development economics

Games as economic simulations—and education tools

PNRJ cognitive science, development economics, futurism, macroeconomics , , , , , , , , , , ,

Mar 5, JDN 2457818 [Sun]

Moore’s Law is a truly astonishing phenomenon. Now as we are well into the 21st century (I’ve lived more of my life in the 21st century than the 20th now!) it may finally be slowing down a little bit, but it has had quite a run, and even this could be a temporary slowdown due to economic conditions or the lull before a new paradigm (quantum computing?) matures. Since at least 1975, the computing power of an individual processor has doubled approximately every year and a half; that means it has doubled over 25 times—or in other words that it has increased by a factor of over 30 million. I now have in my pocket a smartphone with several thousand times the processing speed of the guidance computer of the Saturn V that landed on the Moon.

This meteoric increase in computing power has had an enormous impact on the way science is done, including economics. Simple theoretical models that could be solved by hand are now being replaced by enormous simulation models that have to be processed by computers. It is now commonplace to devise models with systems of dozens of nonlinear equations that are literally impossible to solve analytically, and just solve them iteratively with computer software.

But one application of this technology that I believe is currently underutilized is video games.

As a culture, we still have the impression that video games are for children; even games like Dragon Age and Grand Theft Auto that are explicitly for adults (and really quite inappropriate for children!) are viewed as in some sense “childish”—that no serious adult would be involved with such frivolities. The same cultural critics who treat Shakespeare’s vagina jokes as the highest form of art are liable to dismiss the poignant critique of war in Call of Duty: Black Ops or the reflections on cultural diversity in Skyrim as mere puerility.

But video games are an art form with a fundamentally greater potential than any other. Now that graphics are almost photorealistic, there is really nothing you can do in a play or a film that you can’t do in a video game—and there is so, so much more that you can only do in a game.
In what other medium can we witness the spontaneous emergence and costly aftermath of a war? Yet EVE Online has this sort of event every year or so—just today there was a surprise attack involving hundreds of players that destroyed thousands of hours’—and dollars’—worth of starships, something that has more or less become an annual tradition. A few years ago there was a massive three-faction war that destroyed over $300,000 in ships and has now been commemorated as “the Bloodbath of B-R5RB”.
Indeed, the immersion and interactivity of games present an opportunity to do nothing less than experimental macroeconomics. For generations it has been impossible, or at least absurdly unethical, to ever experimentally manipulate an entire macroeconomy. But in a video game like EVE Online or Second Life, we can now do so easily, cheaply, and with little or no long-term harm to the participants—and we can literally control everything in the experiment. Forget the natural resource constraints and currency exchange rates—we can change the laws of physics if we want. (Indeed, EVE‘s whole trade network is built around FTL jump points, and in Second Life it’s a basic part of the interface that everyone can fly like Superman.)

This provides untold potential for economic research. With sufficient funding, we could build a game that would allow us to directly test hypotheses about the most fundamental questions of economics: How do governments emerge and maintain security? How is the rule of law sustained, and when can it be broken? What controls the value of money and the rate of inflation? What is the fundamental cause of unemployment, and how can it be corrected? What influences the rate of technological development? How can we maximize the rate of economic growth? What effect does redistribution of wealth have on employment and output? I envision a future where we can directly simulate these questions with thousands of eager participants, varying the subtlest of parameters and carrying out events over any timescale we like from seconds to centuries.

Nor is the potential of games in economics limited to research; it also has enormous untapped potential in education. I’ve already seen in my classes how tabletop-style games with poker chips can teach a concept better in a few minutes than hours of writing algebra derivations on the board; but custom-built video games could be made that would teach economics far better still, and to a much wider audience. In a well-designed game, people could really feel the effects of free trade or protectionism, not just on themselves as individuals but on entire nations that they control—watch their GDP numbers go down as they scramble to produce in autarky what they could have bought for half the price if not for the tariffs. They could see, in real time, how in the absence of environmental regulations and Pigovian taxes the actions of millions of individuals could despoil our planet for everyone.

Of course, games are fundamentally works of fiction, subject to the Fictional Evidence Fallacy and only as reliable as their authors make them. But so it is with all forms of art. I have no illusions about the fact that we will never get the majority of the population to regularly read peer-reviewed empirical papers. But perhaps if we are clever enough in the games we offer them to play, we can still convey some of the knowledge that those papers contain. We could also update and expand the games as new information comes in. Instead of complaining that our students are spending time playing games on their phones and tablets, we could actually make education into games that are as interesting and entertaining as the ones they would have been playing. We could work with the technology instead of against it. And in a world where more people have access to a smartphone than to a toilet, we could finally bring high-quality education to the underdeveloped world quickly and cheaply.

Rapid growth in computing power has given us a gift of great potential. But soon our capacity will widen even further. Even if Moore’s Law slows down, computing power will continue to increase for awhile yet. Soon enough, virtual reality will finally take off and we’ll have even greater depth of immersion available. The future is bright—if we can avoid this corporatist cyberpunk dystopia we seem to be hurtling toward, of course.

Student debt crisis? What student debt crisis?

PNRJ development economics, public policy , , , , , , , , , ,

Dec 18, JDN 2457741
As of this writing, I have over $99,000 in student loans. This is a good thing. It means that I was able to pay for my four years of college, and two years of a master’s program, in order to be able to start this coming five years of a PhD. When I have concluded these eleven years of postgraduate education and incurred six times the world per-capita income in debt, what then will become of me? Will I be left to live on the streets, destitute and overwhelmed by debt?

No. I’ll have a PhD. The average lifetime income of individuals with PhDs in the United States is $3.4 million. Indeed, the median annual income for economists in the US is almost exactly what I currently owe in debt—so if I save well, I could very well pay it off in just a few years. With an advanced degree in economics like mine, or similarly high-paying fields such as physics, medicine, and law one can expect the higher end of that scale, $4 million or more; with a degree in a less-lucrative field such as art, literature, history, or philosophy, one would have to settle for “only” say $3 million. The average lifetime income in the US for someone without any college education is only $1.2 million. So even in literature or history, a PhD is worth about $2 million in future income.

On average, an additional year of college results in a gain in lifetime future earnings of about 15% to 20%. Even when you adjust for interest rates and temporal discounting, this is a rate of return that would make any stock trader envious.

Fitting the law of diminishing returns, the rates of return on education in poor countries are even larger, often mind-bogglingly huge; the increase in lifetime income from a year of college education in Botswana was estimated at 38%. This implies that someone who graduates from college in Botswana earns four times as much money as someone who only finished high school.

We who pay $100,000 to receive an additional $2 to $3 million can hardly be called unfortunate.

Indeed, we are mind-bogglingly fortunate; we have been given an opportunity to better ourselves and the society we live in that is all but unprecedented in human history granted only to a privileged few even today. Right now, only about half of adults in the most educated countries in the world (Canada, Russia, Israel, Japan, Luxembourg, South Korea, and the United States) ever go to college. Only 30% of Americans ever earn a bachelor’s degree, and as recently as 1975 that figure was only 20%. Worldwide, the majority of people never graduate from high school. The average length of schooling in developing countries today is six years—that is, sixth grade—and this is an enormous improvement from the two years of average schooling found in developing countries in 1950.

If we look a bit further back in history, the improvements in education are even more staggering. In the United States in 1910, only 13.5% of people graduated high school, and only 2.7% completed a bachelor’s degree. There was no student debt crisis then, to be sure—because there were no college students.

Indeed, I have been underestimating the benefits of education thus far, because education is both a public and private good. The figures I’ve just given have been only the private financial return on education—the additional income received by an individual because they went to college. But there is also a non-financial return, such as the benefits of working in a more appealing or exciting career and the benefits of learning for its own sake. The reason so many people do go into history and literature instead of economics and physics very likely has to do with valuing these other aspects of education as highly as or even more highly than financial income, and it is entirely rational for people to do so. (An interesting survey question I’ve alas never seen asked: “How much money would we have to give you right now to convince you to quit working in philosophy for the rest of your life?”)

Yet even more important is the public return on education, the increased productivity and prosperity of our society as a result of greater education—and these returns are enormous. For every $1 spent on education in the US, the economy grows by an estimated $1.50. Public returns on college education worldwide are on the order of 10%-20% per year of education. This is over and above the 15-20% return already being made by the individuals going to school. This means that raising the average level of education in a country by just one year raises that country’s income by between 25% and 40%.

Indeed, perhaps the simplest way to understand the enormous social benefits of education is to note the strong correlation between education level and income level. This graph comes from the UN Human Development Report Data Explorer; it plots the HDI education index (which ranges from 0, least educated, to 1, most educated) and the per-capita GDP at purchasing power parity (on a log scale, so that each increment corresponds to a proportional increase in GDP); as you can see, educated countries tend to be rich countries, and vice-versa.

hdi_education_income_labeled

Of course, income drives education just as education drives income. But more detailed econometric studies generally (though not without some controversy) show the same basic result: The more educated a country’s people become, the richer that country becomes.

And indeed, the United States is a spectacularly rich country. The figure of “$1 trillion in college debt” sounds alarming (and has been used to such effect in many a news article, ranging from the New York Daily News, Slate, and POLITICO to USA Today and CNN all the way to Bloomberg, MarketWatch, and Business Insider, and even getting support from the Consumer Financial Protection Bureau and The Federal Reserve Bank of New York).

But the United States has a total GDP of over $18.6 trillion, and total net wealth somewhere around $84 trillion. Is it really so alarming that our nation’s most important investment would result in debt of less than two percent of our total nation’s wealth? Democracy Now asks who is getting rich off of $1.3 trillion in student debt? All of us—the students especially.

In fact, the probability of defaulting on student loans is inversely proportional to the amount of loans a student has. Students with over $100,000 in student debt default only 18% of the time, while students with less than $5,000 in student debt default 34% of the time. This should be shocking to those who think that we have a crisis of too much student debt; if student debt were an excess burden that is imposed upon us for little gain, default rates should rise as borrowing amounts increase, as we observe, for example, with credit cards: there is a positive correlation between carrying higher balances and being more likely to default. (This also raises doubts about the argument that higher debt loads should carry higher interest rates—why, if the default rate doesn’t go up?) But it makes perfect sense if you realize that college is an investment—indeed, almost certainly both the most profitable and the most socially responsible investment most people will ever have the opportunity to make. More debt means you had access to more credit to make a larger investment—and therefore your payoff was greater and you were more likely to be able to repay the debt.

Yes, job prospects were bad for college graduates right after the Great Recession—because it was right after the Great Recession, and job prospects were bad for everyone. Indeed, the unemployment rate for people with college degrees was substantially lower than for those without college degrees, all the way through the Second Depression. The New York Times has a nice little gadget where you can estimate the unemployment rate for college graduates; my hint for you is that I just said it’s lower, and I still guessed too high. There was variation across fields, of course; unsurprisingly computer science majors did extremely well and humanities majors did rather poorly. Underemployment was a big problem, but again, clearly because of the recession, not because going to college was a mistake. In fact, unemployment for college graduates (about 9%) has always been so much lower than unemployment for high school dropouts that the maximum unemployment rate for young college graduates is less than the minimum unemployment rate for young high school graduates (10%) over the entire period since the year 2000. Young high school dropouts have fared even worse; their minimum unemployment rate since 2000 was 18%, while their maximum was a terrifying Great Depression-level of 32%. Education isn’t just a good investment—it’s an astonishingly good investment.

There are a lot of things worth panicking about, now that Trump has been elected President. But student debt isn’t one of them. This is a very smart investment, made with a reasonable portion of our nation’s wealth. If you have student debt like I do, make sure you have enough—or otherwise you might not be able to pay it back.

“The cake is a lie”: The fundamental distortions of inequality

PNRJ core principles, critique of neoclassical economics, development economics, ethics, inequality, market failure, public policy , , , , , , , , , , , ,

July 13, JDN 2457583

Inequality of wealth and income, especially when it is very large, fundamentally and radically distorts outcomes in a capitalist market. I’ve already alluded to this matter in previous posts on externalities and marginal utility of wealth, but it is so important I think it deserves to have its own post. In many ways this marks a paradigm shift: You can’t think about economics the same way once you realize it is true.

To motivate what I’m getting at, I’ll expand upon an example from a previous post.

