Friday, June 13, 2008
Another person doesn't seem to understand Malthus properly, or modern development economics. The capabilities of hybrid seeds and fertilizer (NYT) in Sub-Saharan Africa (read this comment on the NYT article for a critique, Jeffrey Sachs and other support this, De Long and others are more skeptical, Rodrik gives some good commentary.) are completely avoided by the article.
Mashimbye comments:
I know that economists, sociologists, psychologists, anthropologists,Um... yes. What about demographers? Do they know nothing about population? Have you forgotten that Malthus was an economist? That probably slipped your mind. Economists needing to comment on the work of other economists? Perish the thought...
historians, and philosophers might disagree with this hypothesis and
probably have theories of their own.
I particularly don't like Mashimbye's idea of 'situations resonating', does this mean that there is evidence to support your theory? What, specifically, is this evidence? Have you looked at demographic models that indicate that we are at the disaster stage that Malthus predicted (though models predict this should happen later)? Maybe the concern for M&G bloggers to have evidence is just my issue, oh well.
Yes, overpopulation is (potentially?) a problem, but be more knowledgeable about what development economists (Rodrik, Sachs, Collier...) are saying please. Also, look at the evidence on the food crisis as assessed by them and others (even Paul Krugman has commented and Mark Thoma too over at Economist's View).
Also the claim that:
Increased production of food is long-term suicide. Our environment can take no more.Is just plain inaccurate. Please look at the comments previously on how there can be dramatically increase food production in Africa without harming the environment. I refer you to Jeffrey Sachs's book The End of Poverty, moreover if you're skeptical about Sachs's commitment to the problem of the environment, think again and look at his more recent book, Common Wealth.
If you're interested in a note on Malthus, look at Bryan Caplan's commentary and another item of his here also commenting on Malthus and Clark's book A Farewell to Alms. Not directly relevant, but at least brings some of the ideas of Malthus directly to the table with some models, graphs and decent critique.
*sigh*
Thursday, June 12, 2008
MDC Leaders Arrested
Mbeki Firm on Zim Stance
DA: Mbeki must rebuke Zim villains
Vote for MDC is a vote for war
Mugabe deploys war vets
Mbeki says that "We will also continue to argue that the people of Zimbabwe will have to unite to extricate their country from the economic crisis in which it is immersed, and that we will contribute everything we can to support the realisation of this objective."
Firstly, the crisis is not only ECONOMIC! It is HUMANITARIAN! Maybe I'm a crazy person in the woods with this kind of ranting, but seriously.
And "We will contribute everything we can?" except of course if you read 'contribute' as contributing to the dislodging of a human rights abusing dictator. That would never do. What I don't get is that he (Mbeki) doesn't come down hard on the crazy abuses of power going on in Zim. It makes no sense to me. None whatsoever.
It's not like during apartheid people outside of South Africa were saying, "oh yes, it's somewhat bad there, we'll assist them, we'll contribute to in any way we can, except of course by doing anything, such as actually indicting the actions. Ho ho ho, we'd NEVER do that, bad form, bad form to indict another country's internal affairs."
Wednesday, June 11, 2008
Kaushik Basu on Child Labour
He gave his first lecture today, which was a theory-based seminar on a paper, which includes a model that he and a student of his have constructed on child labour in which consumer boycotting can result in negative outcomes for the household. The main counterintuitive result that they present is the fact that increased boycotts can result in a lowered wage to child labour, which results in households having to provide increased amounts of child labour in order to maintain a tolerable (subsistence) level of consumption.
This means that potential protesters should do research into the market that they plan to boycott before they go about boycotting it and possibly result in worse outcomes for the households whose interests they are nominally trying to defend. He argues, moreover, that some of the current international best practices have done all kinds of damages to small businesses. He offered evidence on companies such as Reebok, in the market of soccer balls in Pakistan, which came under immense pressure to disallow any form of child labour. The problem is that many individuals worked in a decentralized manner in their homes, or sheds close to their homes stitching these soccer balls. The fact that children could have been in the presence of these sheds or these (almost certainly female) labourers, or at least the fact that it is impossible to verify whether any child labour at all would have gone into the production of these balls has resulted in a complete centralization of the production in factories, and a shutting down of all the outsourcing to these women. This is an instance in which boycotting, combined with the informational problem of unverifiability has probably resulted in a reduction in welfare to those involved. Very interesting.
He does argue though that a lot more work and consumer objections/protesting could be done about industries in which children are at great risk, mining or certain dangerous factories and so forth, rather than those less malign industries, such as sewing or carpet weaving. I don't quite know what position to hold as of yet, except to say that it has made me think about this in a way that I might not have prior to reading the paper.
I'll see if I can find the paper, it was online earlier... darn.
Also, read Mike's commentary on this he gives some cool insights and it makes it easier for me not to have to worry about convincing you of the relevance of this study.
Tuesday, June 10, 2008
2 Books I didn't finished


The one is Bret Easton Ellis's Lunar Park. I enjoyed some of it, but it just didn't seem to have the energy of his earlier books, it seemed more self indulgent and a bit staid, as if he were trying to do the whole drugs and sex thing he'd done in other novels, but with a depressed, middle aged, I don't know, mien? I read and read, and then I just really couldn't get around to finishing it.
The second book is Benjamin Black's (aka John Banville) Christine Falls. Again, I have enjoyed Banville's other writing, but this I just couldn't sustain. Maybe I wasn't in the right 'space' as people say, for these books, or maybe they just aren't as good as I was hoping they'd be. Either way, I didn't finish them.
In general though, I am trying to take Tyler Cowen's advice and if I don't feel like it, don't finish a book. This way I will try more books (and discard more books), but in so trying will hopefully find more books I would like than if I hadn't tried them at all.
Why the brain follows rules
'Logical Proof' of the Existence of a Divine Creator (Sorry but I had to put that in quotes, hat tip to Mike, central argument of this piece is that 10 000 buildings can't build themselves, a variant on the 'spontaneous Boeing 747 argument, the author seemingly hasn't read enough science, evolutionary biology or chemistry).
Anticipating the Future to 'See' the Present, more on visual perception, might interest Richard.
Brainpower May Lie in Complexity of Synapses
And... the Martin Luther King Jr. I have a Dream Speech, because, for some reason I had never watched it up to today and found it on YouTube, obviously.
Monday, June 09, 2008
Obama wins (Europe) by a Landslide
Sunday, June 08, 2008
Haruki Murakami on Running
This article from The Guardian is an extract from his essay on running What I talk about when I talk about running, which itself is a play on the title of Raymond Carver's legendary collection of short stories, What we talk about when we talk about love, which, if you haven't read it, you should!
