Climate Risks: Lessons From The Financial Crisis
Unfortunately for the rest of us, events have proved otherwise. The financial industry was not quite as sophisticated as it thought.
At the same time that the financial industry was building its risk management models, economists were constructing their own, ever more complicated models to assess the risks of climate change. Despite the emerging consensus from scientists that climate change posed significant and potentially catastrophic risks, these economic models purportedly demonstrated that the costs of emissions reduction in the present could not be justified by the future benefits of avoided damages from climate change. One reason these models reached conclusions so at odds with climate science was because they failed to recognize the implications of climatic black swans.
When analyzing risk in the financial industry and the risks of climate change, one must decide how to take into account events whose likelihood of occurring is extremely small. The usual answer is to ignore events with minimal probability of occurrence. This is reasonable, as long as the consequences associated with such highly improbable events are comparable in magnitude to the consequences of much more probable outcomes.
But what if the consequences of a highly improbable event are exceedingly large - bordering on the incalculable? Combine "incalculable" with "highly improbable" and you have two good reasons for analysts to avoid what is now popularly referred to as a black swan - an event that is highly improbable but whose consequences dwarf the consequences of more probable outcomes. Black swans are to finance and climate change what hanging chads were to
The danger of black swans is becoming increasingly well recognized. Nassim Taleb popularized the notion of "black-swans" in his best-selling book of the same name. The book criticizes the Black-Sholes and Capital Assets models that revolutionized Wall Street for ignoring these types of risks. Taleb notices that hedge funds exploit a perceptual weakness on the part of their clients regarding black swans by placing bets that almost always generate small gains and only risk large losses once in a blue moon. By leveraging their bets heavily, hedge funds magnify the small gains that occur with a high probability into much larger percentage gains for their clients that predictably roll in year after year. The hedge fund then pockets a 2% management fee and 20% of client profits over some minimum rate of return each year. Year after year, the hedge funds pay their clients handsomely while paying themselves royally. This creates the illusion that blue moons don't rise over their particular hedge fund.
But sooner or later a blue moon will rise over every hedge fund placing these kinds of bets. By leveraging bets, hedge funds not only magnify gains on all the normal nights, they also multiply the magnitude of a loss when a blue moon does appear. Consequently, when the blue moon finally rises clients are wiped out, but the fees and profit shares of the hedge fund usually are not. Only when hedge fund managers are foolish enough to invest their gains alongside their clients' investments do the managers go down with the ship. That is, only when managers forget that they are exploiting the predictable tendency of clients, who they have carefully conditioned with an uninterrupted string of white swan sightings over their hedge fund to underestimate the likelihood that a black swan will appear, do they also fall victim to their own scheme.
Of course, since black swans do appear from time to time over the sky of all hedge funds, if clients take black swan sightings at other hedge funds seriously, presumably they would be less easy "marks" for their own hedge fund managers. And indeed, now that the global financial crisis has unleashed large flocks of black swans simultaneously over many hedge funds, the illusion that "no black swan could appear at my hedge fund because none has yet" may be shattered, in which case we may witness the end of an era defined by this particular kind of financial scam. But until recently, many hedge fund clients have apparently fixated only on the string of white swans their own fund manager can invariably show them and have falsely assumed that black swans only appear over poorly managed hedge funds where fools invest.
Protecting wealthy investors from hedge fund scams should be the least of our concerns. The shockwaves those swans have sent throughout the global financial system threaten all of us, because banks that were too big to fail were allowed to play Russian roulette with our funds by investing heavily in hedge funds. If we have learned one thing from the crisis it should be this: the interests of those who make short term profits with other people's money in the financial carrying trade do not coincide with the long-run interests of the public at large. If financial black swans appear, the public will suffer the full negative effects while those in the financial carrying trade will suffer only a tiny fraction of the negative effects. We need to regulate the behavior of those in finance to prevent them from undervaluing the consequences of black swans to our detriment.
But have we also learned to better manage risks? Climate scientists have warned that if we can't get on a trajectory to stabilize atmospheric carbon dioxide levels within the next ten years, there is a very high probability we'll experience moderate global warming and a smaller, but still real, possibility of passing critical thresholds that will result in cataclysmic climate changes. In light of this evidence, what is the appropriate response?
Economic models that claim that the costs of preventing climate change are not worth the benefits of avoided damages are ignoring the possibilities of black swans and maximizing the expected value of climate policy. If an action almost always produces small negative payoffs and only yields a large positive payoff once in a blue moon, maximizing expected value leads us to reject this course of action. Yet, if people behaved this way in the real world, no one would buy insurance. Profits in the insurance industry hinge on the willingness of buyers to pay more in annual premiums than the expected payout in the event of a blue moon. Insurance is profitable because almost all of us, fearful of incurring a black swan we cannot afford, buy insurance policies with a negative expected value for the buyer and only a positive expected value for the seller. Yet most of us do not think it is foolish to purchase life insurance or fire insurance for our homes. Why then, would we think it is foolish to insure the planet against catastrophic climate risks whose costs are literally incalculable?
