Must-Read: William Easterly: Empirics of Strategic Interdependence: The Case of the Racial Tipping Point

Must-Read: William Easterly: Empirics of Strategic Interdependence: The Case of the Racial Tipping Point: “The Schelling model of a ‘tipping point’ in racial segregation…

…in which whites flee a neighborhood once a threshold of nonwhites is reached, is a canonical model of strategic interdependence. The idea of ‘tipping’ explaining segregation is widely accepted in the academic literature and popular media. I use census tract data for metropolitan areas of the US from 1970 to 2000 to test the predictions of the Schelling model and find that this particular model of strategic interaction largely fails the tests. There is more ‘white flight’ out of neighborhoods with a high initial share of whites than out of more racially mixed neighborhoods.

Must-Read: Rachel Laudan: Charmingly Unromantic: Measuring Progress in Food

Must-Read: Rachel Laudan: Charmingly Unromantic: Measuring Progress in Food: “Unless we compare foods of the past to the present we have no way of understanding them…

…And unless we ask whether certain practices led to progress or regress of (say) nutritional quality, gastronomic refinement, equitable distribution, ease of preparation, we risk antiquarian irrelevance…. I’d urge anyone working on the history of cooking and food processing to take a look at a recent blog post by Will Thomas… [who] gives a brief, clear introduction to how some important thinkers have tried to understand and measure technological progress….

The reason, then, that labor productivity became an important means of measuring the benefits of technology is because it is a reasonable way of measuring whether material benefits are indeed accruing to society through the implementation of various new technologies.These economic measures of technological benefit are actually charmingly unromantic….

Charmingly unromantic, yes, when compared to much of food history that celebrates, deplores, and explores the contribution of food to identity. But crucial because the labor of cooking has been huge, because reducing it has brought relief to those who did it, new opportunities in life, and better food sometimes, not always, for everyone. On a modest scale, this is what I was trying to do in Cuisine and Empire when I tried to establish roughly what percentage of the working population had to pound and grind grain at different periods in history. For thousands of years, preparing grain was the most laborious of all food preparation techniques, consuming the products was the basis of the diet… the creative destruction of thousands of water-driven grist mills and before that hundreds of thousands of hand grinders…

What’s the matter with the federal disability insurance program?

The White House last week released a report about the current and future condition of Social Security Disability Insurance. The report covers a variety of details about the federal disability insurance program, but the section that jumps out the most is this—the trust fund for the program will be unable to pay full benefits beginning next year. According to the report, benefits could drop by 19 percent if action isn’t taken.

How did the program get to this point? Some researchers and policymakers are concerned that it has become too generous, thus increasing the burden on the trust fund. Perhaps it shouldn’t be a first concern given the financial state of the trust fund itself.

But first, lets turn to the evidence that the program is too generous. Research looking at the rise in disability insurance outlays has analyzed a variety of potential sources of this increase. Economists Mark Duggan, now of Stanford University, and Scott Imberman of the University of Houston, explore a variety of potential causes in a book chapter on the subject. They find that the aging of the U.S. population, changes in health among workers, economic conditions, the increasing replacement rate—the ratio of disability income to overall U.S. labor income—offered by the program, and an expanding definition of disability are the main culprits.

The wider definition of disability – the largest factor according to Duggan and Imberman – might not be unaffected by other trends. Some judges in disability cases might be slightly more willing to grant disability to marginal applicants, as seems to have happened in West Virginia recently, but we have to ask where these marginal applicants are coming from. The economy may be interacting with this factor as well. A worker with a qualifying disability who is able to find a job during a healthy labor market may find it much tougher to find one in a down labor market. Research from University of California-Berkeley economist Jesse Rothstein finds evidence for this: Disability applications increase when the unemployment rate does.

But what about some of the other factors they highlight? The replacement rate for Social Security Disability Insurance is on the rise not because of a concrete policy action, but rather due to the increase in income inequality over the past several decades. As the wages of workers at the top pulled away from those in the middle and at the bottom of the income spectrum, the replacement wage for those declared disabled has increased, while the actual wages for those on the middle and bottom rungs of the earnings ladder stagnated. This happened because the formula sets the level of disability income based on overall income. If low-end wage growth lags significantly behind overall growth, then the base will increase relative to low-end incomes. The program was built assuming wage growth would be widely shared. But it hasn’t been, leading to a rising replacement wage.

