Who are the job creators?

2014-10-252015-04-04 PNRJ core principles, public policy Ayn Rand, Blizzard, business cycle, credit crunch, debt deflation, demand, GM, job creator, John Boehner, John Galt, Krugman, Mitt Romney, Paul Ryan, shareholder value, Solow, wage rigidity

JDN 2456956 PDT 11:30.

For about 20 years now, conservatives have opposed any economic measures that might redistribute wealth from the rich as hurting “job creators” and thereby damaging the economy. This has become so common that the phrase “job creator” has become a euphemism for “rich person”; indeed, when Paul Ryan was asked to define “rich” he stumbled over himself and ended up with “job creators”. A few years ago, John Boehner gave a speech saying that ‘the job creators are on strike’. During his presidential campaign, Mitt Romney said Obama was ‘waging war on job creators’.

If you get the impression that the “job creator” narrative is used more often now than ever, you’re not imagining things; the term was used almost as many times in a single month of Obama’s presidency than it was in George W. Bush’s entire second term.

This narrative is not just wrong; it’s utterly ludicrous. The vision seems to be something like this: Out there somewhere, beyond the view of ordinary mortals, there lives a race of beings known as Job Creators. Ours is not to judge them, not to influence them; ours is only to appease them so that they might look upon us with favor and bestow upon us our much-needed Jobs. Without these Jobs, we will surely die, and so all other concerns are secondary: We must appease the Job Creators.

Businesses don’t create jobs because they feel like it, or because they love us, or because we have gone through the appropriate appeasement rituals. They don’t create jobs because their taxes are low or because they have extra money lying around. They create jobs because they see profit in it. They create jobs because the marginal revenue of hiring an additional worker exceeds the marginal cost.

And of course they’ll gladly destroy jobs for the exact same reasons; if they think the marginal cost exceeds the marginal revenue, out come the pink slips. If demand for the product has fallen, if the raw materials have become more expensive, or if new technology has allowed some of the labor to be cheaply automated, workers will be laid off in the interests of the company. In fact, sometimes it won’t even be in the interests of the company; corporate executives are lately in the habit of using layoffs and stock buybacks to artificially boost the value of their stock options so they can exercise them, pocket the money, and run away as the company comes crashing to the ground. Because of market deregulation and the ridiculous theory of “shareholder value” (as though shareholders are the only ones who matter!), our stock market has changed from a system of value creation to a system of value extraction.

What actually creates jobs? Demand. If the demand for their product exceeds the company’s capacity to produce it, they will hire more people in order to produce more of the product. The marginal revenue has to go up, or companies will have no reason to hire new workers. (The marginal cost could also go down, but then you get low-paying jobs, which isn’t really what we’re aiming for.) They will continue hiring more people up until the point at which it costs more to hire someone than they’d make from selling the products that person could make for them.

What if they don’t have enough money? They’ll borrow it. As long as they know they are going to make a profit from that worker, they will gladly borrow money in order to hire them. Indeed, corporations do this sort of thing all the time. If banks stop lending, that’s a big problem—it’s called a credit crunch—and it’s a major part of just about any financial crisis. But that isn’t because rich people don’t have enough money, it’s because our banking system is fundamentally defective and corrupt. Yes, fixing the banking system would create jobs in a number of different ways. (The biggest three I can think of: There would be more credit for real businesses to fund investment, more credit for individuals to increase demand, and labor effort that is currently wasted on useless financial speculation would be once again returned to real production.) But that’s not what Paul Ryan and his ilk are talking about—indeed, Paul Ryan seems to think that we should undo the meager reforms we’ve already made. Unless we fundamentally change the financial system, the way to create jobs would be to create demand.

And what decides demand? Well, a lot of things I suppose; preferences, technologies, cultural norms, fads, advertising, and so on. But when you’re looking at short-run changes like the business cycle, the driving factor in most cases is actually quite simple: How much money does the middle class have to spend? The middle class is where most of the consumer spending comes from, and if the middle class has money to spend we will buy products. If we don’t have money to spend—we’re out of work, or we have too much debt to pay—then we won’t buy products. It’s not that we suddenly stopped wanting products; the utility value of those products to us is unchanged. The problem is that we simply can’t afford them anymore. This is what happens in a recession: After some sort of shock to the economy, the middle class stops being able to spend, which reduces demand. That causes corporations to lay off workers, which creates unemployment, which reduces demand even further. To correct for the lost demand, prices are supposed to go down (deflation); but this doesn’t actually work, for two reasons.

First, people absolutely hate seeing their wages go down; even if there is a legitimate economic reason, people still have a sense that they are being exploited by their employers (and sometimes they are). This is called downward nominal wage rigidity.

Second, when prices go down, the real value of debt doesn’t go down; it goes up. Your loans are denominated in dollars, not apples; so reducing the price of apples means that you actually owe more apples than you did before. Since debt is usually one of the big things holding back spending by the middle class in the first place, deflation doesn’t correct the imbalance; it makes it worse. This is called debt deflation. Maybe we shouldn’t call it that, since the problem isn’t the prices, it’s the debt. In 2008, the first thing that happened wasn’t that prices in general went down, which is what we normally mean by “deflation”; it was that housing prices went down, and so suddenly people owed vastly more on their mortgages than they had before, and many of them couldn’t afford to pay. It wasn’t a drop in prices so much as a rise in the real value of debt. (I actually think one of the reasons there is no successful comprehensive theory of the cause of business cycles is that there isn’t a single comprehensive cause of business cycles. It’s usually some form of financial crisis followed by debt deflation—and these are the ones to be worried about, 1929 and 2008—but that isn’t always what happens. In 2001, we actually had an unanticipated negative real economic shock—the 9/11 attacks. In 1973 we had a different kind of real economic shock when OPEC raised oil prices at the same time as the US hit peak oil. We should probably be distinguishing between financial recession and real recession.)

Notice how in this entire discussion of what drives aggregate demand, I have never mentioned rich people getting free money; I haven’t even mentioned tax rates. If you have the simplistic view “taxes are bad” (or the totally insane, yet still common, view “taxation is slavery”), then you’re going to look for excuses to lower taxes whenever you can. If you specifically love rich people more than poor people, you’re going to look for excuses to lower taxes on the rich and raise them on the poor (and there is really no other way to interpret Mitt Romney’s infamous “47%” comments). But none of this has anything to do with aggregate demand and job creation. It is pure ideology and has no basis in economics.

Indeed, there’s little reason to think that a tax on corporate profits or capital income would change hiring decisions at all. When we talk about the potential distortions of income taxes, we really have to be talking about labor income, because labor can actually be disincentivized. Say you’re making $15 an hour and not paying any taxes, but your tax rate is suddenly raised to 40%. You can see that after taxes your real wage is now only $9, and maybe you’ll decide that it’s just not worth it to work those hours. This is because you pay a real cost to work—it’s hard, it’s stressful, it’s frustrating, it takes up time.

Capital income can’t be disincentivized. You can have relative incentives, if you tax certain kinds of capital more than others. But if you tax all capital income at the same rate, the incentives remain exactly as they were before: Seek the highest return on investment. Your only costs were financial, and your only benefits are financial. Yes, you’ll be unhappy that your after-tax return on investment has gone down; but it won’t change your investment decisions. If you previously had the choice between investment A yielding 5% return and investment B yielding a 10% return, you’d choose B. Now you pay a 40% tax on capital income; you now have a choice between a 3% real return on A and a 6% real return on B—you’re still going to choose B. That’s probably why high marginal tax rates on income don’t reduce job growth—because most high incomes are capital incomes of one form or another; even when a CEO reports ordinary income it’s really a due to profits and stock options, it’s not like he was paid a wage for work he did.

To be fair, it does get more complicated when you include borrowing and interest rates (now you have the option of lending your money at interest or borrowing more from someone else, which may be taxed differently), and because it’s so easy to move money across borders you can have a relative incentive even when tax rates within a given nation are all the same. Don’t take this literally as saying that you can do whatever you want with taxes on capital income. But in fact you can do quite a lot, because you can change the real rate of return and have no incentive effect as long as you don’t change the relative rate of return. That’s different from wages, for which the real value of the wage can have a direct effect on employers and employees. (The only way to have the same effect on workers would be to somehow lower the real cost of working—make working easier or more fun—which actually sounds like a great idea if you can do it.) The people who are constantly telling us that workers need to tighten their belts but we mustn’t dare tax the “job creators” have the whole situation exactly backwards.

There’s something else I should bring up as well. In everything I’ve said above, I have taken as given the assumption that we need jobs. For many people, probably most Americans in fact, this is an unquestioned assumption, seemingly so obvious as to be self-evident; of course we need jobs, right? But no, actually, we don’t; what we need is production and distribution of wealth. We need to make food and clothing and houses—those are truly basic needs. We could even say we “need” (or at least want) to make televisions and computers and cars. As individuals and as a society we benefit from having these goods. And in our present capitalist economy, the way that we produce and distribute goods is through a system of jobs—you are paid to make goods, and then you can use that money to buy other goods. Don’t get me wrong; this system works pretty well, and for the most part I want to make small adjustments and reforms around the edges rather than throw the whole thing out. Thus far, other systems have not worked as well; when we have attempted to centrally plan production and distribution, the best-case scenario has been inefficiency and the worst-case scenario has been mass starvation.

But we should also be open to the possibility of other systems that are better than capitalism. We should be open to the possibility of a culture like, well, The Culture (and if you haven’t read any Iain Banks novels you should; I’d probably start with Player of Games), in which artificial intelligence and automation allows central planning to finally achieve efficient production and distribution. We should be open to the possibility of a culture like the Federation (and don’t tell me you haven’t seen Star Trek!), in which resources are so plentiful that anyone can have whatever they want, and people work not because they have to, but because they want to—it gives them meaning and purpose in their lives. Fanciful? Perhaps. But lightspeed worldwide communication and landing robots on other planets would have seemed pretty fanciful a century ago.
Capitalism is really an Industrial Era system. It was designed in, and for, a world in which the most important determinants of production are machines, raw materials, and labor hours. But we don’t live in that world anymore. The most important determinants of production are now ideas; software, research, patents, copyrights. Microsoft, Google, and Amazon don’t make things at all, they make ideas; Sony, IBM, Apple, and Toshiba make things, but those things are primarily for the production and dissemination of ideas. Ideas are just as valuable as things—if not more so—but they obey different rules.

Capitalism was designed for a world of rival, excludable goods with increasing marginal cost. Rival, meaning that if one person has it, someone else can’t have it anymore. We speak of piracy as “stealing”, but that’s totally wrong; if you steal something I have, I don’t have it anymore. If you pirate something I have, I still have it. If I gave you my computer, I wouldn’t have it anymore; but I can give you the ideas in this blog post and then we’ll both have them. Excludable, meaning that there is a way to prevent someone else from getting it if you don’t want them to. And increasing marginal cost, meaning that the more you make, the more it costs to make each one. Under these conditions, you get a very nice equilibrium that is efficient under competition.

But ideas are nonrival, they have nearly zero marginal cost, and we are increasingly finding that they aren’t even very excludable; DRM is astonishingly ineffective. Under these conditions, your nice efficient equilibrium completely evaporates. There can be many different equilibria, or no equilibrium at all; and the results are almost always inefficient. We have shoehorned capitalism onto an economy that it was not designed to deal with. Capitalism was designed for the Industrial Era; but we are now in the Information Era.

Indeed, you can see this in all our neoclassical growth models: K is physical capital—machines—and L is labor, and sometimes it is augmented with N—natural resources. But these typically only explain about 50% of the variation in economic output, so we add an extra term, A, which goes by many names: “productivity”, “efficiency”, “technology”; I think the most informative one is actually “the Solow residual”. It’s the residual; it’s the part we can’t explain, dare I say, the part capitalism isn’t designed to explain. It is, in short, made of ideas. One of my thesis papers is actually about this “total factor productivity”, and how a major component of it is made up of one class of ideas in particular: Corruption. Corruption isn’t a thing, some object in space. It’s a cultural norm, a systemic idea that permeates the thoughts and actions of the whole society. It affects what we do, whom we trust, how the rules are made, and how well we follow those rules. You can even think of capitalism as an idea, a system, a culture—and a good part of “productivity” can be accounted for by “market orientation”, which is to say how capitalist a nation is. I would like to see someday a new model that actually includes these factors as terms in the equation, instead of throwing them all together in the mysterious A that we don’t understand.

