (until recently) major aspects of society, such as Institutions, legal frameworks, norms, and power relationships, aspects which can make or fail the marketplaces she says she studies.   She can&#8217;t claim that no one mentioned these to her, since 19th-century economists such as Karl Marx made the study of these aspects the work of a lifetime, and their study has continued to the present by sociologists and anthropologists and political scientists.</p>
<p>She has also been blind to anything historical or temporal, as if all her work stood outside the mundane and messy world in which we live.  This blindness manifests itself most strongly in the complete disregard (until recently) for endowments:  how did we get to where we are?  So, for example, free trade theory says that if England produces textiles more cheaply than Portugal, and Portugal produces wine more cheaply then England, the two should trade textiles for wine, and wine for textiles.   And the choice of these products is a subtly clever one, obfuscating much, since wine needs sunshine and not too much rain, while textiles (in the 18th and early 19th centuries) needed lots of rain, in order that the damp air would ensure cotton threads did not break when woven by machines.   So, Portugal&#8217;s sunshine and Northern England&#8217;s rain, being part of the God-given climate, were natural advantages, beyond the control or manipulation of any temporal human powers.  Free trade seems to have been ordained by the Almighty. But why consider only England&#8217;s textiles and not Ireland&#8217;s?    The answer is that Ireland had no textile industry to speak of.  And just why is that?  After all, much of Ireland is as damp as the valleys of Lancashire.   The reason is that the owners of northern English textile factories lobbied the British authorities to exclude Irish-made textiles from entering England.  When Ireland lost its own Parliament in a hostile takeover by Westminster, this protectionism for English textiles was entrenched, and the growing British Empire provided the critical masses of customers to ensure bonuses in Bury and Bolton and Burnley.     (Is it any wonder that people in Ireland and India and elsewhere sought Independence, when colonialism so powerfully stifled economic aspirations.)  Northern England has no <em>natural </em>comparative advantage in textile production, at least, not when compared to Ireland, but an artificial, man-made advantage.  The same type of advantage, in fact, that South Korea today has in ship-building, or the USA in most computer and aerospace technologies.   Where, in the mainstream theory of free trade, are these aspects studied, or even mentioned?</p>
<p>And when, angered by these failings, you face her with them, the wench promises you that that was all in the past, and she will be different from now on.  Path dependence and network goods and institutional economics are all the rage, she says.   But then you find, she&#8217;s still up to her old tricks:  She says she&#8217;s building models of economic phenomena in order to understand, predict and control, just like physicists do.  But, although it looks like that&#8217;s what she&#8217;s doing, in fact her models are not models of real phenomena, but models of stylized abstractions of phenomena.  Her acolytes even use that very word &#8211; <em>stylized</em> &#8211; to describe the &#8220;facts&#8221; which they use to calibrate or test their models.</p>
<p>Of course, she will say, physicists do this too.  Newton famously assumed the planets were perfect spheres in order to predict their relative movements using his theory of gravitation.   But physicists later relax their assumptions, in order to build revised models, in a process that has continued since Newton to the present day.  Physicists also allow their models to be falsified by the data they collect, even when that data too is stylized, and overturned.     Instead, Catwoman is still assuming that people are maximizers of individual utility, with perfect foresight and unlimited processing capabilities, obeying the axiom of the irrelevance of independent alternatives, when all these assumptions have been shown to be false about us.   When was the last time a mainstream economic model was overturned?</p>