Probably my favourite quote in the Nobel address was "I prefer true but imperfect knowledge, even if it leaves much indetermined and unpredictable, to a pretence of exact knowledge that is likely to be false." He is commenting here on the problems, in 1974 and probably still now, of the obsession that economists have with finding the exact magnitudes of the effects of specific variables. He argues, quite convincingly, that even when economists think that they have 'data' they actually are being faux-scientific.
He asserts that "We know, in other words, the general conditions in which what we call, somewhat misleadingly, an equilibriumwill establish itself: but we never know what the particular prices or wages are which would exist if the market were to bring about such an equilibrium. We can merely say what the conditions are in which we can expect the market to establish prices and wages at which demand will equal supply. But we can never produce statistical information which would show how much the prevailing
prices and wages deviate from those which would secure a continuous sale of the current supply of labour."
This is in reference to the data that economists were gathering and attempting to use for prediction in the 70s with respect to the problems of stagflation. Though I believe strongly that statistics and computing capabilities have improved dramatically since 1974 when he gave delivered this address, I think that a number of his arguments are still relevant and definitely worthy of our inspection and assessment.
Give both of these a read when you have the time. I would put them up, but I think I'd be infringing copyright laws.
I learned today of a friend's father's passing away. I sometimes wish I knew more to say. When things like this happen to me, when deep emotional occurrences sweep me into their embrace I often feel it is necessary to go to poetry, or to music. But poetry especially.
The poem below is by one of my favourite poets, Galway Kinnell. He wrote it for his sister. It can be my condolence. We are with you my friend. Our love and affection are with you, even from distant Italy.
Neverland
Bending over her bed, I saw the smile
I must have seen when gaping up from the crib.
Knowing death will come, sensing its onset,
may be a fair price for consciousness.
But looking at my sister, I wished
she could have died by surprise,
without ever knowing about death.
Too late. Wendy said, “I am in three parts.
Here on the left is red. That is pain.
On the right is yellow. That is exhaustion.
The rest is white. I don't know yet what white is.”
For most people, one day everything is all right.
The next, the limbic node catches fire. The day after,
the malleus in one ear starts missing the incus.
Then the arthritic opposable thumb no longer opposes
whoever last screwed the top of the jam jar.
Then the coraco-humeral ligament frizzles apart,
the liver speckles, the kidneys dent,
two toes lose their souls. Of course,
before things get worse, a person could run for it.
I could take off right now, climb the pure forms
that surmount time and death, follow a line
down Avenue D, make a 90° turn right on 8th Street,
90° left on C, right on 7th, left on B, then cross
to Sixth Avenue, catch the A train,
to Nassau, where the A pulls up beside the Z,
get off, hop on the Z, hurtle under the river
and rise on Euclid under the stars and taste,
with my sweetheart, in perfectly circular kisses,
the actual saliva of paradise.
Then, as if Wendy suddenly understood
this flaw in me, that I could die
still wanting what is not to be had here, drink
and drink and yet have most of my thirst
intact for the water table, she opened her eyes.
“I want you to know, I'm not afraid of dying,”
she said, “I just wish it didn't take so long.”
Seeing her appear so young and yet begin to die
all on her won, I wanted to whisk her off.
Quickly she said, “Let's go home.” From outside
in the driveway came the gargling noise
of a starter motor, and a low steady rumbling, as if
my car had turned itself on and was warming up the engine.
She closed her eyes. She was entirely white,
as if freshly powdered with twice-bleached flour.
Color flashed only when she opened her eyes.
Snow will come down next winter, in the woods;
the fallen trees will have that flesh on their bones.
When the eye of the woods opens, a bluejay shuttles.
Outside, suddenly, all was quiet,
I realized my car had shut off its engine.
Now a spot of rosiness showed in each cheek;
blushes, perhaps, at a joy she had kept from us,
from somewhere in her life, perhaps two mouths,
her and a beloved's, near each other, like roses
sticking out of a bottle of invisible water.
She was losing the half-given, half-learned
art of speech, and it became for her a struggle
to find words, form them, position them,
quickly say them. After much effort she said,
“Now is when the point of the story changes.”
After that, one eye at a time, the left listened,
and drifted, the right focused, gleamed
meanings at me, drifted. Stalwart
the halves of the brain, especially the right.
Now, as they ratchet the box that holds
her body into the earth, a voice calls
back across the region she passes through,
a far landscape I seem to see from above,
in prolonged, even notes that swell and diminish.
Now it sounds from beneath the farthest horizon,
and now it grows faint, and now I cannot hear it.
Galway Kinnell
Saturday, June 07, 2008
Sexism Sells -- But We're Not Buying It
Friday, June 06, 2008
Lunch with Erik

Thursday, June 05, 2008
Seminars today
Our first seminar today was a discussion by one of the grad students here, Edgar Sanchez Carrera, about his research proposal for his PhD. He has all kinds of ideas about poverty traps and growth, linking inequality to low growth, multiple equilibria problems and many other issues. His one approach is that he would like to be able to define a situation in which imitative learning results in a situation where there are multiple equilibria in an economy of agents and a one time shift in public policy could result in a movement from one low equilibrium to another. Now, this isn't a new idea in economics (in fact it goes back as far as Leontief, but anyway). But so many people are still skeptical about the phenomenon of multiple equilibria. This still astounds me. Especially when you have, as Arthur argues, situations with increasing returns that are prevalent in everyday life. The evidence is yet to be convincing when it comes to individual countries though, some argue. I don't know enough, except to say that people who know more than I do have endorsed the idea.
Our second seminar was the second in the series to be presented by Arthur Robson the current chair in Bioeconomics here. There is much debate going on in my class about whether it is worthwhile or not for us to attend the seminars that he is giving, mainly because a number of people are not sure that they know enough biology in order to be able to credibly critique or argue for/against some of the points he makes and for some because they dislike his style of presenting. My general opinion though, despite the fact that he is occasionally verbose, is that the topics are fascinating, he knows a fantastic amount of stuff and his ability to comment rigorously on things about which I have minimal knowledge constitute sufficient reasons for me to continue to attend. Today's discussion was particularly intriguing: a discussion of the neolithic revolution and about the reasons why there could have been valid bioeconomic reasons as to why individuals would have adopted agricultural practices. His model gave valuable insight into the phenomenon of individuals choosing to adopt agriculture despite the fact that it resulted in decreased longevity, lower quality of life, higher exposure to disease and malnutrition. Hence, worthwhile and interesting for me.