Suppose there are only two goods in the world; let’s call them “cake” (K) and “money” (M). Then suppose there are three people, Baker, who makes cakes, Richie, who is very rich, and Hungry, who is very poor. Furthermore, suppose that Baker, Richie and Hungry all have exactly the same utility function, which exhibits diminishing marginal utility in cake and money. To make it more concrete, let’s suppose that this utility function is logarithmic, specifically: U = 10*ln(K+1) + ln(M+1)

The only difference between them is in their initial endowments: Baker starts with 10 cakes, Richie starts with $100,000, and Hungry starts with $10.

Therefore their starting utilities are:

U(B) = 10*ln(10+1)= 23.98

U(R) = ln(100,000+1) = 11.51

U(H) = ln(10+1) = 2.40

Thus, the total happiness is the sum of these: U = 37.89

Now let’s ask two very simple questions:

1. What redistribution would maximize overall happiness?
2. What redistribution will actually occur if the three agents trade rationally?

If multiple agents have the same diminishing marginal utility function, it’s actually a simple and deep theorem that the total will be maximized if they split the wealth exactly evenly. In the following blockquote I’ll prove the simplest case, which is two agents and one good; it’s an incredibly elegant proof:

Given: for all x, f(x) > 0, f'(x) > 0, f”(x) < 0.

Maximize: f(x) + f(A-x) for fixed A

f'(x) – f'(A – x) = 0

f'(x) = f'(A – x)

Since f”(x) < 0, this is a maximum.

Since f'(x) > 0, f is monotonic; therefore f is injective.

x = A – x

QED

This can be generalized to any number of agents, and for multiple goods. Thus, in this case overall happiness is maximized if the cakes and money are both evenly distributed, so that each person gets 3 1/3 cakes and $33,336.66.

The total utility in that case is:

3 * (10 ln(10/3+1) + ln(33,336.66+1)) = 3 * (14.66 + 10.414) = 3 (25.074) =75.22

That’s considerably better than our initial distribution (almost twice as good). Now, how close do we get by rational trade?

Each person is willing to trade up until the point where their marginal utility of cake is equal to their marginal utility of money. The price of cake will be set by the respective marginal utilities.

In particular, let’s look at the trade that will occur between Baker and Richie. They will trade until their marginal rate of substitution is the same.

The actual algebra involved is obnoxious (if you’re really curious, here are some solved exercises of similar trade problems), so let’s just skip to the end. (I rushed through, so I’m not actually totally sure I got it right, but to make my point the precise numbers aren’t important.)
Basically what happens is that Richie pays an exorbitant price of $10,000 per cake, buying half the cakes with half of his money.

Baker’s new utility and Richie’s new utility are thus the same:
U(R) = U(B) = 10*ln(5+1) + ln(50,000+1) = 17.92 + 10.82 = 28.74
What about Hungry? Yeah, well, he doesn’t have $10,000. If cakes are infinitely divisible, he can buy up to 1/1000 of a cake. But it turns out that even that isn’t worth doing (it would cost too much for what he gains from it), so he may as well buy nothing, and his utility remains 2.40.

Hungry wanted cake just as much as Richie, and because Richie has so much more Hungry would have gotten more happiness from each new bite. Neoclassical economists promised him that markets were efficient and optimal, and so he thought he’d get the cake he needs—but the cake is a lie.

The total utility is therefore:

U = U(B) + U(R) + U(H)

U = 28.74 + 28.74 + 2.40

U = 59.88

Note three things about this result: First, it is more than where we started at 37.89—trade increases utility. Second, both Richie and Baker are better off than they were—trade is Pareto-improving. Third, the total is less than the optimal value of 75.22—trade is not utility-maximizing in the presence of inequality. This is a general theorem that I could prove formally, if I wanted to bore and confuse all my readers. (Perhaps someday I will try to publish a paper doing that.)

This result is incredibly radical—it basically goes against the core of neoclassical welfare theory, or at least of all its applications to real-world policy—so let me be absolutely clear about what I’m saying, and what assumptions I had to make to get there.

I am saying that if people start with different amounts of wealth, the trades they would willfully engage in, acting purely under their own self interest, would not maximize the total happiness of the population. Redistribution of wealth toward equality would increase total happiness.

First, I had to assume that we could simply redistribute goods however we like without affecting the total amount of goods. This is wildly unrealistic, which is why I’m not actually saying we should reduce inequality to zero (as would follow if you took this result completely literally). Ironically, this is an assumption that most neoclassical welfare theory agrees with—the Second Welfare Theorem only makes any sense in a world where wealth can be magically redistributed between people without any harmful economic effects. If you weaken this assumption, what you find is basically that we should redistribute wealth toward equality, but beware of the tradeoff between too much redistribution and too little.

Second, I had to assume that there’s such a thing as “utility”—specifically, interpersonally comparable cardinal utility. In other words, I had to assume that there’s some way of measuring how much happiness each person has, and meaningfully comparing them so that I can say whether taking something from one person and giving it to someone else is good or bad in any given circumstance.

This is the assumption neoclassical welfare theory generally does not accept; instead they use ordinal utility, on which we can only say whether things are better or worse, but never by how much. Thus, their only way of determining whether a situation is better or worse is Pareto efficiency, which I discussed in a post a couple years ago. The change from the situation where Baker and Richie trade and Hungry is left in the lurch to the situation where all share cake and money equally in socialist utopia is not a Pareto-improvement. Richie and Baker are slightly worse off with 25.07 utilons in the latter scenario, while they had 28.74 utilons in the former.

Third, I had to assume selfishness—which is again fairly unrealistic, but again not something neoclassical theory disagrees with. If you weaken this assumption and say that people are at least partially altruistic, you can get the result where instead of buying things for themselves, people donate money to help others out, and eventually the whole system achieves optimal utility by willful actions. (It depends just how altruistic people are, as well as how unequal the initial endowments are.) This actually is basically what I’m trying to make happen in the real world—I want to show people that markets won’t do it on their own, but we have the chance to do it ourselves. But even then, it would go a lot faster if we used the power of government instead of waiting on private donations.

Also, I’m ignoring externalities, which are a different type of market failure which in no way conflicts with this type of failure. Indeed, there are three basic functions of government in my view: One is to maintain security. The second is to cancel externalities. The third is to redistribute wealth. The DOD, the EPA, and the SSA, basically. One could also add macroeconomic stability as a fourth core function—the Fed.

One way to escape my theorem would be to deny interpersonally comparable utility, but this makes measuring welfare in any way (including the usual methods of consumer surplus and GDP) meaningless, and furthermore results in the ridiculous claim that we have no way of being sure whether Bill Gates is happier than a child starving and dying of malaria in Burkina Faso, because they are two different people and we can’t compare different people. Far more reasonable is not to believe in cardinal utility, meaning that we can say an extra dollar makes you better off, but we can’t put a number on how much.

And indeed, the difficulty of even finding a unit of measure for utility would seem to support this view: Should I use QALY? DALY? A Likert scale from 0 to 10? There is no known measure of utility that is without serious flaws and limitations.

But it’s important to understand just how strong your denial of cardinal utility needs to be in order for this theorem to fail. It’s not enough that we can’t measure precisely; it’s not even enough that we can’t measure with current knowledge and technology. It must be fundamentally impossible to measure. It must be literally meaningless to say that taking a dollar from Bill Gates and giving it to the starving Burkinabe would do more good than harm, as if you were asserting that triangles are greener than schadenfreude.

Indeed, the whole project of welfare theory doesn’t make a whole lot of sense if all you have to work with is ordinal utility. Yes, in principle there are policy changes that could make absolutely everyone better off, or make some better off while harming absolutely no one; and the Pareto criterion can indeed tell you that those would be good things to do.

But in reality, such policies almost never exist. In the real world, almost anything you do is going to harm someone. The Nuremburg trials harmed Nazi war criminals. The invention of the automobile harmed horse trainers. The discovery of scientific medicine took jobs away from witch doctors. Inversely, almost any policy is going to benefit someone. The Great Leap Forward was a pretty good deal for Mao. The purges advanced the self-interest of Stalin. Slavery was profitable for plantation owners. So if you can only evaluate policy outcomes based on the Pareto criterion, you are literally committed to saying that there is no difference in welfare between the Great Leap Forward and the invention of the polio vaccine.

One way around it (that might actually be a good kludge for now, until we get better at measuring utility) is to broaden the Pareto criterion: We could use a majoritarian criterion, where you care about the number of people benefited versus harmed, without worrying about magnitudes—but this can lead to Tyranny of the Majority. Or you could use the Difference Principle developed by Rawls: find an ordering where we can say that some people are better or worse off than others, and then make the system so that the worst-off people are benefited as much as possible. I can think of a few cases where I wouldn’t want to apply this criterion (essentially they are circumstances where autonomy and consent are vital), but in general it’s a very good approach.

Neither of these depends upon cardinal utility, so have you escaped my theorem? Well, no, actually. You’ve weakened it, to be sure—it is no longer a statement about the fundamental impossibility of welfare-maximizing markets. But applied to the real world, people in Third World poverty are obviously the worst off, and therefore worthy of our help by the Difference Principle; and there are an awful lot of them and very few billionaires, so majority rule says take from the billionaires. The basic conclusion that it is a moral imperative to dramatically reduce global inequality remains—as does the realization that the “efficiency” and “optimality” of unregulated capitalism is a chimera.

Should we give up on growth?

PNRJ core principles, development economics, ethics, futurism, macroeconomics, public policy , , , , , , , , , , , , , , , , , , , ,

JDN 2457572

Recently I read this article published by the Post Carbon Institute, “How to Shrink the Economy without Crashing It”, which has been going around environmentalist circles. (I posted on Facebook that I’d answer it in more detail, so here goes.)

This is the far left view on climate change, which is wrong, but not nearly as wrong as even the “mainstream” right-wing view that climate change is not a serious problem and we should continue with business as usual. Most of the Republicans who ran for President this year didn’t believe in using government action to fight climate change, and Donald Trump doesn’t even believe it exists.
This core message of the article is clearly correct:

We know this because Global Footprint Network, which methodically tracks the relevant data, informs us that humanity is now using 1.5 Earths’ worth of resources.

We can temporarily use resources faster than Earth regenerates them only by borrowing from the future productivity of the planet, leaving less for our descendants. But we cannot do this for long.

To be clear, “using 1.5 Earths” is not as bad as it sounds; spending is allow to exceed income at times, as long as you have reason to think that future income will exceed future spending, and this is true not just of money but also of natural resources. You can in fact “borrow from the future”, provided you do actually have a plan to pay it back. And indeed there has been some theoretical work by environmental economists suggesting that we are rightly still in the phase of net ecological dissaving, and won’t enter the phase of net ecological saving until the mid-21st century when our technology has made us two or three times as productive. This optimal path is defined by a “weak sustainability” condition where total real wealth never falls over time, so any natural wealth depleted is replaced by at least as much artificial wealth.

Of course some things can’t be paid back; while forests depleted can be replanted, if you drive species to extinction, only very advanced technology could restore them. And we are driving thousands of species to extinction every single year. Even if we should be optimally dissaving, we are almost certainly depleting natural resources too fast, and depleting natural resources that will be difficult if not impossible to later restore. In that sense, the Post Carbon Institute is right: We must change course toward ecological sustainability.

Unfortunately, their specific ideas of how to do so leave much to be desired. Beyond ecological sustainability, they really argue for two propositions: one is radical but worth discussing, but the other is totally absurd.

The absurd claim is that we should somehow force the world to de-urbanize and regress into living in small farming villages. To show this is a bananaman and not a strawman, I quote:

8. Re-localize. One of the difficulties in the transition to renewable energy is that liquid fuels are hard to substitute. Oil drives nearly all transportation currently, and it is highly unlikely that alternative fuels will enable anything like current levels of mobility (electric airliners and cargo ships are non-starters; massive production of biofuels is a mere fantasy). That means communities will be obtaining fewer provisions from far-off places. Of course trade will continue in some form: even hunter-gatherers trade. Re-localization will merely reverse the recent globalizing trade trend until most necessities are once again produced close by, so that we—like our ancestors only a century ago—are once again acquainted with the people who make our shoes and grow our food.

