Friday, April 14, 2017
21st century economics is about thickening the doughnut, rather than expanding the pie
Friday, October 19, 2012
Mind the (Gender) Gap
This week, as the second presidential debate unfolded, as Republican standard bearer Mitt Romney sought to close the lead of President Barrack Obama among women, an unfortunate choice of words used in relating a story about his search for women to fill his cabinet as governor of Massachusetts set off an internet frenzy around the phrase "binders full of women".
Despite that, it appears Mr Romney has been able to narrow the gap with women in the key battleground states that will decide the election, although nationally, the gap remains sizeable. Around 1980 was when the women's vote swung in favour of the Democrat Party, and vice versa for men according to Ronald Ingleheart and Pippa Norris. They pointed out that
The emergence of the modern gender gap in America is due to the way that women moved towards the Democrats since 1980 while men moved towards the Republicans on a stable, long-term and consistent basis, thereby reversing the pattern of voting and partisanship common in the 1950s.They theorised that as women grew more educated, career-oriented and independent, they began to abandon their conservative leanings in favour of a more progressive message from the liberally-minded Democrats. In every US presidential race since 1988, every single Democratic candidate has been supported by a majority of women voters up until Barrack Obama's election in 2008.
Meanwhile in the eight presidential elections since and including 1980, the Democrats have only twice secured a majority of male voters--in the 1992 and 2008 elections when the US economy was in bad shape.
Using the World Values Surveys, Ingleheart and Norris show how that the women's vote has consistently shifted more and more towards the more progressive parties in most advanced countries, some post-communist countries and a few developing nations.
By 1995, a solid pattern had emerged. The key to George W. Bush's victories in 2000 and 2004 was in narrowing this gender gap, which Romney is emulating.
Meanwhile in Australia, PM Julia Gillard has changed the definition of misogyny by branding the leader of the opposition as such in parliament.
Her 15-minute speech which went viral worldwide helped to convince the Macquarie and Merriam-Webster dictionaries to adopt her usage of the word and define misogyny as "an intense prejudice against women" instead of merely "hatred towards women".
As the head of a Labor government, Ms Gillard has enjoyed a substantial advantage among women voters as the preferred prime minister of Australia, while here rival, Mr Abbott has enjoyed a similar advantage among men.
It was at the end of the 1990s that Australian voting patterns followed America in developing this gender gap, based on the analysis of Ingleheart and Norris back in 1999. This seems to have continued.
Friday, June 22, 2012
Tackling Obesity
Tuesday, April 24, 2012
Austerity and Trust
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| Image credit: marketjyotish.blogspot.com |
Friday, October 28, 2011
China's Hard Landing: Is it around the bend?
Reports of China's heavy handed treatment of foreign companies, defaults on loans and a slowing property market are developing into a credible narrative. Doomsayers like Rhoubini and Chanos have spoken. They predict the hard landing is on its way. Meanwhile confidence in China still remains strong with the EU looking east for help in financing its stability fund and Australia still expecting to profit from this Asian economy's thirst for iron ore and other mineral deposits as it did during the last global downturn.
What happens next depends on the ability of China's authorities to handle the current softening of global demand for its exports. Back in 2008, it engaged in a massive fiscal stimulus program. The unwinding of that stimulus is what gives the impression to many that it was headed for a soft landing. It can very easily turn the tap back on if the situation deteriorates. Their effectiveness at reading the situation will determine whether it has a soft or hard landing.
Tuesday, August 30, 2011
Does anyone deserve to be poor?
The great majority of people in different cultures do not object to someone who has made lots of money when they have superior abilities and talents, and they work hard at producing what are considered useful goods or services.
well-educated, hard-working people did not deserve to make more money than other people, at least not as a normative (as opposed to a utilitarian) matter.
[The liberal conception of the second principle of justice] still permits the distribution of wealth and income to be determined by the natural distribution of abilities and talents. Within the limits allowed by the background arrangements, distributive shares are decided by the outcome of the natural lottery; and this outcome is arbitrary from a moral perspective. There is no more reason to permit the distribution of income and wealth to be settled by the distribution of natural assets than by historical and social fortune. . . . Even the willingness to make an effort, to try, and so to be deserving in the ordinary sense is itself dependent upon happy family and social circumstances.
