Monday, January 31, 2011

Behaviorial economics is futile so far

Neoclassical economics has taken a lot of flak recently, I think unjustly, for failing to predict the last economic crisis. For many critics, behavioral economics is the next big idea, because it is much more closely tied to empirics and has a special focus on irrational behavior. But beware of fads, of which there are unfortunately too many in Economics.

Nathan Berg and Gerg Gigerenzer say that behavioral economics is just as bad as neoclassical economics because they are both full of ad hoc assumption and build on axioms that are not tested. In particular, the deviations from rationality are never evaluated in how costly they are, for example whether people are then poorer or less happy. This is important as if those deviations are costly, people would likely do something about them and they may become less important. In other words, behavioral economics if far from being mature enough to be the panacea some are seeing in it.

Friday, January 28, 2011

On the emergence of money

Why are we using money? The answer we give to undergraduates is that money facilitates transactions and can be use as a store of value. But how do we get there? For money to be used, especially fiat money, there needs to be an agreement among many people that a particular commodity is the right one, and that we should all accept it for payment. How do you get there? If you look at the economic history of humanity, the use of money is in fact only a very recent phenomenon, and many previous attempts at introducing money failed. What makes money stick? All these are questions that are really difficult to answer and that will keep scholars busy for a long time. What we have so far are partial answers that are mostly of anecdotal nature.

Xue Hu, Yu-Jung Whang and Qiaoxi Zhang use a trading post approach to understand the emergence of money. A trading post economy includes households with heterogeneous endowments and wants who go to particular locations to meet and trade, and each trading post deals with only two goods. Under a monetary equilibrium, all trading posts deal with the same good, and another one that is different for each. The question is how to get there. The classic paper here is by Peter Howitt and Robert Clower, which was criticized for not having any maximization: this happened by pure chance, but eventually almost all experiments resulted in monetary equilibria. Hu, Whang and Zhang add to this utility maximizing households, but add substantial frictions to prevent convergence from happening too fast. These assume that there is a tâtonnement process that allows only 20% of households how want to switch trading posts to do so.

The conclusions are similar to Howitt and Clower, though. The good most likely to become money is the one that is the most saleable, either because there are large endowments and want for it, or because its trade is less costly. They also find that the absence of double coincidence of wants, traditionally used to justify the existence of money, actually makes the emergence of money more difficult. When money has not yet emerged, why would you experiment in trading your good for something you do not want?

Thursday, January 27, 2011

Smokers and the smoking ban: some hate it because they quit

One of the most unusual and criticized theories in Economics is that of rational addiction, which states that smokers and druggies choose their addiction under full rationality and information. This can be rather surprising to a non-economist, but one can find data that supports (well, does not reject) such theory.

Timothy Hinks and Andreas Katsaros provide some evidence that could further validate the rational addiction theory by looking at public smoking bans in England, Wales and Northern Ireland. Using the British Household Panel Survey, which includes questions about happiness and smoking, they find that those who reduced their smoking show no change in happiness compared to those who did not change their smoking. But once public smoking bans were imposed, those who reduce smoking, in particular heavy smokers, exhibit decreases in happiness. In other words, they were forced to reduce smoking by being chased away from public places, and feel worse for it. That is consistent with the rational addiction theory in that imposing an unanticipated constraint makes people worse off. But one could also imagine irrational addiction theories that would be consistent with that result. Indeed, the critical aspect here is that you are locked into a state (addicted smoker). Whether you got there rationally or irrationally does not matter.

Wednesday, January 26, 2011

Breastfeeding and cognitive skills

Breastfeeding is now almost universally promoted as the healthiest way to feed a baby. And indeed, while breastfed babies are a little smaller and than bottle-fed ones and gain a little less weight, they are healthier, it is thought mainly because the mother milk transmits antibodies and relevant nutrients. But not every mother breast feeds, maybe because not every mother realizes all the benefits, or because some of the costs are high (time management for working mothers or aesthetic issues). Or there are some other benefits that are not well known.