<p>Indeed, here is another of her flaws:  her loose grasp of reality.  She says we are always, all of us, acting in our own self-interest.  When you quiz this, pointing out (say) a friend who donated money to a charity, she replies that he is making himself feel better by doing something he thinks virtuous, and thus is maximizing his own self-interest.  Her assumption, it turns out, is unfalsifiable.   It is also naive and morally repugnant &#8211; and false!  Anyone with any experience of the world sees through this assumption straight away, which is why I think our feline friend is borderline <a href="http://www.paecon.net/" target="_blank">autistic</a>.   She just does not know much about real people and how they interact and live in the word. Who would want to step out with someone having such views, and unable to reconstruct them in the light of experience?</p>
<p>And, despite her claims to be grounded in the material world (Paul Samuelson:  <em>&#8220;Economics is the study of how people and society end up choosing, with or without the use of money, to employ scarce productive resources that would have alternative uses,  . . .&#8221;</em>), she sure is fond of metaphysical entities for which no hard evidence exists:  invisible hands, equilibria, perfect competition, free trade, commodities, in fact, the whole shebang.   As marketers say, the existence of a true commodity is evidence that a marketing manager is not doing his or her job.  In comparison, Richard Dawkins with his memes is a mere amateur in this creation of imaginary objects for religious veneration.</p>
<p>One could perhaps accept the scented candles and the imaginary friends if she was a little more humble and tolerant of the opinions of others.  But no, the feline <em>femme fatale</em> and her acolytes are among the most arrogant and condescending of any academic disciplines.  Read the recovering Chicago economist McCloskey for an account of this, if you don&#8217;t believe me.   McCloskey&#8217;s anecdotes and experiences were very familiar to me, especially that sneer from an economist who thinks you&#8217;ve not acted in your own self-interest &#8211; for example, by helping your colleagues or employer with something you are not legally required to do.  Indeed, the theft by economists from philosophers of the word &#8220;<em>rational</em>&#8221; to describe a very particular, narrow, autistic behavior is the best example of this.   Anyone whose behavior does not fit the models of mainstream economics can be thus be labeled <em>irrational</em>, and dismissed from further consideration as if insane.</p>
<p>Date her at your peril!  You have been warned!</p>
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		<title>Vale:  Stephen Toulmin</title>
		<link>http://www.vukutu.com/blog/2009/12/vale-stephen-toulmin/</link>
		<comments>http://www.vukutu.com/blog/2009/12/vale-stephen-toulmin/#comments</comments>
		<pubDate>Wed, 09 Dec 2009 17:08:24 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Argumentation]]></category>
		<category><![CDATA[Computer Science]]></category>
		<category><![CDATA[Computing-as-interaction]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>
		<category><![CDATA[Logic]]></category>
		<category><![CDATA[Obituaries]]></category>
		<category><![CDATA[Philosophy of Language]]></category>
		<category><![CDATA[Rhetoric]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=1440</guid>
		<description><![CDATA[The Anglo-American philosopher, Stephen Toulmin, has just died, aged 87.   One of the areas to which he made major contributions was argumentation, the theory of argument, and his work found and finds application not only in philosophy but in computer science.     For instance, under the direction of John Fox, the Advanced Computation Laboratory at [...]]]></description>
			<content:encoded><![CDATA[<p>The Anglo-American philosopher, Stephen Toulmin, <a href="http://uscnews.usc.edu/obituaries/in_memoriam_stephen_e_toulmin_87.html" target="_blank">has just died</a>, aged 87.   One of the areas to which he made major contributions was argumentation, the theory of argument, and his work found and finds application not only in philosophy but in computer science.    </p>
<p>For instance, under the direction of <a href="http://www.eng.ox.ac.uk/people/fox.jp.html" target="_blank">John Fox</a>, the <a href="http://www.acl.icnet.uk/lab/index.html" target="_blank">Advanced Computation Laboratory</a> at Europe&#8217;s largest medical research charity, <a href="http://www.cancerresearchuk.org/" target="_blank">Cancer Research UK</a> (formerly, the Imperial Cancer Research Fund) applied Toulmin&#8217;s model of argument in computer systems they built and deployed in the 1990s to handle conflicting arguments in some domain.  An example was a system for advising medical practitioners with the arguments for and against prescribing a particular drug to a patient with a particular medical history and disease presentation.  One company commercializing these ideas in medicine is <a href="http://www.infermed.com/" target="_blank">Infermed</a>.    Other applications include the automated prediction of chemical properties such as toxicity (see for example, the work of <a href="http://www.lhasalimited.org/index.php" target="_blank">Lhasa Ltd</a>), and dynamic optimization of extraction processes in mining.</p>