The third seminar is based on a forthcoming book by Erik Olin Wright of the University of Wisconsin. He is a much acclaimed sociologist, part of the September Group and has written prolifically on all kinds of topics. The discussion today was part of a lead up to his concluding writing his book on alternatives to capitalism. No, he is not one of those arb people who claim that markets shouldn't exist. He was discussing instead that different types of power exist, that these types of power correlate to different economic systems and that understanding these types of power could constitute a method for understanding ways in which society could be altered so that individuals could live more flourishing lives. I know that I am not being particularly specific here, but that's because I think that I need to read the book before I can comment relevantly. I asked him a question about Michael Albert's idea of Participatory Economics, which I think is interesting, a bit of an artefact, and completely impracticable. Erik's commentary though was quite interesting and I look forward to reading the book. I sincerely believe that any kind of reform requires an understanding of markets and their capabilities, moreover as he argues the different kinds of ways that we approach them and attempt to understand them could give us insight into ways in which individuals, those who have otherwise been 'left behind', could be given the opportunity to live more 'flourishing' lives.
Wednesday, June 04, 2008
Brain Scans

And also, don't get me started on the fact that they used fake articles. A part from the Sokal hoax where I think it was justifiable, I am not convinced that we should use fake things, or lie to experimental subjects, i.e. if the paper contained a fake study that lied about correlations to people they could leave the experiment with false beliefs about some state of the world, even if they were told afterwards that what they were reading was fake. Bad experiments in my mind, bad experiments.
Change to the Right, or 'Right Change' McCain
Sorry, I found this very funny. I assume that he and his party have realised the double entendre, but I just can't help but know that if he took the reins as the US President, he would be taking the US even further to the right, hence yes he would bring 'right' change. I know that debates about his conservatism have ranged around the block. Only time will tell. I just hope he doesn't get the presidency.
The Value of Getting Things Wrong: Rodrik & Others on African growth
Have a look at Dani Rodrik's blog where he discusses some opinions on the recent growth phenomenon of several African Economies, specifically linking it to an article by Ted Miguel. He links his discussion to Randomized (Impact) Evaluation, something which I believe is a very useful tool for development economists and should be used more for understanding what could work in SA specifically in terms of development policy.
As he emphasizes, what is becoming clearer and clearer is that:
1) finding out what DOESN'T work is very, very useful. This is something for which RE is particularly good (and which stops random politicians trying stupid policies that have been shown not to work)
2) what is often required for development is adherence to a set of ideas about how to attempt to implement policy rather than necessarily what the policy should be
Rodrik is somewhat sceptical about RE and has written an article about it. I will report back after exams on his academic article and on the Miguel Article. On Miguel he has done some really good work, and some really arb work. I saw a working paper of his recently, which was presented by a co-author from EUI at a UniSi seminar and I wasn't particularly impressed, but hey everyone has their ups and downs.
Obama, Italian Immigration and Memes
So, I am fully behind the win of Barack Obama. Interesting comments, from Time, the NYT and other places.
Here is a link to the video of his victory speech.
Otherwise, Silvio Berlusconi is troubling people with his doublespeak on immigrants. What's that you say Silvio? They aren't illegal, even though you passed a law that they are? Are you realizing that illegal immigrants are necessary for Italian growth? Ohhh... the cheap labour of it all...
And otherwise, hat tip to Mike for recommending another interesting TedTalk to me. Here it is for those of you who are interested: fun discussion by Susan Blackmore.
As Mike himself comments, it's really difficult to assess universal Darwinism and some of the assertions that she makes could be quite easily disputed. Have a look at Mike's blog to see some good comments.
Tuesday, June 03, 2008
Busy Week
So this week is going to be crazy busy. Arthur Robson, of Simon Fraser University, is coming to visit as the new Bioeconomics Chair at St. Chiara College, of UniSi.
I am also meeting up with Bob Rowthorn, from Cambridge, to discuss some of his interesting recent work on slow learners and possible paths for my PhD. He is a really interesting and bright guy, and I enjoyed meeting him previously in Barcelona. You may recall that I blogged about some of his work previously.
Erik Olin Wright, from Wisconsin, is also coming to present some work here on Thursday. Luckily that's after my Macro exam, so I'll be a bit tired, but looking forward to it nevertheless.
Yes, I write Macro 3 this week. Joy. Such great seminars and fantastic people to meet, who arrive while we write exams. Oh well... less study time then.
Friday, May 30, 2008
As most of you know by now I am a proud supported of complexity theory in economics. There are several recent articles that you can look at on this topic:
A Brave Army of Heretics, David Warsh, Economics Principles
John Horgan on "Can Chaoplexology Save Economics?", by Barkley Rosser
Can Chaoplexity Save Economics?, by John Horgan
Hat tip to Economist's View for two of these links.
I'd also recommend Barkley Rosser's homepage for a number of papers.
A number of books, Eric Beinhocker's Origins of Wealth and one of the original sleuth style books giving coverage of the development of the Santa Fe institute is Waldrop's Complexity, give them a look if you have the time and money.
I just wanted to recommend that people take a look at this post on Marginal Revolution. I have blogged a few times about many of the eastern countries' practices in terms of managing to improve science graduation at high school and later in university. The paper on which the MR post is based reiterates how important this has become, how China has graduates soaring into the sciences and engineering and how this will impact on future innovation and China's ability to have an impact on the world economy. It is truly astounding. I just wish that the SA govt would think about it a bit more and get its grip on high school math and science.
Saturday, May 10, 2008
Stiglitz Lecture
Two days ago Joseph Stiglitz gave a lecture here at the University of Siena for the Workshop Benessere e Imprenditorialità. It wasn't intended solely for economists and as such was often quite superficial and cursorily dealt with some of the issues that he was trying to promote. This was quite sad for me as I have often enjoyed and appreciated what he has written in Economics and I was hoping that he might have make some more rigorous arguments for the promotion of Corporate Social Responsibility (CSR) (one of the themes of the talk) and its link to generalized welfare.
His talk covered CSR mainly in reference to three themes:
Conduct in the recent credit crisis in the US and its movements worldwide
The role of business in climate change and sustainability
The misuse of GDP as an index for measuring welfare.
Each of these has several different implications in respect of world trade, international relations, the functioning of credit markets and so forth. I will try to comment on each of these (now and in later posts).
First, in terms of the credit crisis, there is now a fantastic amount of commentary on how this has permeated from the US into the world economy. I don't think it's particularly worthwhile for me to comment on that (check the Economist's View blog for good coverage of this and other topics). A point that he has made, which I think is particularly relevant, is that corporate social responsibility is not simply the fact that government needs to regulate companies so that they do the 'responsible' thing. It requires buy-in (yes, hand-wavey I apologize) from the companies themselves. Stiglitz gave the example of a Chinese company (which he couldn't name) asking the government to regulate the industry and suggesting specific regulations. The CEO of the company's argument was that if their company wanted to be both profitable and responsible it needed to inform government as to the types of regulation that are required. Why? Because if they are a profit-maximising company and they are competing with privately owned (unlisted firms) that don't have similar systems of reporting, etc then govt needs to insure the economy against malfeasance by these privately owned firms by regulating both privately owned and publicly owned firms. Why again? The publicly owned firms would lose competitiveness against the privately owned firms if the privately owned firms pollute, mismanage labour, etc. Hence, it is in the publicly owned firm's interests for it to promote regulations to ensure corporate social responsibility of all firms. However, this will obviously be 'tainted' by the extent to which this is in the interests of the publicly owned firms. In my mind there is a further asymmetry of information, that which exists between the publicly owned firm 'acting in govt's interests' and govt itself. Obviously the public firm wants to be competitive, in fact it would probably suggest regulation that it, as a larger and public firm could probably easily internalize, whereas the smaller private firm may not be able to. He didn't mention this and I think it warrants comment. Especially because so many private SMMEs are necessary for us to increase growth and employment generally. So yes, it is good for corporates to cooperate with govt, but govt needs to be equally sceptical of their 'input' and must, absolutely must find a way to regulate all firms in such a way that is sensitive both to the firms and to the needs of govt.