With this in mind, we should be asking ourselves whether we need jobs at all, because jobs are a system designed for the production of physical goods in the Industrial Era. Now that we live in the Information Era and most of our production is in the form of ideas, do we still need jobs? Does everyone need a job? If you’re trying to make cars for a million people, it may not take a million people to do it, but it’s going to take thousands. But if you’re trying to design a car for a million people, or make a computer game about cars for a million people to play, that can be done with a lot fewer people. Ideas can be made by a few and then disseminated to the world. General Motors has 200,000 employees (and used to have about twice as many in the 1970s); Blizzard Entertainment has less than 5,000. It’s not because they produce for fewer people; GM sells about 3 million cars a year, and Starcraft sold over 11 million copies. Starcraft came out in 1998, so I added up how many cars GM sold in the US since 1998: 61 million. That’s still 3.28 employees per thousand cars sold, but only 0.45 employees per thousand computer games sold.

Still, I don’t have a detailed account of what this new jobless economic system might look like. For now, it’s probably best if people have jobs. But if we really want to create jobs, we need to increase aggregate demand. That most likely means either reducing debt or giving more money to consumers. It certainly doesn’t have anything to do with tax cuts for the rich.

And really, this is pretty obvious; if you stop and think for a minute about why businesses create jobs, you realize that it has to do with demand for products, not how nice the government treats them or how much extra cash they have laying around. I actually have trouble believing that the people who say “job creators” unironically actually believe the words they are saying. Do they honestly think that rich people create jobs out of sheer brilliance and benevolence, but are constrained by how much money they have and “go on strike” if the government doesn’t kowtow to them?

The only way I can see that they could actually believe this sort of thing would be if they read so much Ayn Rand that it totally infested their brains and rendered them incapable of thinking outside that framework. Perhaps Krugman is right, and Rand Paul really does believe that he is John Galt. Maybe they really do honestly believe that this is how economics works—in which case it’s no wonder that our economy is in trouble. Indeed, the marvel is that it works at all.

Should we raise the minimum wage?

2014-10-182015-04-04 PNRJ public policy basic income, Chris Rock, employment, inflation, Jon Stewart, Krugman, Laffer Curve, market power, minimum wage, monopoly, monopsony, poverty, price floor, Robert Reich, unemployment, wage

JDN 2456949 PDT 10:22.

The minimum wage is an economic issue that most people are familiar with; a large portion of the population has worked for minimum wage at some point in their lives, and those who haven’t generally know someone who has. As Chris Rock famously remarked (in the recording, Chris Rock, as usual, uses some foul language), “You know what that means when they pay you minimum wage? You know what they’re trying to tell you? It’s like, ‘Hey, if I could pay you less, I would; but it’s against the law.’ ”

The minimum wage was last raised in 2009, but adjusted for inflation its real value has been trending downward since 1968. The dollar values are going up, but not fast enough to keep up with inflation.

So, should we raise it again? How much? Should we just match it to inflation, or actually raise it higher in real terms? Productivity (in terms of GDP per worker) has more than doubled since 1968, so perhaps the minimum wage should double as well?

There are two major sides in this debate, and I basically disagree with both of them.

The first is the right-wing view (here espoused by the self-avowed “Objectivist” Don Watkins) that the minimum wage should be abolished entirely because it is an arbitrary price floor that prevents workers from selling their labor at whatever wage the market will bear. He argues that the free market is the only way the value of labor should be assessed and the government has no business getting involved.

On the other end of the spectrum we have Robert Reich, who thinks we should definitely raise the minimum wage and it would be the best way to lift workers out of poverty. He argues that by providing minimum-wage workers with welfare and Medicaid, we are effectively subsidizing employers to pay lower wages. While I sympathize a good deal more with this view, I still don’t think it’s quite right.

Why not? Because Watkins is right about one thing: The minimum wage is, in fact, an arbitrary price floor. Out of all the possible wages that an employer could pay, how did we decide that this one should be the lowest? And the same applies to everyone, no matter who they are or what sort of work they do?

What Watkins gets wrong—and Reich gets right—is that wages are not actually set in a free and competitive market. Large corporations have market power; they can influence wages and prices to their own advantage. They use monopoly power to raise prices, and its inverse, monopsony power, to lower wages. The workers who are making a minimum wage of $7.25 wouldn’t necessarily make $7.25 in a competitive market; they could make more than that. All we know, actually, is that they would make at least this much, because if a worker’s marginal productivity is below the minimum wage the corporation simply wouldn’t have hired them.

Monopsony power doesn’t just lower wages; it also reduces employment. One of the ways that corporations can control wages is by controlling hiring; if they tried to hire more people, they’d have to offer a higher wage, so instead they hire fewer people. Under these circumstances, a higher minimum wage can actually create jobs, as Reich argues it will. And in this particular case I think he’s right about that, because corporations have enormous market power to hold wages down and in the Second Depression we have a huge amount of unused productive capacity. But this isn’t true in general. If markets are competitive, then raising minimum wage just causes unemployment. Even when corporations have market power, if there isn’t much unused capacity then raising minimum wage will just lead them to raise prices instead of hiring more workers.

Reich is also wrong about this idea that welfare payments subsidize low wages. On the contrary, the stronger your welfare system, the higher your wages will be. The reason is quite simple: A stronger welfare system gives workers more bargaining power. If not getting this job means you turn to prostitution or starve to death, then you’re going to take just about any wage they offer you. (I don’t entirely agree with Krugman’s defense of sweatshops—I believe there are ways to increase trade without allowing oppressive working conditions—but he makes this point quite vividly.) On the other hand, if you live in the US with a moderate welfare system, you can sometimes afford to say no; you might end up broke or worse, homeless, but you’re unlikely to starve to death because at least you have food stamps. And in a nation with a really robust welfare system like Sweden, you can walk away from any employer who offers to pay you less than your labor is worth, because you know that even if you can’t find a job for awhile your basic livelihood will be protected. As a result, stronger welfare programs make labor markets more competitive and raise wages. Welfare and Medicaid do not subsidize low-wage employers; they exert pressure on employers to raise their low wages. Indeed, a sufficiently strong welfare system could render minimum wage redundant, as I’ll get back to at the end of this post.

Of course, I am above all an empiricist; all theory must bow down before the data. So what does the data say? Does raising the minimum wage create jobs or destroy jobs? Our best answer from compiling various studies is… neither. Moderate increases in the minimum wage have no discernible effect on employment. In some studies we’ve found increases, in others decreases, but the overall average effect across many studies is indistinguishable from zero.

Of course, a sufficiently large increase is going to decrease employment; a Fox News reporter once famously asked: “Why not raise the minimum wage to $100,000 an hour!?” (which Jon Stewart aptly satirized as “Why not pay people in cocaine and unicorns!?”) Yes, raising the minimum wage to $100,000 an hour would create massive inflation and unemployment. But that really says nothing about whether raising the minimum wage to $10 or $20 would be a good idea. Covering your car with 4000 gallons of gasoline is a bad idea, but filling it with 10 gallons is generally necessary for its proper functioning.

This kind of argument is actually pretty common among Republicans, come to think of it. Take the Laffer Curve, for instance; it’s basically saying that since a 99% tax on everyone would damage the economy (which is obviously true) then a 40% tax specifically on millionaires must have the same effect. Another good one is Rush Limbaugh’s argument that if unemployment benefits are good, why not just put everyone on unemployment benefits? Well, again, because there’s a difference between doing something for some people sometimes and doing it for everyone all the time. There are these things called numbers; they measure whether something is bigger or smaller instead of just “there” or “not there”. You might want to learn about that.

Since moderate increases in minimum wage have no effect on unemployment, and we are currently under conditions of extremely low—in fact, dangerously low—inflation, then I think on balance we should go with Reich: Raising the minimum wage would do more good than harm.

But in general, is minimum wage the best way to help workers out of poverty? No, I don’t think it is. It’s awkward and heavy-handed; it involves trying to figure out what the optimal wage should be and writing it down in legislation, instead of regulating markets so that they will naturally seek that optimal level and respond to changes in circumstances. It only helps workers at the very bottom: Someone making $12 an hour is hardly rich, but they won’t benefit from increasing minimum wage to $10; in fact they might be worse off, if that increase triggers inflation that lowers the real value of their $12 wage.

What do I propose instead? A basic income. There should be a cash payment that every adult citizen receives, once a month, directly from the government—no questions asked. You don’t have to be unemployed, you don’t have to be disabled, you don’t have to be looking for work. You don’t have to spend it on anything in particular; you can use it for food, for housing, for transportation; or if you like you can use it for entertainment or save it for a rainy day. We don’t keep track of what you do with it, because it’s your own freedom and none of our business. We just give you this money as your dividends for being a shareholder in the United States of America.

This would be extremely easy to implement—the IRS already has all the necessary infrastructure, they just need to turn some minus signs into plus signs. We could remove all the bureaucracy involved in administering TANF and SNAP and Medicaid, because there’s no longer any reason to keep track of who is in poverty since nobody is. We could in fact fold the $500 billion a year we currently spend on means-tested programs into the basic income itself. We could pull another $300 billion from defense spending while still solidly retaining the world’s most powerful military.

Which brings me to the next point: How much would this cost? Probably less than you think. I propose indexing the basic income to the poverty line for households of 2 or more; since currently a household of 2 or more at the poverty line makes $15,730 per year, the basic income would be $7,865 per person per year. The total cost of giving that amount to each of the 243 million adults in the United States would be $1.9 trillion, or about 12% of our GDP. If we fold in the means-tested programs, that lowers the net cost to $1.4 trillion, 9% of GDP. This means that an additional flat tax of 9% would be enough to cover the entire amount, even if we don’t cut any other government spending.

If you use a progressive tax system like I recommended a couple of posts ago, you could raise this much with a tax on less than 5% of utility, which means that someone making the median income of $30,000 would only pay 5.3% more than they presently do. At the mean income of $50,000, you’d only pay 7.7%. And keep in mind that you are also receiving the additional $7,865; so in fact in both cases you actually end up with more than you had before the basic income was implemented. The break-even point is at about $80,000, where you pay an extra 9.9% ($7,920) and receive $7,865, so your after-tax income is now $79,945. Anyone making less than $80,000 per year actually gains from this deal; the only people who pay more than they receive are those who make more than $80,000. This is about the average income of someone in the fourth quintile (the range where 60% to 80% of the population is below you), so this means that roughly 70% of Americans would benefit from this program.

With this system in place, we wouldn’t need a minimum wage. Working full-time at our current minimum wage makes you $7.25*40*52 = $15,080 per year. If you are a single person, you’re getting $7,865 from the basic income, this means that you’ll still have more than you presently do as long as your employer pays you at least $3.47 per hour. And if they don’t? Well then you can just quit, knowing that at least you have that $7,865. If you’re married, it’s even better; the two of you already get $15,730 from the basic income. If you were previously raising a family working full-time on minimum wage while your spouse is unemployed, guess what: You actually will make more money after the policy no matter what wage your employer pays you.

This system can adapt to changes in the market, because it is indexed to the poverty level (which is indexed to inflation), and also because it doesn’t say anything about what wage an employer pays. They can pay as little or as much as the market will bear; but the market is going to bear more, because workers can afford to quit. Billionaires are going to hate this plan, because it raises their taxes (by about 40%) and makes it harder for them to exploit workers. But for 70% of Americans, this plan is a pretty good deal.

What are the limits to growth?

2014-10-112015-04-04 PNRJ core principles China, climate, depletion, deuterium, energy, environment, fission, fusion, growth, Jay Forrester, Korea, Krugman, Malthus, Mark Buchanan, natural resources, oil, oil subsidies, solar power

JDN 2456941 PDT 12:25.

Paul Krugman recently wrote a column about the “limits to growth” community, and as usual, it’s good stuff; his example of how steamships substituted more ships for less fuel is quite compelling. But there’s a much stronger argument to made against “limits to growth”, and I thought I’d make it here.

The basic idea, most famously propounded by Jay Forrester but still with many proponents today (and actually owing quite a bit to Thomas Malthus), is this: There’s only so much stuff in the world. If we keep adding more people and trying to give people higher standards of living, we’re going to exhaust all the stuff, and then we’ll be in big trouble.

This argument seems intuitively reasonable, but turns out to be economically naïve. It can take several specific forms, from the basically reasonable to the utterly ridiculous. On the former end is “peak oil”, the point at which we reach a maximum rate of oil extraction. We’re actually past that point in most places, and it won’t be long before the whole world crosses that line. So yes, we really are running out of oil, and we need to transition to other fuels as quickly as possible. On the latter end is the original Mathusian argument (we now have much more food per person worldwide than they did in Malthus’s time—that’s why ending world hunger is a realistic option now), and, sadly, the argument Mark Buchanan made a few days ago. No, you don’t always need more energy to produce more economic output—as Krugman’s example cleverly demonstrates. You can use other methods to improve your energy efficiency, and that doesn’t necessarily require new technology.