On the issue of aging, it’s possible that Duggan and Imberman are underestimating the role of changing demographics. Harvard University economist Jeffrey Liebman notes that the disability rate adjusted for the age of the population has been essentially flat for men since the 1990s, while the rate for women is catching up to levels similar to men. This means that increasing rates of qualifying for disability insurance is driven quite a bit by changes in demographics. Liebman also points out that the Congressional Budget Office projects that spending on disability insurance will decline as the Baby Boom generation reaches the age when they can claim retirement benefits from Social Security.

Let’s now move to the two authors’ finding that disability insurance has become a long-term unemployment program for some workers due to expanded definitions of disability. To the extent this is true would mean that some workers are qualifying for disability insurance and then dropping out of the labor force. A sign of how severe of a problem this is would be how large the decline in the U.S. labor force participation rate would be due to disability.

Economist Monique Morrissey at the Economic Policy Institute shows just how small of a dent in the participation rate disability insurance makes. Using research from the RAND Corporation and the Social Security Administration, Morrissey calculates that if workers who could hypothetically make more than the Social Security Disability Insurance threshold for earnings were denied access to the program, then the participation rate would increase by only 0.2 percentage points. Not exactly a large jump in the rate.

All this isn’t to say that the program itself isn’t in need of some reform, but it’s the long-term financing of the trust fund that is most in need of help. Social Security Disability Insurance shouldn’t be treated as an overly bloated program that’s sowed the seeds of its own destruction. As Liebman puts it in his paper, perhaps the more fruitful avenue is retooling the program given the kinds of workers that now apply for disability.

Maurice Obstfeld to the IMF

An excellent choice by the IMF: Maurice Obstfeld becomes the new Blanchard: “Living up to Mr Blanchard will be difficult…

…One insider remarked that while Mr Obstfeld should do:

much better than his co-author Rogoff did as Director at the Fund in terms of getting good results [and] influencing the Board… no one is Blanchard. Any economist in the world would have a huge gap to do even part of what Blanchard accomplished.

Not, mind you, that Ken Rogoff did at all badly badly in speaking the technocratic truth that is the IMF Research view of the world to the power that is the IMF Managing Director and Board’s role in global economic governance…

Things to Read at Lunchtime on July 21, 2015

Must- and Should-Reads:

Might Like to Be Aware of:

Hoisted from the Grasping Reality Archives from Four Years Ago: The Interest Rate That Did Not Bark in the Night: The Surge in U.S. Treasury Debt and the Non-Reaction of Rates

The most interesting thing about this, looking back, is my failure to fully believe–in spite of Japan since 1990, in spite of the global savings glut, in spite of so many things that make it seem obvious in retrospect–that the naive Hicksian short run–which had already lasted for three years–could last for, potentially, more than ten years:


The Interest Rate That Did Not Bark in the Night: The Surge in U.S. Treasury Debt and the Non-Reaction of Rates (Summer 2011): At the very start of the 2000s in the years of the Clinton budget surpluses–remember those?–the U.S. government was repaying its debt at the rate of $60 billion a quarter: each quarter saw $60 billion less of U.S. Treasury debt out there in the private market for savers to hold.

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George W. Bush–with assistance from Alan Greenspan and the entire rest of the Republican Party–quickly fixed that: from 2002 to 2007 the average quarter saw net Treasury issues of some $70 billion. Each quarter saw the U.S. Treasury having to find extra buyers for another $70 billion of bonds.

A bunch of us (definitely including me) feared that this shift from prudent to feckless fiscal policy would put substantial upward pressure on interest rates. We were wrong. A weak economy lowered private issues of bonds to fund investment. The desire of China and other emerging economies to keep their currency values low made them eager to soak up every dollar earned by their businesses’ exports that they could find and invest it in U.S. Treasury debt. Add to that the emerging private rich abroad for whom U.S. Treasuries became more and more desirable as a hedge, and late-2007 saw the 10-year U.S. Treasury rate exactly where it was when the Clinton surpluses had come to an end at the end of 2001. The market took six years of this swing in bond issues and ate it, without a burp.

Then came the recession. Revenues collapsed. Spending on unemployment insurance and other social insurance expenditures rose. The Recovery Act added an extra $600 billion of debt on top of that. And Treasury interventions in financial markets required debt issues as well. A U.S. government that had been paying back $60 billion a quarter at the start of the 2000s and issuing a net of $70 billion a quarter in the mid-2000s was suddenly issuing $380 billion a quarter of bonds.