Stiglitz contrasted the above Chinese example with financial corporations and their interaction with govt subsequent to the credit crisis. Thes companies are arguing, still, that they DO NOT REQUIRE MORE REGULATION! What? Are these people insane? Have they not noticed the credit-crunch? Have they not seen that (literally) millions of Americans are losing and will lose their homes on account of the speculation of these companies and yet they say they are over-regulated? Come on!Moreover, that these companies have CEOs who walk away with incredible packages at the end of the year, while the average customer is walking away without their life savings and having lost a home is incredible (more on CEO remuneration later). He comments further that companies such as Citibank, with advertising campaigns saying 'Qualified at birth', or companies sending credit card forms to fourteen year-olds, is a form of indentured labour. The companies get the individuals into debt quickly and then keep them paying back the loans for the rest of their lives. Oh yes, on the above topic, don't even let me comment on George Bush's plan to veto the house's proposition to alleviate the pain caused by the credit crisis. Once more he is funny in the head.
Stiglitz also accurately commented on two different Business School and Corporate type supposed 'movements away' from evil profit maximising. Firstly, 'shareholder value'. Well, I'm not going to go into this one again with too much detail, but maximising shareholder value does almost nothing for ensuring the long-term value of the firm because the CEO and the firm generally become far too sensitive to short term movements in the market which may have absolutely nothing to do with the activities of the individual firms. Consider the market at the moment and food shortages, a decent analogy can be found in the various reserve banks being unable to control inflation internally because of the fluctuations in food prices internationally. It would be foolish to expect the individual reserve banks to be able to curb inflation in their own countries when core inflation is up so much. Ditto shareholder value and random fluctuations in the market. Stiglitz argued that shareholder value was actually doublespeak for maximising managerial wealth. Why does he argue this? Well, the US has actually had decent economic growth in the past 9-10 years. Has the 'ordinary American' gained anything from this? No! Real wages have not increased for the average worker, the benefits of from growth in the US economy have gone almost entirely to the top 5% of income earners (or even top 1%). CEOs take away massive remuneration packages at the end of each fiscal year. Stiglitz argues (again accurately in my opinion) that this is another area that CSR needs to tackle and in which govt needs to intervene. CEOs cannot continue to be the only group to benefit from growth in the economy, assuming that there is any growth after the recession created by overly risky loans.
Ok. that's enough for now. More later on Stiglitz and some of his suggestions.
Friday, May 09, 2008
More on Antisocial Punishment
Subsequent to my post two days ago on the Herrmann, Thöni & Gächter paper, Simon Gächter presented some more evidence at the Faculty of Economics. Having already heard some of the stuff before I was able to think about it a bit more and to think contemplate some of the additional repercussions of the work. Moreover, because we sat there for about two hours talking about the paper and the evidence, the contributions by several individuals increased my understanding even more. Fantastic times.
Anyway, one of the things I don't think that I gave sufficient weight to previously was the way in which this evidence directly contradicts the rational actor model. To me this has become almost trivial, but in interacting with others I regularly become aware how pervasive this view still is – the view that in order for us to have coherent economic theory we cannot deviate from a rational actor model, with regular preferences that are entirely self-regarding. Individuals preferences are evidently not entirely self-regarding. There is a surfeit of evidence to show this. Moreover, that something as ephemeral as 'culture' could actually enter into the ways that individuals behave is entirely contrary to the way in which economics operates, or, I should say, assumes individual agents to operate. Thus, the evidence that I discussed which Herrmann et al. found from their experiments is rather quite exceptional. It illustrates definitively that different cultures will act differently in situations of economic cooperation.
Subsequent to these experiments Gächter undertook further experiments in Switzerland and also in Russia. Once more the evidence there was anti-social punishment in Russia and the exceptional 'punishment results in cooperation' result in Switzerland. However in this set of data the sample in each of the countries was much larger than it had been in the inter-country comparisons previously. The samples covered rural and urban, mature and young. The anti-social punishment norm was pervasive in Russia, in Switzerland it was non-existent. This is astonishing. It provides evidence, once more, that conventional models in economics, i.e. the neoclassical Arrow-Debreu-Koopmans models I mention above are entirely inadequate to describe the behaviours of agents in modern day economies. I believe too that this kind of validation was necessary in order to show that their data wasn't simply quirky. Moreover, Benedikt Herrmann in personal communications, recently told me that experiments done by a colleague of his in Africa (though I hate that generalization) have had similar and particularly strong anti-social punishment results.
Moving away from these considerations, Gächter links the phenomenon of antisocial punishment to some of the (very) recent literature on 'Do-gooder derogation' (Monin, JPSP, 2008). The kind of situation where cooperators, or 'do-gooders' are sanctioned by others because these others view their behaviour as paternalistic, condescending and 'better than thou'. I haven't read Monin's paper yet, so I cannot comment on this, but my suspicion is that this may be accurate. Furthermore, when Gächter discussed indexes from Hofstede (I think) referring to individualism vs. collectivism, it was shown that those countries in which the individualism ranking was high and the collectivist ranking was low were less likely to anti-socially punish others than those in which the individualism ranking was low and the collectivist ranking was high. I think there may be a few factors endogenous to this though, as in their data their was a fairly strong correlation between lack or rule of law and lack of civic norms with the low individualism and high collectivism indices.
Speculation
It would be really interesting, imho, if we could somehow manage to control for various factors and say 'this is the marginal effect of the norm'. Don't think it's at all feasible, but it would still be interesting. Would this norm (dummy?) variable be something like the controversial 'Africa Dummy'?
More on this and other topics soon.
Tuesday, May 06, 2008
Antisocial punishment, civic cooperation and legal institutions
Herrmann et al. Cooperation and Antisocial Punishment Today's comment (probably the last one for a while depending on time and studying) is about the (2008) paper by Benedikt Herrmann, Christian Thöni and Simon Gächter in Science.