Here’s the part that Krugman missed: Even if we need more energy, there’s plenty of room at the top. The total amount of sunlight that hits the Earth is about 1.3 kW/m^2, and the Earth has a surface area of about 500 million km^2, which is 5e14 m^2. That means that if we could somehow capture all the sunlight that hits the Earth, we’d have 6.5e17 W, which is 5.7e18 kilowatt-hours per year. Total world energy consumption is about 140,000 terawatt-hours per year, which is 1.4e14 kilowatt-hours per year. That means we could increase energy consumption by a factor of one thousand just using Earth-based solar power (Covering the oceans with synthetic algae? A fleet of high-altitude balloons covered in high-efficiency solar panels?). That’s not including fission power, which is already economically efficient, or fusion power, which has passed break-even and may soon become economically feasible as well. Fusion power is only limited by the size of your reactor and your quantity of deuterium, and deuterium is found in ocean water (about 33 milligrams per liter), not to mention permeating all of outer space. If we can figure out how to fuse ordinary hydrogen, well now our fuel is literally the most abundant substance in the universe.

And what if we move beyond the Earth? What if we somehow captured not just the solar energy that hits the Earth, but the totality of solar energy that the Sun itself releases? That figure is about 1e31 joules per day, which is 1e27 kilowatt-hours per day, or seven trillion times as much energy as we currently consume. It is literally enough to annihilate entire planets, which the Sun would certainly do if you put a planet near enough to it. A theoretical construct to capture all this energy is called a Dyson Sphere, and the ability to construct one officially makes you a Type 2 Kardashev Civilization. (We currently stand at about Type 0.7. Building that worldwide solar network would raise us to Type 1.)

Can we actually capture all that energy with our current technology? Of course not. Indeed, we probably won’t have that technology for centuries if not millennia. But if your claim—as Mark Buchanan’s was—is about fundamental physical limits, then you should be talking about Dyson Spheres. If you’re not, then we are really talking about practical economic limits.

Are there practical economic limits to growth? Of course there are; indeed, they are what actually constrains growth in the real world. That’s why the US can’t grow above 2% and China won’t be growing at 7% much longer. (I am rather disturbed by the fact that many of the Chinese nationals I know don’t appreciate this; they seem to believe the propaganda that this rapid growth is something fundamentally better about the Chinese system, rather than the simple economic fact that it’s easier to grow rapidly when you are starting very small. I had a conversation with a man the other day who honestly seemed to think that Macau could sustain its 12% annual GDP growth—driven by gambling, no less! Zero real productivity!—into the indefinite future. Don’t get me wrong, I’m thrilled that China is growing so fast and lifting so many people out of poverty. But no remotely credible economist believes they can sustain this growth forever. The best-case scenario is to follow the pattern of Korea, rising from Third World to First World status in a few generations. Korea grew astonishingly fast from about 1950 to 1990, but now that they’ve made it, their growth rate is only 3%.)

There is also a reasonable argument to be made about the economic tradeoffs involved in fighting climate change and natural resource depletion. While the people of Brazil may like to have more firewood and space for farming, the fact is the rest of need that Amazon in order to breathe. While any given fisherman may be rational in the amount of fish he catches, worldwide we are running out of fish. And while we Americans may love our low gas prices (and become furious when they rise even slightly), the fact is, our oil subsidies are costing hundreds of billions of dollars and endangering millions of lives.

We may in fact have to bear some short-term cost in economic output in order to ensure long-term environmental sustainability (though to return to Krugman, that cost may be a lot less than many people think!). Economic growth does slow down as you reach high standards of living, and it may even continue to slow down as technology begins to reach diminishing returns (though this is much harder to forecast). So yes, in that sense there are limits to growth. But the really fundamental limits aren’t something we have to worry about for at least a thousand years. Right now, it’s just a question of good economic policy.

The moral—and economic—case for progressive taxation

2014-10-042015-05-09 PNRJ public policy, Top 10 things to know about economics Bill Gates, cognitive, Easterlin, flat tax, happiness, income effect, inequality, marginal utility, Piketty, progressive, regressive, substitution effect, taxation, utility, wealth

JDN 2456935 PDT 09:44.

Broadly speaking, there are three ways a tax system can be arranged: It can be flat, in which every person pays the same tax rate; it can be regressive, in which people with higher incomes pay lower rates; or it can be progressive, in which case people with higher incomes pay higher rates.

There are certain benefits to a flat tax: Above all, it’s extremely easy to calculate. It’s easy to determine how much revenue a given tax rate will raise; multiply the rate times your GDP. It’s also easy to determine how much a given person should owe; multiply the rate times their income. This also makes the tax withholding process much easier; a fixed proportion can be withheld from all income everyone makes without worrying about how much they made before or are expected to make later. If your goal is minimal bureaucracy, a flat tax does have something to be said for it.

A regressive tax, on the other hand, is just as complicated as a progressive tax but has none of the benefits. It’s unfair because you’re actually taking more from people who can afford the least. (Note that this is true even if the rich actually pay a higher total; the key point, which I will explain in detail shortly, is that a dollar is worth more to you if you don’t have very many.) There is basically no reason you would ever want to have a regressive tax system—and yet, all US states have regressive tax systems. This is mainly because they rely upon sales taxes, which are regressive because rich people spend a smaller portion of what they have. If you make $10,000 per year, you probably spend $9,500 (you may even spend $15,000 and rack up the difference in debt!). If you make $50,000, you probably spend $40,000. But if you make $10 million, you probably only spend $4 million. Since sales taxes only tax on what you spend, the rich effectively pay a lower rate. This could be corrected to some extent by raising the sales tax on luxury goods—say a 20% rate on wine and a 50% rate on yachts—but this is awkward and very few states even try. Not even my beloved California; they fear drawing the ire of wineries and Silicon Valley.

The best option is to make the tax system progressive. Thomas Piketty has been called a “Communist” for favoring strongly progressive taxation, but in fact most Americans—including Republicans—agree that our tax system should be progressive. (Most Americans also favor cutting the Department of Defense rather than Medicare. This then raises the question: Why isn’t Congress doing that? Why aren’t people voting in representatives to Congress who will do that?) Most people judge whether taxes are fair based on what they themselves pay—which is why, in surveys, the marginal rate on the top 1% is basically unrelated to whether people think taxes are too high, even though that one bracket is the critical decision in deciding any tax system—you can raise about 20% of your revenue by hurting about 1% of your people. In a typical sample of 1,000 respondents, only about 10 are in the top 1%. If you want to run for Congress, the implication is clear: Cut taxes on all but the top 1%, raise them enormously on the top 0.1%, 0.01%, and 0.001%, and leave the 1% the same. People will feel that you’ve made the taxes more fair, and you’ve also raised more revenue. In other words, make the tax system more progressive.

The good news on this front is that the US federal tax system is progressive—barely. Actually the US tax system is especially progressive over the whole distribution—by some measures the most progressive in the world—but the problem is that it’s not nearly progressive enough at the very top, where the real money is. The usual measure based on our Gini coefficient ignores the fact that Warren Buffett pays a lower rate than his secretary. The Gini is based on population, and billionaires are a tiny portion of the population—but they are not a tiny portion of the money. Net wealth of the 400 richest people (the top 0.0001%) adds up to about $2 trillion (13% of our $15 trillion GDP, or about 4% of our $54 trillion net wealth). It also matters of course how you spend your tax revenue; even though Sweden’s tax system is no more progressive than ours and their pre-tax inequality is about the same, their spending is much more targeted at reducing inequality.

Progressive taxation is inherently more fair, because the value of a dollar decreases the more you have. We call this diminishing marginal utility of wealth. There is a debate within the cognitive economics literature about just how quickly the marginal utility of wealth decreases. On the low end, Easterlin argues that it drops off extremely fast, becoming almost negligible as low as $75,000 per year. This paper is on the high end, arguing that marginal utility decreases “only” as the logarithm of how much you have. That’s what I’ll use in this post, because it’s the most conservative reasonable estimate. I actually think the truth is somewhere in between, with marginal utility decreasing about exponentially.

Logarithms are also really easy to work with, once you get used to them. So let’s say that the amount of happiness (utility) U you get from an amount of income I is like this: U = ln(I)

Now let’s suppose the IRS comes along and taxes your money at a rate r. We must have r < 1, or otherwise they’re trying to take money you don’t have. We don’t need to have r > 0; r < 0 would just mean that you receive more in transfers than you lose in taxes. For the poor we should have r < 0.

Now your happiness is U = ln((1-r)I).

By the magic of logarithms, this is U = ln(I) + ln(1-r).

If r is between 0 and 1, ln(1-r) is negative and you’re losing happiness. (If r < 0, you’re gaining happiness.) The amount of happiness you lose, ln(1-r), is independent of your income. So if your goal is to take a fixed amount of happiness, you should tax at a fixed rate of income—a flat tax.

But that really isn’t fair, is it? If I’m getting 100 utilons of happiness from my money and you’re only getting 2 utilons from your money, then taking that 1 utilon, while it hurts the same—that’s the whole point of utility—leaves you an awful lot worse off than I. It actually makes the ratio between us worse, going from 50 to 1, all the way up to 99 to 1.

Notice how if we had a regressive tax, it would be obviously unfair—we’d actually take more utility from poor people than rich people. I have 100 utilons, you have 2 utilons; the taxes take 1.5 of yours but only 0.5 of mine. That seems frankly outrageous; but it’s what all US states have.

Most of the money you have is ultimately dependent on your society. Let’s say you own a business and made your wealth selling products; it seems like you deserve to have that wealth, doesn’t it? (Don’t get me started on people who inherited their wealth!) Well, in order to do that, you need to have strong institutions of civil government; you need security against invasion; you need protection of property rights and control of crime; you need a customer base who can afford your products (that’s our problem in the Second Depression); you need workers who are healthy and skilled; you need a financial system that provides reliable credit (also a problem). I’m having trouble finding any good research on exactly what proportion of individual wealth is dependent upon the surrounding society, but let’s just say Bill Gates wouldn’t be spending billions fighting malaria in villages in Ghana if he had been born in a village in Ghana. It doesn’t matter how brilliant or determined or hard-working you are, if you live in a society that can’t support economic activity.

In other words, society is giving you a lot of happiness you wouldn’t otherwise have. Because of this, it makes sense that in order to pay for all that stuff society is doing for you (and maintain a stable monetary system), they would tax you according to how much happiness they’re giving you. Hence we shouldn’t tax your money at a constant rate; we should tax your utility at a constant rate and then convert back to money. This defines a new sort of “tax rate” which I’ll call p. Like our tax rate r, p needs to be less than 1, but it doesn’t need to be greater than 0.

Of the U = ln(I) utility you get from your money, you will get to keep U = (1-p) ln(I). Say it’s 10%; then if I have 100 utilons, they take 10 utilons and leave me with 90. If you have 2 utilons, they take 0.2 and leave you with 1.8. The ratio between us remains the same: 50 to 1.

What does this mean for the actual tax rate? It has to be progressive. Very progressive, as a matter of fact. And in particular, progressive all the way up—there is no maximum tax bracket.

The amount of money you had before is just I.

The amount of money you have now can be found as the amount of money I’ that gives you the right amount of utility. U = ln(I’) = (1-p) ln(I). Take the exponential of both sides: I’ = I^(1-p).

The units on this are a bit weird, “dollars to the 0.8 power”? Oddly, this rarely seems to bother economists when they use Cobb-Douglas functions which are like K^(1/3) L^(2/3). It bothers me though; to really make this tax system in practice you’d need to fix the units of measurement, probably using some subsistence level. Say that’s set at $10,000; instead of saying you make $2 million, we’d say you make 200 subsistence levels.

The tax rate you pay is then r = 1 – I’/I, which is r = 1 – I^-p. As I increases, I^-p decreases, so r gets closer and closer to 1. It never actually hits 1 (that would be a 100% tax rate, which hardly anyone thinks is fair), but for very large income is does get quite close.

Here, let’s use some actual numbers. Suppose as I said we make the subsistence level $10,000. Let’s also set p = 0.1, meaning we tax 10% of your utility. Then, if you make the US median individual income, that’s about $30,000 which would be I = 3. US per-capita GDP of $55,000 would be I = 5.5, and so on. I’ll ignore incomes below the subsistence level for now—basically what you want to do there is establish a basic income so that nobody is below the subsistence level.

