Skip to main content

The ignorance epidemic and bounded rationality

This week's edition of the economist had an interesting article on the knock-on effect the Ebola outbreak is having across Africa. Safari bookings, for instance, are dramatically down on previous years. This seemingly makes no sense: the traditional safari hotspots are further away from and less connected with the effected areas than most European capitals. Through the lens of bounded rationality, however, such an 'ignorance epidemic' is much easier to explain.
       To explain, consider the Jackson family deciding where to go on holiday this year. Suppose that a safari in Tanzania is the best. Then, in the world of the economic textbook, a safari maximizes utility and the Jacksons would set off for Africa. And reality?
        Deciding where to go on holiday is undoubtedly going to be a difficult choice because of the almost limitless possibilities to choose from. So, the Jacksons are not going to maximize utility. The best they can realistically aim for is satisficing. This is the term introduced by Herbert Simon to capture the idea people search until they find a 'good enough' option. The Jacksons may decide that a holiday in Australia is good enough for them.
        Where does Ebola fit into this story? Without Ebola maybe the Jacksons would go to Africa. With Ebola they go to Australia. The crucial point to recognize is that the Jacksons don't lose much either way: in a world of satisficing Africa and Australia are pretty much as good as each other. In other words, the Jacksons don't pay for their 'ignorance'. Africans, however, will pay for the collective ignorance of families like the Jacksons. This is inefficient.
         In a recent paper with Myrna Wooders we show that such inefficiency often comes with stereotyping. Basically, the people doing the stereotyping (the Jacksons in the example) don't lose much by stereotyping. But the people who are stereotyped (Africans in the example) may lose a lot.  The standard economic model is poorly suited to picking up and analysing such things. In particular, the standard model assumes the Jacksons will eliminate bias over time. From a satisficing perspective, however, there is no incentive to do this. The bias will likely persist. 
         Such persistence of bias means that framing effects, which drive things like stereotyping, can have big consequences. It also means the general tendency within economics of wishing away framing effects and coherent arbitrariness is not good enough. Trying telling Africans whose livelihood relies on safari tourists that the 'Ebola framing' is not that important. 
   

Comments

Popular posts from this blog

Revealed preference, WARP, SARP and GARP

The basic idea behind revealed preference is incredibly simple: we try to infer something useful about a person's preferences by observing the choices they make. The topic, however, confuses many a student and academic alike, particularly when we get on to WARP, SARP and GARP. So, let us see if we can make some sense of it all.           In trying to explain revealed preference I want to draw on a  study  by James Andreoni and John Miller published in Econometrica . They look at people's willingness to share money with another person. Specifically subjects were given questions like:  Q1. Divide 60 tokens: Hold _____ at $1 each and Pass _____ at $1 each.  In this case there were 60 tokens to split and each token was worth $1. So, for example, if they held 40 tokens and passed 20 then they would get $40 and the other person $20. Consider another question: Q2. D...

Nash bargaining solution

Following the tragic death of John Nash in May I thought it would be good to explain some of his main contributions to game theory. Where better to start than the Nash bargaining solution. This is surely one of the most beautiful results in game theory and was completely unprecedented. All the more remarkable that Nash came up with the idea at the start of his graduate studies!          The Nash solution is a 'solution' to a two-person bargaining problem . To illustrate, suppose we have Adam and Beth bargaining over how to split some surplus. If they fail to reach agreement they get payoffs €a and €b respectively. The pair (a, b) is called the disagreement point . If they agree then they can achieve any pair of payoffs within some set F of feasible payoff points . I'll give some examples later. For the problem to be interesting we need there to be some point (A, B) in F such that A > a and B > b. In...

Prisoners dilemma or stag hunt

Over Christmas I had chance to read The Stag Hunt and the Evolution of Social Structure by Brian Skyrms. A nice read, very interesting and thought provoking. There’s a couple of things in the book that prompt further discussion. The one I want to focus on in this post is the distinction between the stag hunt game and the prisoners dilemma game.    To be sure what we are talking about, here is a specific version of both type of game. Adam and Eve independently need to decide whether to cooperate or defect. The payoff matrix details their payoff for any combination of choices, where the first number is the payoff of Adam and the second number the payoff of Eve. For example, in the Prisoners Dilemma, if Adam cooperates and Eve defects then Adam gets 65 and Eve gets 165. Prisoners Dilemma Eve Cooperate Defect Adam Cooperate 140, 140 65, 165 Defect 165,...