- Self serving bias is the tendency to claim more responsibility for successes than failures. Thus, those who are well-off tend to think they deserve their successes.
- Just world phenomonon is the tendency for people to believe that the world is just and therefore people "get what they deserve." So those who hold this belief look at poverty and social inequality and think that those who suffer from them deserve to be where they are.
Tuesday, March 22, 2011
Reframing the Climate Debate
Thursday, February 10, 2011
Classic Under-Investment
It is a classic under-investment problem, I answered, involving the accumulation of human capital where despite the provision of services, an underwhelming take-up rate on the part of students is the response. Of course the irony is that in the developing world, there is no shortage of people that would be interested in training that would lead to better employment outcomes. For example, in this published paper that I wrote back in 2007, I found that the college participation rates in the
Society is worse off if the potential productivity and availability of skills is not realized due to this under-investment in human capital. So back to the original question, should the government spend greater effort in encouraging a larger proportion of young people to remain either in school or post-school education for longer if they apparently do not seem all too keen?
In answering that, it is best to examine the way we frame the problem first. The traditional approach is based on a rational interpretation of human behaviour, in which the choice of the individual must be respected at all costs, in that only he or she can determine what is best for him or her, and if that means less schooling, then so be it. An alternative based on a behavioural perspective however provides a different set of lenses to appreciate the problem more fully. From this perspective, there are several reasons why individuals may behave irrationally.
The first is that humans tend to over-estimate their abilities. This overconfidence leads them to settle for a sub-optimal level of schooling. Youths with an artistic bent might drop out of school believing they can successfully break out in creative careers. Teen couples do so believing too much in their ability to conquer the difficulties of raising a family. Others who are delinquent believe in their ability to lead a lifestyle outside the law. You get the picture.
The second reason is that humans have a present-bias. Meaning, time has a way of distorting decisions that involve the weighing of costs and benefits, especially when costs have to be borne in the near term for some future benefit. Like the problem of saving for retirement or improving one’s health and fitness, under-investment in education and training is the result of people putting more importance to the present to the detriment of the future.
The third reason is the commitment problem. Even when individuals decide to undertake training, they often fail to follow through with their commitment. The phenomenon of starting but never finishing--call it “buyer’s regret”, “cognitive dissonance” or the lack of persistence; individuals face an uphill battle when it comes to sticking to their commitments particularly because of overconfidence (which in this case is the overconfidence to complete what they signed-up for) and present-bias (putting off assignments until the last minute).
Finally, there is the information problem that youths encounter when making career choices. What occupation suits them? Which one will be most rewarding? What type of course to take, and which institution to register with? These are difficult decisions to make because they are infrequently faced, so the person cannot benefit from experience (or hindsight) in making them. Even the potential for social learning or gaining advice from one’s elders who have encountered making such decisions before can be obstructed due to personal biases.
With all these problems facing the individual, it is probably a wonder why anyone makes the right decision. It certainly provides the rationale for the state to stimulate greater demand for education and training. In this endeavour, there are two possibilities. The state can deal with either the front end or the back end of the cohorts coming through. The back-end involves nudging youths of school-leaving age to persist in school through career advice and greater access to information and varied training opportunities.
Wednesday, February 9, 2011
Instead of Tax Cuts, Nudges to Join Community Groups?
It is an intriguing read, as he observes that the two seem to point us towards opposite directions. While behavioral economics tends to provide a basis for the state to get involved intimately with people's lives (i.e. finances, diet, fitness, sexual activities, vices, child-rearing to name but a few), the science of happiness supports the notion that besides guaranteeing a minimum standard of living, the state should take a back seat to churches and other forms of socio-civic engagements. That is because additional income above a minimum threshold does not increase happiness as much as human contact (among other things).
So rather than handing out tax cuts (that increase our incomes but do not necessarily improve our level of happiness), should the state be providing what behavioral economist Richard Thaler calls "nudges" to encourage greater social connections?
That would give both liberals and conservatives something to be both happy and sad about.
Thursday, July 22, 2010
Nudge or Shove? Debating the Merits of Behavioral Economics in Policymaking
Not so, counter Sunstein and Thaler, authors of the influential book Nudge: Improving Decisions About Health, Wealth, and Happiness
Saturday, June 26, 2010
Economists Behaving Irrationally (or Economists Gone Wild!)