I made a table of tax rates and after-tax incomes that would result:

Pre-tax income	Tax rate	After-tax income
$10,000	0.0%	$10,000
$20,000	6.7%	$18,661
$30,000	10.4%	$26,879
$40,000	12.9%	$34,822
$50,000	14.9%	$42,567
$60,000	16.4%	$50,158
$70,000	17.7%	$57,622
$80,000	18.8%	$64,980
$90,000	19.7%	$72,247
$100,000	20.6%	$79,433
$1,000,000	36.9%	$630,957
$10,000,000	49.9%	$5,011,872
$100,000,000	60.2%	$39,810,717
$1,000,000,000	68.4%	$316,227,766

What if that’s not enough revenue? We could raise to p = 0.2:

Pre-tax income	Tax rate	After-tax income
$10,000	0.0%	$10,000
$20,000	12.9%	$17,411
$30,000	19.7%	$24,082
$40,000	24.2%	$30,314
$50,000	27.5%	$36,239
$60,000	30.1%	$41,930
$70,000	32.2%	$47,433
$80,000	34.0%	$52,780
$90,000	35.6%	$57,995
$100,000	36.9%	$63,096
$1,000,000	60.2%	$398,107
$10,000,000	74.9%	$2,511,886
$100,000,000	84.2%	$15,848,932
$1,000,000,000	90.0%	$100,000,000

The richest 400 people in the US have a combined net wealth of about $2.2 trillion. If we assume that billionaires make about a 10% return on their net wealth, this 90% rate would raise over $200 billion just from those 400 billionaires alone, enough to pay all interest on the national debt. Let me say that again: This tax system would raise enough money from a group of people who could fit in a large lecture hall to provide for servicing the national debt. And it could do so indefinitely, because we are only taxing the interest, not the principal.

And what if that’s still not enough? We could raise it even further, to p = 0.3. Now the tax rates look a bit high for most people, but not absurdly so—and notice how the person at the poverty line is still paying nothing, as it should be. The millionaire is unhappy with 75%, but the billionaire is really unhappy with his 97% rate. But the government now has plenty of money.

Pre-tax income	Tax rate	After-tax income
$10,000	0.0%	$10,000
$20,000	18.8%	$16,245
$30,000	28.1%	$21,577
$40,000	34.0%	$26,390
$50,000	38.3%	$30,852
$60,000	41.6%	$35,051
$70,000	44.2%	$39,045
$80,000	46.4%	$42,871
$90,000	48.3%	$46,555
$100,000	49.9%	$50,119
$1,000,000	74.9%	$251,189
$10,000,000	87.4%	$1,258,925
$100,000,000	93.7%	$6,309,573
$1,000,000,000	96.8%	$31,622,777

Is it fair to tax the super-rich at such extreme rates? Well, why wouldn’t it be? They are living fabulously well, and most of their opportunity to do so is dependent upon living in our society. It’s actually not at all unreasonable to think that over 97% of the wealth a billionaire has is dependent upon society in this way—indeed, I think it’s unreasonable to imagine that it’s any less than 99.9%. If you say that the portion a billionaire receives from society is less than 99.9%, you are claiming that it is possible to become a millionaire while living on a desert island. (Remember, 0.1% of $1 billion is $1 million.) Forget the money system; do you really think that anything remotely like a millionaire standard of living is possible from catching your own fish and cutting down your own trees?Another fun fact is that this tax system will not change the ordering of income at all. If you were the 37,824^th richest person yesterday, you will be the 37,824^th richest person today; you’ll just have a lot less money while you do so. And if you were the 300,120,916^th richest person, you’ll still be the 300,120,916^th person, and probably still have the same amount of money you did before (or even more, if the basic income is doled out on tax day).

And these figures, remember, are based on a conservative estimate of how quickly the marginal utility of wealth decreases. I’m actually pretty well convinced that it’s much faster than that, in which case even these tax rates may not be progressive enough.

Many economists worry that taxes reduce the incentive to work. If you are taxed at 30%, that’s like having a wage that’s 30% lower. It’s not hard to imagine why someone might not work as much if they were being paid 30% less.

But there are actually two effects here. One is the substitution effect: a higher wage gives you more reason to work. The other is the income effect: having more money means that you can meet your needs without working as much.

For low incomes, the substitution effect dominates; if your pay rises from $12,000 a year to $15,000, you’re probably going to work more, because you get paid more to work and you’re still hardly wealthy enough to rest on your laurels.

For moderate incomes, the effects actually balance quite well; people who make $40,000 work about the same number of hours as people who make $50,000.

For high incomes, the income effect dominates; if your pay rises from $300,000 to $400,000, you’re probably going to work less, because you can pay all your bills while putting in less work.

So if you want to maximize work incentives, what should you do? You want to raise the wages of poor people and lower the wages of rich people. In other words, you want very low—or negative—taxes on the lower brackets, and very high taxes on the upper brackets. If you’re genuinely worried about taxes distorting incentives to work, you should be absolutely in favor of progressive taxation.

In conclusion: Because money is worth less to you the more of it you have, in order to take a fixed proportion of the happiness, we should be taking an increasing proportion of the money. In order to be fair in terms of real utility, taxes should be progressive. And this would actually increase work incentives.

Are humans rational?

2014-09-272015-04-04 PNRJ core principles Ariely, availability, base rate neglect, Dennett, Downs paradox, evolution, heuristic, irrational, John Stuart Mill, Kant, plasticity, Pogge, rational, Rawls, representativeness, scope neglect, voting

JDN 2456928 PDT 11:21.

The central point of contention between cognitive economists and neoclassical economists hinges upon the word “rational”: Are humans rational? What do we mean by “rational”?

Neoclassicists are very keen to insist that they think humans are rational, and often characterize the cognitivist view as saying that humans are irrational. (Daniel Ariely has a habit of feeding this view, titling books things like Predictably Irrational and The Upside of Irrationality.) But I really don’t think this is the right way to characterize the difference.

Daniel Kahneman has a somewhat better formulation (from Thinking, Fast and Slow): “I often cringe when my work is credited as demonstrating that human choices are irrational, when in fact our research only shows that Humans are not well described by the rational-agent model.” (Yes, he capitalizes the word “Humans” throughout, which is annoying; but in general it is a great book.)

The problem is that saying “humans are irrational” has the connotation of a universal statement; it seems to be saying that everything we do, all the time, is always and everywhere utterly irrational. And this of course could hardly be further from the truth; we would not have even survived in the savannah, let alone invented the Internet, if we were that irrational. If we simply lurched about randomly without any concept of goals or response to information in the environment, we would have starved to death millions of years ago.

But at the same time, the neoclassical definition of “rational” obviously does not describe human beings. We aren’t infinite identical psychopaths. Particularly bizarre (and frustrating) is the continued insistence that rationality entails selfishness; apparently economists are getting all their philosophy from Ayn Rand (who barely even qualifies as such), rather than the greats such as Immanuel Kant and John Stuart Mill or even the best contemporary philosophers such as Thomas Pogge and John Rawls. All of these latter would be baffled by the notion that selfless compassion is irrational.

Indeed, Kant argued that rationality implies altruism, that a truly coherent worldview requires assent to universal principles that are morally binding on yourself and every other rational being in the universe. (I am not entirely sure he is correct on this point, and in any case it is clear to me that neither you nor I are anywhere near advanced enough beings to seriously attempt such a worldview. Where neoclassicists envision infinite identical psychopaths, Kant envisions infinite identical altruists. In reality we are finite diverse tribalists.)

But even if you drop selfishness, the requirements of perfect information and expected utility maximization are still far too strong to apply to real human beings. If that’s your standard for rationality, then indeed humans—like all beings in the real world—are irrational.

The confusion, I think, comes from the huge gap between ideal rationality and total irrationality. Our behavior is neither perfectly optimal nor hopelessly random, but somewhere in between.

In fact, we are much closer to the side of perfect rationality! Our brains are limited, so they operate according to heuristics: simplified, approximate rules that are correct most of the time. Clever experiments—or complex environments very different from how we evolved—can cause those heuristics to fail, but we must not forget that the reason we have them is that they work extremely well in most cases in the environment in which we evolved. We are about 90% rational—but woe betide that other 10%.

The most obvious example is phobias: Why are people all over the world afraid of snakes, spiders, falling, and drowning? Because those used to be leading causes of death. In the African savannah 200,000 years ago, you weren’t going to be hit by a car, shot with a rifle bullet or poisoned by carbon monoxide. (You’d probably die of malaria, actually; for that one, instead of evolving to be afraid of mosquitoes we evolved a biological defense mechanism—sickle-cell red blood cells.) Death in general was actually much more likely then, particularly for children.

A similar case can be made for other heuristics we use: We are tribal because the proper functioning of our 100-person tribe used to be the most important factor in our survival. We are racist because people physically different from us were usually part of rival tribes and hence potential enemies. We hoard resources even when our technology allows abundance, because a million years ago no such abundance was possible and every meal might be our last.

When asked how common something is, we don’t calculate a posterior probability based upon Bayesian inference—that’s hard. Instead we try to think of examples—that’s easy. That’s the availability heuristic. And if we didn’t have mass media constantly giving us examples of rare events we wouldn’t otherwise have known about, the availability heuristic would actually be quite accurate. Right now, people think of terrorism as common (even though it’s astoundingly rare) because it’s always all over the news; but if you imagine living in an ancient tribe—or even an medieval village!—anything you heard about that often would almost certainly be something actually worth worrying about. Our level of panic over Ebola is totally disproportionate; but in the 14^th century that same level of panic about the Black Death would be entirely justified.

When we want to know whether something is a member of a category, again we don’t try to calculate the actual probability; instead we think about how well it seems to fit a model we have of the paradigmatic example of that category—the representativeness heuristic. You see a Black man on a street corner in New York City at night; how likely is it that he will mug you? Pretty small actually, because there were less than 200,000 crimes in all of New York City last year in a city of 8,000,000 people—meaning the probability any given person committed a crime in the previous year was only 2.5%; the probability on any given day would then be less than 0.01%. Maybe having those attributes raises the probability somewhat, but you can still be about 99% sure that this guy isn’t going to mug you tonight. But since he seemed representative of the category in your mind “criminals”, your mind didn’t bother asking how many criminals there are in the first place—an effect called base rate neglect. Even 200 years ago—let alone 1 million—you didn’t have these sorts of reliable statistics, so what else would you use? You basically had no choice but to assess based upon representative traits.

As you probably know, people have trouble dealing with big numbers, and this is a problem in our modern economy where we actually need to keep track of millions or billions or even trillions of dollars moving around. And really I shouldn’t say it that way, because $1 million ($1,000,000) is an amount of money an upper-middle class person could have in a retirement fund, while $1 billion ($1,000,000,000) would make you in the top 1000 richest people in the world, and $1 trillion ($1,000,000,000,000) is enough to end world hunger for at least the next 15 years (it would only take about $1.5 trillion to do it forever, by paying only the interest on the endowment). It’s important to keep this in mind, because otherwise the natural tendency of the human mind is to say “big number” and ignore these enormous differences—it’s called scope neglect. But how often do you really deal with numbers that big? In ancient times, never. Even in the 21^st century, not very often. You’ll probably never have $1 billion, and even $1 million is a stretch—so it seems a bit odd to say that you’re irrational if you can’t tell the difference. I guess technically you are, but it’s an error that is unlikely to come up in your daily life.

Where it does come up, of course, is when we’re talking about national or global economic policy. Voters in the United States today have a level of power that for 99.99% of human existence no ordinary person has had. 2 million years ago you may have had a vote in your tribe, but your tribe was only 100 people. 2,000 years ago you may have had a vote in your village, but your village was only 1,000 people. Now you have a vote on the policies of a nation of 300 million people, and more than that really: As goes America, so goes the world. Our economic, cultural, and military hegemony is so total that decisions made by the United States reverberate through the entire human population. We have choices to make about war, trade, and ecology on a far larger scale than our ancestors could have imagined. As a result, the heuristics that served us well millennia ago are now beginning to cause serious problems.

[As an aside: This is why the “Downs Paradox” is so silly. If you’re calculating the marginal utility of your vote purely in terms of its effect on you—you are a psychopath—then yes, it would be irrational for you to vote. And really, by all means: psychopaths, feel free not to vote. But the effect of your vote is much larger than that; in a nation of N people, the decision will potentially affect N people. Your vote contributes 1/N to a decision that affects N people, making the marginal utility of your vote equal to N*1/N = 1. It’s constant. It doesn’t matter how big the nation is, the value of your vote will be exactly the same. The fact that your vote has a small impact on the decision is exactly balanced by the fact that the decision, once made, will have such a large effect on the world. Indeed, since larger nations also influence other nations, the marginal effect of your vote is probably larger in large elections, which means that people are being entirely rational when they go to greater lengths to elect the President of the United States (58% turnout) rather than the Wayne County Commission (18% turnout).]

