Showing posts with label uncertainty. Show all posts
Showing posts with label uncertainty. Show all posts

Monday, May 16, 2011

Black Swans and the Arab Spring

. Monday, May 16, 2011
1 comments

Nassim Taleb and IPE Prof. Mark Blyth apply "Black Swans" to foreign policy and the Arab Spring:

Complex systems that have artificially suppressed volatility tend to become extremely fragile, while at the same time exhibiting no visible risks. In fact, they tend to be too calm and exhibit minimal variability as silent risks accumulate beneath the surface. Although the stated intention of political leaders and economic policymakers is to stabilize the system by inhibiting fluctuations, the result tends to be the opposite. These artificially constrained systems become prone to "Black Swans"--that is, they become extremely vulnerable to large-scale events that lie far from the statistical norm and were largely unpredictable to a given set of observers.

Such environments eventually experience massive blowups, catching everyone off-guard and undoing years of stability or, in some cases, ending up far worse than they were in their initial volatile state. Indeed, the longer it takes for the blowup to occur, the worse the resulting harm in both economic and political systems. ...

Take, for example, the recent celebrated documentary on the financial crisis, Inside Job, which blames the crisis on the malfeasance and dishonesty of bankers and the incompetence of regulators. Although it is morally satisfying, the film naively overlooks the tact that humans have always been dishonest and regulators have always been behind the curve. The only difference this time around was the unprecedented magnitude of the hidden risks and a misunderstanding of the statistical properties of the system. ...

Humans fear randomness--a healthy ancestral trait inherited from a different environment. Whereas in the past, which was a more linear world, this trait enhanced fitness and increased chances of survival, it can have the reverse effect in today's complex world, making volatility take the shape of nasty Black Swans hiding behind deceptive periods of "great moderation." This is not to say that any and all volatility should be embraced. Insurance should not be banned, for example.

But alongside the "catalysts as causes" confusion sit two mental biases: the illusion of control and the action bias (the illusion that doing something is always better than doing nothing). This leads to the desire to impose man-made solutions. Greenspans actions were harmful, but it would have been hard to justify inaction in a democracy where the incentive is to always promise a better outcome than the other guy, regardless of the actual, delayed cost.


I don't have too much to say about this right now, but I find the basic argument very interesting. (For those without institutional access to Foreign Affairs, Blyth describes the basic principles in this audio interview.) It's not especially new, especially for Taleb, but generalizing the argument that economies, polities, and other social systems are complex adaptive systems is important. The central claim -- the more we try to keep a lid on volatility, the bigger the inevitable explosion -- may or may not be strictly true. It's the sort of claim that needs more empirical support than they provide in this essay alone. But the bigger argument about complex systems is surely true, and internalizing it is important for social scientists and policy makers. I expect this sort of thinking to guide a lot of future research in the social sciences.

Wednesday, February 6, 2008

Who is to Blame?

. Wednesday, February 6, 2008
0 comments

Who should we blame for our current economic difficulties? I have been thinking about this question for the past week. Not because I wonder who we should blame, but because I am puzzled by the quest to find the person or persons who are responsible. The consensus places primary responsibility on Alan Greenspan. A few, such as Fred Bergsten, blame the IMF as well (for what, exactly, remains unclear). There appears also to be a consensus that Bernanke is to blame for failing to respond correctly to financial weakness (whatever that means) in order to make things better.

I find the search for a culprit puzzling for two reasons. First, the blame game rests on faulty reasoning. Those who assign blame implicitly compare what did happen with a utopian counter-factual of what would have happened had a different policy been followed. Greenspan is to blame because he cut rates too much and fueled the housing bubble. Asserting that these rate cuts were mistaken (and thus G is to blame) requires one to believe that not cutting rates would have produced a much better outcome. Yet, what would have happened had G not cut rates? We might have had a severe rather than a mild recession in the early 2000s. Then we would blame him for not cutting rates (fully unaware, of course, that cutting rates would have produced a housing bubble). So, when we assign blame we assume that the path not taken was a better path without having any good reason to believe this.

Second, when we assign blame we assume that individuals can control highly complex systems. Yet, our understanding of the relationship between monetary policy instruments and economic activity has not yet reached the status of Newtonian mechanics. There is considerable uncertainty about how financial markets work, and how they respond to changes in monetary policy. Whatever imperfect understanding does exist is constantly in flux as financial markets innovate. Is it reasonable to expect the Fed to anticipate the emergence of the new and highly complex financial instruments that drove the sub-prime lending boom? How reasonable is it then to argue that the housing bubble was foreseeable (and foreseen) by Greenspan? This is, of course, the inverse of the first flaw in reasoning; we assume that the future consequences of our current decisions are knowable and we can therefore avoid bad futures.

So why do we insist on assigning blame? I don't know, maybe it reflects our discomfort with the uncertainty that pervades all of the decisions we make and our inability to accept how little direct control we have over the broader forces that shape our lives. Or, perhaps it reflects the exigencies of democratic politics. In a world in which we expect so much from our government, we have lost the capacity to distinguish between those things that a government can be reasonably expected to do and those things we think it should be able to do. As a consequence, we expect unreasonable things from our government, and these expectations create opportunities that those seeking office can exploit to their electoral advantage.

International Political Economy at the University of North Carolina: uncertainty
 

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