9. Re-ruralize. Urbanization was the dominant demographic trend of the 20th century, but it cannot be sustained. Indeed, without cheap transport and abundant energy, megacities will become increasingly dysfunctional. Meanwhile, we’ll need lots more farmers. Solution: dedicate more societal resources to towns and villages, make land available to young farmers, and work to revitalize rural culture.

First of all: Are electric cargo ships non-starters? The Ford-class aircraft carrier is electric, specifically nuclear. Nuclear-powered cargo ships would raise a number of issues in terms of practicality, safety, and regulation, but they aren’t fundamentally infeasible. Massive efficient production of biofuels is a fantasy as long as the energy to do it is provided by coal power, but not if it’s provided by nuclear. Perhaps this author’s concept of “infeasible” really just means “infeasible if I can’t get over my irrational fear of nuclear power”. Even electric airliners are not necessarily out of the question; NASA has been experimenting with electric aircraft.

The most charitable reading I can give of this (in my terminology of argument “men”, I’m trying to make a banana out of iron), is as promoting slightly deurbanizing and going back to more like say the 1950s United States, with 64% of people in cities instead of 80% today. Even then this makes less than no sense, as higher urbanization is associated with lower per-capita ecological impact, which frankly shouldn’t even be surprising because cities have such huge economies of scale. Instead of everyone needing a car to get around in the suburbs, we can all share a subway system in the city. If that subway system is powered by a grid of nuclear, solar, and wind power, it could produce essentially zero carbon emissions—which is absolutely impossible for rural or suburban transportation. Urbanization is also associated with slower population growth (or even population decline), and indeed the reason population growth is declining is that rising standard of living and greater urbanization have reduced birth rates and will continue to do so as poor countries reach higher levels of development. Far from being a solution to ecological unsustainability, deurbanization would make it worse.

And that’s not even getting into the fact that you would have to force urban white-collar workers to become farmers, because if we wanted to be farmers we already would be (the converse is not as true), and now you’re actually talking about some kind of massive forced labor-shift policy like the Great Leap Forward. Normally I’m annoyed when people accuse environmentalists of being totalitarian communists, but in this case, I think the accusation might be onto something.

Moving on, the radical but not absurd claim is that we must turn away from economic growth and even turn toward economic shrinkage:

One way or another, the economy (and here we are talking mostly about the economies of industrial nations) must shrink until it subsists on what Earth can provide long-term.

[…]

If nothing is done deliberately to reverse growth or pre-adapt to inevitable economic stagnation and contraction, the likely result will be an episodic, protracted, and chaotic process of collapse continuing for many decades or perhaps centuries, with innumerable human and non-human casualties.

I still don’t think this is right, but I understand where it’s coming from, and like I said it’s worth talking about.

The biggest mistake here lies in assuming that GDP is directly correlated to natural resource depletion, so that the only way to reduce natural resource depletion is to reduce GDP. This is not even remotely true; indeed, countries vary almost as much in their GDP-per-carbon-emission ratio as they do in their per-capita GDP. As usual, #ScandinaviaIsBetter; Norway and Sweden produce about $8,000 in GDP per ton of carbon, while the US produces only about $2,000 per ton. Both poor and rich countries can be found among both the inefficient and the efficient. Saudi Arabia is very rich and produces about $900 per ton, while Liberia is exceedingly poor and produces about $800 per ton. I already mentioned how Norway produces $8,000 per ton, and they are as rich as Saudi Arabia. Yet above them is Mali, which produces almost $11,000 per ton, and is as poor as Liberia. Other notable facts: France is head and shoulders above the UK and Germany at almost $6000 per ton instead of $4300 and $3600 respectively—because France runs almost entirely on nuclear power.

So the real conclusion to draw from this is not that we need to shrink GDP, but that we need to make GDP more like how they do it in Norway or at least how they do it in France, rather than how we do in the US, and definitely not how they do it in Saudi Arabia. Total world emissions are currently about 36 billion tons per year, producing about $108 trillion in GDP, averaging about $3,000 of GDP per ton of carbon emissions. If we could raise the entire world to the ecological efficiency of Norway, we could double world GDP and still be producing less CO2 than we currently are. Turning the entire planet into a bunch of Norways would indeed raise CO2 output, by about a factor of 2; but it would raise standard of living by a factor of 5, and indeed bring about a utopian future with neither war nor hunger. Compare this to the prospect of cutting world GDP in half, but producing it as inefficiently as in Saudi Arabia: This would actually increase global CO2 emissions, almost as much as turning every country into Norway.

But ultimately we will in fact need to slow down or even end economic growth. I ran a little model for you, which shows a reasonable trajectory for global economic growth.

This graph shows the growth rate in productivity slowly declining, along with a much more rapidly declining GDP growth:

Solow_growth

This graph shows the growth trajectory for total real capital and GDP:

Solow_capital

And finally, this is the long-run trend for GDP graphed on a log scale:

Solow_logGDP

The units are arbitrary, though it’s not unreasonable to imagine them as being years and hundreds of dollars in per-capita GDP. If that is indeed what you imagine them to be, my model shows us the Star Trek future: In about 300 years, we rise from a per-capita GDP of $10,000 to one of $165,000—from a world much like today to a world where everyone is a millionaire.

Notice that the growth rate slows down a great deal fairly quickly; by the end of 100 years (i.e., the end of the 21st century), growth has slowed from its peak over 10% to just over 2% per year. By the end of the 300-year period, the growth rate is a crawl of only 0.1%.

Of course this model is very simplistic, but I chose it for a very specific reason: This is not a radical left-wing environmentalist model involving “limits to growth” or “degrowth”. This is the Solow-Swan model, the paradigm example of neoclassical models of economic growth. It is sometimes in fact called simply “the neoclassical growth model”, because it is that influential. I made one very small change from the usual form, which was to assume that the rate of productivity growth would decline exponentially over time. Since productivity growth is exogenous to the model, this is a very simple change to make; it amounts to saying that productivity-enhancing technology is subject to diminishing returns, which fits recent data fairly well but could be totally wrong if something like artificial intelligence or neural enhancement ever takes off.

I chose this because many environmentalists seem to think that economists have this delusional belief that we can maintain a rate of economic growth equal to today indefinitely. David Attenborough famously said “Anyone who believes in indefinite growth in anything physical, on a physically finite planet, is either mad – or an economist.”

Another physicist argued that if we increase energy consumption 2.3% per year for 400 years, we’d literally boil the Earth. Yes, we would, and no economist I know of believes that this is what will happen. Economic growth doesn’t require energy growth, and we do not think growth can or should continue indefinitely—we just think it can and should continue a little while longer. We don’t think that a world standard of living 1000 times as good as Norway is going to happen; we think that a world standard of living equal to Norway is worth fighting for.

Indeed, we are often the ones trying to explain to leaders that they need to adapt to slower growth rates—this is particularly a problem in China, where nationalism and groupthink seems to have convinced many people in China that 7% annual growth is the result of some brilliant unique feature of the great Chinese system, when it is in fact simply the expected high growth rate for an economy that is very poor and still catching up by establishing a capital base. (It’s not so much what they are doing right now, as what they were doing wrong before. Just as you feel a lot better when you stop hitting yourself in the head, countries tend to grow quite fast after they transition out of horrifically terrible economic policy—and it doesn’t get much more terrible than Mao.) Even a lot of the IMF projections are now believed to be too optimistic, because they didn’t account for how China was fudging the numbers and rapidly depleting natural resources.

Some of the specific policies recommended in the article are reasonable, while others go to far.

1. Energy: cap, reduce, and ration it. Energy is what makes the economy go, and expanded energy consumption is what makes it grow. Climate scientists advocate capping and reducing carbon emissions to prevent planetary disaster, and cutting carbon emissions inevitably entails reducing energy from fossil fuels. However, if we aim to shrink the size of the economy, we should restrain not just fossil energy, but all energy consumption. The fairest way to do that would probably be with tradable energy quotas.

I strongly support cap-and-trade on fossil fuels, but I can’t support it on energy in general, unless we get so advanced that we’re seriously concerned about significantly altering the entropy of the universe. Solar power does not have negative externalities, and therefore should not be taxed or capped.

The shift to renewable energy sources is a no-brainer, and I know of no ecologist and few economists who would disagree.

This one is rich, coming from someone who goes on to argue for nonsensical deurbanization:

However, this is a complicated process. It will not be possible merely to unplug coal power plants, plug in solar panels, and continue with business as usual: we have built our immense modern industrial infrastructure of cities, suburbs, highways, airports, and factories to take advantage of the unique qualities and characteristics of fossil fuels.

How will we make our industrial infrastructure run off a solar grid? Urbanization. When everything is in one place, you can use public transportation and plug everything into the grid. We could replace the interstate highway system with a network of maglev lines, provided that almost everyone lived in major cities that were along those lines. We can’t do that if people move out of cities and go back to being farmers.

Here’s another weird one:

Without continued economic growth, the market economy probably can’t function long. This suggests we should run the transformational process in reverse by decommodifying land, labor, and money.

“Decommodifying money”? That’s like skinning leather or dehydrating water. The whole point of money is that it is a maximally fungible commodity. I support the idea of a land tax to provide a basic income, which could go a long way to decommodifying land and labor; but you can’t decommodify money.

The next one starts off sounding ridiculous, but then gets more reasonable:

4. Get rid of debt. Decommodifying money means letting it revert to its function as an inert medium of exchange and store of value, and reducing or eliminating the expectation that money should reproduce more of itself. This ultimately means doing away with interest and the trading or manipulation of currencies. Make investing a community-mediated process of directing capital toward projects that are of unquestioned collective benefit. The first step: cancel existing debt. Then ban derivatives, and tax and tightly regulate the buying and selling of financial instruments of all kinds.

No, we’re not going to get rid of debt. But should we regulate it more? Absolutely. A ban on derivatives is strong, but shouldn’t be out of the question; it’s not clear that even the most useful derivatives (like interest rate swaps and stock options) bring more benefit than they cause harm.

The next proposal, to reform our monetary system so that it is no longer based on debt, is one I broadly agree with, though you need to be clear about how you plan to do that. Positive Money’s plan to make central banks democratically accountable, establish full-reserve banking, and print money without trying to hide it in arcane accounting mechanisms sounds pretty good to me. Going back to the gold standard or something would be a terrible idea. The article links to a couple of “alternative money theorists”, but doesn’t explain further.

Sooner or later, we absolutely will need to restructure our macroeconomic policy so that 4% or even 2% real growth is no longer the expectation in First World countries. We will need to ensure that constant growth isn’t necessary to maintain stability and full employment.

But I believe we can do that, and in any case we do not want to stop global growth just yet—far from it. We are now on the verge of ending world hunger, and if we manage to do it, it will be from economic growth above all else.

Believing in civilization without believing in colonialism

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JDN 2457541

In a post last week I presented some of the overwhelming evidence that society has been getting better over time, particularly since the start of the Industrial Revolution. I focused mainly on infant mortality rates—babies not dying—but there are lots of other measures you could use as well. Despite popular belief, poverty is rapidly declining, and is now the lowest it’s ever been. War is rapidly declining. Crime is rapidly declining in First World countries, and to the best of our knowledge crime rates are stable worldwide. Public health is rapidly improving. Lifespans are getting longer. And so on, and so on. It’s not quite true to say that every indicator of human progress is on an upward trend, but the vast majority of really important indicators are.

Moreover, there is every reason to believe that this great progress is largely the result of what we call “civilization”, even Western civilization: Stable, centralized governments, strong national defense, representative democracy, free markets, openness to global trade, investment in infrastructure, science and technology, secularism, a culture that values innovation, and freedom of speech and the press. We did not get here by Marxism, nor agragrian socialism, nor primitivism, nor anarcho-capitalism. We did not get here by fascism, nor theocracy, nor monarchy. This progress was built by the center-left welfare state, “social democracy”, “modified capitalism”, the system where free, open markets are coupled with a strong democratic government to protect and steer them.

This fact is basically beyond dispute; the evidence is overwhelming. The serious debate in development economics is over which parts of the Western welfare state are most conducive to raising human well-being, and which parts of the package are more optional. And even then, some things are fairly obvious: Stable government is clearly necessary, while speaking English is clearly optional.