So that’s the problem. That’s why we have economic crises, why climate change is getting so bad, why we haven’t ended world hunger. It’s not that we’re complete idiots bumbling around with no idea what we’re doing. We simply aren’t optimized for the new environment that has been recently thrust upon us. We are forced to deal with complex problems unlike anything our brains evolved to handle. The truly amazing part is actually that we can solve these problems at all; most lifeforms on Earth simply aren’t mentally flexible enough to do that. Humans found a really neat trick (actually in a formal evolutionary sense a goodtrick, which we know because it also evolved in cephalopods): Our brains have high plasticity, meaning they are capable of adapting themselves to their environment in real-time. Unfortunately this process is difficult and costly; it’s much easier to fall back on our old heuristics. We ask ourselves: Why spend 10 times the effort to make it work 99% of the time when you can make it work 90% of the time so much easier?

Why? Because it’s so incredibly important that we get these things right.

The Asymmetry that Rules the World

2014-09-202015-05-09 PNRJ market failure, Top 10 things to know about economics Akerlof, asymmetric information, Borg, Culture, deregulation, information, Kafka, law, laywer, legislation, Myerson, Myerson-Satterthwaithe theorem, Pareto, Pareto-efficiency, perfect information, regulation, Satterthwaithe, Shakespeare, Ship of Theseus, Star Trek, tax, tax code, taxation

JDN 2456921 PDT 13:30.

One single asymmetry underlies millions of problems and challenges the world has always faced. No, it’s not Christianity versus Islam (or atheism). No, it’s not the enormous disparities in wealth between the rich and the poor, though you’re getting warmer.

It is the asymmetry of information—the fundamental fact that what you know and what I know are not the same. If this seems so obvious as to be unworthy of comment, maybe you should tell that to the generations of economists who have assumed perfect information in all of their models.

It’s not clear that information asymmetry could ever go away—even in the utopian post-scarcity economy of the Culture, one of the few sacred rules is the sanctity of individual thought. The closest to an information-symmetric world I can think of is the Borg, and with that in mind we may ask whether we want such a thing after all. It could even be argued that total information symmetry is logically impossible, because once you make two individuals know and believe exactly the same things, you don’t have two individuals anymore, you just have one. (And then where do we draw the line? It’s that damn Ship of Theseus again—except of course the problem was never the ship, but defining the boundaries of Theseus himself.)

Right now you may be thinking: So what? Why is asymmetric information so important? Well, as I mentioned in an earlier post, the Myerson-Satterthwaithe Theorem proves—mathematically proves, as certain as 2+2=4—that in the presence of asymmetric information, there is no market mechanism that guarantees Pareto-efficiency.

You can’t square that circle; because information is asymmetric, there’s just no way to make a free market that insures Pareto efficiency. This result is so strong that it actually makes you begin to wonder if we should just give up on economics entirely! If there’s no way we can possibly make a market that works, why bother at all?

But this is not the appropriate response. First of all, Pareto-efficiency is overrated; there are plenty of bad systems that are Pareto-efficient, and even some good systems that aren’t quite Pareto-efficient.

More importantly, even if there is no perfect market system, there clearly are better and worse market systems. Life is better here in the US than it is in Venezuela. Life in Sweden is arguably a bit better still (though not in every dimension). Life in Zambia and North Korea is absolutely horrific. Clearly there are better and worse ways to run a society, and the market system is a big part of that. The quality—and sometimes quantity—of life of billions of people can be made better or worse by the decisions we make in managing our economic system. Asymmetric information cannot be conquered, but it can be tamed.

This is actually a major subject for cognitive economics: How can we devise systems of regulation that minimize the damage done by asymmetric information? Akerlof’s Nobel was for his work on this subject, especially his famous paper “The Market for Lemons” in which he showed how product quality regulations could increase efficiency using the example of lemon cars. What he showed was, in short, that libertarian deregulation is stupid; removing regulations on product safety and quality doesn’t increase efficiency, it reduces it. (This is of course only true if the regulations are good ones; but despite protests from the supplement industry I really don’t see how “this bottle of pills must contain what it claims to contain” is an illegitimate regulation.)

Unfortunately, the way we currently write regulations leaves much to be desired: Basically, lobbyists pay hundreds of staffers to make hundreds of pages that no human being can be expected to read, and then hands them to Congress with a wink and a reminder of last year’s campaign contributions, who passes them without question. (Can you believe the US is one of the least corrupt governments in the world? Yup, that’s how bad it is out there.) As a result, we have a huge morass of regulations that nobody really understands, and there is a whole “industry” of people whose job it is to decode those regulations and use them to the advantage of whoever is paying them—lawyers. The amount of deadweight loss introduced into our economy is almost incalculable; if I had to guess, I’d have to put it somewhere in the trillions of dollars per year. At the very least, I can tell you that the $200 billion per year spent by corporations on litigation is all deadweight loss due to bad regulation. That is an industry that should not exist—I cannot stress this enough. We’ve become so accustomed to the idea that regulations are this complicated that people have to be paid six-figure salaries to understand them that we never stopped to think whether this made any sense. The US Constitution was originally printed on 6 pages.

The tax code should contain one formula for setting tax brackets with one or two parameters to adjust to circumstances, and then a list of maybe two dozen goods with special excise taxes for their externalities (like gasoline and tobacco). In reality it is over 70,000 pages.

Laws should be written with a clear and general intent, and then any weird cases can be resolved in court—because there will always be cases you couldn’t anticipate. Shakespeare was onto something when he wrote, “First, kill all the lawyers.” (I wouldn’t kill them; I’d fire them and make them find a job doing something genuinely useful, like engineering or management.)

All told, I think you could run an entire country with less than 100 pages of regulations. Furthermore, these should be 100 pages that are taught to every high school student, because after all, we’re supposed to be following them. How are we supposed to follow them if we don’t even know them? There’s a principle called ignorantia non excusat—ignorance does not excuse—which is frankly Kafkaesque. If you can be arrested for breaking a law you didn’t even know existed, in what sense can we call this a free society? (People make up strawman counterexamples: “Gee, officer, I didn’t know it was illegal to murder people!” But all you need is a standard of reasonable knowledge and due diligence, which courts already use to make decisions.)

So, in that sense, I absolutely favor deregulation. But my reasons are totally different from libertarians: I don’t want regulations to stop constraining businesses, I want regulations to be so simple and clear that no one can get around them. In the system I envision, you wouldn’t be able to sell fraudulent derivatives, because on page 3 it would clearly say that fraud is illegal and punishable in proportion to the amount of money involved.

But until that happens—and let’s face it, it’s gonna be awhile—we’re stuck with these ridiculous regulations, and that introduces a whole new type of asymmetric information. This is the way that regulations can make our economy less efficient; they distort what we can do not just by making it illegal, but by making it so we don’t know what is illegal.

The wealthy and powerful can hire people to explain—or evade—the regulations, while the rest of us are forced to live with them. You’ve felt this in a small way if you’ve ever gotten a parking ticket and didn’t know why. Asymmetric information strikes again.

Pareto Efficiency: Why we need it—and why it’s not enough

2014-09-132015-05-09 PNRJ core principles, critique of neoclassical economics, Top 10 things to know about economics cardinal, cognitive, economics, efficiency, ethics, game theory, happiness, Krugman, Nash, nonzero-sum, ordinal, Pareto, preference, Rawls, utility, voting, zero-sum

JDN 2456914 PDT 11:45.

I already briefly mentioned the concept in an earlier post, but Pareto-efficiency is so fundamental to both ethics and economics I decided I would spent some more time on explaining exactly what it’s about.

This is the core idea: A system is Pareto-efficient if you can’t make anyone better off without also making someone else worse off. It is Pareto-inefficient if the opposite is true, and you could improve someone’s situation without hurting anyone else.

Improving someone’s situation without harming anyone else is called a Pareto-improvement. A system is Pareto-efficient if and only if there are no possible Pareto-improvements.

Zero-sum games are always Pareto-efficient. If the game is about how we distribute the same $10 between two people, any dollar I get is a dollar you don’t get, so no matter what we do, we can’t make either of us better off without harming the other. You may have ideas about what the fair or right solution is—and I’ll get back to that shortly—but all possible distributions are Pareto-efficient.

Where Pareto-efficiency gets interesting is in nonzero-sum games. The most famous and most important such game is the so-called Prisoner’s Dilemma; I don’t like the standard story to set up the game, so I’m going to give you my own. Two corporations, Alphacomp and Betatech, make PCs. The computers they make are of basically the same quality and neither is a big brand name, so very few customers are going to choose on anything except price. Combining labor, materials, equipment and so on, each PC costs each company $300 to manufacture a new PC, and most customers are willing to buy a PC as long as it’s no more than $1000. Suppose there are 1000 customers buying. Now the question is, what price do they set? They would both make the most profit if they set the price at $1000, because customers would still buy and they’d make $700 on each unit, each making $350,000. But now suppose Alphacomp sets a price at $1000; Betatech could undercut them by making the price $999 and sell twice as many PCs, making $699,000. And then Alphacomp could respond by setting the price at $998, and so on. The only stable end result if they are both selfish profit-maximizers—the Nash equilibrium—is when the price they both set is $301, meaning each company only profits $1 per PC, making $1000. Indeed, this result is what we call in economics perfect competition. This is great for consumers, but not so great for the companies.

If you focus on the most important choice, $1000 versus $999—to collude or to compete—we can set up a table of how much each company would profit by making that choice (a payoff matrix or normal form game in game theory jargon).

A: $999

A: $1000

B: $999

A:$349k

B:$349k

A:$0

B:$699k

B: $1000

A:$699k

B:$0

A:$350k

B:$350k

Obviously the choice that makes both companies best-off is for both companies to make the price $1000; that is Pareto-efficient. But it’s also Pareto-efficient for Alphacomp to choose $999 and the other one to choose $1000, because then they sell twice as many computers. We have made someone worse off—Betatech—but it’s still Pareto-efficient because we couldn’t give Betatech back what they lost without taking some of what Alphacomp gained.

There’s only one option that’s not Pareto-efficient: If both companies charge $999, they could both have made more money if they’d charged $1000 instead. The problem is, that’s not the Nash equilibrium; the stable state is the one where they set the price lower.

This means that only case that isn’t Pareto-efficient is the one that the system will naturally trend toward if both compal selfish profit-maximizers. (And while most human beings are nothing like that, most corporations actually get pretty close. They aren’t infinite, but they’re huge; they aren’t identical, but they’re very similar; and they basically are psychopaths.)

In jargon, we say the Nash equilibrium of a Prisoner’s Dilemma is Pareto-inefficient. That one sentence is basically why John Nash was such a big deal; up until that point, everyone had assumed that if everyone acted in their own self-interest, the end result would have to be Pareto-efficient; Nash proved that this isn’t true at all. Everyone acting in their own self-interest can doom us all.

It’s not hard to see why Pareto-efficiency would be a good thing: if we can make someone better off without hurting anyone else, why wouldn’t we? What’s harder for most people—and even most economists—to understand is that just because an outcome is Pareto-efficient, that doesn’t mean it’s good.

I think this is easiest to see in zero-sum games, so let’s go back to my little game of distributing the same $10. Let’s say it’s all within my power to choose—this is called the ultimatum game. If I take $9 for myself and only give you $1, is that Pareto-efficient? It sure is; for me to give you any more, I’d have to lose some for myself. But is it fair? Obviously not! The fair option is for me to go fifty-fifty, $5 and $5; and maybe you’d forgive me if I went sixty-forty, $6 and $4. But if I take $9 and only offer you $1, you know you’re getting a raw deal.

Actually as the game is often played, you have the choice the say, “Forget it; if that’s your offer, we both get nothing.” In that case the game is nonzero-sum, and the choice you’ve just taken is not Pareto-efficient! Neoclassicists are typically baffled at the fact that you would turn down that free $1, paltry as it may be; but I’m not baffled at all, and I’d probably do the same thing in your place. You’re willing to pay that $1 to punish me for being so stingy. And indeed, if you allow this punishment option, guess what? People aren’t as stingy! If you play the game without the rejection option, people typically take about $7 and give about $3 (still fairer than the $9/$1, you may notice; most people aren’t psychopaths), but if you allow it, people typically take about $6 and give about $4. Now, these are pretty small sums of money, so it’s a fair question what people might do if $100,000 were on the table and they were offered $10,000. But that doesn’t mean people aren’t willing to stand up for fairness; it just means that they’re only willing to go so far. They’ll take a $1 hit to punish someone for being unfair, but that $10,000 hit is just too much. I suppose this means most of us do what Guess Who told us: “You can sell your soul, but don’t you sell it too cheap!”

Now, let’s move on to the more complicated—and more realistic—scenario of a nonzero-sum game. In fact, let’s make the “game” a real-world situation. Suppose Congress is debating a bill that would introduce a 70% marginal income tax on the top 1% to fund a basic income. (Please, can we debate that, instead of proposing a balanced-budget amendment that would cripple US fiscal policy indefinitely and lead to a permanent depression?)