<p><img class="aligncenter size-full wp-image-1445" title="S E Toulmin" src="http://www.vukutu.com/blog/wp-content/uploads/2009/12/S-E-Toulmin.jpg" alt="S E Toulmin" width="175" height="175" /></p>
<p>For me, Toulmin&#8217;s most influential work was was his book <em>Cosmopolis</em>, which identified and deconstructed the main biases evident in contemporary western culture since the work of Descartes:</p>
<ul>
<li>A bias for the written over the oral</li>
<li>A bias for the universal over the particular</li>
<li>A bias for the general over the local</li>
<li>A bias for the timeless over the timely.</li>
</ul>
<p>Formal logic as a theory of human reasoning can be seen as example of these biases at work. In contrast, argumentation theory attempts to reclaim the theory of reasoning from formal logic with an approach able to deal with conflicts and gaps, and with special cases, and less subject to such biases.    <a href="http://normblog.typepad.com/normblog/2009/12/teabags-second-law.html" target="_blank">Norm&#8217;s dispute with Larry Teabag</a> is a recent example of resistance to the puritanical, Descartian desire to impose abstract formalisms onto practical reasoning quite contrary to local and particular sense.</p>
<p>Another instance of Descartian autism is the widespread deletion of economic history from gradaute programs in economics and the associated priviliging of deductive reasoning in abstract mathematical models over other forms of argument (eg, narrative accounts, laboratory and field experiments, field samples and surveys, computer simulation, etc) in economic theory.  One consequence of this autism is the <a href="http://www.vukutu.com/blog/2011/09/the-macroeconomic-dark-ages/" target="_blank">Great Moral Failure of Macroeconomics</a> in the Great World Recession of 2008-onwards.</p>
<p><em>References:</em></p>
<p>S. E. Toulmin [1958]:  <em>The Uses of Argument</em>.  Cambridge, UK: Cambridge University Press. </p>
<p>S. E. Toulmin [1990]: <em>Cosmopolis:  The Hidden Agenda of Modernity</em>.  Chicago, IL, USA: University of Chicago Press.</p>
<p class="tags">Technorati Tags: <a href="http://technorati.com/tag/Stephen+Toulmin" rel="tag">Stephen Toulmin</a>, <a href="http://technorati.com/tag/argumentation" rel="tag">argumentation</a>, <a href="http://technorati.com/tag/logic" rel="tag">logic</a></p>]]></content:encoded>
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		<title>Gray on Akerlof and Shiller</title>
		<link>http://www.vukutu.com/blog/2009/11/gray-on-akerlof-and-shiller/</link>
		<comments>http://www.vukutu.com/blog/2009/11/gray-on-akerlof-and-shiller/#comments</comments>
		<pubDate>Wed, 25 Nov 2009 04:45:07 +0000</pubDate>
		<dc:creator>peter</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Global Economic Crisis]]></category>
		<category><![CDATA[Uncertainty]]></category>

		<guid isPermaLink="false">http://www.vukutu.com/blog/?p=1430</guid>
		<description><![CDATA[Philosopher John Gray has a review in the LRB of Akerlof and Shiller&#8217;s new book on the errors of mainstream economics, a review which mentions the sadly-neglected economist George Shackle.  Shackle, unlike most academic economists, actually worked in industry and Government and had made investment decisions, and knew whereof he wrote. If Akerlof and Shiller’s [...]]]></description>
			<content:encoded><![CDATA[<p>Philosopher John Gray has a <a href="http://www.lrb.co.uk/v31/n22/john-gray/we-simply-do-not-know" target="_blank">review in the LRB of Akerlof and Shiller&#8217;s new book</a> on the errors of mainstream economics, a review which mentions the sadly-neglected economist George Shackle.  Shackle, unlike most academic economists, actually worked in industry and Government and had made investment decisions, and knew whereof he wrote.</p>
