Incentives matter and monopolies are terrible

Monopoly (or near monopoly) is always very bad for consumers. Check out this article from OSnews.com about Intel’s compiler that goes to some lengths to handicap non-Intel processors. I got more and more thankful for the free software folks (think GNU compiler) and all open source contributors as I was reading this. Yes, I am writing this on an iMac that has an Intel processor. I wish I could fight monopolies effectively on my own…

Academic textbooks and healthcare incentives compared – Boing Boing

The always interesting Boing Boing blog has a long post on the market for academic textbooks and makes explicit comparisons of the incentives in this market and in the U.S. healthcare system. I won’t quote from the article, as it is good enough for me to recommend you to read it in whole, along with the comments, several of which are good also. I will say that I am making some progress in this area, having for the first time given students several weeks’ notice about the textbooks I am going to use in the upcoming spring semester. Next year, I will try to substitute some creative commons sources for textbooks, but it will be hard, and very hard for my graduate courses.

Bacteria that channel Elinor Ostrom

This blog post, from Not Exactly Rocket Science, caught my attention. I blogged about it in my more general-audience blog. Here I want to elaborate a little bit on the connection with Elinor Ostrom’s work. Ostrom studies how various human societies have evolved mechanisms to manage common property resources. She shows how in many cases these mechanisms lead to much better outcomes for the users of the commons than what the plain old game theoretic foundation of the “tragedy of the commons” that we teach undergraduate students (and graduate students, too) leads us to believe. I like how the study of bacteria I started this post with shows the same idea operating via chemical signals and evolutionary pressures in populations of bacteria. Surely humans can continue to evolve useful mechanisms to manage their own common property resource problems better, if bacteria can. Note that the bacteria in this study did not have a uniformly good solution: only if the population of the colony gets large enough does the evolutionary advantage of cheaters evaporate. But it does evaporate, eventually.

The pundits’ dilemma

Mark Liberman says this in the Language Log today, among other good points:

Overall, the promotion of interesting stories in preference to accurate ones is always in the immediate economic self-interest of the promoter. It’s interesting stories, not accurate ones, that pump up ratings for Beck and Limbaugh.  But it’s also interesting stories that bring readers to The Huffington Post and to Maureen Dowd’s column, and it’s interesting stories that sell copies of Freakonomics and Super Freakonomics.  In this respect, Levitt and Dubner are exactly like Beck and Limbaugh.

We might call this the Pundit’s Dilemma — a game, like the Prisoner’s Dilemma, in which the player’s best move always seems to be to take the low road, and in which the aggregate welfare of the community always seems fated to fall. And this isn’t just a game for pundits. Scientists face similar choices every day, in deciding whether to over-sell their results, or for that matter to manufacture results for optimal appeal.

In the end, scientists usually over-interpret only a little, and rarely cheat, because the penalties for being caught are extreme.  As a result, in an iterated version of the game, it’s generally better to play it fairly straight.  Pundits (and regular journalists) also play an iterated version of this game — but empirical observation suggests that the penalties for many forms of bad behavior are too small and uncertain to have much effect. Certainly, the reputational effects of mere sensationalism and exaggeration seem to be negligible.

Mark Thoma says, among other things, this, in the post that brought Liberman’s post to my attention:

I’m not sure I know the answer to that, but I suspect it has something to do with increased competition among media companies for eyeballs and ears combined with an agency problem that causes information organizations to maximize something other than the output of credible information (maximizing profit may not be the same as maximizing the output of factual, useful information).

Though this type of behavior was always present in the media, it seems to have gotten much worse with the proliferation of cable channels and other media as information technology developed beyond the old fashioned antennas on roofs receiving analog signals. I don’t want to go back to the days where we had an oligopolistic structure for the provision of news (especially on network TV), competitive markets are much better, but there seems to be a divergence between what is optimal for the firm and what is socially optimal due to the agency problem.