There you have it, evidence that economists behave irrationally. The authors go on to stateFaculty with earlier surname initials are significantly more likely to receive tenure (...) are significantly more likely to become fellows of the Econometric Society, and, to a lesser extent, are more likely to receive the Clark Medal and the Nobel Prize. These statistically significant differences remain the same even after we control for country of origin, ethnicity, religion or departmental fixed effects.
We suspect the “alphabetical discrimination” reported in this paper is linked to the norm in the economics profession prescribing alphabetical ordering of credits on coauthored publications. As a test, we replicate our analysis for faculty in the top 35 U.S. psychology departments, for which coauthorships are not normatively ordered alphabetically. We find no relationship between alphabetical placement and tenure status in psychology.
Wednesday, June 3, 2009
Shiller on Animal Spirits
Thirty years later, the efficient markets revolution of the 1960s as espoused by scholars Modigliani and Miller converted many to the perfect markets hypothesis. This theory eventually gained ascendancy to thwart Keynesian macroeconomics and led to Thatcherism and Reaganism in the 1980s. Ultimately, faith in the assumption of perfect information that markets embody may have left markets exposed to extreme cycles of bubbles and busts, shocks which gradually have eroded confidence in the theory itself.
He speaks of his long association with George Akerlof the former president of the American Economics Association spanning over twenty years in developing behavioural macroeconomics and with Richard Thaler in developing behavioural finance. Over fifty years of research since Keynes has contributed to some extensions of animal spirits. The book uses the constructs so often ignored in the economic literature relating to:
- Empathy: a modern term that is distinguished from sympathy, relating to the way we are able to experience something that is happening to someone else, e.g. we feel left out, sad during an expansionary bubble if we are not invested in the market and are not profiting from it unlike those around us,
- Fairness: people are very alert to being slighted, i.e. sticky wage theory which is based on rigidities found in labour markets arises because people react negatively towards wage reductions,
- Corruption/bad faith: comes as a result of a lowering of standards (due to greed for example) i.e. the sub-prime mortgage meltdown has led to distrust towards the banks and legal contracts in general and leads to an unwillingness to transact,
- Money illusion: the way individuals react to inflation and deflation is based on the illusory effects of the value of money,
- Stories: social psychology tells us that the mind is organised around stories or narratives; people relate to stories rather than dry statistics.
When a member of the audience challenged his view that the crisis was driven not by these “panic” attacks but by the accumulation of reserves in China that supplied cheap money to US housing markets, Shiller pointed out that China’s massive savings rate developed over time. It came as a result firstly of the One Child Policy which was the Communist Politburo’s response to the narrative built up in the ‘70s by Club of Rome about the “limits to growth”; and secondly, by the story woven today of China’s resurgence in the global scene. The result of this has been the sense of nationalism and self-sacrifice that is justifying this need for savings. Fascinating stuff!
Monday, June 1, 2009
Angels and Demons in Our Heads

For those attempting to diet, quit smoking or save regularly, but find it impossible, recently concluded research has unlocked the inner workings of the human brain affecting the exercise of self-control, or what movies and cartoons have popularised as being our better angels and lesser selves.
Using magnetic resonance imaging, they have shown that it is this region that lights up when individuals exercise self-control. This area represents our “better angels”. The other region which is responsible for making us act on our impulses and desires is the ventromedial prefrontal cortex, or vmPFC. This represents our “indulgent” selves. Science Daily reports
"After centuries of debate in social sciences we are finally making big strides in understanding self-control from watching the brain resist temptation directly," says Colin Camerer, the Robert Kirby Professor of Behavioral Economics in Caltech's Division of Humanities and Social Sciences and another of the paper's coauthors. "This study, and many more to come, will eventually lead to much better theories about how self-control develops and how it works for different kinds of temptations."
In relation to welfare economics, the study of maximising consumer welfare, the findings of this research challenges the notion that revealed preference always indicates the optimum choice. In other words, to maximise welbeing, policy should take its cue from what people say they intend to do (their reported preference), as opposed to what they actually do (their revealed preference).
The use of personal trainers as vividly portrayed in reality gameshows like The Biggest Loser to act as a constestant’s conscience demonstrates the necessity of adhereing to this principle. It has been shown in one study that providing cash incentives to subjects for a period of time to exercise makes the habit of going to the gym stick following the withdrawal of such rewards. Even in cases where their reported preference ex-ante goes against the preferred outcome, say for those who profess that their obesity is their lifestyle “by choice”, the ex-post preference might agree with the decision to lose weight.