Yet many people are resistant to this conclusion, or even offended by it, and I think I know why: They are confusing the results of civilization with the methods by which it was established.

The results of civilization are indisputably positive: Everything I just named above, especially babies not dying.

But the methods by which civilization was established are not; indeed, some of the greatest atrocities in human history are attributable at least in part to attempts to “spread civilization” to “primitive” or “savage” people.
It is therefore vital to distinguish between the result, civilization, and the processes by which it was effected, such as colonialism and imperialism.

First, it’s important not to overstate the link between civilization and colonialism.

We tend to associate colonialism and imperialism with White people from Western European cultures conquering other people in other cultures; but in fact colonialism and imperialism are basically universal to any human culture that attains sufficient size and centralization. India engaged in colonialism, Persia engaged in imperialism, China engaged in imperialism, the Mongols were of course major imperialists, and don’t forget the Ottoman Empire; and did you realize that Tibet and Mali were at one time imperialists as well? And of course there are a whole bunch of empires you’ve probably never heard of, like the Parthians and the Ghaznavids and the Ummayyads. Even many of the people we’re accustoming to thinking of as innocent victims of colonialism were themselves imperialists—the Aztecs certainly were (they even sold people into slavery and used them for human sacrifice!), as were the Pequot, and the Iroquois may not have outright conquered anyone but were definitely at least “soft imperialists” the way that the US is today, spreading their influence around and using economic and sometimes military pressure to absorb other cultures into their own.

Of course, those were all civilizations, at least in the broadest sense of the word; but before that, it’s not that there wasn’t violence, it just wasn’t organized enough to be worthy of being called “imperialism”. The more general concept of intertribal warfare is a human universal, and some hunter-gatherer tribes actually engage in an essentially constant state of warfare we call “endemic warfare”. People have been grouping together to kill other people they perceived as different for at least as long as there have been people to do so.

This is of course not to excuse what European colonial powers did when they set up bases on other continents and exploited, enslaved, or even murdered the indigenous population. And the absolute numbers of people enslaved or killed are typically larger under European colonialism, mainly because European cultures became so powerful and conquered almost the entire world. Even if European societies were not uniquely predisposed to be violent (and I see no evidence to say that they were—humans are pretty much humans), they were more successful in their violent conquering, and so more people suffered and died. It’s also a first-mover effect: If the Ming Dynasty had supported Zheng He more in his colonial ambitions, I’d probably be writing this post in Mandarin and reflecting on why Asian cultures have engaged in so much colonial oppression.

While there is a deeply condescending paternalism (and often post-hoc rationalization of your own self-interested exploitation) involved in saying that you are conquering other people in order to civilize them, humans are also perfectly capable of committing atrocities for far less noble-sounding motives. There are holy wars such as the Crusades and ethnic genocides like in Rwanda, and the Arab slave trade was purely for profit and didn’t even have the pretense of civilizing people (not that the Atlantic slave trade was ever really about that anyway).

Indeed, I think it’s important to distinguish between colonialists who really did make some effort at civilizing the populations they conquered (like Britain, and also the Mongols actually) and those that clearly were just using that as an excuse to rape and pillage (like Spain and Portugal). This is similar to but not quite the same thing as the distinction between settler colonialism, where you send colonists to live there and build up the country, and exploitation colonialism, where you send military forces to take control of the existing population and exploit them to get their resources. Countries that experienced settler colonialism (such as the US and Australia) have fared a lot better in the long run than countries that experienced exploitation colonialism (such as Haiti and Zimbabwe).

The worst consequences of colonialism weren’t even really anyone’s fault, actually. The reason something like 98% of all Native Americans died as a result of European colonization was not that Europeans killed them—they did kill thousands of course, and I hope it goes without saying that that’s terrible, but it was a small fraction of the total deaths. The reason such a huge number died and whole cultures were depopulated was disease, and the inability of medical technology in any culture at that time to handle such a catastrophic plague. The primary cause was therefore accidental, and not really foreseeable given the state of scientific knowledge at the time. (I therefore think it’s wrong to consider it genocide—maybe democide.) Indeed, what really would have saved these people would be if Europe had advanced even faster into industrial capitalism and modern science, or else waited to colonize until they had; and then they could have distributed vaccines and antibiotics when they arrived. (Of course, there is evidence that a few European colonists used the diseases intentionally as biological weapons, which no amount of vaccine technology would prevent—and that is indeed genocide. But again, this was a small fraction of the total deaths.)

However, even with all those caveats, I hope we can all agree that colonialism and imperialism were morally wrong. No nation has the right to invade and conquer other nations; no one has the right to enslave people; no one has the right to kill people based on their culture or ethnicity.

My point is that it is entirely possible to recognize that and still appreciate that Western civilization has dramatically improved the standard of human life over the last few centuries. It simply doesn’t follow from the fact that British government and culture were more advanced and pluralistic that British soldiers can just go around taking over other people’s countries and planting their own flag (follow the link if you need some comic relief from this dark topic). That was the moral failing of colonialism; not that they thought their society was better—for in many ways it was—but that they thought that gave them the right to terrorize, slaughter, enslave, and conquer people.

Indeed, the “justification” of colonialism is a lot like that bizarre pseudo-utilitarianism I mentioned in my post on torture, where the mere presence of some benefit is taken to justify any possible action toward achieving that benefit. No, that’s not how morality works. You can’t justify unlimited evil by any good—it has to be a greater good, as in actually greater.

So let’s suppose that you do find yourself encountering another culture which is clearly more primitive than yours; their inferior technology results in them living in poverty and having very high rates of disease and death, especially among infants and children. What, if anything, are you justified in doing to intervene to improve their condition?

One idea would be to hold to the Prime Directive: No intervention, no sir, not ever. This is clearly what Gene Roddenberry thought of imperialism, hence why he built it into the Federation’s core principles.

But does that really make sense? Even as Star Trek shows progressed, the writers kept coming up with situations where the Prime Directive really seemed like it should have an exception, and sometimes decided that the honorable crew of Enterprise or Voyager really should intervene in this more primitive society to save them from some terrible fate. And I hope I’m not committing a Fictional Evidence Fallacy when I say that if your fictional universe specifically designed not to let that happen makes that happen, well… maybe it’s something we should be considering.

What if people are dying of a terrible disease that you could easily cure? Should you really deny them access to your medicine to avoid intervening in their society?

What if the primitive culture is ruled by a horrible tyrant that you could easily depose with little or no bloodshed? Should you let him continue to rule with an iron fist?

What if the natives are engaged in slavery, or even their own brand of imperialism against other indigenous cultures? Can you fight imperialism with imperialism?

And then we have to ask, does it really matter whether their babies are being murdered by the tyrant or simply dying from malnutrition and infection? The babies are just as dead, aren’t they? Even if we say that being murdered by a tyrant is worse than dying of malnutrition, it can’t be that much worse, can it? Surely 10 babies dying of malnutrition is at least as bad as 1 baby being murdered?

But then it begins to seem like we have a duty to intervene, and moreover a duty that applies in almost every circumstance! If you are on opposite sides of the technology threshold where infant mortality drops from 30% to 1%, how can you justify not intervening?

I think the best answer here is to keep in mind the very large costs of intervention as well as the potentially large benefits. The answer sounds simple, but is actually perhaps the hardest possible answer to apply in practice: You must do a cost-benefit analysis. Furthermore, you must do it well. We can’t demand perfection, but it must actually be a serious good-faith effort to predict the consequences of different intervention policies.

We know that people tend to resist most outside interventions, especially if you have the intention of toppling their leaders (even if they are indeed tyrannical). Even the simple act of offering people vaccines could be met with resistance, as the native people might think you are poisoning them or somehow trying to control them. But in general, opening contact with with gifts and trade is almost certainly going to trigger less hostility and therefore be more effective than going in guns blazing.

If you do use military force, it must be targeted at the particular leaders who are most harmful, and it must be designed to achieve swift, decisive victory with minimal collateral damage. (Basically I’m talking about just war theory.) If you really have such an advanced civilization, show it by exhibiting total technological dominance and minimizing the number of innocent people you kill. The NATO interventions in Kosovo and Libya mostly got this right. The Vietnam War and Iraq War got it totally wrong.

As you change their society, you should be prepared to bear most of the cost of transition; you are, after all, much richer than they are, and also the ones responsible for effecting the transition. You should not expect to see short-term gains for your own civilization, only long-term gains once their culture has advanced to a level near your own. You can’t bear all the costs of course—transition is just painful, no matter what you do—but at least the fungible economic costs should be borne by you, not by the native population. Examples of doing this wrong include basically all the standard examples of exploitation colonialism: Africa, the Caribbean, South America. Examples of doing this right include West Germany and Japan after WW2, and South Korea after the Korean War—which is to say, the greatest economic successes in the history of the human race. This was us winning development, humanity. Do this again everywhere and we will have not only ended world hunger, but achieved global prosperity.

What happens if we apply these principles to real-world colonialism? It does not fare well. Nor should it, as we’ve already established that most if not all real-world colonialism was morally wrong.

15th and 16th century colonialism fail immediately; they offer no benefit to speak of. Europe’s technological superiority was enough to give them gunpowder but not enough to drop their infant mortality rate. Maybe life was better in 16th century Spain than it was in the Aztec Empire, but honestly not by all that much; and life in the Iroquois Confederacy was in many ways better than life in 15th century England. (Though maybe that justifies some Iroquois imperialism, at least their “soft imperialism”?)

If these principles did justify any real-world imperialism—and I am not convinced that it does—it would only be much later imperialism, like the British Empire in the 19th and 20th century. And even then, it’s not clear that the talk of “civilizing” people and “the White Man’s Burden” was much more than rationalization, an attempt to give a humanitarian justification for what were really acts of self-interested economic exploitation. Even though India and South Africa are probably better off now than they were when the British first took them over, it’s not at all clear that this was really the goal of the British government so much as a side effect, and there are a lot of things the British could have done differently that would obviously have made them better off still—you know, like not implementing the precursors to apartheid, or making India a parliamentary democracy immediately instead of starting with the Raj and only conceding to democracy after decades of protest. What actually happened doesn’t exactly look like Britain cared nothing for actually improving the lives of people in India and South Africa (they did build a lot of schools and railroads, and sought to undermine slavery and the caste system), but it also doesn’t look like that was their only goal; it was more like one goal among several which also included the strategic and economic interests of Britain. It isn’t enough that Britain was a better society or even that they made South Africa and India better societies than they were; if the goal wasn’t really about making people’s lives better where you are intervening, it’s clearly not justified intervention.

And that’s the relatively beneficent imperialism; the really horrific imperialists throughout history made only the barest pretense of spreading civilization and were clearly interested in nothing more than maximizing their own wealth and power. This is probably why we get things like the Prime Directive; we saw how bad it can get, and overreacted a little by saying that intervening in other cultures is always, always wrong, no matter what. It was only a slight overreaction—intervening in other cultures is usually wrong, and almost all historical examples of it were wrong—but it is still an overreaction. There are exceptional cases where intervening in another culture can be not only morally right but obligatory.

Indeed, one underappreciated consequence of colonialism and imperialism is that they have triggered a backlash against real good-faith efforts toward economic development. People in Africa, Asia, and Latin America see economists from the US and the UK (and most of the world’s top economists are in fact educated in the US or the UK) come in and tell them that they need to do this and that to restructure their society for greater prosperity, and they understandably ask: “Why should I trust you this time?” The last two or four or seven batches of people coming from the US and Europe to intervene in their countries exploited them or worse, so why is this time any different?

It is different, of course; UNDP is not the East India Company, not by a longshot. Even for all their faults, the IMF isn’t the East India Company either. Indeed, while these people largely come from the same places as the imperialists, and may be descended from them, they are in fact completely different people, and moral responsibility does not inherit across generations. While the suspicion is understandable, it is ultimately unjustified; whatever happened hundreds of years ago, this time most of us really are trying to help—and it’s working.

Actually, our economic growth has been fairly ecologically sustainable lately!

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JDN 2457538

Environmentalists have a reputation for being pessimists, and it is not entirely undeserved. While as Paul Samuelson said, all Street indexes have predicted nine out of the last five recessions, environmentalists have predicted more like twenty out of the last zero ecological collapses.