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Back in the third quarter of 2008 I wondered: ‘Who is going to buy all of these things?’ There were nearly $5.3 trillion of Treasuries held by the public in mid-2008. But we were about to start adding to that at a pace of $1.4 trillion a year: $6.7 trillion by mid-2009, $8 trillion by mid-2010, $9.4 trillion by mid-2011, and we are on target to have $10.7 trillion outstanding by mid-2011–doubling U.S. Treasury debt held by the public in four short years.

Who would buy these things?

And at what prices would they buy and hold them?

It is astonishing. By next summer the U.S. Treasury will have expanded its marketable debt liabilities by $5.4 trillion–an amount equal to more than half all equities in America, an amount equal to at least one-fifth of all traded dollar-denominated securities. And yet the market has swallowed all these past issues and is looking forward to swallow the next tranches without a single burp. Supply-and-demand are supposed to rule–and a sharp increase in Treasury borrowings is supposed to carry a sharp increase in interest rates along with it to crowd out other forms of interest sensitive spending. What has happened to them?

And the interesting thing is that I almost believed that what we have seen was going to be what would happen. Almost, but not quite. You see, I had read John Hicks (1937). And I had almost believed him.

Let me give you the Hicksian argument about what happens in a financial crisis–a sudden flight to safety that greatly raises interest rate spreads, and as a result diminishes firms’ desires to sell bonds to raise capital for expansion and at the same time leads individuals to wish to save more and spend less on consumer goods as they, too, try to hunker down.

In Hicks’s model, the immediate consequence is an excess demand for (safe) bonds in the hands of investment banks: bond prices rise, and interest rates falls. As interest rates fall, (a) firms see that they can get capital on more attractive terms adn so seek to issue more bonds, and (b) households see the interest rate they can get on their savings fall, and so lose some of their desire to save. The market heads toward equilibrium. But as the market heads toward equilibrium, something else happens as well: the fall in interest rates and the rise in savings is accompanied by a greater desire on the part of households and businesses to hold more of their wealth safely–in pure cash. And so the speed with which cash turns over in the economy, the velocity of money, falls. And as the velocity of money falls, total spending falls, and workers are fired, and as workers are fired and lose their incomes their saving goes from positive to negative.

Thus the process of return to equilibrium takes two forms:

  • interest rates fall, boosting investment and curbing savings.
  • spending and thus employment and production fall, further curbing savings.

In normal times, the correct policy response is for the Federal Reserve to inject more money into the economy: through open-market operations it should buy bonds for cash, thus increasing the amount of cash so that even at the lower velocity we still have the same volume of spending, and thus transform the adjustment process from a fall in interest rates, spending, employment, and production to a fall in interest rates alone.

A little thought, however, will lead us to the conclusion that such open-market operations may fail. In them, the Federal Reserve is buying bonds, shrinking the supply of bonds out there–and thus pushing up their price and pushing down interest rates. For each amount that the Federal Reserve expands the money stock, therefore, it puts downward pressure on interest rates and thus on monetary velocity. In the limit where interest rates are so low that people don’t really see a difference between cash and short-term government bonds like Treasury bills, open-market operations have no effect because they simply swap one zero-yielding government asset for another.

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It is in this situation that we want a government deficit–the government to print and issue the safe bonds that private investors really want to hold. As these bonds hit the market, people who otherwise would have socked their money away in cash–thus diminishing monetary velocity and slowing spending–buy the bonds instead. A large and timely government deficit thus short-circuits the adjustment mechanism, and avoids the collapse in monetary velocity that was the source of all the trouble. And as long as output is depressed–as long as monetary velocity is low and there is slack in the economy–printing more and more bonds will have next to no effect increasing interest rates.

I will never doubt John Hicks again.

But how much longer can this go on?

Must-Read: Charles Wyplosz: Greece Should Prepare for Grexit, and then Not Do It

Must-Read: Charles Wyplosz: Greece Should Prepare for Grexit, and then Not Do It: “There is a high likelihood that Grexit will be back on the table…

…This column argues that Greece can strengthen its negotiating position if it is prepared for exit. Grexit remains a disastrous choice, but it has become the default option for Greece and its creditors. However, preparing for Grexit does not mean leaving the Eurozone. A credible threat point may deliver a better outcome. The purpose of the exercise should be to make Grexit a plausible solution, then not to do it.