Ironically, there is every reason to believe the benefits of avoiding even mild climate change would outweigh the costs of avoidance. A few unwarranted assumptions buried in mountains of technical details - such as ignoring whole categories of damages from even mild climate change and undervaluing benefits of avoidance by choosing a high rate of time discount - are responsible for giving the opposite impression. But even if avoiding mild climate change were not cost effective, and even if cataclysmic climate change was less probable than scientists warn, the appropriate risk model - paying reasonable premiums for insurance against black swans we cannot afford - would still recommend the precautionary policy of paying the necessary costs to avoid climate change.
The likelihood of cataclysmic climate change under business as usual emissions scenarios is far greater than the likelihood of a once in a hundred years financial crisis - to borrow the words of a chastened Alan Greenspan. Even Greenspan now admits that this small probability warrants precautionary regulations on the financial industry given the magnitude of the damages that such an event unleashes. Since both the probability of a climatic black swan and the magnitude of the damages are far greater, the rational choice is to pay our precautionary premiums to insure ourselves against climate change. Arguments that the expected value of our insurance policy may be negative are beside the point. There are times to maximize expected value and there are times to buy insurance. Now, as we are deciding how to respond to climate change, is surely a time to buy a life insurance policy for our planet. Haven't we learned our lesson yet?
Robin Hahnel is Professor Emeritus at






Re: Climate Risks: Lessons From The Financial Crisis
By Leask, Bernard at Apr 17, 2009 20:29 PM
It only takes a little careful reading to recognize that Hahnel is not making a direct analogy between "the banking system" and the climate. As I read it he is really drawing parallels between the mindset of those who institutionalized and/or promoted financial devices like hedge funds and their casual attitudes towards the statistically unlikely but drastic consequences of such funds and mainstream attitudes towards the risk of climate change. He is asking, quite appropriately I think, whether or not those in leadership positions have learned anything from the financial tragedy that should inform their attitudes towards the risk of climate change. The theme underlying it all is of course, "the precautionary principle" to which mainstream economics has always been blind but which is a core principle of the environmental movement (which, incidentally, Hahnel has had a long association with, as a teacher of ecological economics and as someone who has been an active organizer in the movement ,perhaps most notably in the South Maryland Greens). The connection between the precautionary principle and "insurance" (in its most sensible and rational form and not necessarily the egregious profiteering scam that exists in our market economies), seems to be on fairly firm ground to me. The future is inherently unpredictable. The worst case scenarios are possible and so potentially destructive that it makes sense that as a starting principle we should seek to cushion ourselves against them, to avoid them and to "do no harm." I am not clear how a critique such as this could amount to "silencing non-alarmists" and "can" lead to such a disaster as "huge overinvestment in the Energy Technology sector" as if capitalism didn't already have massive missallocation of investment biasing dirty private benefits for the few while systematically minimizing ecologically sustainable social benefits, a fact which Hahnel has consistently written about for decades now.
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Re:
By Petersen, Leif at Apr 18, 2009 23:59 PM
There are several serious ecological threats, most of which are completely certain - from the top of my head: deforestation, overfishing, toxins, nuclear war. Climate risks should be prioritised along with the other acute ecological risks that must also be worked hard on.
I think the analogy between banking/insurance and ecology is thin. Not only are the similarities superficial, but it also compares ecology with something as expendable as money. I’m truly sorry if I appear disrespectful to Mr. Hahnel or his earlier work in saying so, because that’s unintended.
If I do look at climate change measures as insurance fee, then what should be the acceptable cost? The risk is highly uncertain and the “insured property” can not be measured in money, so no actuary can solve that task. You can set an arbitrary target like 350.org does, regardless of cost, and hope that it saves the planet.
Mr. Hahnel seems to assume that the insurance fee is low and unproblematic. In reality the costs of “climate insurance” can be very substantial. If we impose CO2 quotas and tax on CO2, it will have redistributive economic implications world wide. Also the global power balance will change if the western world achieves energy independence of the Middle East,Russia , Venezuela etcetera.
Besides Energy Technology does not mean “happily ever after”. Plastering the landscape with windmills, and putting solar panels on every roof may just be another wasteful boom, not changing the capitalistic mindset in any way, and not leading to sustainability.
There is no way around a continued climate debate and a comprehensive approach.
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Re: Re:
By Small, Brian at Apr 19, 2009 21:51 PM
Petersen, Leif - A lot of the climate change prevention initiatives will probably help assauge the important threats you mention. "There are several serious ecological threats, most of which are completely certain - from the top of my head: deforestation, overfishing, toxins, nuclear war. Climate risks should be prioritised along with the other acute ecological risks that must also be worked hard on." Local control over where the windmills are plastered and how the rooftop solar energy is distributed could help communities resist deforestation, toxic industry and nuclear plants. Harvey Wasserman talks about this a bit and a recent DemocracyNow! segment on mountaintop removal had a section in the same vein. I just blogged it to think about keeping resources in communities. I'm pretty sure the 350.org people had a rationale for the target of 350ppm - something about an environment that can support human civilization.
