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	<title>Reflecting while Learning</title>
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		<title>Modeling the economist modeling the economy!</title>
		<link>http://paragwaknis.wordpress.com/2011/06/27/modeling-the-economist-modeling-the-economy/</link>
		<comments>http://paragwaknis.wordpress.com/2011/06/27/modeling-the-economist-modeling-the-economy/#comments</comments>
		<pubDate>Mon, 27 Jun 2011 16:31:32 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[current economic issues]]></category>
		<category><![CDATA[economists]]></category>
		<category><![CDATA[macroeconomics]]></category>
		<category><![CDATA[endogenous indoctrination]]></category>
		<category><![CDATA[political economy]]></category>
		<category><![CDATA[Saint-Paul Gilles]]></category>

		<guid isPermaLink="false">http://paragwaknis.wordpress.com/?p=281</guid>
		<description><![CDATA[Saint-Paul Gilles of Toulouse School in Paris is one of those economists whom, you cannot afford not to read. If he writes it, you read it period. He has come up with a very interesting paper on the political economy &#8230; <a href="http://paragwaknis.wordpress.com/2011/06/27/modeling-the-economist-modeling-the-economy/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=281&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p><a href="http://idei.fr/vitae.php?i=52" target="_blank">Saint-Paul Gilles</a> of Toulouse School in Paris is one of those economists whom, you cannot afford not to read. If he writes it, you read it period. He has come up with a very interesting paper on the political economy of macroeconomic thinking- again a must read! you can find it <a href="http://idei.fr/doc/wp/2011/political.pdf" target="_blank">here</a>.</p>
<p>A few months back, I came across an interesting presentation by him titled &#8220;<a href="http://res.fileburst.com/video/2009/saintpaul.html" target="_blank">Endogenous Indoctrination</a>&#8220;. He uses interesting techniques to see how indoctrination can evolve in a society and influence voter attitudes where teachers have a certain attitude towards the market system.</p>
<p>Enjoy!</p>
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		<title>Perils of using PennWorld Data</title>
		<link>http://paragwaknis.wordpress.com/2011/06/14/perils-of-using-pennworld-data/</link>
		<comments>http://paragwaknis.wordpress.com/2011/06/14/perils-of-using-pennworld-data/#comments</comments>
		<pubDate>Tue, 14 Jun 2011 11:54:09 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

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		<description><![CDATA[Seems like results from a lot of published papers will have to be revisited: http://www.chrispapageorgiou.com/papers/NBERwp15455.pdf<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=276&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Seems like results from a lot of published papers will have to be revisited:</p>
<p><a href="http://www.chrispapageorgiou.com/papers/NBERwp15455.pdf">http://www.chrispapageorgiou.com/papers/NBERwp15455.pdf</a></p>
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		<title>Basmati Exports and RiceTech&#8217;s patents</title>
		<link>http://paragwaknis.wordpress.com/2011/06/14/basmati-exports-and-ricetechs-patents/</link>
		<comments>http://paragwaknis.wordpress.com/2011/06/14/basmati-exports-and-ricetechs-patents/#comments</comments>
		<pubDate>Tue, 14 Jun 2011 11:50:34 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[current economic issues]]></category>
		<category><![CDATA[Basmati patents]]></category>
		<category><![CDATA[Basmati rice]]></category>

		<guid isPermaLink="false">http://paragwaknis.wordpress.com/?p=274</guid>
		<description><![CDATA[Stressing the need to acknowledge the proprietary rights over traditional knowledge and practices: Abstract: The controversy over the granting of patenting rights to three new strains of Basmati rice by the U.S. Patent and Trademark Office is used as a case study &#8230; <a href="http://paragwaknis.wordpress.com/2011/06/14/basmati-exports-and-ricetechs-patents/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=274&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Stressing the need to acknowledge the proprietary rights over traditional knowledge and practices:</p>
<p>Abstract:</p>
<div id="alpha">
<p>The controversy over the granting of patenting rights to three new strains of Basmati rice by the U.S. Patent and Trademark Office is used as a case study to analyze the impact of incomplete protection of intellectual property. Results suggest that the introduction of a competing product that may infringe on India’s geographical indicator has lowered the product differentiation of Indian Basmati rice in key export markets.</p>
<p>Mulik, Kranti and Crespi, John M. (2011) &#8220;Geographical Indications and The Trade Related Intellectual Property Rights Agreement (TRIPS): A Case Study of Basmati Rice Exports,&#8221; <em>Journal of Agricultural &amp; Food Industrial Organization</em>: Vol. 9: Iss. 1, Article 4.<br />
<strong>DOI:</strong> 10.2202/1542-0485.1336<br />
<strong>Available at:</strong> <a href="http://www.bepress.com/jafio/vol9/iss1/art4" target="_blank">http://www.bepress.com/jafio/vol9/iss1/art4</a></p>
</div>
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		<title>Top 20 AER articles of the century!</title>
		<link>http://paragwaknis.wordpress.com/2011/04/02/top-20-aer-articles-of-the-century/</link>
		<comments>http://paragwaknis.wordpress.com/2011/04/02/top-20-aer-articles-of-the-century/#comments</comments>
		<pubDate>Sat, 02 Apr 2011 19:57:51 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