Some fairly serious scientists have endorsed predictions of imminent collapse that haven’t panned out, and many continue to do so. This Guardian article should be hilarious to statisticians, as it literally takes trends that are going one direction, maps them onto a theory that arbitrarily decides they’ll suddenly reverse, and then says “the theory fits the data”. This should be taught in statistics courses as a lesson in how not to fit models. More data distortion occurs in this Scientific American article, which contains the phrase “food per capita is decreasing”; well, that’s true if you just look at the last couple of years, but according to FAOSTAT, food production per capita in 2012 (the most recent data in FAOSTAT) was higher than literally every other year on record except 2011. So if you allow for even the slightest amount of random fluctuation, it’s very clear that food per capita is increasing, not decreasing.

global_food.png

So many people predicting imminent collapse of human civilization. And yet, for some reason, all the people predicting this go about their lives as if it weren’t happening! Why, it’s almost as if they don’t really believe it, and just say it to get attention. Nobody gets on the news by saying “Civilization is doing fine; things are mostly getting better.”

There’s a long history of these sorts of gloom and doom predictions; perhaps the paradigm example is Thomas Malthus in 1779 predicting the imminent destruction of civilization by inevitable famine—just in time for global infant mortality rates to start plummeting and economic output to surge beyond anyone’s wildest dreams.

Still, when I sat down to study this it was remarkable to me just how good the outlook is for future sustainability. The Index of Sustainable Economic Welfare was created essentially in an attempt to show how our economic growth is largely an illusion driven by our rapacious natural resource consumption, but it has since been discontinued, perhaps because it didn’t show that. Using the US as an example, I reconstructed the index as best I could from World Bank data, and here’s what came out for the period since 1990:

ISEW

The top line is US GDP as normally measured. The bottom line is the ISEW. The gap between those lines expands on a linear scale, but not on a logarithmic scale; that is to say, GDP and ISEW grow at almost exactly the same rate, so ISEW is always a constant (and large) proportion of GDP. By construction it is necessarily smaller (it basically takes GDP and subtracts out from it), but the fact that it is growing at the same rate shows that our economic growth is not being driven by depletion of natural resources or the military-industrial complex; it’s being driven by real improvements in education and technology.

The Human Development Index has grown in almost every country (albeit at quite different rates) since 1990. Global poverty is the lowest it has ever been. We are living in a golden age of prosperity. This is such a golden age for our civilization, our happiness rating maxed out and now we’re getting +20% production and extra gold from every source. (Sorry, gamer in-joke.)

Now, it is said that pride cometh before a fall; so perhaps our current mind-boggling improvements in human welfare have only been purchased on borrowed time as we further drain our natural resources.

There is some cause for alarm: We’re literally running out of fish, and groundwater tables are falling rapidly. Due to poor land use deserts are expanding. Huge quantities of garbage now float in our oceans. And of course, climate change is poised to kill millions of people. Arctic ice will melt every summer starting in the next few years.

And yet, global carbon emissions have not been increasing the last few years, despite strong global economic growth. We need to be reducing emissions, not just keeping them flat (in a previous post I talked about some policies to do that); but even keeping them flat while still raising standard of living is something a lot of environmentalists kept telling us we couldn’t possibly do. Despite constant talk of “overpopulation” and a “population bomb”, population growth rates are declining and world population is projected to level off around 9 billion. Total solar power production in the US expanded by a factor of 40 in just the last 10 years.

Of course, I don’t deny that there are serious environmental problems, and we need to make policies to combat them; but we are doing that. Humanity is not mindlessly plunging headlong into an abyss; we are taking steps to improve our future.

And in fact I think environmentalists deserve a lot of credit for that! Raising awareness of environmental problems has made most Americans recognize that climate change is a serious problem. Further pressure might make them realize it should be one of our top priorities (presently most Americans do not).

And who knows, maybe the extremist doomsayers are necessary to set the Overton Window for the rest of us. I think we of the center-left (toward which reality has a well-known bias) often underestimate how much we rely upon the radical left to pull the discussion away from the radical right and make us seem more reasonable by comparison. It could well be that “climate change will kill tens of millions of people unless we act now to institute a carbon tax and build hundreds of nuclear power plants” is easier to swallow after hearing “climate change will destroy humanity unless we act now to transform global capitalism to agrarian anarcho-socialism.” Ultimately I wish people could be persuaded simply by the overwhelming scientific evidence in favor of the carbon tax/nuclear power argument, but alas, humans are simply not rational enough for that; and you must go to policy with the public you have. So maybe irrational levels of pessimism are a worthwhile corrective to the irrational levels of optimism coming from the other side, like the execrable sophistry of “in praise of fossil fuels” (yes, we know our economy was built on coal and oil—that’s the problem. We’re “rolling drunk on petroleum”; when we’re trying to quit drinking, reminding us how much we enjoy drinking is not helpful.).

But I worry that this sort of irrational pessimism carries its own risks. First there is the risk of simply giving up, succumbing to learned helplessness and deciding there’s nothing we can possibly do to save ourselves. Second is the risk that we will do something needlessly drastic (like the a radical socialist revolution) that impoverishes or even kills millions of people for no reason. The extreme fear that we are on the verge of ecological collapse could lead people to take a “by any means necessary” stance and end up with a cure worse than the disease. So far the word “ecoterrorism” has mainly been applied to what was really ecovandalism; but if we were in fact on the verge of total civilizational collapse, I can understand why someone would think quite literal terrorism was justified (actually the main reason I don’t is that I just don’t see how it could actually help). Just about anything is worth it to save humanity from destruction.

What is progress? How far have we really come?

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JDN 2457534

It is a controversy that has lasted throughout the ages: Is the world getting better? Is it getting worse? Or is it more or less staying the same, changing in ways that don’t really constitute improvements or detriments?

The most obvious and indisputable change in human society over the course of history has been the advancement of technology. At one extreme there are techno-utopians, who believe that technology will solve all the world’s problems and bring about a glorious future; at the other extreme are anarcho-primitivists, who maintain that civilization, technology, and industrialization were all grave mistakes, removing us from our natural state of peace and harmony.

I am not a techno-utopian—I do not believe that technology will solve all our problems—but I am much closer to that end of the scale. Technology has solved a lot of our problems, and will continue to solve a lot more. My aim in this post is to convince you that progress is real, that things really are, on the whole, getting better.

One of the more baffling arguments against progress comes from none other than Jared Diamond, the social scientist most famous for Guns, Germs and Steel (which oddly enough is mainly about horses and goats). About seven months before I was born, Diamond wrote an essay for Discover magazine arguing quite literally that agriculture—and by extension, civilization—was a mistake.

Diamond fortunately avoids the usual argument based solely on modern hunter-gatherers, which is a selection bias if ever I heard one. Instead his main argument seems to be that paleontological evidence shows an overall decrease in health around the same time as agriculture emerged. But that’s still an endogeneity problem, albeit a subtler one. Maybe agriculture emerged as a response to famine and disease. Or maybe they were both triggered by rising populations; higher populations increase disease risk, and are also basically impossible to sustain without agriculture.

I am similarly dubious of the claim that hunter-gatherers are always peaceful and egalitarian. It does seem to be the case that herders are more violent than other cultures, as they tend to form honor cultures that punish all sleights with overwhelming violence. Even after the Industrial Revolution there were herder honor cultures—the Wild West. Yet as Steven Pinker keeps trying to tell people, the death rates due to homicide in all human cultures appear to have steadily declined for thousands of years.

I read an article just a few days ago on the Scientific American blog which included the following claim so astonishingly nonsensical it makes me wonder if the authors can even do arithmetic or read statistical tables correctly:

I keep reminding readers (see Further Reading), the evidence is overwhelming that war is a relatively recent cultural invention. War emerged toward the end of the Paleolithic era, and then only sporadically. A new study by Japanese researchers published in the Royal Society journal Biology Letters corroborates this view.

Six Japanese scholars led by Hisashi Nakao examined the remains of 2,582 hunter-gatherers who lived 12,000 to 2,800 years ago, during Japan’s so-called Jomon Period. The researchers found bashed-in skulls and other marks consistent with violent death on 23 skeletons, for a mortality rate of 0.89 percent.

That is supposed to be evidence that ancient hunter-gatherers were peaceful? The global homicide rate today is 62 homicides per million people per year. Using the worldwide life expectancy of 71 years (which is biasing against modern civilization because our life expectancy is longer), that means that the worldwide lifetime homicide rate is 4,400 homicides per million people, or 0.44%—that’s less than half the homicide rate of these “peaceful” hunter-gatherers. If you compare just against First World countries, the difference is even starker; let’s use the US, which has the highest homicide rate in the First World. Our homicide rate is 38 homicides per million people per year, which at our life expectancy of 79 years is 3,000 homicides per million people, or an overall homicide rate of 0.3%, slightly more than a third of this “peaceful” ancient culture. The most peaceful societies today—notably Japan, where these remains were found—have homicide rates as low as 3 per million people per year, which is a lifetime homicide rate of 0.02%, forty times smaller than their supposedly utopian ancestors. (Yes, all of Japan has fewer total homicides than Chicago. I’m sure it has nothing to do with their extremely strict gun control laws.) Indeed, to get a modern homicide rate as high as these hunter-gatherers, you need to go to a country like Congo, Myanmar, or the Central African Republic. To get a substantially higher homicide rate, you essentially have to be in Latin America. Honduras, the murder capital of the world, has a lifetime homicide rate of about 6.7%.

Again, how did I figure these things out? By reading basic information from publicly-available statistical tables and then doing some simple arithmetic. Apparently these paleoanthropologists couldn’t be bothered to do that, or didn’t know how to do it correctly, before they started proclaiming that human nature is peaceful and civilization is the source of violence. After an oversight as egregious as that, it feels almost petty to note that a sample size of a few thousand people from one particular region and culture isn’t sufficient data to draw such sweeping judgments or speak of “overwhelming” evidence.

Of course, in order to decide whether progress is a real phenomenon, we need a clearer idea of what we mean by progress. It would be presumptuous to use per-capita GDP, though there can be absolutely no doubt that technology and capitalism do in fact raise per-capita GDP. If we measure by inequality, modern society clearly fares much worse (our top 1% share and Gini coefficient may be higher than Classical Rome!), but that is clearly biased in the opposite direction, because the main way we have raised inequality is by raising the ceiling, not lowering the floor. Most of our really good measures (like the Human Development Index) only exist for the last few decades and can barely even be extrapolated back through the 20th century.

How about babies not dying? This is my preferred measure of a society’s value. It seems like something that should be totally uncontroversial: Babies dying is bad. All other things equal, a society is better if fewer babies die.

I suppose it doesn’t immediately follow that all things considered a society is better if fewer babies die; maybe the dying babies could be offset by some greater good. Perhaps a totalitarian society where no babies die is in fact worse than a free society in which a few babies die, or perhaps we should be prepared to accept some small amount of babies dying in order to save adults from poverty, or something like that. But without some really powerful overriding reason, babies not dying probably means your society is doing something right. (And since most ancient societies were in a state of universal poverty and quite frequently tyranny, these exceptions would only strengthen my case.)

Well, get ready for some high-yield truth bombs about infant mortality rates.

It’s hard to get good data for prehistoric cultures, but the best data we have says that infant mortality in ancient hunter-gatherer cultures was about 20-50%, with a best estimate around 30%. This is statistically indistinguishable from early agricultural societies.

Indeed, 30% seems to be the figure humanity had for most of history. Just shy of a third of all babies died for most of history.

In Medieval times, infant mortality was about 30%.

This same rate (fluctuating based on various plagues) persisted into the Enlightenment—Sweden has the best records, and their infant mortality rate in 1750 was about 30%.

The decline in infant mortality began slowly: During the Industrial Era, infant mortality was about 15% in isolated villages, but still as high as 40% in major cities due to high population densities with poor sanitation.

Even as recently as 1900, there were US cities with infant mortality rates as high as 30%, though the overall rate was more like 10%.

Most of the decline was recent and rapid: Just within the US since WW2, infant mortality fell from about 5.5% to 0.7%, though there remains a substantial disparity between White and Black people.