<blockquote><p>If Akerlof and Shiller’s grip on the history of economic thought is shaky, they also fail to grasp why Keynes rejected the idea that markets are self-stabilising. Throughout Animal Spirits they portray him as reintegrating psychology with economic theory. No doubt this was one of Keynes’s goals, but it is not his most fundamental revision of economic orthodoxy. Among his other accomplishments he was the author of A Treatise on Probability (1921), in which he tried to develop a theory of ‘rational degrees of belief’. By his own account he failed, and in his canonical General Theory of Employment, Interest and Money (1936) he concluded that there was no way anyone could make forecasts. Future interest rates and prices, new inventions and the likelihood of a European war cannot be predicted: there is no ‘basis on which to form any calculable probability whatever. We simply do not know!’ For Keynes, markets are unstable less because they are driven by emotion than because the future is unknowable. To suggest that the source of market volatility is unreason is to imply that if people were fully rational markets could be stable. But even if people were affectless calculating machines they would still be ignorant of the future, and markets would still be volatile. The root cause of market instability is the insuperable limitation of human knowledge.</p>
<p><span id="more-1430"></span>Later economists have made much of a distinction between risk, which can be assessed in terms of quantifiable likelihood, and uncertainty, where probabilities cannot be attached to possible outcomes. The trouble is that when attempting to forecast the course of the economy we often cannot confidently distinguish between the two. Even our list of possible outcomes may turn out to have omitted the ones that are most important in shaping events. Such an omission was one of the factors that led Long-Term Capital Management, a highly leveraged hedge fund set up by two Nobel Prize winning economists, to fail in 1998-2000. The information used in applying the formula did not include the possibility of such events as the Asian financial crisis and Russia’s default on its sovereign debt, which destabilised global financial markets and helped destroy the fund. The orthodoxy that came unstuck with the collapse of LTCM was not faulty because it neglected the vagaries of human moods; its mistake was to think that the unknown future could be turned into a set of calculable risks and, in effect, conjured out of existence, which was impossible. Several centuries earlier, Pascal – one of the founders of probability theory – had come to the same conclusion, when in the Pensées he asks ironically: ‘Is it probable that probability brings certainty?’</p>
<p>The central flaw of the economic orthodoxy against which Keynes fought in the 1930s was to imagine that an insoluble problem – human ignorance of the future – had been solved. The error was repeated in the 1990s, when economists came to believe that complex mathematical formulae could tame uncertainty in the murky world of derivatives. Steeped in history as they were, this was a delusion that none of the classical economists entertained. It began to shape economics only towards the end of the 19th century, with the rise of Positivism, according to which the natural sciences are the only legitimate repository of human knowledge. It was the formative influence of this philosophy on the Chicago School that enabled the orthodoxy of the 1930s to re-emerge triumphant, and the result was an immense boost to the prestige of economics as a discipline. Economists could claim to be scientists, who with the aid of their mathematical magic could pierce the veil that conceals the future.</p>
<p>The hegemony of Positivism in economics obscured Keynes’s scepticism about probabilistic knowledge, his most important contribution to the discipline. G.L.S. Shackle set Keynes’s argument out systematically in his neglected masterpiece Epistemics and Economics: A Critique of Economic Doctrines (1972). Shackle is probably the only significant economist to have been influenced both by Keynes and by his arch-rival, F.A. Hayek. He knew both of them well, but argued that neither had digested the full implications for economics of our ignorance of the future. Hayek said that governments could never know enough to plan the economy successfully – a claim vindicated by the miserable record of central planning in Communist countries. At the same time, he attributed near omniscience to markets, and never doubted that if left to its own devices the economy would liquidate mistaken investments and return to equilibrium. Against this, Keynes had shown that there is no market mechanism that ensures revival; economic contraction can be self-reinforcing, and only government action can then create a way out.</p>