This tax would raise about 14% of GDP in revenue, or about $2.4 trillion a year (yes, really). It would then provide, for every man, woman and child in America, a $7000 per year income, no questions asked. For a family of four, that would be $28,000, which is bound to make their lives better.

But of course it would also take a lot of money from the top 1%; Mitt Romney would only make $6 million a year instead of $20 million, and Bill Gates would have to settle for $2.4 billion a year instead of $8 billion. Since it’s the whole top 1%, it would also hurt a lot of people with more moderate high incomes, like your average neurosurgeon or Paul Krugman, who each make about $500,000 year. About $100,000 of that is above the cutoff for the top 1%, so they’d each have to pay about $70,000 more than they currently do in taxes; so if they were paying $175,000 they’re now paying $245,000. Once taking home $325,000, now only $255,000. (Probably not as big a difference as you thought, right? Most people do not seem to understand how marginal tax rates work, as evinced by “Joe the Plumber” who thought that if he made $250,001 he would be taxed at the top rate on the whole amount—no, just that last $1.)

You can even suppose that it would hurt the economy as a whole, though in fact there’s no evidence of that—we had tax rates like this in the 1960s and our economy did just fine. The basic income itself would inject so much spending into the economy that we might actually see more growth. But okay, for the sake of argument let’s suppose it also drops our per-capita GDP by 5%, from $53,000 to $50,300; that really doesn’t sound so bad, and any bigger drop than that is a totally unreasonable estimate based on prejudice rather than data. For the same tax rate might have to drop the basic income a bit too, say $6600 instead of $7000.

So, this is not a Pareto-improvement; we’re making some people better off, but others worse off. In fact, the way economists usually estimate Pareto-efficiency based on so-called “economic welfare”, they really just count up the total number of dollars and divide by the number of people and call it a day; so if we lose 5% in GDP they would register this as a Pareto-loss. (Yes, that’s a ridiculous way to do it for obvious reasons—$1 to Mitt Romney isn’t worth as much as it is to you and me—but it’s still how it’s usually done.)

But does that mean that it’s a bad idea? Not at all. In fact, if you assume that the real value—the utility—of a dollar decreases exponentially with each dollar you have, this policy could almost double the total happiness in US society. If you use a logarithm instead, it’s not quite as impressive; it’s only about a 20% improvement in total happiness—in other words, “only” making as much difference to the happiness of Americans from 2014 to 2015 as the entire period of economic growth from 1900 to 2000.

If right now you’re thinking, “Wow! Why aren’t we doing that?” that’s good, because I’ve been thinking the same thing for years. And maybe if we keep talking about it enough we can get people to start voting on it and actually make it happen.

But in order to make things like that happen, we must first get past the idea that Pareto-efficiency is the only thing that matters in moral decisions. And once again, that means overcoming the standard modes of thinking in neoclassical economics.

Something strange happened to economics in about 1950. Before that, economists from Marx to Smith to Keynes were always talking about differences in utility, marginal utility of wealth, how to maximize utility. But then economists stopped being comfortable talking about happiness, deciding (for reasons I still do not quite grasp) that it was “unscientific”, so they eschewed all discussion of the subject. Since we still needed to know why people choose what they do, a new framework was created revolving around “preferences”, which are a simple binary relation—you either prefer it or you don’t, you can’t like it “a lot more” or “a little more”—that is supposedly more measurable and therefore more “scientific”. But under this framework, there’s no way to say that giving a dollar to a homeless person makes a bigger difference to them than giving the same dollar to Mitt Romney, because a “bigger difference” is something you’ve defined out of existence. All you can say is that each would prefer to receive the dollar, and that both Mitt Romney and the homeless person would, given the choice, prefer to be Mitt Romney. While both of these things are true, it does seem to be kind of missing the point, doesn’t it?

There are stirrings of returning to actual talk about measuring actual (“cardinal”) utility, but still preferences (so-called “ordinal utility”) are the dominant framework. And in this framework, there’s really only one way to evaluate a situation as good or bad, and that’s Pareto-efficiency.

Actually, that’s not quite right; John Rawls cleverly came up with a way around this problem, by using the idea of “maximin”—maximize the minimum. Since each would prefer to be Romney, given the chance, we can say that the homeless person is worse off than Mitt Romney, and therefore say that it’s better to make the homeless person better off. We can’t say how much better, but at least we can say that it’s better, because we’re raising the floor instead of the ceiling. This is certainly a dramatic improvement, and on these grounds alone you can argue for the basic income—your floor is now explicitly set at the $6600 per year of the basic income.

But is that really all we can say? Think about how you make your own decisions; do you only speak in terms of strict preferences? I like Coke more than Pepsi; I like massages better than being stabbed. If preference theory is right, then there is no greater distance in the latter case than the former, because this whole notion of “distance” is unscientific. I guess we could expand the preference over groups of goods (baskets as they are generally called), and say that I prefer the set “drink Pepsi and get a massage” to the set “drink Coke and get stabbed”, which is certainly true. But do we really want to have to define that for every single possible combination of things that might happen to me? Suppose there are 1000 things that could happen to me at any given time, which is surely conservative. In that case there are 2^1000 = 10^300 possible combinations. If I were really just reading off a table of unrelated preference relations, there wouldn’t be room in my brain—or my planet—to store it, nor enough time in the history of the universe to read it. Even imposing rational constraints like transitivity doesn’t shrink the set anywhere near small enough—at best maybe now it’s 10^20, well done; now I theoretically could make one decision every billion years or so. At some point doesn’t it become a lot more parsimonious—dare I say, more scientific—to think that I am using some more organized measure than that? It certainly feels like I am; even if couldn’t exactly quantify it, I can definitely say that some differences in my happiness are large and others are small. The mild annoyance of drinking Pepsi instead of Coke will melt away in the massage, but no amount of Coke deliciousness is going to overcome the agony of being stabbed.

And indeed if you give people surveys and ask them how much they like things or how strongly they feel about things, they have no problem giving you answers out of 5 stars or on a scale from 1 to 10. Very few survey participants ever write in the comments box: “I was unable to take this survey because cardinal utility does not exist and I can only express binary preferences.” A few do write 1s and 10s on everything, but even those are fairly rare. This “cardinal utility” that supposedly doesn’t exist is the entire basis of the scoring system on Netflix and Amazon. In fact, if you use cardinal utility in voting, it is mathematically provable that you have the best possible voting system, which may have something to do with why Netflix and Amazon like it. (That’s another big “Why aren’t we doing this already?”)

If you can actually measure utility in this way, then there’s really not much reason to worry about Pareto-efficiency. If you just maximize utility, you’ll automatically get a Pareto-efficient result; but the converse is not true because there are plenty of Pareto-efficient scenarios that don’t maximize utility. Thinking back to our ultimatum game, all options are Pareto-efficient, but you can actually prove that the $5/$5 choice is the utility-maximizing one, if the two players have the same amount of wealth to start with. (Admittedly for those small amounts there isn’t much difference; but that’s also not too surprising, since $5 isn’t going to change anybody’s life.) And if they don’t—suppose I’m rich and you’re poor and we play the game—well, maybe I should give you more, precisely because we both know you need it more.

Perhaps even more significant, you can move from a Pareto-inefficient scenario to a Pareto-efficient one and make things worse in terms of utility. The scenario in which the top 1% are as wealthy as they can possibly be and the rest of us live on scraps may in fact be Pareto-efficient; but that doesn’t mean any of us should be interested in moving toward it (though sadly, we kind of are). If you’re only measuring in terms of Pareto-efficiency, your attempts at improvement can actually make things worse. It’s not that the concept is totally wrong; Pareto-efficiency is, other things equal, good; but other things are never equal.

So that’s Pareto-efficiency—and why you really shouldn’t care about it that much.

The Rent is Too Damn High

2014-08-302015-04-04 PNRJ public policy cash transfer, deadweight loss, derivatives, feudalism, housing, inequality, ketchup economics, leverage, lognormal, normal, ownership, poverty, property, real estate, regulation, rent, serf, value

Housing prices are on the rise again, but they’re still well below what they were at the peak of the 2008 bubble. It may be that we have not learned from our mistakes and another bubble is coming, but I don’t think it has hit us just yet. Meanwhile, rent prices have barely budged, and the portion of our population who pay more than 35% of their income on rent has risen to 44%.

Economists typically assess the “fair market value” of a house based upon its rental rate for so-called “housing services”—the actual benefits of living in a house. But to use the rental rate is to do what Larry Summers called “ketchup economics”; 40-ounce bottles of ketchup sell for exactly twice what 20-ounce bottles do, therefore the ketchup market is fair and efficient. (In fact even this is not true, since ketchup is sold under bulk pricing. This reminds me of a rather amusing situation I recently encountered at the grocery store: The price of individual 12-packs of Coke was $3, but you could buy sets of five for $10 each. This meant that buying five was cheaper in total—not just per unit—than buying four. The only way to draw that budget constraint is with a periodic discontinuity; it makes a sawtooth across your graph. We never talk about that sort of budget constraint in neoclassical economics, yet there it was in front of me.)

When we value houses by their rental rate, we’re doing ketchup economics. We’re ignoring the fact that the rent is too damn high—people should not have to pay as much as they do in order to get housing in this country, particularly housing in or near major cities. When 44% of Americans are forced to spend over a third of their income just fulfilling the basic need of shelter, something is wrong. Only 60% of the price of a house is the actual cost to build it; another 20% is just the land. If that sounds reasonable to you, you’ve just become inured to our absurd land prices. The US has over 3 hectares per person of land; that’s 7.7 acres. A family of 3 should be able to claim—on average—9 hectares, or 23 acres. The price of a typical 0.5-acre lot for a family home should be negligible; it’s only 2% of your portion of America’s land.

And as for the argument that land near major cities should be more expensive? No, it shouldn’t; it’s land. What should be more expensive near major cities are buildings, and only then because they’re bigger buildings—even per unit it probably is about equal or even an economy of scale. There’s a classic argument that you’re paying to have infrastructure and be near places of work: The former is ignoring the fact that we pay taxes and utilities for that infrastructure; and the latter is implicitly assuming that it’s normal for our land ownership to be so monopolistic. In a competitive market, the price is driven by the cost, not by the value; the extra value you get from living near a city is supposed to go into your consumer surplus (the personal equivalent of profit—but in utility, not in dollars), not into the owner’s profit. And actually that marginal benefit is supposed to be driven to zero by the effect of overcrowding—though Krugman’s Nobel-winning work was about why that doesn’t necessarily happen and therefore we get Shanghai.

There’s also a more technical argument to be had here about the elasticity of land supply and demand; since both are so inelastic, we actually end up in the very disturbing scenario in which even a small shift in either one can throw prices all over the place, even if we are at market-clearing equilibrium. Markets just don’t work very well for inelastic goods; and if right now you’re thinking “Doesn’t that mean markets won’t work well for things like water, food, and medicine?” you’re exactly right and have learned well, Grasshopper.

So, the rent is too damn high. This naturally raises three questions:

Why is the rent so high?
What happens to our economy as a result?
What can we do about it?

Let’s start with 1. Naturally, conservatives are going to blame regulation; here’s Business Insider doing exactly that in San Francisco and New York City respectively. Actually, they have a point here. Zoning laws are supposed to keep industrial pollution away from our homes, not keep people from building bigger buildings to fit more residents. All these arguments about the “feel” of the city or “visual appeal” should be immediately compared to the fact that they are making people homeless. So 200 people should live on the street so you can have the skyline look the way you always remember it? I won’t say what I’d really like to; I’m trying to keep this blog rated PG.

Similarly, rent-control is a terrible way to solve the homelessness problem; you’re created a segregated market with a price ceiling, and that’s going to create a shortage and raise prices in the other part of the market. The result is good for anyone who can get the rent-control and bad for everyone else. (The Cato study Business Insider cites does make one rather aggravating error; the distribution in a non-rent-controlled market isn’t normal, it’s lognormal. You can see that at a glance by the presence of those extremely high rents on the right side of the graph.)

Most people respond by saying, “Okay, but what do we do for people who can’t afford the regular rent? Do we just make them homeless!?” I wouldn’t be surprised if the Cato Institute or Business Insider were okay with that—but I’m definitely not. So what would I do? Give them money. The solution to poverty has been staring us in the face for centuries, but we refuse to accept it. Poor people don’t have enough money, so give them money. Skeptical? Here are some direct experimental studies showing that unconditional cash transfers are one of the most effective anti-poverty measures. The only kind of anti-poverty program I’ve seen that has a better track record is medical aid. People are sick? Give them medicine. People are poor? Give them money. Yes, it’s that simple. People just don’t want to believe it; they might have to pay a bit more in taxes.