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		<description><![CDATA[The February 2011 issue is the 100th anniversary issue of the American Economic Review. Taking this opportunity, the first article lists top 20 articles published in AER since its inception. There was a committee set up to pick these articles which used a more &#8230; <a href="http://paragwaknis.wordpress.com/2011/04/02/top-20-aer-articles-of-the-century/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=271&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The February 2011 issue is the 100th anniversary issue of the <em>American Economic Review. </em>Taking this opportunity, the first article lists top 20 articles published in AER since its inception. There was a committee set up to pick these articles which used a more informal process to select 20 admirable and important articles. <a href="http://pubs.aeaweb.org/doi/pdfplus/10.1257/aer.101.1.1" target="_blank">Click here</a> to find out who made it to top 20!</p>
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			<media:title type="html">paragwaknis</media:title>
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		<title>Lagos-Wright with a New Keynesian Flavor!</title>
		<link>http://paragwaknis.wordpress.com/2011/01/11/lagos-wright-with-a-new-keynesian-flavor/</link>
		<comments>http://paragwaknis.wordpress.com/2011/01/11/lagos-wright-with-a-new-keynesian-flavor/#comments</comments>
		<pubDate>Tue, 11 Jan 2011 22:46:49 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[money search]]></category>
		<category><![CDATA[Aruoba]]></category>
		<category><![CDATA[Lagos Wright]]></category>
		<category><![CDATA[new Keynesian models and search]]></category>

		<guid isPermaLink="false">http://paragwaknis.wordpress.com/?p=262</guid>
		<description><![CDATA[There is so much one can do with a simple 2 subperiod model. For a brief survey, take a look at this. More recently, however, I came across this yet another addition by Aruoba and Schorfheide in the latest issue of &#8230; <a href="http://paragwaknis.wordpress.com/2011/01/11/lagos-wright-with-a-new-keynesian-flavor/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=262&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>There is so much one can do with a simple 2 subperiod model. For a brief survey, take a look at <a href="http://www.artsci.wustl.edu/~swilliam/papers/ww-ii-feb-28.pdf" target="_blank">this</a>. More recently, however, I came across this yet another addition by <a href="http://pubs.aeaweb.org/doi/pdfplus/10.1257/mac.3.1.60" target="_blank">Aruoba and Schorfheide</a> in the latest issue of the <em>American Economic Journal: Macroeconomics</em>. The paper features a version of the <a href="http://ideas.repec.org/a/ucp/jpolec/v113y2005i3p463-484.html" target="_blank">Lagos-Wright</a> (a 2 subperiod divisible goods divisible money search) model. The first subperiod is still the decentralized trade, but the second subperiod (centralized market) features a standard new Keynesian economy with rigid prices!</p>
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		<title>Networks and Macroeconomics</title>
		<link>http://paragwaknis.wordpress.com/2010/12/04/networks-and-macroeconomics/</link>
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		<pubDate>Sun, 05 Dec 2010 00:53:34 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[current economic issues]]></category>
		<category><![CDATA[macroeconomics]]></category>
		<category><![CDATA[Macroeconomics and the crisis]]></category>
		<category><![CDATA[social perspectives]]></category>
		<category><![CDATA[acemoglu daron]]></category>
		<category><![CDATA[economics of networks]]></category>
		<category><![CDATA[macroeconomics after crisis]]></category>
		<category><![CDATA[ricardo cabellaro]]></category>