It admittedly is more difficult to argue in favour of programs that would coerce people to do things for their own good. Civil libertarians will protest against this paternalistic violation of people’s rights. Hopefully with a little nudging, people could opt willingly to undertake certain behaviours:
For instance (as proposed by Todd Hare, postdoctoral scholar) it might be possible to kick the DLPFC into gear by making the health qualities of foods more salient for people, rather than asking them to make the effort to judge a food's health benefits on their own. “If we highlight the fact that ice cream is unhealthy just before we offer it…maybe we can reduce its value in advance, give the person a head start to making a better decision."
Friday, May 29, 2009
Deal or No Deal Part 2
Rudd's budget strategy exhibits extreme political risk aversion. It would be a mistake to view it in economic terms.This is in line with what many commentators have said was the way the budget addressed the economic recession in the near-term while avoiding the hard choice of dealing with the long-term structural imbalances identified by the Federal Treasury in its budget papers.
In part 1 of this entry, I had contended that Prospect Theory explained the way the Labor government was behaving in assessing the risks associated with the budget allocation decisions on spending and taxation. The theory predicts (accurately in my view) that faced with losses, the government would increasingly become risk-seeking as shown by its having thrown caution to the wind and engaging in deficit spending.
I failed to mention another aspect to this risky decision. This has to do with what US Defense Secretary Donald Rumsfeld made famous: the “known unknowns” or the things that we know we don’t know. In a word it’s called ambiguity.
As it turns out, the human brain has a bias against it, an aversion. When faced with a decision involving risk where the probabilities attached to events are unknown, humans prefer not to decide or to postpone a decision until the known unknowns turn into known knowns even when the risky decision involves a higher expected value. Ambiguity aversion has been shown to exist when the decisionmaker is experiencing the fear of negative evaluation (FNE) from others.
Here is a neat video explaning the theory of ambiguity aversion in relation to the Ellsberg paradox posted by another blogger.
Getting back to the comment, perhaps it was not a case of political risk aversion, but a form of ambiguity aversion. The government has in effect postponed the decision to rein in tax cuts, given the FNE associated with reliving the Keating Labor government’s experience in the last recession. And given that one single event assumed in the budget would resolve the issue for them (this is the GDP growth projection of 4.5% over six years) the probability of which was (and will remain for some time) unknown, it probably felt justified in delaying this hard choice.
As neuroeconomics shows, this is a powerful, evolutionary response that fits in perfectly with the human condition. Until ample evidence arises to clear the ambiguity or reduce the FNE associated with the structural adjustment task, we cannot reasonably expect the government’s response to be otherwise.
Thursday, May 28, 2009
Revenue Write-Down: Deal or No Deal
The shifting of the Federal Labor Government position from conservative fiscal stewards to that of aggressive deficit hawks bears striking resemblance to the behaviour of contestants on the popular game show, Deal or No Deal.
The theory is responsible for adjusting the standard expected utility model of decision-making under risk. As it turns out context determines whether standard models work and when they don’t, as explained by scholars Rose McDermott, James Fowler and Oleg Smirnov:
It may be that standard models work well when environmental conditions are characterized by abundance. However, when the external situation changes and individuals or groups begin to face real or perceived threats to survival, preferences will change in the predictable way.
Let’s play
In the first round of his fiscal budget cycle, Treasurer Wayne Swan was dealt a winning hand: a fiscal position in surplus, a smoothly running economy, strong property and commodity markets, healthy business and consumer confidence, trade surpluses as far as the eye could see (this was Treasury’s flawed assumption) and historically low unemployment. In fact, the only dark cloud on the horison was inflation, which was driven in large part by high oil prices.
So, in keeping with Labor’s election promise of delivering sound economic management, he brought down a budget that was conservative: no major spending (which would put upward pressure on inflation), a continuation of the tax cuts that the previous government had enacted, a few minor tweaks around the education revolution, but very little in terms of rocking the boat. A very respectable 2% of GDP in surplus was maintained.