Some people have argued that there are big externalities to good and bad reporting, and therefore that “some kind of tax credit scheme for non-entertainment news reporting might enhance societal efficiency and welfare.” That might help to change incentives, but I’m not sure it solves the fundamental agency problem. There must be reputation effects that matter to the firm, some way of making the firms pay a cost for bad pundit behavior. But that is up to the public at large, people must reward good behavior and penalize bad, it is not something the government can control. I suppose we could try something like British libel laws to partially address this, but looking at the UK press does not convince me that this solves the problem.

So I don’t know what the answer is.

I would not want to jump in and say that I know what the answer is. However, it is clear that there is a mechanism design question here. The economist’s knee-jerk reaction to this would be “if the consumers of information are more interested in being entertained than informed, then it is efficient to provide them entertainment as long as the marginal cost of entertaining each one of them meets her/his marginal willingness to pay”. As Thoma notes, it is noted that reporting has external effects. These would seem to push us in the direction of amending the rule for social optimality and looking for ways to align pundits’ incentives to what efficiency would require.

But if the majority of the audience want to be entertained and not informed, shouldn’t we economists, as children of the Enlightenment, bow to the consumers’, our multitudinous Kings’, desires? To take the idea that bad reporting carries negative externalities seriously, one has to take seriously the possibility that people express preferences for the wrong things, things that will in the long term, collectively conspire to harm them. Is this only because of the word “collectively” and so only a question of externalities, one step removed? I think that there is more “irrationality” to consumers than that. We need to come to grips, as we consider mechanism design, with “irrational consumers”. The misnamed “behavioral economics” (all economics is behavioral) field has some valuable ideas here. It seems to me economic theorists of the mechanism-design bent, should adopt these ideas and do their formalizing magic with them to reach some results. After all, no lesser theorist than Leonid Hurwicz made a foray into “irrational” agents all the way back in the 1980s.

Remark: I always place “irrational” and “rational” within quotation marks. Given what I know of game theory, including Binmore’s work on the application of Goedel’s Theorem on games played by automata, and games such as the Prisoners’ Dilemma and the Centipede, I feel I have no way of even pretending that I know what “rational behavior” really ought to mean in the case of individuals interacting in a game. Worse, in the context of consumer not knowing “what’s good for them”, we have an additional level of “irrationality” which seems to resolve to time inconsistency in the behavior of a single person. This post being long enough, I have to leave further development on my thoughts on these points to another post.

Clairaut’s Theorem

For some reason that I do not fully understand, the equality of cross partial derivatives gets all munged up, in naming at least, when taught in the typical math econ class, including the one when I was an undergraduate student. In reading this great expository blog on mathematics, I finally found a reference to a named theorem about it. And the name is not Young’s Theorem, as I have been taught. I learn something every day. Wikipedia has something to say about this, too.

Paul Romer on Elinor Ostrom’s Nobel prize

My old teacher Paul Romer has a fantastic post on Ostrom’s prize award. A long quote follows, but I do strongly recommend the whole thing:

Most economists think that they are building cranes that suspend important theoretical structures from a base that is firmly grounded in first principles. In fact, they almost always invoke a skyhook, some unexplained result without which the entire structure collapses. Elinor Ostrom won the Nobel Prize in Economics because she works from the ground up, building a crane that can support the full range of economic behavior.

When I started studying economics in graduate school, the standard operating procedure was to introduce both technology and rules as skyhooks. If we assumed a particular set of rules and technologies, as though they descended from the sky, then we economists could describe what people would do. Sometimes we compared different sets of rules that a “social planner” might impose but we never said anything about how actual rules were adopted. Crucially, we never even bothered to check that people would actually follow the rules we imposed.

Economists who have become addicted to skyhooks, who think that they are doing deep theory but are really just assuming their conclusions, find it hard to even understand what it would mean to make the rules that humans follow the object of scientific inquiry. If we fail to explore rules in greater depth, economists will have little to say about the most pressing issues facing humans today – how to improve the quality of bad rules that cause needless waste, harm, and suffering.