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		<description><![CDATA[No other field challenges your beliefs like macroeconomics. It will just not allow you to rest unless you decide to give up and fall into the trap of what Ricardo Cabellaro calls &#8216;the pretense of knowledge&#8217;. In a very convincingly &#8230; <a href="http://paragwaknis.wordpress.com/2010/12/04/networks-and-macroeconomics/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=248&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>No other field challenges your beliefs like macroeconomics. It will just not allow you to rest unless you decide to give up and fall into the trap of what Ricardo Cabellaro calls &#8216;the pretense of knowledge&#8217;. In a very convincingly argued <a href="http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1683617" target="_blank">case against</a> the pitfalls of reading too much into the precision and addictiveness of the Dynamic Stochastic General Equilibrium Modelling framework, he introduces us to some interesting, alternative ways of looking at the macroeconomy.</p>
<p>These models try to capture the nature of economic complexity that is easily eschewed by the DSGE framework in favor of precision and neat quantitative results. According to Caballero, &#8220; the nodes of <em>such</em> economic models are special for they contain agents with frontal lobes who can both strategize and panic&#8221;. Networks are important and such agents introduce much of unpredictability in the linkages.</p>
<p>Do agents always understand the complete networks and linkages? Apparently not. In fact  &#8220;the importance of this lack of understanding is at its most extreme level during financial crises when seemingly irrelevant and distant linkages are perceived to be relevant&#8221;.  Novelty and uncertainty play an important role in determining the size of reaction as well.</p>
<p>He also introduces us to literature that deals with developing a policy framework which is robust to small mistakes from the policy maker. Hansen and Sargent&#8217;s extremely readable &#8220;<a href="http://press.princeton.edu/titles/8535.html" target="_blank">Robustness</a>&#8221; is an important contribution to this literature.</p>
<p>I don&#8217;t really have the expertise to comment on what this means for the fate of the whole DSGE world and whether grad students can get away with not learning it. However, I am definitely convinced that the research cited by Cabellaro certainly offers a fresh perspective of linking individual behavior to macro behavior. Randomly browsing the net for his cited references, I came across a course on networks offered by Daron Acemoglu of MIT. The introduction in his course syllabus is worth reproducing here:</p>
<p>&#8220;<em>Networks are ubiquitous in our modern society. The World Wide Web that links us to and enables information flows with the rest of the world is the most visible example. But it is only one of many networks within which we are situated. Our social life is organized around networks of friends and colleagues. These networks determine our information, influence our opinions, and shape our political attitudes. They also link us, often through important but weak ties, to everybody else in the United States and in the world. Economic and financial markets also look much more like networks than anonymous marketplaces. Firms interact with the same suppliers and customers and use web-like supply chains. Financial linkages, both among banks and between consumers, companies and banks, also form a network over which funds flow and risks are shared. Systemic risk in financial markets often results from the counterparty risks created within this financial network. Food chains, interacting biological systems and the spread and containment of epidemics are some of the other natural and social phenomena that exhibit a marked networked structure.</em>&#8220;</p>
<p>So, while working on the dissertation, when I was just starting to think that I finally might have made it at least somewhat near the frontier, here comes a group of very intelligent economists pushing it even further!</p>
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		<title>Thinking about price stickiness</title>
		<link>http://paragwaknis.wordpress.com/2010/08/31/thinking-about-price-stickiness/</link>
		<comments>http://paragwaknis.wordpress.com/2010/08/31/thinking-about-price-stickiness/#comments</comments>
		<pubDate>Tue, 31 Aug 2010 17:53:09 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[macroeconomics]]></category>
		<category><![CDATA[david andolfatto]]></category>
		<category><![CDATA[price stickiness]]></category>