The main thrust of the paper is to do with what the authors label as 'antisocial punishment', i.e. punishing those people who are cooperating in a public goods game with you. This is contrary to most of the literature on the subject in which punishment normally ensures that players in public goods games end up at a Pareto superior solution of cooperate (most of the time).
The authors undertook 16 sets of experiments in 15 different countries (you can see the countries in the graphs). The authors then look at some specific reasons as to why the results could indicate such strange results for the different groups in the different countries. They argue that social norms (social preferences?) could exist which would promote specific patterns of behaviour rather than others. Thus they try to use an instrument for civic cooperation in society, which might be indicative of the necessity to punish free riders in order to display that such behaviour is unacceptable. However the converse, that low civic cooperation necessarily leads to antisocial punishment is not necessarily true, but they try to test the thesis regardless. To test this hypothesis they use the World Values Survey, The second hypothesis is that strong rule of law could lead to a situation in which personal revenge punishing, or antisocial punishment would be unacceptable – 'effective, fair, impartial' legal institutions could erase the need to personal revenge punishment (this is supported by an interesting, if slightly more anecdotal article by Jared Diamond in the recent New Yorker). To test this hypothesis the authors use an law indicator provided by the World Bank. Norms of civic cooperation were important in determining punishment in ensuring cooperation, but rule of law was not significant. With respect to antisocial punishment, better norms of civic cooperation and improved rule of law would decrease the likelihood of antisocial punishment. Stating the converse – countries with poor rule of law and low norms of civic cooperation were more likely to have antisocial punishment. Anyway, taking note of these conclusions, I think it is quite cool to have a look at the graphs. The first graph is the graph indicating whether cooperation occurs when the punishment option is not allowed, i.e. this forms the control group against which the punishment group is compared.
As is normal, we see that the groups start off cooperating, but then basically move downwards. However, what is astonishing is the disparate starting positions for the different cities and the different end positions. Normally, one would expect 'first world countries' (high civic cooperation, high legal institution quality) to have decent cooperation in general. This is not the case, for which Melbourne, Australia is the most interesting exemplar. Istanbul, Riyadh and Athens are however very near the bottom (and stay there in the second graph). Copenhagen has very high norms of cooperation, with cooperation being high in this graph and also in the second. In the second graph (where the experiment is run with the option to punish) we observe a massive change in behaviour for certain developed countries, again Melbourne is interesting as their behaviour has come into line with most of the other developed countries, but is not as high as Copenhagen or Boston.
Something which is fascinating to see when assessing the graphs side by side is that the behaviour in Minsk, Athens and Riyadh (and to a lesser extent Muscat) is almost exactly the same in the control as it is in the punishment treatment. This is quite astounding when considering the evidence that is normally offered in this literature. I think that this warrants substantial additional research. What makes the second graph particularly interesting is the variation in the final outcomes. In the first graph there was some variation (difference max-min = 7.6 units), but the shape of the curves was fairly similar for each of the societies. In the second graph there is dramatic variation in the outcomes for the different societies (difference max – min = 12.3). These are very rough, I admit - I don't have the data set, but I encourage you to read the paper for some more direct and applicable analysis of the dataset. I would also intuit that if you looked at the averages for the two groups Chengdu up to Boston against Minsk down to Athens you would get a significant difference between these groups, whether these groups deserve aggregation is something worth checking in terms of the civic cooperation and the legal institution index.

One additional comment I'd like to make is that I think that this kind of research would be especially worthwhile in both South America and Africa. The sample at hand covers groups from the US, Europe, Asia and Austalasia. It would be cool to see a couple more from the Australasia/Oceania region too, but I think there should be some experiments done in South America and Africa, as already stated. These would face additional and particular challenges, but are warranted nevertheless.
Monday, May 05, 2008
Imitation and Cooperation - should the model be spatial?
This post is a comment on the paper by Rodriguez-Sickert, Rowthorn and Guzmán (2008). It was the basis for the presentation given by Bob Rowthorn at the TECT/SOCCOP meeting.
The main theses of the paper are centred around
Genetic algorithms for specific behaviours
Learning algorithms again for behaviours
As is customary, it is assumed that individuals payoffs are not only a function of their own actions, but of the actions of others. Thus, if one individual is a defector and they interact with (are randomly paired with) a defector/cooperator/cooperator-punisher then their payoff is modified accordingly. The idea of 'learning' models as follows: individuals adopt the learning model of their parents, although this is open to mutation. Individuals therefore have one of three possible learning modules:
Conformism (copying the most common behaviour in their tribe)
Payoff-dependent imitation (copying the most profitable behaviour)
Best responder (homo economicus)
Individuals use these rules in order to choose whether to adopt defection/cooperation/cooperation & punishment behaviours in the relevant interactions that they face. Implicit in these learning algorithms is the belief that access to information is costless. Individuals cannot 'hide' their type. This paper is more about the description of the prevalence of behaviours than the arguments about costliness of behaviour and of arguments about encephalization and brain size. Each of the strategies could be argued to be costly in some manner, the level of the cost is relevant in other models.
The model is based on descriptions of hunter-gatherer society available in Bowles and Choi (2007) which it uses as starting conditions for the society. There are T tribes, each of which have constant and homogeneous size N. There is migration between tribes (through exogamy) and tribes go through cycles of (ritualistic) behaviours: hunting, war, reproduction, migration and learning (individuals interact and gain the strategy of their mentor with some probability, or they 'innovate' and get a strategy that neither agent has, innovation only applies to payoff-dependent agents, not others). Personally, I think that migration should come after war and before reproduction, but I could be wrong.
Selection pressures act at two levels: the within-group level (individual agents maximising their fitness) and the group level (tribes interacting and determining which is better off). I refer you to the model for details, one detail that I mention though is the probability of a cooperator to defect, which I think is necessary. However, if there is a stochastic chance of a cooperator (or punisher) defecting, then I believe strongly that there should be a possibility of a defector mistakenly cooperating. This is for us to remain consistent with what we mean by 'mistakes', otherwise we are saying only that people who cooperate are capable of making mistakes, which I think is problematic. I don't really know how consistent this criticism is with the literature though. I am also not entirely sure of exactly how one would mistakenly cooperate, but can conceive of how one would mistakenly defect. Still not convinced though.
With respect to the inter-group interactions, the simulations that the authors run results in a baseline situation (discarding the first 50 000 years of interactions) of fairly stable percentages of the behaviours. Groups were paired randomly and do battle (the war stage). The group with fewer defectors is more likely to win than the group with more defectors (indicating the tension between within-group and between group selection). The battles are deemed to be 'massacres' with every agent in the losing tribe being 'killed' and replaced as follows: the surviving tribesman 'clone' themselves (rape of women in the previous tribe for example), then clones and remaining tribesmen intermingle to create two new tribes. One problem I have with this model is that it uses a random pairing method for interactions. I think that this is inaccurate and that in order for the model to make more realistic predictions tribes should interact on a spatial matrix and only meet tribes that are within a specific distance of themselves. This could have interesting results for the pervasiveness of specific behaviour patterns.