Globally, the infant mortality rate fell from 6.3% to 3.2% within my lifetime, and in Africa today, the region where it is worst, it is about 5.5%—or what it was in the US in the 1940s.

This precipitous decline in babies dying is the main reason ancient societies have such low life expectancies; actually once they reached adulthood they lived to be about 70 years old, not much worse than we do today. So my multiplying everything by 71 actually isn’t too far off even for ancient societies.

Let me make a graph for you here, of the approximate rate of babies dying over time from 10,000 BC to today:

Infant_mortality.png

Let’s zoom in on the last 250 years, where the data is much more solid:

Infant_mortality_recent.png

I think you may notice something in these graphs. There is quite literally a turning point for humanity, a kink in the curve where we suddenly begin a rapid decline from an otherwise constant mortality rate.

That point occurs around or shortly before 1800—that is, it occurs at industrial capitalism. Adam Smith (not to mention Thomas Jefferson) was writing at just about the point in time when humanity made a sudden and unprecedented shift toward saving the lives of millions of babies.

So now, think about that the next time you are tempted to say that capitalism is an evil system that destroys the world; the evidence points to capitalism quite literally saving babies from dying.

How would it do so? Well, there’s that rising per-capita GDP we previously ignored, for one thing. But more important seems to be the way that industrialization and free markets support technological innovation, and in this case especially medical innovation—antibiotics and vaccines. Our higher rates of literacy and better communication, also a result of raised standard of living and improved technology, surely didn’t hurt. I’m not often in agreement with the Cato Institute, but they’re right about this one: Industrial capitalism is the chief source of human progress.

Billions of babies would have died but we saved them. So yes, I’m going to call that progress. Civilization, and in particular industrialization and free markets, have dramatically improved human life over the last few hundred years.

In a future post I’ll address one of the common retorts to this basically indisputable fact: “You’re making excuses for colonialism and imperialism!” No, I’m not. Saying that modern capitalism is a better system (not least because it saves babies) is not at all the same thing as saying that our ancestors were justified in using murder, slavery, and tyranny to force people into it.

Is there hope for stopping climate change?

PNRJ development economics, ethics, public policy , , , , , , , , , , ,

JDN 2457523

This topic was decided by vote of my Patreons (there are still few enough that the vote usually has only two or three people, but hey, what else can I do?).

When it comes to climate change, I have good news and bad news.

First, the bad news:

We are not going to be able to stop climate change, or even stop making it worse, any time soon. Because of this, millions of people are going to die and there’s nothing we can do about it.

Now, the good news:

We can do a great deal to slow down our contribution to climate change, reduce its impact on human society, and save most of the people who would otherwise have been killed by it. It is currently forecasted that climate change will cause somewhere between 10 million and 100 million deaths over the next century; if we can hold to the lower end of that error bar instead of the upper end, that’s half a dozen Holocausts prevented.

There are three basic approaches to take, and we will need all of them:

1. Emission reduction: Put less carbon in

2. Geoengineering: Take more carbon out

3. Adaptation: Protect more humans from the damage

Strategies 1 and 2 are classified as mitigation, while strategy 3 is classified as adaptation. Mitigation is reducing climate change; adaptation is reducing the effect of climate change on people.

Let’s start with strategy 1, emission reduction. It’s probably the most important; without it the others are clearly doomed to fail.

So, what are our major sources of emissions, and what can we do to reduce them?

While within the US and most other First World countries the primary sources of emissions are electricity and transportation, worldwide transportation is less important and agriculture is about as large a source of emissions as electricity. 25% of global emissions are due to electricity, 24% are due to agriculture, 21% are due to industry, 14% are due to transportation, only 6% are due to buildings, and everything else adds up to 10%.

global_emissions_sector_2015

1A. Both within the First World and worldwide, the leading source of emissions is electricity. Our first priority is therefore electrical grid reform.

Energy efficiency can help—and it already is helping, as global electricity consumption has stopped growing despite growth in population and GDP. Energy intensity of GDP is declining. But the main thing we need to do is reform the way that electricity is produced.

Let’s take a look at how the world currently produces electricity. Currently, the leading source of electricity is “liquids”, an odd euphemism for oil; currently about 175 quadrillion BTU per year, 30% of all production. This is closely followed by coal, at about 160 quadrillion BTU per year, 28%. Then we have natural gas, about 130 quadrillion BTU per year (23%), wind, solar, hydroelectric, and geothermal altogether about 60 quadrillion BTU per year (11%), and nuclear fission only about 40 quadrillion BTU per year (7%).

This list basically needs to be reversed. We will probably not be able to completely stop using oil for transportation, but we have no excuse for using for electricity production. We also need to stop using coal for, well, just about anything. There are a few industrial processes that basically have to use coal; fine, use it for that. But just as something to burn, coal is one of the most heavily-polluting technologies in existence—the only things we burn that are worse are wood and animal dung. Simply ending the burning of coal, wood, and dung would by itself save 4 million lives a year just from reduced pollution.

Natural gas burns cleaner than coal or oil, but it still produces a lot of carbon emissions. Even worse, natural gas is itself one of the worst greenhouse gases—and so natural gas leaks are a major source of greenhouse emissions. Last year a single massive leak accounted for 25% of California’s methane emissions. Like oil, natural gas is also something we’ll want to use quite sparingly.

The best power source is solar power, hands-down. In the long run, the goal should be to convert as much as possible of the grid to solar. Wind, hydroelectric, and geothermal are also very useful, though wind power peaks at the wrong time of day for high energy demand and hydro and geothermal require specific geography to work. Solar is also the most scalable; as long as you have the raw materials and the technology, you can keep expanding solar production all the way up to a Dyson Sphere.

But solar is intermittent, and we don’t have good enough energy storage methods right now to ensure a steady grid on solar alone. The bulk of our grid is therefore going to have to be made of the one energy source we have with negligible carbon emissions, mature technology, and virtually unlimited and fully controllable output: Nuclear fission. At least until fusion matures or we solve the solar energy storage problem, nuclear fission is our best option for minimizing carbon emissions immediately—not waiting for some new technology to come save us, but building efficient reactors now. Why does France only emit 6 tonnes of carbon per person per year while the UK emits 9, Germany emits 10, and the US emits a whopping 17? Because France’s electricity grid is almost entirely nuclear.

“But nuclear power is dangerous!” people will say. France has indeed had several nuclear accidents in the last 40 years; guess how many deaths those accidents have caused? Zero. Deepwater Horizon killed more people than the sum total of all nuclear accidents in all First World countries. Worldwide, there was one Black Swan horrible nuclear event—Chernobyl (which still only killed about as many people as die in the US each year of car accidents or lung cancer), and other than that, nuclear power is safer that every form of fossil fuel.

“Where will we store the nuclear waste?” Well, that’s a more legitimate question, but you know what? It can wait. Nuclear waste doesn’t accumulate very fast, precisely because fission is thousands of times more efficient than combustion; so we’ll have plenty of room in existing facilities or easily-built expansions for the next century. By that point, we should have fusion or a good way of converting the whole grid to solar. We should of course invest in R&D in the meantime. But right now, we need fission.

So, after we’ve converted the electricity grid to nuclear, what next?
1B. To reduce the effect of agriculture, we need to eat less meat; among agricultural sources, livestock is the leading contributor of greenhouse emissions, followed by land use “emissions” (i.e. deforestation), which could also be reduced by converting more crop production to vegetables instead of meat because vegetables are much more land-efficient (and just-about-everything-else-efficient).

1C. To reduce the effect of transportation, we need huge investments in public transit, as well as more fuel-efficient vehicles like hybrids and electric cars. Switching to public transit could cut private transportation-related emissions in half. 100% electric cars are too much to hope for, but by implementing a high carbon tax, we might at least raise the cost of gasoline enough to incentivize makers and buyers of cars to choose more fuel-efficient models.
The biggest gains in fuel efficiency happen on the most gas-guzzling vehicles—indeed, so much so that our usual measure “miles per gallon” is highly misleading.

Quick: Which of the following changes would reduce emissions more, assuming all the vehicles drive the same amount? Switching from a hybrid of 50 MPG to a zero-emission electric (infinity MPG!), switching from a normal sedan of 20 MPG to a hybrid of 50 MPG, or switching from an inefficient diesel truck of 3 MPG to a modern diesel truck of 7 MPG?

The diesel truck, by far.

If each vehicle drives 10,000 miles per year: The first switch will take us from consuming 200 gallons to consuming 0 gallons—saving 200 gallons. The second switch will take us from consuming 500 gallons to consuming 200 gallons—saving 300 gallons. But the third switch will take us from consuming 3,334 gallons to consuming only 1,429 gallons—saving a whopping 1,905 gallons. Even slight increases in the fuel efficiency of highly inefficient vehicles have a huge impact, while you can raise an already-efficient vehicle to perfect efficiency and barely notice a difference.

We really should measure in gallons per mile—or better yet, liters per megameter. (Most of the world uses liters per 100 km; almost!)

All right, let’s assume we’ve done that: The whole grid is nuclear, and everyone is a vegetarian driving an electric car. That’s a good start. But we can’t stop there. Because of the feedback loops involved, we only reduce our emissions—even to near zero—the amount of carbon dioxide will continue to increase for decades. We need to somehow take the carbon out that is already there, which brings me to strategy 2, geoengineering.

2A. There are some exotic proposals out there for geoengineering (putting sulfur into the air to block out the Sun; what could possibly go wrong?), and maybe we’ll end up using some of them. I think iron fertilization of the oceans is one of the more promising options. But we need to be careful to make sure we actually know what these projects will do; we got into this mess by doing things without appreciating their long-run environmental impact, so let’s not make the same mistake again.

2B. But really, the most effective form of geoengineering is simply reforestation. Trees are very good at capturing carbon from the atmosphere; it’s what they evolved to do. So let’s plant trees—lots of trees. Many countries already have net positive forestation (such as the US as a matter of fact), but the world still has net deforestation, and that needs to be reversed.

But even if we do all that, at this point we probably can’t do enough fast enough to actually stop climate change from causing damage. After we’ve done our best to slow it down, we’re still going to need to respond to its effects and find ways to minimize the harm. That’s strategy 3, adaptation.

3A. Coastal regions around the world are going to have to turn into the Netherlands, surrounded by dikes and polders. First World countries already have the resources to do this, and will most likely do it on our own (many cities already have plans to); but other countries need to be given the resources to do it. We’re responsible for most of the emissions, and we have the most wealth, so we should pick up the tab for most of the adaptation.

3B. Some places aren’t going to be worth saving—so that means saving the people, by moving them somewhere else. We’re going to have global refugee crises, and we need to prepare for them, not in the usual way of “How can I clear my conscience while xenophobically excluding these people?” but by welcoming them with open arms. We are going to need to resettle tens of millions—possibly hundreds of millions—of people, and we need a process for doing that efficiently and integrating these people into the societies they end up living in. We must stop presuming that closed borders are the default and realize that the burden of proof was always on anyone who says that people should have different rights based on whether they were born on the proper side of an imaginary line. If open borders are utopian, then it is utopian we must be.

The bad news is that even if we do all these things, millions of people are still going to die from climate change—but a lot fewer millions than would if we didn’t.

And the really good news is that people are finally starting to do these things. It took a lot longer than it should, and there are still a lot of holdouts; but significant progress is already being made. There are a lot of reasons to be hopeful.

Why is Tatooine poor?

PNRJ development economics, futurism, public policy , , , , , , , , , , , , , , , , , , , , , ,

JDN 2457513—May 4, 2016

May the Fourth be with you.

In honor of International Star Wars Day, this post is going to be about Star Wars!

[I wanted to include some images from Star Wars, but here are the copyright issues that made me decide it ultimately wasn’t a good idea.]

But this won’t be as frivolous as it may sound. Star Wars has a lot of important lessons to teach us about economics and other social sciences, and its universal popularity gives us common ground to start with. I could use Zimbabwe and Botswana as examples, and sometimes I do; but a lot of people don’t know much about Zimbabwe and Botswana. A lot more people know about Tatooine and Naboo, so sometimes it’s better to use those instead.

In fact, this post is just a small sample of a much larger work to come; several friends of mine who are social scientists in different fields (I am of course the economist, and we also have a political scientist, a historian, and a psychologist) are writing a book about this; we are going to use Star Wars as a jumping-off point to explain some real-world issues in social science.