Then the GFC broke. Within weeks, the official pronouncements were that a severe financial cyclone was headed our way with a ferocity that had not been witnessed in a generation. Two rounds of fiscal stimulus were announced in quick succession leaving the coffers with a surplus of merely 1% of GDP (what they were unwilling to say then was that effectively with an expected slowdown, revenue write-downs of more than 1% were inevitable, so the government had already slipped into deficit at that point, but nevermind they thought, the stimulus might actually work).
Then the second round of the budget took place. This time the government literally was willing to bet the house. It went all-in. No such thing as cutting your losses, when the prospects were looking grimmer by the day. It took them a few days to acknowledge that the nation was as a result of its budget staring down a net debt worth a whopping 13.8% of GDP. It had changed its tack from being risk averse, economic conservatives to risk-seeking big-spenders, all in 18 months. Yet, despite all the recriminations it received for trying to spin the deficit negatives into a positive, Rudd and co were merely reacting based on nature’s inbred survival instinct.
The remaining hand
Ironically, political considerations had held them back from considering the full-on risk-seeking decision of cancelling tax cuts to address the structural imbalances in the budget that had crept in as a result of overconfidence on the part of the Federal Treasury in the commodities trade boom. Again from McDermott et al a lesson in economic reform:
An important topic…is the decision by some leaders to implement radical economic reform…(f)rom Latin America to Eastern Europe, leaders like Alberto Fujimori in Peru institute bold economic reforms with severe costs for the population and, surprisingly, receive widespread support for such action. Similarly, leaders such as Boris Yeltsin in Russia and Vaclav Klaus in the Czech Republic were re-elected despite instituting costly economic adjustment plans (emphasis added).
Monday, May 18, 2009
Smells like “Animal Spirits”
A very amusing tussle among two high profile economists and an appellate court judge has been featured in The New Republic (available online). I am speaking of George Akerlof and Robert Shiller whose book, Animal Spirits, was harshly reviewed by Richard Posner.
The book addresses the question what causes asset bubbles to inflate and burst. Animal spirits, a term used by John Maynard Keynes has come to mean in its current incarnation “variations in the level of trust, storytelling and human interest, perceptions of corruption or unfairness, anger and optimism, social epidemics causing changes in gut instincts and feelings”.
A long list—which is why Posner’s critique that a reliance on such as set of specific contextual exemptions to the standard rational macroeconomic model is unnecessary. He contends incomplete information is sufficient to explain mistakes made by rational actors in assessing the risks and rewards of investing. Ironically, if anyone should be making this argument, it ought to be Akerlof who pioneered the study of asymmetric information for which we won the Nobel Prize along with Mike Spence and Joe Stiglitz.
Which view is worth its salt then?
Lately, the blogosphere has been buzzing with news of a study out of the University College London or UCL in which researchers have identified a gene that affects our economic decisions or perceptions of financial risk.
Previous studies have identified the amygdala (the same area of the brain used in processing emotions) as being involved in considering such decisions. The purpose of the current study was to determine if a particular gene known as the serotonin transporter, vital in affecting nerve connection in the amygdala, helps respondents deal with something called framing.
Generally, individuals are loss averse. For instance, being told that there is an 80 percent chance of surviving an operation would be the same as saying there is a 20 percent chance of dying. A person might decide differently based on whether the positive or negative side of an argument is used as a frame of referrence.
Susceptibility to this framing effect could be exploited by slick salesmen, mortgage brokers, credit officers, and the like to the detriment of investors and buyers (think of the sub-prime mortgage mess). For this reason, Colin Camerer and others recommend “cooling off periods” in which buyers could essentially renege without cost to them. This would remove the incentive for firms to engage in high pressure sales tactics.
The study found that individuals with a certain variant of the gene were more susceptible to framing. The good news is that genetics only accounts for 10 per cent of the variations in decisions. The remainder could be explained by life experiences, in other words, by personal and social learning.
The bottomline is that "animal spirits" a theoretical construct to explain irrational behaviour seems to find concrete verification in this study. With neuroscience, the behavioural argument that irrational decision making comes into play in market failures finds strong support.
Saturday, May 9, 2009
A Nudge State, Nanny State or No State?
It was David Brooks who proclaimed the rise of the “Behavioral Revolution” back in October 2008. He was speaking of the way regulatory frameworks are now taking account of imperfect rationality in much the same way that they took account of imperfect competition and imperfect information as part of the natural progression of relaxing assumptions about "efficient markets". The purpose of such regulatory reform is to protect consumers from schemes that exploit their lack of rationality or self-control.