So yes, regulations are actually part of the problem. But they are clearly not the whole problem, and in my opinion not even the most important part. The most important part is monopolization. There’s a map that Occupy Wall Street likes to send around saying “What if our land were as unequal as our money?” But here’s the thing: IT IS. Indeed, the correlation between land ownership and wealth is astonishingly high; to a first approximation, your wealth is a constant factor times the land you own.

Remember how I said that the average American holds 7.7 acres or 3 hectares? (Especially in economics, averages can be quite deceiving. Bill Gates and I are on average billionaires. In fact, I guarantee that Bill Gates and you are on average billionaires; it doesn’t even matter how much wealth you have, it’ll still be true.)

Well, here are some decidedly above-average landowners:

John Malone, 2.2 million acres or 9,000 km^2
Ted Turner, 2 million acres or 8,100 km^2
The Emmerson Family, 1.9 million acres or 7,700 km^2
Brad Kelley, 1.5 million acres or 6,100 km^2

The Pingree Family, 800,000 acres or 3,200 km^2

The Ford Family, 600,000 acres or 2,400 km^2

The Briscoe Family, 560,000 acres or 2,270 km^2
W.T. Wagonner Estate, 535,000 acres or 2,170 km^2

I think you get the idea. Here are two more of particular note:

Jeff Bezos, 290,000 acres or 1,170 km^2

Koch Family, 239,000 acres or 970 km^2

Yes, that is the Jeff Bezos of Amazon.com and the Koch Family who are trying to purchase control of our political system.

Interpolating the ones I couldn’t easily find data on, I estimate that these 102 landowners (there were ties in the top 100) hold a total of 30 million acres, of the 940 million acres in the United States. This means that 3% of the land is owned by—wait for it—0.000,03% of the population. To put it another way, if we confiscated the land of 102 people and split it all up into 0.5-acre family home lots, we could house 60 million households—roughly half the number of households in the nation. To be fair, some of it isn’t suitable for housing; but a good portion of it is. Figure even 1% is usable; that’s still enough for 600,000 households—which is to say every homeless person in America.

One thing you may also have noticed is how often the word “family” comes up. Using Openoffice Calc (it’s like Excel, but free!) I went through the whole top 100 list and counted the number of times “family” comes up; it’s 49 out of 100. Include “heirs” and “estate” and the number goes up to 66. That doesn’t mean they share with their immediate family; it says “family” when it’s been handed down for at least one generation. This means that almost two-thirds of these super-wealthy landowners inherited their holdings. This isn’t the American Dream of self-made millionaires; this is a landed gentry. We claim to be a capitalist society; but if you look at who owns our land and how it’s passed down, it doesn’t look like capitalism. It looks like feudalism.

Indeed, the very concept of rent is basically feudalist. Instead of owning the land we live on, we have to constantly pay someone else—usually someone quite rich—for the right to live there. Stop paying, and they can call the government to have us forced out. We are serfs by another name. In a truly efficient capitalist market with the kind of frictionless credit system neoclassicists imagine, you wouldn’t pay rent, you’d always pay a mortgage. The only time you’d be paying for housing without building equity would be when you stay at a hotel. If you’re going to live there more than a month, you should be building equity. And if you do want to move before your mortgage ends? No problem; sell it to the next tenant, paying off your mortgage and giving you that equity back—instead of all that rent, which is now in someone else’s pocket.

Because of this extreme inequality in land distribution, the top landholders can charge the rest of us monopolistic prices—thus making even more profits and buying even more land—and we have little choice but to pay what they demand. Because shelter is such a fundamental need, we are willing to pay just about whatever we have in order to secure it; so that’s what they charge us.

On to question 2. What happens to our economy as a result of this high rent?

In a word: 2009. Because our real estate market is so completely out of whack with any notion of efficient and fair pricing, it has become a free-for-all of speculation by so-called “investors”. (I hate that term; real investment is roads paved, factories built, children taught. What “investors” do is actually arbitrage. We are the investors, not them.)

A big part of this was also the deregulation of derivatives, particularly the baffling and insane “Commodity Futures Modernization Act of 2000” that basically banned regulation of derivatives—it was a law against making laws. Because of this bankers—or should I say banksters—were able to create ludicrously huge amounts of derivatives, as well as structure and repackage them in ways that would deceive their buyers into underestimating the risks. As a result there are now over a quadrillion dollars—yes, with a Q, sounds like a made-up number, $2e15—in nominal value of outstanding derivatives.

Because this is of course about 20 times as much as there is actual money in the entire world, sustaining this nominal value requires enormous amounts of what’s called leverage—which is to say, debt. When you “leverage” a stock purchase, for example, what you’re doing is buying the stock on a loan (a generally rather low-interest loan called “margin”), then when you sell the stock you pay back the loan. The “leverage” is the ratio between the size of the loan and the amount of actual capital you have to spend. This can theoretically give you quite large returns; for instance if you have $2000 in your stock account and you leverage 10 to 1, you can buy $20,000 worth of stock. If that stock then rises to $21,000—that’s only 5%, so it’s pretty likely this will happen—then you sell it and pay back the loan. For this example I’ll assume you pay 1% interest on your margin. In that case you would start with $2000 and end up with $2800; that’s a 40% return. A typical return from buying stock in cash is more like 7%, so even with interest you’re making almost 6 times as much. It sounds like such a deal!

But there is a catch: If that stock goes down and you have to sell it before it goes back up, you need to come up with the money to pay back your loan. Say it went down 5% instead of up; you now have $19,000 from selling it, but you owe $20,200 in debt with interest. Your $2000 is already gone, so you now have to come up with an additional $1,200 just to pay back your margin. Your return on $2000 is now negative—and huge: -160%. If you had bought the stock in cash, your return would only have been -5% and you’d still have $1900.

My example is for a 10 to 1 leverage, which is considered conservative. More typical leverages are 15 or 20; and some have gotten as high as 50 or even 70. This can lead to huge returns—or huge losses.

But okay, suppose we rein in the derivatives market and leverage gets back down to more reasonable levels. What damage is done by high real estate prices per se?

Well, basically it means that too much of our economy’s effort is going toward real estate. There is what we call deadweight loss, the loss of value that results from an inefficiency in the market. Money that people should be spending on other things—like cars, or clothes, or TVs—is instead being spent on real estate. Those products aren’t getting sold. People who would have had jobs making those products aren’t getting hired. Even when it’s not triggering global financial crises, a market distortion as large as our real estate system is a drain on the economy.

The distorted real estate market in particular also has another effect: It keeps the middle class from building wealth. We have to spend so much on our homes that we don’t have any left for stocks or bonds; as a result we earn a very low return on investment—inflation-adjusted it’s only about 0.2%. So meanwhile the rich are getting 4% on bonds, or 7% on stocks, or even 50% or 100% on highly-leveraged derivatives. In fact, it’s worse than that, because we’re also paying those rich people 20% on our credit cards. (Or even worse, 400% on payday loans. Four hundred percent. You typically pay a similar rate on overdraft fees—that $17.5 billion has to come from somewhere—but fortunately it’s usually not for long.)

Most people aren’t numerate enough to really appreciate how compound interest works—and banks are counting on that. 7%, 20%, what’s the difference really? 3 times as much? And if you had 50%, that would be about 7 times as much? Not exactly, no. Say you start with $1000 in each of these accounts. After 20 years, how much do you have in the 7% account? $3,869.68. Not too shabby, but what about that 20% account? $38,337.60—almost ten times as much. And if you managed to maintain a 50% return, how much would you have? $3,325,256.73—over $3.3 million, almost one thousand times as much.

The problem, I think, is people tend to think linearly; it’s hard to think exponentially. But there’s a really nice heuristic you can use, which is actually quite accurate: Divide the percentage into 69, and that is the time it will take to double. So 3% would take 69/3 = 23 years to double. 7% would take 69/7 = 10 years to double. 35% would take 69/35 = 2 years to double. And 400% would take 69/400 = 0.17 years (about 1/6, so 2 months) to double. These doublings are cumulative: If you double twice you’ve gone up 4 times; if you double 10 times you’ve gone up 1000 times. (For those who are a bit more numerate, this heuristic comes from the fact that 69 ~ 100*ln(2).)

Since returns are so much higher on other forms of wealth (not gold, by the way; don’t be fooled) than on homes, and those returns get compounded over time, this differential translates into ever-increasing inequality of wealth. This is what Piketty is talking about when he says r > g; r is the return on capital, and g is the growth rate of the economy. Stocks are at r, but homes are near g (actually less). By forcing you to spend your wealth on a house, they are also preventing you from increasing that wealth.

Finally, time for question 3. What should we do to fix this? Again, it’s simple: Take the land from the rich. (See how I love simple solutions?) Institute a 99% property tax on all land holdings over, say, 1000 acres. No real family farmer of the pastoral sort (as opposed to heir of an international agribusiness) would be affected.

I’m sure a lot of people will think this sounds unfair: “How dare you just… just… take people’s stuff! You… socialist!” But I ask you: On what basis was it theirs to begin with? Remember, we’re talking about land. We’re not talking about a product like a car, something they actually made (or rather administrated the manufacturing of). We’re not even talking about ideas or services, which raise their own quite complicated issues. These are chunks of the Earth; they were there a billion years before you and they will probably still be there a billion years hence.

That land was probably bought with money that they obtained through monopolistic pricing. Even worse, whom was it bought from? Ultimately it had to be bought from the people who stole it—literally stole, at the point of a gun—from the indigenous population. On what basis was it theirs to sell? And even the indigenous population may not have obtained it fairly; they weren’t the noble savages many imagine them to be, but had complex societies with equally complex political alliances and histories of intertribal warfare. A good portion of the land that any given tribe claims as their own was likely stolen from some other tribe long ago.

It’s honestly pretty bizarre that we buy and sell land; I think it would be valuable to think about how else we might distribute land that didn’t involve the absurdity of owning chunks of the planet. I can’t think of a good alternative system right now, so okay, maybe as a pragmatic matter the economy just works most efficiently if people can buy and sell land. But since it is a pragmatic justification—and not some kind of “fundamental natural right” ala Robert Nozick—then we are free as a society—particularly a democratic society—to make ad hoc adjustments in that pragmatic system as is necessary to make people’s lives better. So let’s take all the land, because the rent is too damn high.

2014, a year of war

2014-08-232015-04-04 PNRJ core principles, public policy economic rationality

[First of all, let me apologize for missing last week’s post. It was quite a week for me; the weekend itself (actually Wednesday to Sunday) was taken up by Gen Con, after which I had my four-day road trip back to Long Beach, and then of course I had to unpack, clean my apartment, stock my refrigerator and so on. Now that I’m settled in back in Long Beach, I should be able to resume my regular blogging schedule. Classes start on Monday, but I won’t let that stop me.]

Things aren’t looking too good in the world lately. Russia launched a secret invasion of the Ukraine and is now deploying “humanitarian convoys” with full military capability. The war between Israel and its neighbors has reached a new flashpoint. Assad continues to oppress Syria, but lately he’s looking like the lesser of two evils as he escalates the war against ISIS. Then again, ISIS is kind of his fault to begin with. But blame aside, ISIS is absolutely horrifying; they recently beheaded an American journalist. Even China just did some belligerent maneuvers around a US spyplane (basically a dick-measuring contest that China hasn’t the faintest hope of winning).

Indeed, things have gotten so bad that the UN has rated three different countries level 3 humanitarian crises, the worst rating any crisis has received as long as the UN has existed. People are making comparisons to the Rwandan genocide and even World War 2.

But it’s important to keep in mind that the reason this bother us, the reason it is so shocking and aberrant, is that the latter half of the 20^th century and the start of the 21^st have been the most peaceful period in recorded history. Technology notwithstanding, the level of violence we are seeing now would not have been out of place in the Middle Ages; even if they’d had a world news broadcast media it would have given these events only minor attention.

It’s also interesting to see how neoclassical economists try to understand the phenomenon of war. Right-wing economists who think that humans are rational are completely baffled by war, because it cripples infrastructure and kills millions of people (as neoclassical economists would say, “depreciation of human capital”, as though human beings were a special case of machinery), basically the opposite of what an economy is supposed to do.

Austrians use this fact as yet another plank in an anti-Keynesian platform; they frequently accuse Keynesians of thinking war is good—when I’ve yet to meet a Keynesian who actually said such a thing. Stiglitz, the one they cite most approvingly in that article, is a die-hard Keynesian; moreover the column in which Krugman talks about alien invasions was obviously tongue-in-cheek. It’s quite interesting to me how Austrians are always saying that humans are rational and economists are not, so apparently they don’t think economists are human. (I concur that economists are often irrational, but I never said humans weren’t.)