<p>Shackle took Keynes’s argument a step further, and showed that no economic policy can ensure economic stability indefinitely. ‘Keynesian’ policies are no exception to this rule. Deficit financing and monetary expansion may have worked well in the conditions that existed after the Second World War. It is not clear that they will be so effective today, when globalisation has brought a freedom of capital movements that did not exist then. The lesson of Shackle is that we must be resourceful in devising new remedies, while not losing sight of the fact that none of them works for long.</p>
<p>Akerlof and Shiller claim that their account of the role of psychology helps to explain the financial crisis. ‘Our theory of animal spirits,’ they say, ‘provides an answer to a conundrum: why did most of us utterly fail to foresee the current economic crisis? How can we understand this crisis when it seems to have come out of the blue with no cause?’ They are right that part of the answer lies in an intellectual default within economics, but they seem oblivious of the role of ideology in producing this default. The deformation of economics was not the result only of factors internal to the discipline, it was also part of the short-lived Western triumphalism that followed the end of the Cold War.</p>
<p>. . .</p>
<p>Keynes and the classical economists before him knew that there is no realm of market exchange that obeys laws of the kind that can be formulated in the natural sciences. Economics and politics are not separate branches of human activity, and economic life cannot be studied independently of social divisions and political conflicts among populations, along with their cultures and religions. Familiar to Keynes and most of the economists of his generation, these truisms have been forgotten, or rejected, by many economists today. The result is an economic imperialism that tries to explain every human activity in terms of a conception of rational action that does not work even when applied to the behaviour of markets.</p>
<p>Of course, there is a standard response to these observations, which is that unrealism in economic theories doesn’t matter. As developed by Milton Friedman, among others, this is in effect a version of instrumentalism, a tenable position in the philosophy of science. For instrumentalists, the goal of science is not a true representation of the world; it is to organise our observations into a theoretical framework that serves practical goals, such as prediction and control. But what practical goals have been served by the type of economics dominant over the past two decades? It has been useful neither in making predictions nor in responding to unforeseen developments.</p>
<p>Akerlof and Shiller intend their analysis to contribute to an intellectual reformation in economics, as a consequence of which the discipline will become more useful to policy-makers. It must be doubted, though, that the authors will succeed in persuading economists of the inadequacy of the conception of rational action. The profession is one of the few areas of human activity in which that conception is applicable. In its intra-academic varieties, at any rate, economics is insulated from the world not only by its narrow explanatory methodology but also because it rewards the mathematical modelling that resulted in nearly all of its members failing to anticipate the financial crisis. As institutionalised in universities, the notion of rational decision-making is self-perpetuating. Economics as currently practised may have only a slight grip on market behaviour, but it seems to be powerfully predictive of the behaviour of economists.&#8221;</p></blockquote>
<p><em>Reference:</em></p>
<p>John Gray [2009]: <a href="http://www.lrb.co.uk/v31/n22/john-gray/we-simply-do-not-know" target="_blank">We Simply Do Not Know!</a>  <em>London Review of Books</em>,  31 (22): 13-14, 19 November 2009.  Review of: <cite>Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism,</cite> by George Akerlof and Robert Shiller. (Princeton).</p>
<p class="tags">Technorati Tags: <a href="http://technorati.com/tag/George+Shackle" rel="tag">George Shackle</a>, <a href="http://technorati.com/tag/John+Gray" rel="tag">John Gray</a>, <a href="http://technorati.com/tag/George+Akerlof" rel="tag">George Akerlof</a>, <a href="http://technorati.com/tag/Robert+Shiller" rel="tag">Robert Shiller</a></p>]]></content:encoded>
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