After the simulations, Best Responders comprise 5% of the population, Payoff-Dependent imitators comprise 20% of the population and Conformists comprise 75% of the total population. When the level of migration is increased to 50% then these percentages change, with Best Responders increasing to 40.5% of the total population, Conformists 38.5% and Payoff-Dependent imitators 19% of the population. Alternatively, holding migration constant and halving the conflict rate, the population consists of 15% Best responders, 60% Conformists and 25% Payoff-dependent imitators. Lower levels of conflict thus result in lower levels of 'cooperation'.
This paper is very interesting in my mind, mainly for the fact that it has a large number of groups (T=20) interacting over the time frame, which is quite good for this kind of work. I do think though that the spatial nature of 'real interactions' is quite crucial and that it could lead to high quality later work on the subject. I refer the reader to Bowles and Choi (2007) for similar work, dealing instead with parochial altruism. I think that a coupling of the two systems would be quite interesting, i.e. learning agents who could be parochial altruists (or altruists in other manners) and see what that might do to the simulations and to the models.
Sunday, May 04, 2008
Plant-Ant Mutualism and the Principal Agent Problem
This first commentary will be on the paper by Edwards, Hassall, Sutherland and Y, Selection for protection in an ant-plant mutualism: host sanctions, host modularity, and the principal agent game, published in Proceedings of the Royal Society of Biology (2006) with some additional comments on the arguments Douglas Yu put forward at the TECT meeting.
The central arguments of the paper revolve around the observed facts that:
mutualisms evolve from antagonistic interactions,
and persist in the face of invasion by specializes parasites, and selection for cheating by the mutualists themselves.
I assess specifically the economic basis for the arguments presented by Edwards et al. and ask the reader to refer to the paper for the specific details offered on the experimental design, results, etc.
The essential points are the following, there are species of plants that have ant symbionts which populate the domatia that are produced by the plant. These domatia produce relevant benefits to the symbiont ant. Symbiont ants protect the plant from herbivory by investing in protection (a sunk cost), and thus maintain access to the domatia. Ants that seem not to protect the plant from herbivory (approx 10% of the ants that inhabit this specific plant species) that are found not to patrol (through some signal) will lose the benefit of the domatia. The argument is that this interaction is one that is customary to the principal-agent literature: there are two types of agents cooperators (protectors) and defectors (cheaters/non-patrollers). The idea is that the plant (the principal) will design a contract so that it can read the signals of the agents in order to know whether the agent is abiding by the contract. If the agent does not abide by the contract it is punished by the removal of the domatia on the branch that it did not protect.
Crucially, we must note several factors that affect how the ant-agents behave and how the plant-principals act. The plant-principals signal their success by the number of domatia that they produce for the ants. The ant-agents signal their successful defence by ensuring that herbivory does not occur. In the context of the experiment, herbivory was simulated by cutting off leaves in the area where the ants patrolled the branches. These branches would then die off if a certain number of leaves were cut off (leaves cut = 4), but not for a certain lower number of leaves removed (leaves cut = 2). This would indicate that only 'gross misconduct/laxity' by the ants (i.e. something similar to the complete lack of protection offered by the one ant species) would result in domatia mortality.
The study found that a certain pertinent level of domatia (d=23) was the level at which selection between cooperators and defectors would be ambivalent. However, if the number of domatia exceeded this level then it is likely that protectors would be selected. This seems to be coherent with the data as the average number of domatia on the plants was 28 in the site under inspection. Consider this as a wage problem in the principal-agent setting. The principal needs to set some optimal wage in order for the agent to maximise their output. Moreover, the wage can act as a selection tool, reading the signals that are sent by the respective agents.
I believe that the paper offers a really high quality and interesting application of economic insights to the world of biology. Edwards et al. correctly assert that modelling mutualism as a market structure would be erroneous on account of the information asymmetries that would be present in such a market and the inability for the mutualists to have a 'complete contract' (me imputing economics to what they are saying). Thus the use of the principal-agent problem as a descriptive technique is almost certainly more accurate than that progressed by Noë and Hammerstein (1994) for markets in mutualisms. The economics that Edwards et al. use seems intuitively applied and theoretically well-grounded. Douglas Yu is currently moving this work forward by looking at other plant-ant mutualisms, as well as at fig wasp-fig tree mutualisms. The paper on that topic is currently a work in progress, but I look forward to its results, especially because of the fact that 'abscising' (cutting off) of figs in which excess oviposition has occurred does not seem to be a general pattern (if I recall his talk accurately).
As my previous post said, I was at a conference (actually a work group meeting) in Barcelona for TECT. TECT is centred around the The Evolution of Cooperative Trade. The group of which I was de facto a part because of Sam Bowles is called SOCCOP, which is again to do with the evolution of social and cooperative norms.
Over the next while I'll be spending some time blogging about the papers presented. I don't have the expertise to comment rigorously on all the topics as it was an interdisciplinary meeting. I will inevitably have my 'economic hat' on during the analysis.
The papers I'll be talking about are all available here. Most likely I'll have the first one up some time later today and the rest as I manage to read them while studying. I read some before the conference and will dredge up my notes on them too. As a point of foreshadowing, the presentations I enjoyed the most were probably the following:
Douglas Yu on the evolution of mutualisms (ant-plant, wasp-fig tree, etc)
Sam Bowles and Sung-Ha Hwang on Social Preferences and Public Economics
Bob Rowthorn on Slow Learners and Conformism
Simon Gaechter and Benedikt Herrmann on Evolution of Cooperative Punishment
There were several others that were really good, but these appealed to me personally the most. I may spend more time on them than the others.
Thursday, April 24, 2008
Barcelona - Past Two Days
I am in Barcelona in between my IO and Macro exams (we wrote IO on Tuesday, will write Macro on this coming Tuesday). Anyway, I am here on account of being invited by Herb Gintis (via Sam Bowles) to a workshop for SOCCOP. SOCCOP is a research program involved in attempts to understand human prosociality (and antisociality) in the context of evolutionary theory, economics, biology, sociology and so forth. It's a fantastic opportunity, which is why I am here in the middle of exams.
Anyway, Sandra Polania, my colleague from UniSi, and I left Siena yesterday morning on the 07:10 bus to get to Pisa airport. We then waited there for a few hours, me studying a bit of macro and listening to Richard Dawkins's The God Delusion audiobook on my ipod, interspersed with passages from the novel that I am currently reading, Bret Easton Ellis's Lunar Park. The juxtaposition of these on one another was interesting to say the least.