The structure of any decision-making process is neatly depicted here. Imperfect rationality means that faulty perceptions lead to false risk assessments lead to poor decisions by rational actors. These perceptual biases as described by Kahneman and Tversky provide the rationale for "nudges" or even "shoves" by the state to guide the most vulnerable in society to make good decisions without imposing harm on the rest.
The term coined by Colin Camerer for this philosophy was asymmetric paternalism or libertarian paternalism as adapted by Thaler and Sunstein. Cognitive psychology and neuroscience is helping to confirm the dominance of human emotions in swamping reason under certain conditions. Consider a decision you have made in the past involving any one of the following:
- Credit and savings
- Houses and cars
- Education
- Careers
- Marriage
- Addictions
- Child bearing
- Health
For those of us who provide analysis and advice in the public service or as part of political staff (whom we in the public service jokingly call the "dark side"), this means rethinking the way we design policies in the coming years. The dichotomy is no longer between letting free markets work or imposing big goverment interventions. It means that the profession of public policy so often derided for not producing enough value or distorting its creation now has a way of enhancing value for the benefit of both markets and society.
Monday, May 4, 2009
Prepare to be nudged
Improvements to the “magic of the market” formula for maximising societal welfare involve intelligent “choice architecture” to address human frailties
According to Franklin Foer and Noam Scheiber, a new theory of state is in its embryos. In a piece for The New Republic they state that
Obama has set out to synthesize the New Democratic faith in the utility of markets with the Old Democratic emphasis on reducing inequality. (Nudge-ocracy: Barack Obama's new theory of the state, May 06, 2009)
They trace the genealogy of this new theory from the 70s with the disilllusionment of the “Old Democrat” establishment figure Charles Schultze with the command and control apparatus of the New Deal/New Society to the reinvention of government and pro-market stances of the “New Democrats” led by David Osborne and Bob Rubin to the current one unfolding. They say
…there is…certainly a sensibility that reigns in Obamaland. Perhaps the easiest place to see it is in the administration's fondness for behavioral economics, the branch of the dismal science that recognizes that humans aren't utility-maximizing utomatons, but flawed creatures who often screw up simple calculations and struggle with self-control. The key behavioral insight is that the way we frame choices matters enormously.
Much of this ethos finds its inspiration from Nudge, a book by his former colleagues at the University of Chicago Richard Thaler and Cass Sunstein (the latter was appointed to head up a regulatory review directorate in the influential Office of Management and Budget).
Foer and Sheiber dissect key decisions of the first 100 days of Obama in office over policies ranging from the banking and housing rescue plans to healthcare, education and the environment in which a preference for market mechanisms to state intervention has been evident to the chagrin of Old Democrats who prefer robust intervention. This is a brief synthesis:
- where Keynesians like Paul Krugman would have preferred nationalising the banks, Tim Geithner and Larry Summers offered incentives and “nudges” to entice public private partnering to help determine the price of toxic assets,
- where forcibly rewriting home loan contracts would have been more direct, subsidies were offered to creditors to provide easier terms to borrowers most at risk of default,
- where the unions preferred beefing up public health and education systems, public options involving competition from private providers were enshrined as a way forward,
- where environmentalists would have preferred picking winners, a cap and trade system was espoused.
The intent of these policies is not to do away with market mechanisms, but rather to correct for human frailties by offering incentives a.k.a. “nudges” to prompt individuals in the right direction. Foer and Scheiber state that
(i)n the grand scheme of things, these "nudges" were minor tweaks designed to elicit more rational behavior … Not all of Obama's nudges fall out of behavioral economics, per se. Some involve changing incentives to encourage certain activities and discourage others. Some involve fostering competition to trigger innovation. But, as in the behavioral examples, the Obamanauts typically have an outcome they want to promote. And, like the behaviorists, they instinctively recoil from imposing it unilaterally. So, instead, they monkey around with the choices people face, seeking to influence decision-making rather than mandate decisions.
Saturday, April 25, 2009
A Con at BrisCon
- one involving the purchase of a stock at 1/1000th of the asking price, and
- the other involving the purchase of a stock with a possible future obligation to pay 2000 times the original unit value of your investment, which one would you take?