So, my topic for today, which may end up forming the basis for a chapter of the book, is quite simple:
Why is Tatooine poor?

First, let me explain why this is such a mystery to begin with. We’re so accustomed to poverty being in the world that we expect to see it, we think of it as normal—and for most of human history, that was probably the correct attitude to have. Up until at least the Industrial Revolution, there simply was no way of raising the standard of living of most people much beyond bare subsistence. A wealthy few could sometimes live better, and most societies have had such an elite; but it was never more than about 1% of the population—and sometimes as little as 0.01%. They could have distributed wealth more evenly than they did, but there simply wasn’t that much to go around.

The “prosperous” “democracy” of Periclean Athens for example was really an aristocratic oligarchy, in which the top 1%—the ones who could read and write, and hence whose opinions we read—owned just about everything (including a fair number of the people—slavery). Their “democracy” was a voting system that only applied to a small portion of the population.

But now we live in a very different age, the Information Age, where we are absolutely basking in wealth thanks to enormous increases in productivity. Indeed, the standard of living of an Athenian philosopher was in many ways worse than that of a single mother on Welfare in the United States today; certainly the single mom has far better medicine, communication, and transportation than the philosopher, but she may even have better nutrition and higher education. Really the only things I can think of that the philosopher has more of are jewelry and real estate. The single mom also surely spends a lot more time doing housework, but a good chunk of her work is automated (dishwasher, microwave, washing machine), while the philosopher simply has slaves for that sort of thing. The smartphone in her pocket (81% of poor households in the US have a cellphone, and about half of these are smartphones) and the car in her driveway (75% of poor households in the US own at least one car) may be older models in disrepair, but they would still be unimaginable marvels to that ancient philosopher.

How is it, then, that we still have poverty in this world? Even if we argued that the poverty line in First World countries is too high because they have cars and smartphones (not an argument I agree with by the way—given our enormous productivity there’s no reason everyone shouldn’t have a car and a smartphone, and the main thing that poor people still can’t afford is housing), there are still over a billion people in the world today who live on less than $2 per day in purchasing-power-adjusted real income. That is poverty, no doubt about it. Indeed, it may in fact be a lower standard of living than most human beings had when we were hunter-gatherers. It may literally be a step downward from the Paleolithic.

Here is where Tatooine may give us some insights.

Productivity in the Star Wars universe is clearly enormous; indeed the proportional gap between Star Wars and us appears to be about the same as the proportional gap between us and hunter-gatherer times. The Death Star II had a diameter of 160 kilometers. Its cost is listed as “over 1 trillion credits”, but that’s almost meaningless because we have no idea what the exchange rate is or how the price of spacecraft varies relative to the price of other goods. (Spacecraft actually seem to be astonishingly cheap; in A New Hope it seems to be that a drink is a couple of credits while 10,000 credits is almost enough to buy an inexpensive starship. Basically their prices seem to be similar to ours for most goods, but spaceships are so cheap they are priced like cars instead of like, well, spacecraft.)

So let’s look at it another way: How much metal would it take to build such a thing, and how much would that cost in today’s money?

We actually see quite a bit of the inner structure of the Death Star II in Return of the Jedi, so I can hazard a guess that about 5% of the volume of the space station is taken up by solid material. Who knows what it’s actually made out of, but for a ballpark figure let’s assume it’s high-grade steel. The volume of a 160 km diameter sphere is 4*pi*r^3 = 4*(3.1415)*(80,000)^3 = 6.43 quadrillion cubic meters. If 5% is filled with material, that’s 320 trillion cubic meters. High-strength steel has a density of about 8000 kg/m^3, so that’s 2.6 quintillion kilograms of steel. A kilogram of high-grade steel costs about $2, so we’re looking at $5 quintillion as the total price just for the raw material of the Death Star II. That’s $5,000,000,000,000,000,000. I’m not even including the labor (droid labor, that is) and transportation costs (oh, the transportation costs!), so this is a very conservative estimate.

To get a sense of how ludicrously much money this is, the population of Coruscant is said to be over 1 trillion people, which is just about plausible for a city that covers an entire planet. The population of the entire galaxy is supposed to be about 400 quadrillion.

Suppose that instead of building the Death Star II, Emperor Palpatine had decided to give a windfall to everyone on Coruscant. How much would he have given each person (in our money)? $5 million.

Suppose instead he had offered the windfall to everyone in the galaxy? $12.50 per person. That’s 50 million worlds with an average population of 8 billion each. Instead of building the Death Star II, Palpatine could have bought the whole galaxy lunch.

Put another way, the cost I just estimated for the Death Star II is about 60 million times the current world GDP. So basically if the average world in the Empire produced as much as we currently produce on Earth, there would still not be enough to build that thing. In order to build the Death Star II in secret, it must be a small portion of the budget, maybe 5% tops. In order for only a small number of systems to revolt, the tax rates can’t be more than say 50%, if that; so total economic output on the average world in the Empire must in fact be more like 50 times what it is on Earth today, for a comparable average population. This puts their per-capita GDP somewhere around $500,000 per person per year.

So, economic output is extremely high in the Star Wars universe. Then why is Tatooine poor? If there’s enough output to make basically everyone a millionaire, why haven’t they?

In a word? Power.

Political power is of course very unequally distributed in the Star Wars universe, especially under the Empire but also even under the Old Republic and New Republic.

Core Worlds like Coruscant appear to have fairly strong centralized governments, and at least until the Emperor seized power and dissolved the Senate (as Tarkin announces in A New Hope) they also seemed to have fairly good representation in the Galactic Senate (though how you make a functioning Senate with millions of member worlds I have no idea—honestly, maybe they didn’t). As a result, Core Worlds are prosperous. Actually, even Naboo seems to be doing all right despite being in the Mid Rim, because of their strong and well-managed constitutional monarchy (“elected queen” is not as weird as it sounds—Sweden did that until the 16th century). They often talk about being a “democracy” even though they’re technically a constitutional monarchy—but the UK and Norway do the same thing with if anything less justification.

But Outer Rim Worlds like Tatooine seem to be out of reach of the central galactic government. (Oh, by the way, what hyperspace route drops you off at Tatooine if you’re going from Naboo to Coruscant? Did they take a wrong turn in addition to having engine trouble? “I knew we should have turned left at Christophsis!”) They even seem to be out of range of the monetary system (“Republic credits are no good out here,” said Watto in The Phantom Menace.), which is pretty extreme. That doesn’t usually happen—if there is a global hegemon, usually their money is better than gold. (“good as gold” isn’t strong enough—US money is better than gold, and that’s why people will accept negative real interest rates to hold onto it.) I guarantee you that if you want to buy something with a US $20 bill in Somalia or Zimbabwe, someone will take it. They might literally take it—i.e. steal it from you, and the government may not do anything to protect you—but it clearly will have value.

So, the Outer Rim worlds are extremely isolated from the central government, and therefore have their own local institutions that operate independently. Tatooine in particular appears to be controlled by the Hutts, who in turn seem to have a clan-based system of organized crime, similar to the Mafia. We never get much detail about the ins and outs of Hutt politics, but it seems pretty clear that Jabba is particularly powerful and may actually be the de facto monarch of a sizeable region or even the whole planet.

Jabba’s government is at the very far extreme of what Daron Acemoglu calls extractive regimes (I’ve been reading his tome Why Nations Fail, and while I agree with its core message, honestly it’s not very well-written or well-argued), systems of government that exist not to achieve overall prosperity or the public good, but to enrich a small elite few at the expense of everyone else. The opposite is inclusive regimes, under which power is widely shared and government exists to advance the public good. Real-world systems are usually somewhere in between; the US is still largely inclusive, but we’ve been getting more extractive over the last few decades and that’s a big problem.

Jabba himself appears to be fantastically wealthy, although even his huge luxury hover-yacht (…thing) is extremely ugly and spartan inside. I infer that he could have made it look however he wanted, and simply has baffling tastes in decor. The fact that he seems to be attracted to female humanoids is already pretty baffling, given the obvious total biological incompatibility; so Jabba is, shall we say, a weird dude. Eccentricity is quite common among despots of extractive regimes, as evidenced by Muammar Qaddafi’s ostentatious outfits, Idi Amin’s love of oranges and Kentucky Fried Chicken, and Kim Jong-Un’s fear of barbers and bond with Dennis Rodman. Maybe we would all be this eccentric if we had unlimited power, but our need to fit in with the rest of society suppresses it.

It’s difficult to put a figure on just how wealthy Jabba is, but it isn’t implausible to say that he has a million times as much as the average person on Tatooine, just as Bill Gates has a million times as much as the average person in the US. Like Qaddafi, before he was killed he probably feared that establishing more inclusive governance would only reduce his power and wealth and spread it to others, even if it did increase overall prosperity.
It’s not hard to make the figures work out so that is so. Suppose that for every 1% of the economy that is claimed by a single rentier despot, overall economic output drops by the same 1%. Then for concreteness, suppose that at optimal efficiency, the whole economy could produce $1 trillion. The amount of money that the despot can claim is determined by the portion he tries to claim, p, times the total amount that the economy will produce, which is (1-p) trillion dollars. So the despot’s wealth will be maximized when p(1-p) is maximized, which is p = 1/2; so the despot would maximize his own wealth at $250 billion if he claimed half of the economy, even though that also means that the economy produces half as much as it could. If he loosened his grip and claimed a smaller share, millions of his subjects would benefit; but he himself would lose more money than he gained. (You can also adjust these figures so that the “optimal” amount for the despot to claim is larger or smaller than half, depending on how severely the rent-seeking disrupts overall productivity.)

It’s important to note that it is not simply geography (galactography?) that makes Tatooine poor. Their sparse, hot desert may be less productive agriculturally, but that doesn’t mean that Tatooine is doomed to poverty. Indeed, today many of the world’s richest countries (such as Qatar) are in deserts, because they produce huge quantities of oil.

I doubt that oil would actually be useful in the Old Republic or the Empire, but energy more generally seems like something you’d always need. Tatooine has enormous flat desert plains and two suns, meaning that its potential to produce solar energy has to be huge. They couldn’t export the energy directly of course, but they could do so indirectly—the cheaper energy could allow them to build huge factories and produce starships at a fraction of the cost that other planets do. They could then sell these starships as exports and import water from planets where it is abundant like Naboo, instead of trying to produce their own water locally through those silly (and surely inefficient) moisture vaporators.

But Jabba likely has fought any efforts to invest in starship production, because it would require a more educated workforce that’s more likely to unionize and less likely to obey his every command. He probably has established a high tariff on water imports (or even banned them outright), so that he can maintain control by rationing the water supply. (Actually one thing I would have liked to see in the movies was Jabba being periodically doused by slaves with vats of expensive imported water. It would not only show an ostentatious display of wealth for a desert culture, but also serve the much more mundane function of keeping his sensitive gastropod skin from dangerously drying out. That’s why salt kills slugs, after all.) He also probably suppressed any attempt to establish new industries of any kind of Tatooine, fearing that with new industry could come a new balance of power.

The weirdest part to me is that the Old Republic didn’t do something about it. The Empire, okay, sure; they don’t much care about humanitarian concerns, so as long as Tatooine is paying its Imperial taxes and staying out of the Emperor’s way maybe he leaves them alone. But surely the Republic would care that this whole planet of millions if not billions of people is being oppressed by the Hutts? And surely the Republic Navy is more than a match for whatever pitiful military forces Jabba and his friends can muster, precisely because they haven’t established themselves as the shipbuilding capital of the galaxy? So why hasn’t the Republic deployed a fleet to Tatooine to unseat the Hutts and establish democracy? (It could be over pretty fast; we’ve seen that one good turbolaser can destroy Jabba’s hover-yacht—and it looks big enough to target from orbit.)

But then, we come full circle, back to the real world: Why hasn’t the US done the same thing in Zimbabwe? Would it not actually work? We sort of tried it in Libya—a lot of people died, and results are still pending I guess. But doesn’t it seem like we should be doing something?

So what can we actually do about sweatshops?