We caught our flight at 14:30 and arrived safely and uneventfully in Barcelona. I sat next to a mother-daughter couple who were having an argument about the daughter having possibly left the mother's bag back in Pisa. But seconds later they were getting intimate about fashion tips from the in-flight magazine. Entertaining. Arguments in Italian are such fun.
Sandra and I then caught the train through to Barcelona where we began our search for the residence at which Arcadi Navarro had told us we'd be staying. We got slightly lost, but thankfully with Sandra being Colombian she could ask the natives where to go in Spanish. I keep on thinking to myself, not ANOTHER language to learn... But it's next on my list after Italian and a brush up on my French. Ok.
After settling into our rooms and me attempting to lie down for a bit (left Siena with cold and headache, worse having arrived, lol). We then went for a walk down to the beach front. It reminded me of home (Cape Town). There we were walking along the beach front, people jogging, cycling and even roller-blading/skating and it gave me distinct feelings of home. It's somewhat like Cape Town, but simultaneously more modern and more ancient. It has the same cosmopolitanism. It has the areas in the middle of the city that are dead quiet, and others that are busily pumping. Fantastic. We grabbed a schwarma for dinner (cheap students that we are), sat beside the dock to eat and then made our way back to the residence.
This morning we both got up at a decent hour and spent some time studying for the pending Macro exam. I managed to chat to Amy on Skype, YAY! It is so weird travelling without my wife, rather difficult to explain, but her presence is simultaneously energising and calming, especially when I'm a sick little traveller. Back to Barcelona. After studying for some time, plus Skype chat Sandra and I went to the Parc Guell, by Gaudi. It was a very interesting experience, I felt like I was walking into a fairytale castle cum attack on modernism. Very odd. The pillars at odd angles playing with Classicism, the almost-kitsch collage tiling. That being said, I really enjoyed it and took some fantastic photos (sadly I left my camera cable at home, photos to follow once I'm back in Italy).
From there Sandra and I took a turn to the old city, wandering around and taking photos as tourists are wont to. We went to the particularly beautiful basilica, Santa Maria del Mar. It has a brilliant array of stained-glass windows, one of which I thought was especially beautiful (again photos to follow). We then took a crazily long walk home, go us for misreading the map! Anyway, I am now back at the residence and procrastinating. Well, I was procrastinating while writing this. Back to macro now...
Friday, March 21, 2008
Too Straight to be Queer, Too Queer to be Straight
Before getting on to this let me state the following for those of you who, for whatever reason, don't know it. I am (in no particular order and with no hierarchy of ranking) a 26-year-old, male, heterosexual, married, white, non-religious, South African man studying a PhD in Economics at the Università di Siena, Italy.
One of the things that I have wondered about for a significant period of time is exclusivity in movements. Specifically in activism surrounding race and issues of sexuality.
This morning I was reading this article from z-net about the LGBT movement and how young LGBT individuals see the movement and how they believe that it is misguided in its attempts (in the US) to be so continually focused on equal marriage rights for LGBT individuals. What immediately came to my mind is that, once again, I was reading an article about LGBT individuals, asking questions of LGBT individuals and why they thought that the LGBT movement was becoming unsustainable. There were no references whatsoever about recruiting non-LGBT individuals to the movement. None. Why?
In the article they also had this photo:
Subtitled: Queer youth march in Springfield, Massachusetts—photo from www.gbpflag.org
From which the question, "Where are the non-queer youth?" follows. Where are the non-queers who could be marching in solidarity?
I have marched against discrimination towards PLWAs (People Living With Aids), for rights to medication, for gender and race equality, and against abuse of women and children. All of these movements have, to some greater or lesser extent, identified some salient descriptor of my identity (semi-summarized above) and allowed me access to fight for the movement, to be active on the movement's behalf. However, when it comes to sexuality I have often felt, validly or not, that there was some kind of exclusivity about sexuality that I, as a heterosexual male (and therefore as part of the oppressing class maybe?) could not understand, or to which I could not relate in the LGBT movement.
Before I get onto this, I am going to relate some personal anecdotes and experiences. When I was at high school (a traditional, religious, single sex college) I was continuously labeled as 'gay', 'fag' and 'queer' (whatever these terms mean to adolescent boys) on account of being different: enjoying acting, singing in the choir, being able to dance, being liberal, being non-religious. I questioned my sexuality and asked myself repeatedly 'Are they right? Am I confused about liking women? Am I meant to like men?' These may not seem relevant to many LGBT individuals who do actually prefer individuals of their sex, but to me it was particularly worrying, was I wrong about what I liked? Did a number of conservative, homophobic individuals have some insight into my personality that I did not? Was I too queer to be straight?
Luckily for me, I ended up in Drama School for my first year of university (after a gap year). But the people at Drama School were equally prejudiced towards me, in a way different to, but not unlike, people had behaved towards me at high school. Individual homosexual lecturers ridiculed me when I wanted to play a rugby match, other individuals tacitly excluded me from social interactions because I wasn't arty enough, I didn't smoke marijuana and I dressed too preppie (when I thought about what I dressed about at all) and I really, really liked women. I was too straight to be queer.
Whereas in high school my behaviour was sanctioned because it was labeled as 'gay'. In drama school it wasn't 'gay' (again in a very, very broad definition of gay) enough. Now, I understand in hindsight that for numerous individuals who had recently finished school and who had wanted to leave behind individuals who played rugby, who dressed preppie, who were tall & sporty, these were weird reminders of things away from which they wanted to move. I was as symbolic to them of things that they disliked, or which they feared as I had been to the conservative, homophobic individuals in my high school (who were a minority I must actually state).
What I wonder about though is that surely instead of alienating individuals like myself the LGBT movement should be embracing us. When I was at university during Orientation Week, I would always stop by the stall for the Rainbow Society, the 'Gay and Lesbian Society' on campus. I once asked one of the representatives, 'What about hetero people?' the reply was that 'Oh, they're welcome too.' I wondered though how we were meant to know that.
So, if the same position still stands, both nationally and internationally, with respect to LGBT movements, how are non-LGBT people meant to know that they can offer their services, not only that, but that LGBT individuals actually want them to do so. When are we going to be targeted by your media? When are you going to be asking us to help? LGBT issues comprise an area that still requires momentous amounts of activism and that will require more in the future. I want to ask, am I as a white, heterosexual, married, male welcome?
Post Script:
For anyone interested, I stopped doing drama. I picked up Economics, completed a Bachelor of Social Science in English Literature and Economics, completed my Masters in Economics, then a Masters in Creative Writing and, as I stated at the beginning, am now doing my PhD in Economics.
Monday, March 17, 2008
So, I read a number of blogs and other things on neuroscience, psychology and economics. I also try to keep up to date, if I can, with little things going on in the Science world. Anyway, one of the things that piqued my curiosity was this article on Chinese-Indian cooperation in science.