Must-Read: Bill Emmett: Europe’s Confused Attitude to German Leadership

Must-Read: Bill Emmott: Europe’s Confused Attitude to German Leadership: “Why do the other 18 members of the single currency accept Germany’s leadership when it is wrong and yet refuse it when it is right?…

…What I mean by ‘right’ is the view expressed by Wolfgang Schäuble… that Greece should leave the euro, both for its own sake and that of the single currency itself…. The logic of Grexit… comes from the combination of the International Monetary Fund’s analysis of Greece’s sovereign debt burden, which defines it as unsustainable without a big write-off, and the view presented by eurozone countries big and small, rich and poor, which holds that forgiveness of debt by official creditors is incompatible with membership of the single currency….

Having entered the weekend of negotiations of July 11-12 expecting to force Greece out of the euro, neither Chancellor Angela Merkel nor Mr Schäuble can now think that Germany in any sense ‘dominates’ Europe. And yet they have been successful for more than three years now in holding the eurozone to an economic stance that has left the 19 countries’ level of unemployment more than twice as high as that of America. It is hard to find a better definition of ‘wrong’ than the fiscal pact of 2012, which mandates a universally tight fiscal stance… and which simultaneously rejects any idea that countries with large current-account surpluses bear any responsibility for adjustment…. This is… a policy under whose logic America must be seen as having been fiscally reckless in recent years, with its gross public debt exceeding 102 per cent of gross domestic product, and which is shown by its current-account deficit of 2.6 per cent of GDP to be suffering a severe lack of competitiveness that evidently requires urgent structural reform and fiscal austerity…. It is this strange combination, of a right policy that is rejected and a wrong policy that is unchallenged, that is… breeding nationalism all across Europe… a rebellion against the mainstream parties in each country which have colluded with this bizarre situation.

This very combination offers, however, a way forward. Germany can be given its way on Grexit, in exchange for altering its attitude to the fiscal rules that are throttling the European economy. The funny thing is, this is what the IMF has been arguing for several years, at least in its economic analysis. One day, it might even be listened to.

The measurement and future of U.S. productivity growth

Productivity is a hard statistic to pin down. Never mind conceptual distinctions such as the difference between labor productivity and total factor productivity. The actual measurement of productivity itself—defined broadly as the effectiveness of producing a good or service—and its growth in the economy is debatable. The recent slow growth in productivity raises concerns that it is being mismeasured, but that problem may mask other problems in the economy that also may be crimping productivity growth.

But first, let’s look at the mismeasurement argument. The latest angst involving productivity measurement is captured in a Wall Street Journal article by Timothy Appel. Appel talks to several entrepreneurs and innovators in Silicon Valley, including Google Inc. chief economist Hal Varian, most of whom think that the official measurements by the U.S. Bureau of Labor Statistics undervalue many firms’ recent innovations. Varian’s employer is a perfect example: search engines can help workers easily access information that before would have taken much longer to find in a full research library. But these services are provided at no monetary cost to the consumer, thus not reflected in productivity statistics.

How much this “free problem” is biasing down productivity growth is an open question. It’s entirely possible, as Appel notes in his piece, that the seeming mismatch between the innovation and disruption we read about, and the official data is a matter of timing. When Appel quotes Nobel Laureate and Massachusetts Institute of Technology economist Robert Solow back in 1987 noting that “you can see the computer age everywhere but in the productivity statistics” the problem was that the benefits of the computer age hadn’t kicked in yet. Productivity eventually did increase later in the 1990s as the benefits of personal computer spread out to the broader economy.

This “diffusion” explanation just requires some patience on the part of economists and policymakers to wait for the fruits of recent innovation to filter into the broader economy. Eventually the innovations made at vanguard firms will flow outward, and the gains will end up staring back at us in the Bureaus of Labor Statistics data. At least that’s the rosy scenario.

The not so rosy one is this—the ability of productivity to diffuse outward might now be impaired. A recently released book by the Organization for Economic Co-operation and Development shows that productivity growth has been quite quick at many firms operating among its developed- and leading developing-nation members. But these innovations aren’t moving out to the rest of the firms in those economies. In other words, diffusion isn’t working as promised, moving from the innovative firms to the broader economy in the way computers did in the 1990s.

What exactly is impairing this diffusion? First, it’s important to note that economists haven’t exactly locked down a good understanding of how ideas diffuse, as University of Houston economist Dietz Vollrath points out. But one potential culprit, suggested by Timothy Taylor, the managing editor of the Journal of Economic Perspectives, is the slowdown in the rate of start-up firms. He suggests that bevy of new, quickly growing, and highly competitive firms could be one way to get new innovative ideas out into the broader economy. It is certainly the case that despite all the new innovation news out of northern California, the rate at which new firms are started is on the decline. There is no consensus on whether this trend is a cause of slower growth, or is because of slower growth.