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		<description><![CDATA[In a previous post I jotted down what I think about the issue of price stickiness and its implications for the issue of relevant macroeconomic framework.  In an interesting blog post, David Andolfatto takes the thinking way further than I &#8230; <a href="http://paragwaknis.wordpress.com/2010/08/31/thinking-about-price-stickiness/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=241&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>In a <a href="http://paragwaknis.wordpress.com/2010/04/01/did-keynes-get-it-wrong/" target="_blank">previous </a>post I jotted down what I think about the issue of price stickiness and its implications for the issue of relevant macroeconomic framework.  In an <a href="http://andolfatto.blogspot.com/2010/07/sticky-price-hypothesis-critique.html" target="_blank">interesting blog post</a>, David Andolfatto takes the thinking way further than I can imagine right now.</p>
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		<title>Notes on Workshop on Financial Crisis, Montreal PQ</title>
		<link>http://paragwaknis.wordpress.com/2010/07/14/notes-on-workshop-on-financial-crisis-montreal-pq/</link>
		<comments>http://paragwaknis.wordpress.com/2010/07/14/notes-on-workshop-on-financial-crisis-montreal-pq/#comments</comments>
		<pubDate>Wed, 14 Jul 2010 17:30:22 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[current economic issues]]></category>
		<category><![CDATA[economists]]></category>
		<category><![CDATA[macroeconomics]]></category>
		<category><![CDATA[Bob Hall]]></category>
		<category><![CDATA[bob lucas]]></category>
		<category><![CDATA[narayana kocherlakota]]></category>
		<category><![CDATA[Workshop on crisis Montreal]]></category>

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		<description><![CDATA[I was quite excited about this workshop. It had all the right speakers and almost everyone was eager to listen to what they have to say about the crisis. The workshop was didvided into two parts. In the first part, &#8230; <a href="http://paragwaknis.wordpress.com/2010/07/14/notes-on-workshop-on-financial-crisis-montreal-pq/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=236&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I was quite excited about this workshop. It had all the right speakers and almost everyone was eager to listen to what they have to say about the crisis. The workshop was didvided into two parts. In the first part, Timothy Lane from Bank of Canada, Robert Hall from Stanford and the Hoover institution and Narayana Kocherlakota from the Fed Minneapolis presented their thoughts on the crisis.</p>
<p>Timothy Lane&#8217;s talk was a good survey of lessons learnt so far from the crisis with a bit of central banker&#8217;s perspective. Robert Hall&#8217;s speech promised a lot. It was kind of a precursor to what he was suppose to talk the next at the SED plenary session (the plenary talk did not turn out be that interesting though!). One of the important points that he made based on the data was that the zero lower bound on the interest rate may not mean much if the rates faced by consumers are positive and sticky. The second arguement was that because consumption expenditure has been pretty resilient and productivity infact surged during the crisis the real business cycle explainations of the crisis are completely useless.</p>
<p><a href="http://www.minneapolisfed.org/news_events/pres/speech_display.cfm?id=4506" target="_blank">Narayana&#8217;s speech</a> turned out to be the attraction of the evening.  Based on the idea that finanical investments by banks pose a negative externality and hence need to be internalized by taxing risk taking, in his speech he carefully laid out the arguement and some thoughts on how to approach its implentation.  When Kocherlakota was appointed as the Fed Chief, lot of people had doubts about his effectiveness as a policy maker. But he has time and again proved that clear and disciplined thinking can save the day anywhere. I am sure in the coming days this first rate theoretician will have many interesting things to say and I will be all ears!</p>
<p>The second half of the workshop was a round-table discussion by two Nobel prize winners- Bob Lucas and Ed Prescott and John Murray from Bank of Canada. It contained much of off hand talk by Bob Lucas and a no nonsense presentation by Ed Prescott. In spite of the argument by Bob Hall above,  Prescott continued with his RBC story of the crisis. He argued that Hall is wrong because data can be revised any time and mostly contrary to what Hall is saying. Hall argued that Prescott is wrong because his RBC story requires completely unrealistic estimates of Frisch elasticity. The most notable feature of the evening, however, was that in spite of the clash of titans, all the questions after the presentations and the round table were for Kocherlakota and his idea of risk tax. He kind of completely stole the show.</p>
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		<title>gender gap and test score distribution</title>
		<link>http://paragwaknis.wordpress.com/2010/06/11/gender-gap-and-test-score-distribution/</link>
		<comments>http://paragwaknis.wordpress.com/2010/06/11/gender-gap-and-test-score-distribution/#comments</comments>
		<pubDate>Fri, 11 Jun 2010 14:31:36 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[current economic issues]]></category>
		<category><![CDATA[social perspectives]]></category>
		<category><![CDATA[gender gap in US]]></category>
		<category><![CDATA[Steve Levitt]]></category>