The main thesis is that China and India collectively have about 38% of the world's total population. Moreover, they both have scientists educated domestically and internationally who are capable of improving their domestic scientific output. Both China and India are well aware of this fact. The governments of both countries are supposedly trying their best to ensure that as many as possible (though still not enough) of their compatriots who are educated abroad return home. Moreover, if they can achieve a state of cooperation in the sciences between China and India, then they will have a hub of software and hardware driven research that could rival the best anywhere. American isn't respected for much in China, but the article says that it is still respected for its science. While the US cuts back on government-based investment in S&T (according to the article, but not according to the NYTimes - it was cut last year in December, but a new budget for 2009 was proposed with a different agenda), China and India are promoting increases in government spending on both. Scientists in both countries hope that this will aid in the eventual peaceful resolution of political border antagonism between the countries. Who knows?
What is more important to me is that there are better ways to resolve political problems than we often consider. Moreover, there are also ways to try to increase progress in countries, and as a consequence speed up development, that do not require the sanctioning by government of the activities of individuals. What I mean here is that there may be intercountry antagonism (such as the Sino-Indian border conflicts) which may be circumvented and possibly prevented in the future by reinforcement of cooperation elsewhere. Which is very cool in my mind.
It reminds me how we need to get back on track in South Africa. South Africa, which was previously a leader as a developing country, is now falling behind numerous South East Asian countries that have invested far more in education and the sciences than South Africa has. (Which, if I remember correctly is in this paper). South Africa desperately needs to increase investment in the physical and engineering sciences. Not only this but high school graduation rates of mathematics (at higher grade), science and chemistry need to improve rather than continue on the downward spiral that has been seen (ok, this may be hyperbole). One of the things I worry about is that South African education officials state that education is improving, without noting how there aren't dramatic improvements in the sciences. Sadly, growth is not driven by the arts, or the social sciences. Growth is driven by entrepreneurship and the sciences. I don't necessarily agree with how the mechanism works (i.e. philosophically), but there is a fair amount of evidence to suggest that increased growth goes hand-in-hand with development in science and technology graduation rates (and also with the high school math and science grad rates I commented on previously). These aren't highlighted in everyday policy discussions in newspapers, though some do admittedly bring them up. Anyway, I could rant on about this more, but I'm going to leave it for the moment. Suffice to say that I don't think JZ would necessarily take cognizance of this and I don't believe he would surround himself with people conducive to such ideas. Intriguing indeed.
Sunday, March 16, 2008
Strada di Pieve al Bozzone
We took a walk down our road today. We try to do walks around and about our place every so often, so you'll get photos here and there. We were walking towards a place we were looking at for some friends to stay. It's quite a walk from where we are, but still on our road which runs all the way to Pieve al Bozzone (Hence the Strada di...).
Anyway, here are the photographs.Amy, not as called as she might be, but looking over the fields toward the pond.
The road we had just walked, up the hill and over the meadows. So to speak.
A particularly enchanting tree, splitting down its middle.
Saturday, March 08, 2008
Baked Spinach, Cheese and Eggplant
Coarse cooking salt
Vegetable oil
1 Large Brown Onion, chopped finely
2 Cloves of Garlic, crushed and separated (each clove goes somewhere)
3 Medium Tomatoes, chopped
400g Tin of Tomatoes, crushed
½ Cup Fresh Oregano
2 Tsp Sugar
500g Spinach, trimmed
250g Ricotta Cheese
1 Egg, lightly beaten
½ Tsp Nutmeg
½ Cup Grated Cheese
Cheese Sauce
50g Butter
2 Tbl Sp. Flour
1 ½ Cups Milk
1 Cup Grated Cheese
Cut eggplant into slices, place on a wire rack and sprinkle with the coarse salt. Leave to stand for ten minutes, then rinse, and leave on absorbent paper. After a further ten minutes, remove them from the absorbent paper and shallow fry them, in batches, in the vegetable oil until lightly browned on both sides. Drain them on more absorbent paper. I also used a bit of butter here, on the advice of Amy, which definitely gives them a nice bit of flavour. I didn't want to use too much oil for the shallow frying.
Cook onion and garlic until soft. Add the fresh tomatoes and cook, while stirring, until the tomatoes are soft. Add the crushed, tinned tomatoes, with all the juice; the oregano and the sugar. Note here that I didn't have any oregano, I added some dried oregano and some chopped fresh basil which was also really tasty. Leave this to simmer, uncovered, until it is reduced to half.
In the interim, clean and trim the spinach. Then boil until just wilted. We added a bit of bicarb and salt to the water when boiling the spinach in order to retain some colour. After boiling, squeeze off any excess water (Amy pressed it into our colander, which seemed to work well, they never tell you 'how' to do certain things in these recipes, How does one squeeze spinach properly?) chop the spinach coarsely. Combine the spinach, ricotta cheese, garlic and nutmeg in a bowl mixing it well.
To prepare the cheese sauce first melt the butter in a saucepan and stir in the flour until the mixture is thick and bubbling. Gradually add the milk, stirring the whole while. Once this mixture has thickened somewhat, start to add the cheese, stirring in slowly (don't just gooi it in). The recipe says to use Cheddar Cheese, but trust an Australian recipe for Italian food not to realise that YOU CAN'T GET CHEDDAR CHEESE IN ITALY! So you, we used mixed grated cheese, or formaggio grattugiato – basically Parmesan and others. It turned out really well.
Once you have prepared all of the above, oil a decent oven-proof dish and use 1/3 of the eggplant as a base layer on the bottom. Then pour the tomato and onion mixture over this. Make a second layer of eggplant, which you cover with the ricotta and spinach mix. Add the remaining eggplant as a final vegetable layer and cover this with the cheese sauce. Sprinkle some cheese on top of this. Bake in the oven for about 30 minutes, until it is light and golden on the top.
It makes a fantastic main meal, or complements other meats nicely. We supplemented it with a good bottle of Chianti that I was given as a gift for proof-reading some stuff as a favour to one of my classmates: Conti Serristori Chianti Classico. What fun! Hope you enjoy the preparation and the food itself as much as we did.
Apologies for the second blurry picture. We were being silly and didn't check it. Also, we have no control over our heinous wine glasses, they are part of the package in our semi-furnished home.
Friday, March 07, 2008
I have long wondered what specifically makes an individual economist the way that they are. An associate of mine back in Cape Town, Mandisi Majavu, made me aware of this paper and I was wondering what others thought of it. It's called The Making of An Economist Redux (JEP, 2005), by Prof. David Colander and comments on a number of the top graduate schools in the States. Thoughts? Opinions?
You can get the paper at this link.
And also, for those of you who care, you can see in this Q&A from Freakonomics at the NY Times that Hal Varian uses Linux.