Krugman is more sensitive to the irrationality of human behavior than most neoclassicists, and as a result he does proportionally better; Krugman recognizes that war is done for political, not economic reasons. But as neoclassical Keynesians are wont to do, he doesn’t look deeper; human behavior is assumed to be a minor deviation from the infinite identical psychopath, rather than a fundamentally different paradigm.

Think about it: Why would it be that leaders become more popular when they start wars, especially if war is economically damaging? Shouldn’t people be angry at a leader who insists upon risking their lives and destroying their wealth?

To be fair, some are; anti-war protest is about as old as war. But the vast majority of people in the vast majority of wars have supported their leaders, sometimes even saying things like “I disagree with this war, but we must all stand together in order to win it.” If you think that humans are rational self-interested optimizers, this sort of behavior must seem absolutely nonsensical.

But it makes perfect sense once you realize what humans actually are. We’re not selfish. We’re also not altruistic, not in the broadest sense. We are tribal. We identify ourselves with a group, our tribe, and then act to advance the perceived interests of that group.

What tribe we choose can vary, even within one person: You can have varying degrees of solidarity (remember how I said solidarity can be quantitatively formalized?) with your family, your friends, your school, your home town, your state, your nation, your race, your culture, your religion, your species. You can be torn between these different identities when their interests conflict. At the two extremes lie your own self-interest and the interests of all sentient beings in the universe; one measure of your moral development as an individual is how much time you can spend toward the latter end rather than the former.

When a leader declares war, he—it is usually a ‘he’, though Margaret Thatcher is a notable exception—is either expressing that tribal instinct or capitalizing upon it. For examples of each, look no further than George W. Bush, who really believed in avenging 9/11 and toppling Saddam Hussein, and Dick Cheney, who saw the Iraq War as a great way to raise the value of Halliburton stock. (Among living people, Dick Cheney is the closest I can think of to a neoclassical rational agent. Among the dead, I think I’d go with Josef Stalin. Look upon your ‘rationality’ and despair.)

The reason Netanyahu’s popularity spiked in the invasion (it’s heading down now, but still over 50%) and Putin’s remains above an astonishing 80% is that they are maximizing this tribal instinct, rallying the tribe to righteous war against its enemies. They are behaving like the alpha male our ape brains have long missed—I mean, seriously, Putin looks like a shaved gorilla. The aggression is driven by an ancient animus that we have spent millions of years trying to transcend.

The good news is, we actually are beginning to succeed. The process is slow and painful, and there are setbacks—2014 was definitely a setback—but still, we do make progress. We have expanded our notion of tribes over time, far beyond its original capacity. We evolved for a tribe of about 100 people, barely above what we’d now call “friends and family”; we now unite ourselves into nation-states of hundreds of millions or even billions. The very fact that I can say “China did X” and not be speaking utter nonsense is proof that humanity has made it quite far along the continuum toward universal altruism. We have already advanced seven orders of magnitude; we have less than one left before we include the entire human species. Another two or three after that, and we’ll have encompassed all sentient life on Earth. Another five or six past that, the galaxy; then another nine and we may well have the whole damn universe. 7 down, 18 to go.

Don’t lose hope; this year’s violence is an anomaly in the trend toward peace.

Schools of Thought

2014-08-092015-04-04 PNRJ core principles, critique of neoclassical economics Ayn Rand, economics, inflation, Krugman, libertarian, monetary policy, neoclassical, school of thought, string theory, unemployment

If you’re at all familiar with the schools of thought in economics, you may wonder where I stand. Am I a Keynesian? Or perhaps a post-Keynesian? A New Keynesian? A neo-Keynesian (not to be confused)? A neo-paleo-Keynesian? Or am I a Monetarist? Or a Modern Monetary Theorist? Or perhaps something more heterodox, like an Austrian or a Sraffian or a Marxist?

No, I am none of those things. I guess if you insist on labeling, you could call me a “cognitivist”; and in terms of policy I tend to agree with the Keynesians, but I also like the Modern Monetary Theorists.

But really I think this sort of labeling of ‘schools of thought’ is exactly the problem. There shouldn’t be schools of thought; the universe only works one way. When you don’t know the answer, you should have the courage to admit you don’t know. And once we actually have enough evidence to know something, people need to stop disagreeing about it. If you continue to disagree with what the evidence has shown, you’re not a ‘school of thought’; you’re just wrong.

The whole notion of ‘schools of thought’ smacks of cultural relativism; asking what the ‘Keynesian’ answer to a question is (and if you take enough economics classes I guarantee you will be asked exactly that) is rather like asking what religious beliefs prevail in a particular part of the world. It might be worth asking for some historical reason, but it’s not a question about economics; it’s a question about economic beliefs. This is the difference between asking how people believe the universe was created, and actually being a cosmologist. True, schools of thought aren’t as geographically localized as religions; but they do say the words ‘saltwater’ and ‘freshwater’ for a reason. I’m not all that interested in the Shinto myths versus the Hindu myths; I want to be a cosmologist.

At best, schools of thought are a sign of a field that hasn’t fully matured. Perhaps there were Newtonians and Einsteinians in 1910; but by 1930 there were just Einsteinians and bad physicists. Are there ‘schools of thought’ in physics today? Well, there are string theorists. But string theory hasn’t been a glorious success of physics advancement; on the contrary, it’s been a dead end from which the field has somehow failed to extricate itself for almost 50 years.

So where does that put us in economics? Well, some of the schools of thought are clearly dead ends, every bit as unfounded as string theory but far worse because they have direct influences on policy. String theory hasn’t ever killed anyone; bad economics definitely has. (How, you ask? Exposure to hazardous chemicals that were deregulated; poverty and starvation due to cuts to social welfare programs; and of course the Second Depression. I could go on.)

The worst offender is surely Austrian economics and its crazy cousin Randian libertarianism. Ayn Rand literally ruled a cult; Friedrich Hayek never took it quite that far, but there is certainly something cultish about Austrian economists. They insist that economics must be derived a priori, without recourse to empirical evidence (or at least that’s what they say when you point out that all the empirical evidence is against them). They are fond of ridiculous hyperbole about an inevitable slippery slope between raising taxes on capital gains and turning into Stalin’s Soviet Union, as well as rhetorical questions I find myself answering opposite to how they want (like “For are taxes not simply another form of robbery?” and “Once we allow the government to regulate what man can do, will they not continue until they control all aspects of our lives?”). They even co-opt and distort cognitivist concepts like herd instinct and asymmetric information; somehow Austrians think that asymmetric information is an argument for why markets are more efficient than government, even though Akerlof’s point was that asymmetric information is why we need regulations.

Marxists are on the opposite end of the political spectrum, but their ideas are equally nonsensical. (Marx himself was a bit more reasonable, but even he recognized they were going too far: “All I know is that I am not a Marxist.”) They have this whole “labor theory of value” thing where the value of something is the amount of work you have to put into it. This would mean that labor-saving innovations are pointless, because they devalue everything; it would also mean that putting an awful lot of work into something useless would nevertheless somehow make it enormously valuable. Really, it would never be worth doing much of anything, because the value you get out of something is exactly equal to the work you put in. Marxists also tend to think that what the world needs is a violent revolution to overthrow the bondage of capitalism; this is an absolutely terrible idea. During the transition it would be one of the bloodiest conflicts in history; afterward you’d probably get something like the Soviet Union or modern-day Venezuela. Even if you did somehow establish your glorious Communist utopia, you’d have destroyed so much productive capacity in the process that you’d make everyone poor. Socialist reforms make sense—and have worked well in Europe, particularly Scandinavia. But socialist revolution is a a good way to get millions of innocent people killed.

Sraffians are also quite silly; they have this bizarre notion that capital must be valued as “dated labor”, basically a formalized Marxism. I’ll admit, it’s weird how neoclassicists try to value labor as “human capital”; frankly it’s a bit disturbing how it echoes slavery. (And if you think slavery is dead, think again; it’s dead in the First World, but very much alive elsewhere.) But the solution to that problem is not to pretend that capital is a form of labor; it’s to recognize that capital and labor are different. Capital can be owned, sold, and redistributed; labor cannot. Labor is done by human beings, who have intrinsic value and rights; capital is made of inanimate matter, which does not. (This is what makes Citizens United so outrageous; “corporations are people” and “money is speech” are such fundamental distortions of democratic principles that they are literally Orwellian. We’re not that far from “freedom is slavery” and “war is peace”.)

Neoclassical economists do better, at least. They do respond to empirical data, albeit slowly. Their models are mathematically consistent. They rarely take account of human irrationality or asymmetric information, but when they do they rightfully recognize them as obstacles to efficient markets. But they still model people as infinite identical psychopaths, and they still divide themselves into schools of thought. Keynesians and Monetarists are particularly prominent, and Modern Monetary Theorists seem to be the next rising star. Each of these schools gets some things right and other things wrong, and that’s exactly why we shouldn’t make ourselves beholden to a particular tribe.

Monetarists follow Friedman, who said, “inflation is always and everywhere a monetary phenomenon.” This is wrong. You can definitely cause inflation without expanding your money supply; just ramp up government spending as in World War 2 or suffer a supply shock like we did when OPEC cut the oil supply. (In both cases, the US money supply was still tied to gold by the Bretton Woods system.) But they are right about one thing: To really have hyperinflation ala Weimar or Zimbabwe, you probably have to be printing money. If that were all there is to Monetarism, I can invert another Friedmanism: We’re all Monetarists now.

Keynesians are basically right about most things; in particular, they are the only branch of neoclassicists who understand recessions and know how to deal with them. The world’s most famous Keynesian is probably Krugman, who has the best track record of economic predictions in the popular media today. Keynesians much better appreciate the fact that humans are irrational; in fact, cognitivism can be partly traced to Keynes, who spoke often of the “animal spirits” that drive human behavior (Akerlof’s most recent book is called Animal Spirits). But even Keynesians have their sacred cows, like the Phillips Curve, the alleged inverse correlation between inflation and unemployment. This is fairly empirically accurate if you look just at First World economies after World War 2 and exclude major recessions. But Keynes himself said, “Economists set themselves too easy, too useless a task if in tempestuous seasons they can only tell us that when the storm is long past the ocean is flat again.” The Phillips Curve “shifts” sometimes, and it’s not always clear why—and empirically it’s not easy to tell the difference between a curve that shifts a lot and a relationship that just isn’t there. There is very little evidence for a “natural rate of unemployment”. Worst of all, it’s pretty clear that the original policy implications of the Phillips Curve are all wrong; you can’t get rid of unemployment just by ramping up inflation, and that way really does lie Zimbabwe.

Finally, Modern Monetary Theorists understand money better than everyone else. They recognize that a sovereign government doesn’t have to get its money “from somewhere”; it can create however much money it needs. The whole narrative that the US is “out of money” isn’t just wrong, it’s incoherent; if there is one entity in the world that can never be out of money, it’s the US government, who print the world’s reserve currency. The panicked fears of quantitative easing causing hyperinflation aren’t quite as crazy; if the economy were at full capacity, printing $4 trillion over 5 years (yes, we did that) would absolutely cause some inflation. Since that’s only about 6% of US GDP, we might be back to 8% or even 10% inflation like the 1970s, but we certainly would not be in Zimbabwe. Moreover, we aren’t at full capacity; we needed to expand the money supply that much just to maintain prices where they are. The Second Depression is the Red Queen: It took all the running we could do to stay in one place. Modern Monetary Theorists also have some very good ideas about taxation; they point out that since the government only takes out the same thing it puts in—its own currency—it doesn’t make sense to say they are “taking” something (let alone “confiscating” it as Austrians would have you believe). Instead, it’s more like they are pumping it, taking money in and forcing it back out continuously. And just as pumping doesn’t take away water but rather makes it flow, taxation and spending doesn’t remove money from the economy but rather maintains its circulation. Now that I’ve said what they get right, what do they get wrong? Basically they focus too much on money, ignoring the real economy. They like to use double-entry accounting models, perfectly sensible for money, but absolutely nonsensical for real value. The whole point of an economy is that you can get more value out than you put in. From the Homo erectus who pulls apples from the trees to the software developer who buys a mansion, the reason they do it is that the value they get out (the gatherer gets to eat, the programmer gets to live in a mansion) is higher than the value they put in (the effort to climb the tree, the skill to write the code). If, as Modern Monetary Theorists are wont to do, you calculated a value for the human capital of the gatherer and the programmer equal to the value of the goods they purchase, you’d be missing the entire point.

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Human Economics

Cognitive development economics: Understanding the mind in order to feed the world

Author: PNRJ