Maria Iacovou and Almudena Sevilla-Sanz report that breastfeeding has significant positive impacts on cognitive skills (reading, writing and mathematics). While this correlation is well known, it may be spurious because mothers who breastfeed are more likely to be well educated (Irish example), and their children are also more likely to be well educated as well. The obvious way to overcome this statistical issue, a randomized trial, is not feasible on ethical grounds. What Iacovou and Sevilla-Sanz do is use propensity score matching, which essentially matches babies that have the same characteristics but breastfeeding and then compare their cognitive skills. What is particularly impressive in this study is that the retained characteristics are very broad beyond baby demographics and health, including parent characteristics such as education, job, income, and even pre-birth attitude towards breastfeeding or home and neighborhood. And even after controlling for all these variables, the impact of breastfeeding is still significant on babies from Bristol (England), and it may even grow with age.

Tuesday, January 25, 2011

Unskilled workers stay unskilled

Learning is a lifelong experience, as one has to adapt to new technologies and circumstances. Those who are the most flexible in the acquisition of human capital do best. This is not only a private benefit, employers also realize that it is important that their workforce continues training and give opportunities for training to their employees. While employers appear to give equal opportunities for such training to high and low skilled workers, it turns out low skilled workers disproportionately do not take advantage of them. Why so?

Didier Fouarge, Andries de Grip and Trudie Schils find this has nothing to do with lower returns, in fact returns to training are about the same for high and low skill workers, at least in the Netherlands. It appears it has much more to do with personal preferences. Low skill workers have in particular a higher preference for leisure (or, they do not like their job as much), exhibit more exam anxiety and dislike trying new things. In other words, they find it welfare reducing to get more training. Should policies still try to get them into training?

Monday, January 24, 2011

How not to distribute research funds

Citation counts are often used to proxy for the quality of an article, researcher or journal. They are not a perfect measure, everybody agrees on that, but they have proven to be a useful starting point for evaluation. Sometimes they are taken very seriously, too seriously, for the distribution of funds and pay. But at least this is done within a field, as it is obvious that citing conventions and in particular frequencies differ from field to field.

Javier Ruiz-Castillo goes further in trying to infer how budget priorities should allocated across research fields by using citations counts. Of course, for this one first needs to have a good understanding of how citations are distributed. Roughly, citations are distributed following power laws with fields and subfields. This means that few articles garner a lot of citations, while many go empty (especially in Business, Management and Political Science). And if I understand the paper right, one can apply readily a multiplier to compare the citation frequencies across fields. And these multipliers then make it possible to compare researchers or research units across fields within, say, a country, as long as one assumes that an adjusted citation is equally worth citing. For example, is political science worth the same support as biomedical engineering after using these multipliers, to take two randoms fields? And the "size" of the field is important as well. Here the author makes an attempt at some definitions of size which I frankly did not understand.

That said, I wonder why I forced myself in reading this paper. First is it indigestible because it is poorly written and uses very bad analogies. Second, because trying to compare fields and use citations for the allocation of funds or prizes across then is impossible because you have no identification: in statistical speak, the fixed effects capture all the variance. You can only compare how well a field does in a country compared to the rest of the world, but this cannot measure how important the field is. You need more information than just citations.

Friday, January 21, 2011

Optimal aging

While there is some amount of uncertainty in the length of our lifetime, we have the means of influencing it with various choices, such with different diets, occupations, investment in prevention and physical activities. But as these choices all have a cost, whether monetary or in utility, people face trade-offs and there is something of an optimal age. How should we think about it?

Carl-Johan Dalgaard and Holger Strulik make a first attempt at answering this question by positing an "aging law of motion" that defines how a human body become more frail over time and how this can be influenced by various costly choices. They use some recent insights from medicine and biology on the speed of aging and build a model that is able to replicate the impact of medical progress on life expectancy, or the relationship between labor productivity and life expectancy, or cross-country differences in life expectancy. This is all exciting stuff, but I am puzzled that individuals have only utility from consumption. One would expect that the value of life goes beyond just consumption, and empirical studies confirm this. This is not important when the lifetime is fixed, but when someone can influence it, it becomes critical. I am looking forward to a revision of this paper.