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JDN 2457489

(The topic of this post was chosen by a vote of my Patreons.) There seem to be two major camps on most political issues: One camp says “This is not a problem, stop worrying about it.” The other says “This is a huge problem, it must be fixed right away, and here’s the easy solution.” Typically neither of these things is true, and the correct answer is actually “This is a huge problem, well worth fixing—but we need to do a lot of work to figure out exactly how.”

Sweatshop labor is a very good example of this phenomenon.

Camp A is represented here by the American Enterprise Institute, which even goes as far as to defend child labor on the grounds that “we used to do it before”. (Note that we also used to do slavery before. Also protectionism, but of course AEI doesn’t think that was good. Who needs logical consistency when you have ideological purity?) The College Conservative uses ECON 101 to defend sweatshops, perhaps not realizing that economics courses continue past ECON 101.

Camp B is represented here by Buycott, telling us to buy “made in the USA” products and boycott all companies that use sweatshops. Other commonly listed strategies include buying used clothes (I mean, there may be some ecological benefits to this, but clearly not all clothes can be used clothes) and “buy union-made” which is next to impossible for most products. Also in this camp is LaborVoices, a Silicon Valley tech company that seems convinced they can somehow solve the problem of sweatshops by means of smartphone apps, because apparently Silicon Valley people believe that smartphones are magical and not, say, one type of product that performs services similar to many other pre-existing products but somewhat more efficiently. (This would also explain how Uber can say with a straight face that they are “revolutionary” when all they actually do is mediate unlicensed taxi services, and Airbnb is “innovative” because it makes it slightly more convenient to rent out rooms in your home.)

Of course I am in that third camp, people who realize that sweatshops—and exploitative labor practices in general—are a serious problem, but a very complex and challenging one that does not have any easy, obvious solutions.

One thing we absolutely cannot do is return to protectionism or get American consumers to only buy from American companies (a sort of “soft protectionism” by social construction). This would not only be inefficient for us—it would be devastating for people in Third World countries. Sweatshops typically provide substantially better living conditions than the alternatives available to their workers.

Yet this does not mean that sweatshops are morally acceptable or should simply be left alone, contrary to the assertions of many economists—most famously Benjamin Powell. Anyone who doubts this must immediately read “Wrongful Beneficence” by Chris Meyers; the mere fact that an act benefits someone –or even everyone—does not prove that the act was morally acceptable. If someone is starving to death and you offer them bread in exchange for doing whatever you want them to do for the next year, you are benefiting them, surely—but what you are doing is morally wrong. And this is basically what sweatshops are; they provide survival in exchange for exploitation.

It can be remarkably difficult to even tell which companies are using sweatshops—and this is by design. While in response to public pressure corporations often try to create the image of improving their labor standards, they seem quite averse to actually improving labor standards, and even more averse to establishing systems of enforcement to make those labor standards followed consistently. Almost no sweatshops are directly owned by the retailers whose products they make; instead there is a chain of outsourced vendors and distributors, a chain that creates diffusion of responsibility and plausible deniability. When international labor organizations do get the chance to investigate the labor conditions of factories operated by multinational corporations, they invariably find that regulations are more honored in the breach than the observance.

So, what would a long-run solution to sweatshops look like? In a word: Development. The only sustainable solution to oppressive labor conditions is a world where everyone is healthy enough, educated enough, and provided with enough resources that their productivity is at a First World level; furthermore it is a world where workers have enough bargaining power that they are actually paid according to that productivity. (The US has lately been finding out what happens if you do the former but not the latter—the result is that you generate an enormous amount of wealth, but it all ends up in the hands of the top 0.1%. Yet it is quite possible to do the latter, as Denmark has figured out, #ScandinaviaIsBetter.)

To achieve this, we need more factories in Third World countries, not fewer—more investment, not less. We need to buy more of China’s exports, hire more factory workers in Bangladesh.

But it’s not enough to provide incentives to build factories—we must also provide incentives to give workers at those factories more bargaining power.

To see how we can pull this off, I offer a case study of a (qualified) success: Nike.

In the 1990s, Nike’s subcontractors had some of the worst labor conditions in the shoe industry. Today, they actually have some of the best. How did that happen?

It began with people noticing a problem—activists and investigative journalists documented the abuses in Nike’s factories. They drew public attention, which undermined Nike’s efforts at mass advertising (which was basically their entire business model—their shoes aren’t actually especially good). They tried to clean up their image with obviously biased reports, which triggered a backlash. Finally Nike decides to actually do something about the problem, and actually becomes a founding member of the Fair Labor Association. They establish new labor standards, and they audit regularly to ensure that those standards are being complied with. Today they publish an annual corporate social responsibility report that actually appears to be quite transparent and accurate, showing both the substantial improvements that have been made and the remaining problems. Activist campaigns turned Nike around almost completely.

In short, consumer pressure led to private regulation. Many development economists are increasingly convinced that this is what we need—we must put pressure on corporations to regulate themselves.

The pressure is a key part of this process; Willem Buiter wasn’t wrong when he quipped that “self-regulation stands in relation to regulation the way self-importance stands in relation to importance and self-righteousness to righteousness.” For any regulation to work, it must have an enforcement mechanism; for private regulation to work, that enforcement mechanism comes from the consumers.

Yet even this is not enough, because there are too many incentives for corporations to lie and cheat if they only have to be responsive to consumers. It’s unreasonable to expect every consumer to take the time—let alone have the expertise—to perform extensive research on the supply chain of every corporation they buy a product from. I also think it’s unreasonable to expect most people to engage in community organizing or shareholder activism as Green America suggests, though it certainly wouldn’t hurt if some did. But there are just too many corporations to keep track of! Like it or not, we live in a globalized capitalist economy where you almost certainly buy from a hundred different corporations over the course of a year.

Instead we need governments to step up—and the obvious choice is the government of the United States, which remains the world’s economic and military hegemon. We should be pressuring our legislators to make new regulations on international trade that will raise labor standards around the globe.

Note that this undermines the most basic argument corporations use against improving their labor standards: “If we raise wages, we won’t be able to compete.” Not if we force everyone to raise wages, around the globe. “If it’s cheaper to build a factory in Indonesia, why shouldn’t we?” It won’t be cheaper, unless Indonesia actually has a real comparative advantage in producing that product. You won’t be able to artificially hold down your expenses by exploiting your workers—you’ll have to actually be more efficient in order to be more profitable, which is how capitalism is supposed to work.

There’s another argument we often hear that is more legitimate, which is that raising wages would also force corporations to raise prices. But as I discussed in a previous post on this subject, the amount by which prices would need to rise is remarkably small, and nowhere near large enough to justify panic about dangerous global inflation. Paying 10% or even 20% more for our products is well worth it to reduce the corruption and exploitation that abuses millions of people—a remarkable number of them children—around the globe. Also, it doesn’t take a mathematical savant to realize that if increasing wages by a factor of 10 only increases prices by 20%, workers will in fact be better off.

Where would all that extra money come from? Now we come to the real reason why corporations don’t want to raise their labor standards: It would come from profits. Right now profits are extraordinarily large, much larger than they have any right to be in a fair market. It was recently estimated that 74% of billionaire wealth comes from economic rent—that is to say, from deception, exploitation, and market manipulation, rather than actual productivity. (There’s a lot of uncertainty in this estimate; the true figure is probably somewhere between 50% and 90%—it’s almost certainly a majority, and could be the vast majority.) In fact, I really shouldn’t say “money”, which we can just print; what we really want to know is where the extra wealth would come from to give that money value. But by paying workers more, improving their standard of living, and creating more consumer demand, we would in fact dramatically increase the amount of real wealth in the world.

So, we need regulations to improve global labor standards. But we must first be clear: What should these regulations say?

First, we must rule out protectionist regulations that would give unfair advantages to companies that produce locally. These would only result in economic inefficiency at best, and trade wars throwing millions back into poverty at worst. (Some advantage makes sense to internalize the externalities of shipping, but really that should be created by a carbon tax, not by trade tariffs. It’s a lot more expensive and carbon-intensive to ship from Detroit to LA than from Detroit to Windsor, but the latter is the “international” trade.)

Second, we should not naively assume that every country should have the same minimum wage. (I am similarly skeptical of Hillary Clinton’s proposal to include people with severe mental or physical disabilities in the US federal minimum wage; I too am concerned about people with disabilities being exploited, but the fact is many people with severe disabilities really aren’t as productive, and it makes sense for wages to reflect that.) If we’re going to have minimum wages at all—basic income and wage subsidies both make a good deal more sense than a hard price floor; see also my earlier post on minimum wage—they should reflect the productivity and prices of the region. I applaud California and New York for adopting $15 minimum wages, but I’d be a bit skeptical of doing the same in Mississippi, and adamantly opposed to doing so in Bangladesh.

It may not even be reasonable to expect all countries to have the same safety standards; workers who are less skilled and in more dire poverty may rationally be willing to accept more risk to remain employed, rather than laid off because their employer could not afford to meet safety standards and still pay them a sufficient wage. For some safety standards this is ridiculous; making sufficiently many exits with doors that swing outward and maintaining smoke detectors are not expensive things to do. (And yet factories in Bangladesh often fail to meet such basic requirements, which kills hundreds of workers each year.) But other safety standards may be justifiably relaxed; OSHA compliance in the US costs about $70 billion per year, about $200 per person, which many countries simply couldn’t afford. (On the other hand, OSHA saves thousands of lives, does not increase unemployment, and may actually benefit employers when compared with the high cost of private injury lawsuits.) We should have expert economists perform careful cost-benefit analyses of proposed safety regulations to determine which ones are cost-effective at protecting workers and which ones are too expensive to be viable.

While we’re at it, these regulations should include environmental standards, or a global carbon tax that’s used to fund climate change mitigation efforts around the world. Here there isn’t much excuse for not being strict; pollution and environmental degradation harms the poor the most. Yes, we do need to consider the benefits of production that is polluting; but we have plenty of profit incentives for that already. Right now the balance is clearly tipped far too much in favor of more pollution than the optimum rather than less. Even relatively heavy-handed policies like total bans on offshore drilling and mountaintop removal might be in order; in general I’d prefer to tax rather than ban, but these activities are so enormously damaging that if the choice is between a ban and doing nothing, I’ll take the ban. (I’m less convinced of this with regard to fracking; yes, earthquakes and polluted groundwater are bad—but are they Saudi Arabia bad? Because buying more oil from Saudi Arabia is our leading alternative.)

It should go without saying (but unfortunately it doesn’t seem to) that our regulations must include an absolute zero-tolerance policy for forced labor. If we find out that a company is employing forced labor, they should have to not only free every single enslaved worker, but pay each one a million dollars (PPP 2005 chained CPI of course). If they can’t do that and they go bankrupt, good riddance; remind me to play them the world’s saddest song on the world’s tiniest violin. Of course, first we need to find out, which brings me to the most important point.

Above all, these regulations must be enforced. We could start with enforceable multilateral trade agreements, where tariff reductions are tied to human rights and labor standards. This is something the President of the United States could do, right now, as an addendum to the Trans-Pacific Partnership. (What he should have done is made the TPP contingent on this, but it’s too late for that.) Future trade agreements should include these as a matter of course.If countries want to reap the benefits of free trade, they must be held accountable for sharing those benefits equitably with their people.

But ultimately we should not depend upon multilateral agreements between nations—we need truly international standards with global enforcement. We should empower the International Labor Organization to enact sanctions and inspections (right now it mostly enacts suggestions which are promptly and dutifully ignored), and possibly even to arrest executives for trial at the International Criminal Court. We should double if not triple or quadruple their funding—and if member nations will not pay this voluntarily, we should make them—the United Nations should be empowered to collect taxes in support of global development, which should be progressive with per-capita GDP. Coercion, you say? National sovereignty, you say? Millions of starving little girls is my reply.

Right now, the ability of multinational corporations to move between countries to find the ones that let them pay the least have created a race to the floor; it’s time for us to raise that floor.

What can you yourself do, assuming you’re not a head of state? (If you are, I’m honored. Also, any openings on your staff?) Well, you can vote—and you can use that vote to put pressure on your legislators to support these kinds of polices. There are also some other direct actions you can take that I discussed in a previous post; but mainly what we need is policy. Consumer pressure and philanthropy are good, and by all means, don’t stop; but to really achieve global justice we will need nothing short of global governance.