Print Page   |   Contact Us   |   Sign In   |   Register
Complexity Matters
Blog Home All Blogs
Search all posts for:   


View all (443) posts »

Unexpected Whirlwinds Ravage Natural and Manmade Systems

Posted By Prucia Buscell, Thursday, July 30, 2009
Updated: Thursday, February 17, 2011
The similar dynamics of tsunamis and earthquakes and ruptures in manmade system such as economies and electric power grids may have profound implications for future planners and policy makers.

"Power Curves: What Natural and Economic Disasters Have in Common," a McKinsey Quarterlyarticle by Michele Zanini, describes how complexity theory explored in the natural sciences is increasingly being used in economics. In fact, she writes, Didier Sornette, an earthquake authority and visiting geophysics professor at University of California at Los Angeles, is heading the Financial Crisis Observatory in Zurich, which uses mathematical models based on complexity science and physics to gain insights into economic crises. Power laws, she writes, seem applicable to earthquakes, forest fires, blackouts and banking crises. For example, Ms. Zanini says, plotting the frequency of banking crises around the world from 1970 to 2007 and the magnitude of their loses in each country, shows a power law curve: a short "head" of nearly 70 crisis with relatively small losses and a very long "tail" with a very small number of massive crises.

Much has been written about the concept of power laws. Nassim Nicholas Taleb's engaging and insightful 2007 book, The Black Swan: The Impact of the Highly Improbable has been a best-seller. Sornette proposes "dragon kings"-outlier events that he says are even wilder than Taleb's black swans.

So what does this mean for the possibility of predicting? This field of research is still young, but Ms. Zanini writes that what's known so far has potential implications. First, she says, "make the system the unit of analysis", meaning that the behavior of any agent has to be studied in the context of the behavior and performance of the system in which it is embedded. She also suggests paying attention to history, noting early warnings, learning from other complex systems, and building flexible business models.

Research scientist and author Duncan Watts has some similar observations in his essay "Too Complex to Exist," urging analysts to study "systemic risk." He cites a stunning example. In 1996, a single power line in Oregon brushed against a tree and shorted out, triggering a massive cascade of power outages that left 10 million people in the Western US without electricity. No one figured out exactly how it happened ,or how to prevent it. And a similar blackout cascade happened again in the Northeast in 2003. He writes that the financial system, much like the power grid, "is a series of complex, interlocking contingencies." Once a cascade starts in any complex system, he suggests, risk assessment is very hard because conditions influencing any part of the interconnected system can change suddenly and dramatically. "...The number of contingencies that a systemic risk model must anticipate grows exponentially with the connectivity of the system," he writes.

Watts says there has been a trend toward building ever larger and more connected networks, and he suggests that "too big to fail" may really mean "too big to exist." One possibility, he writes, could be a regular review of the largest and most connected firms in each industry by regulators who could get answers to an essential question: Would the sudden failure of this company generate intolerable impact on the wider economy? Government intervention in the economy already exists, he observes, and the real question is what kind of intervention works best: "preventive management or after-the-fact rescue."

Tags:  buscell  complexity matters  economy  nature  unexpected 

Share |
Permalink | Comments (0)
Association Management Software Powered by YourMembership  ::  Legal