		<guid isPermaLink="false">http://paragwaknis.wordpress.com/?p=229</guid>
		<description><![CDATA[A number of people have been talking about the gender gap in math in the US recently. The debate was most likely initiated by Larry Summer&#8217;s comments on the small number of female researchers in hard sciences in the top &#8230; <a href="http://paragwaknis.wordpress.com/2010/06/11/gender-gap-and-test-score-distribution/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=229&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>A number of people have been talking about the gender gap in math in the US recently. The debate was most likely initiated by Larry Summer&#8217;s comments on the small number of female researchers in hard sciences in the top US schools. So much so that there might also be some policy initiative to address the problem.</p>
<p>There, of course, has been some careful analysis of the gender gap phenomenon. Steve Levitt&#8217;s this <a href="http://www.aeaweb.org/articles.php?doi=10.1257/app.2.2.210" target="_blank">paper</a> is an example.  However, there are some people who just tinker with the distribution of the test scores to infer something about differences in abilities between male and female students.</p>
<p>So the important question is can we use the distribution of  test scores for male and female students to infer something about the difference in their abilities? My answer is a straight no. Technically there would arise what we call an endogeneity problem. Existence of social bias and the ever pervasive gender stereotyping has a great influence in shaping the preferences and development of certain abilities among male and female students. If this is the case, the resulting distribution would reflect these cultivated differences and hence any inference based on it about the gender gap is going to be obvious. It is like we planted one avocado and one mango tree a while back and then after some time infer that they give completely different fruits.  How stupid would that be?</p>
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		<title>Did Keynes get it wrong?</title>
		<link>http://paragwaknis.wordpress.com/2010/04/01/did-keynes-get-it-wrong/</link>
		<comments>http://paragwaknis.wordpress.com/2010/04/01/did-keynes-get-it-wrong/#comments</comments>
		<pubDate>Thu, 01 Apr 2010 20:47:28 +0000</pubDate>
		<dc:creator>paragwaknis</dc:creator>
				<category><![CDATA[economic history]]></category>
		<category><![CDATA[macroeconomics]]></category>
		<category><![CDATA[great depression]]></category>
		<category><![CDATA[lee ohanion]]></category>

		<guid isPermaLink="false">http://paragwaknis.wordpress.com/?p=222</guid>
		<description><![CDATA[In an earlier post, I argued that the newclassical framework may be the right one for macroeconomic analysis. This was because recent microeconomic evidence suggests that prices are actually quite flexible. It means that market responds to clear the shelves! &#8230; <a href="http://paragwaknis.wordpress.com/2010/04/01/did-keynes-get-it-wrong/">Continue reading <span class="meta-nav">&#8594;</span></a><img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=paragwaknis.wordpress.com&amp;blog=6638132&amp;post=222&amp;subd=paragwaknis&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>In an earlier <a href="http://paragwaknis.wordpress.com/2010/03/25/new-keynesian-or-new-classical/" target="_blank">pos</a>t, I argued that the newclassical framework may be the right one for macroeconomic analysis. This was because recent microeconomic evidence suggests that prices are actually quite flexible. It means that market responds to clear the shelves! Were markets responsive even during the Great Depression? Obviously not- otherwise we would not have had a severe and prolonged depression in the first place. In fact Lord Keynes famously argued that prices and wages were rigid downwards and hence markets could not clear causing the great depression. An important question is was this rigidity a result of optimizing decisions or was caused because of something else?</p>
<p>If we decide  to believe Prof. Ohanian of UCLA, then this rigidity was not because markets did not respond but it was more of a case where they were not allowed respond. To support this claim, he develops a theory of labor market failure for the Depression based on Herbert Hoover&#8217;s industrial labor program that provided industry with protection  from unions in return for keeping nominal wages fixed. He finds that the  theory accounts for much of the depth of the Depression and for the  asymmetry of the depression across sectors. The theory also can  reconcile why deflation/low nominal spending apparently had such large  real effects during the 1930s, but not during other periods of  significant deflation.</p>
<p>You can watch this <a href="http://www.youtube.com/watch?v=d_YMR1Gk2JU&amp;feature=player_embedded" target="_blank">video</a> in case you don&#8217;t want to read the <a href="http://ideas.repec.org/p/nbr/nberwo/15258.html" target="_blank">paper</a>.</p>
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