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Re: Climate Risks: Lessons From The Financial Crisis
By Petersen, Leif at Apr 16, 2009 23:59 PM
The climate has nothing to do with the banking system, and the analogy put forward by this article is not true.
Protecting the ecological system is a paramount concern, but CO2 is just a part of the picture getting a lot of political hype.
The struggle for a healthy planet is better spearheaded by the environmental movements who see the full picture, than by politicians who are mainly looking to boost capitalism with an Energy Technology boom as the driver.
We must keep in mind that CO2 is an entirely natural substance and that global warming remains a hypothesis, the scientific debate is not over. Silencing non-alarmists with "insurance" arguments can lead to huge overinvestment in the Energy Technology sector.
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Re:
By Small, Brian at Apr 16, 2009 21:27 PM
Petersen, Leif - Sure CO2 is an 'entirely natural substance' but the stuff we're putting into the air was entirely naturally deep underground. The global ecosystem didn't evolve with all that those buried carbons up in the air. I was first exposed to this pattern of thinking from David Suzuki's _Good News_. It's a great argument for leaving all the Uranium in the ground too for the NoNukes people that feel the need to avoid Global Warming.
And Tim Flannery on DemocracyNow! was convincing too. "If you could carry out that thought experiment and then imagine comparing the oceans with the great aerial ocean, what you'd discover is that this atmosphere of ours is only one-five-hundredth the size of the oceans—one-five-hundredth. " (Another interview) Monbiot is pretty convincing too (Counterintutive like Zinn and Loewen on Vietnam war objection related to education level, Media literacy and documentary debates).
I'm excited about the 350.org people and was wondering what fellow Znetters (ZCommies? No, that doesn't sound right) thought about it.
More Tim Flannery,
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Re: Re: 350.org
By Voss, Chris at Apr 17, 2009 12:53 PM
I did some organizing for two different Step It Up rallies in April and November 2007. Step It Up was the forerunner to 350.org. I think it may still be a part of the 350.org coalition. 350.org is specifically calling for 80% cuts in co2 emissions by 2050 which is what scientists were calling for in '07. I liked the Step It Up initiative because it was completely decentralized. Each little (or big) group did it's own action then posted pictures and descriptions on the SIU website where you could monitor the events all over the country. It was very empowering to be invovled with it from an organizing perspective and I've been able to stay in touch with various people who worked on the actions that I was involved with and most of them are still active in various capacities in dealing with climate change and environmental advocacy in general. I definitely think they are worth keeping an eye on and working with.
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Re: Re: Re: 350.org
By Small, Brian at Apr 17, 2009 16:47 PM
THanks for the feedback, I was just checking out your blog and commenting how a post reminded me of a NoImpactMan post. (sorry I couldn't get back into edit my typos and forgotten link to your comment below)
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What's improbable about climate change?
By Grinder, Matt at Apr 16, 2009 12:07 PM
Why in the world is climate change thought to be a low probability by anyone? As far as I understand it, it's already happening and even if we stopped all carbon emissions right now we'll still be in trouble in 20 years?
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Re: What's improbable about climate change?
By Donahue, Paul at Apr 16, 2009 12:40 PM
Yes, climate is changing, but the average predicted change (2-3C over the next 100 years) is largely accomodatable even if severe - i.e that won't cause the extinction of humanity. What Prof. Hahnel is referring to are the low probability, and longer-term, but high consequence (possible extinction of humanity) runaway global warming scenarios. Such runaway changes in climate and atmospheric composition (caused by other carbon release sources) are increasingly believed to have caused some of the great mass-extinctions in the geologic past.
The climate scientists should be talking about the less probable, but dire consequences, but for some reason are not - probably for several reasons:
1. Their thinking seems to be stuck in a "How can we make the best prediction?" mode. This is typical of a scientists approach. But what we really need is an engineer's approach when designing a life-supporting or potentially life threatening facility. This is: "what is the worst-case scenario we must design against, for the facility to be acceptable to the public?" (more in a comment to follow).
2. They (particularly the politicised IPCC) are under a lot of pressure to not sound "alarmist" - so they are erring toward "conservatism" in their predictions - but it is a "conservatism" defined exactly the opposite of someone trying to protect human life (like the above engineer) would use the term.
3. They may be personally scaring themselves when they think of the worst scenarios, so they are burying the thoughts - the aging Lovelock being the only exception. Certainly the scientists who developed the nuclear bomb (aside from the belatedly consciencous Oppenheimer) probably indulged in similar self-denial.
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Re: Re: What's improbable about climate change?
By Small, Brian at Apr 16, 2009 19:36 PM
Do you think the 350.org movement looks promising?
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