Economists aren’t sure what’s causing the slowdown in startups, but their role in the diffusion of new technologies that spur productivity growth is a good reason to figure it out sooner rather than later. There may be some flaws with our current measurement system, but we’d be better served by thinking about the root causes of slower productivity growth rather than tinkering with the productivity calculations.

Is technological change key in the decline of U.S. labor share of income?

The share of national income going to U.S. workers has been on the decline since 2000 despite long-held economic expectations to the contrary. The reason for this decline has been the source of competing research and fevered debate over the past few years. Purported reasons for the decline range from offshoring and globalization, declining worker bargaining power, and, most famously put forth by Thomas Piketty in his book “Capital in the 21st Century, the idea of capital continuously accruing to the wealthy.

Another theory is that technology may also be key to the decline, not because of the speed of technological change, but rather because of its bias toward one factor: labor. The National Bureau of Economic Research last month published a working paper by economist Robert Z. Lawrence, a professor at the Harvard Kennedy School, who places technological change at the heart of the decline in labor’s share of U.S. income. His findings, however, contradict the idea that “robots” are stealing jobs, a familiar explanation.  His thesis rests on a surprising conclusion—that productivity growth in the U.S. economy has been more tilted toward workers in recent years, even though those workers are not enjoying the fruits of that growth in the form of higher wages.

But before we dive into Lawrence’s paper, let’s step back to remind ourselves of two important factors in the declining share of income going to labor in the United States. The first factor is what economists call the marginal elasticity of substitution between capital and labor. Essentially, this tells us whether a business would use more or less labor if the price of capital declines (or vice versa). An elasticity below one means the two factors are complements, and that a decline in the price of capital would increase demand for labor. But if the elasticity were above one, then more capital would be used, thus lowering demand for labor. Put another way, an elasticity below one means that capital and labor are complements, but if the elasticity is above one then they are substitutes.

And then there is the capital-output ratio in the economy. This is the ratio of the stock of capital previously invested in the economy to the total amount of goods and services produced in the economy in one year. Looking at the movements in the capital-output ratio alongside the marginal elasticity of substitution between capital and labor can tell us about the reasons for the decline in the labor share of income

One way for that share to decline is for the capital-output ratio to rise and the elasticity to be above one. This would be a sign of firms increasingly using capital as the return to capital doesn’t decline. Those with capital would increasingly gain (at the expense of labor) by investing their capital. This interpretation is at the heart of Piketty’s “Capital in the Twenty-First Century.”

The other way would be for the elasticity to be below one and the capital-output ratio to be on the decline. This combination would signal an increasing rate of return to capital, but firms would also be hiring labor as the two are complements. But the return to labor wouldn’t be as high as the return to capital, resulting in income shifting more toward capital. This would be the explanation for a declining labor share of income under a traditional neoclassical model of the economy.

According to Lawrence, the data show an elasticity below one, an increasing capital-output ratio, and a declining share of income going to labor (of course, there is still some debate about this). How does Lawrence explain a declining labor share? Lawrence argues that technological growth has increasingly become biased toward labor. This means that the effective capital-output ratio is actually on the decline and is consistent with a declining labor share.

Lawrence’s analysis contends that technology has increasingly gone toward boosting the productivity of labor rather than capital, resulting in a decline in the effective capital-output ratio. This means the return to capital would go up, as would the demand for labor. Increased productivity of labor is like increasing its supply in that a more productive worker can create more of a good in the same amount of time.

Lawrence also argues that low elasticity of substitution between capital and labor is analogous to the demand for labor being inelastic, meaning that the demand curve for labor is downward sloping and very steep. Movement down that curve—via a shift in the labor-supply curve—results in a decrease in wages that is larger than the increase in employment. So while this isn’t exactly what’s going on, the intuition leads to the same end result: a decline in the share of income going to labor.

Lawrence’s paper is similar to one by economists Ezra Oberfeld at Princeton University and Devesh Raval at the Federal Trade Commission. They also find a declining share of national income going to labor in the presence of an elasticity of substitution explained by technological growth that favors labor. Understanding why U.S. workers are reaping less of the national share of income, then, requires economists and policymakers alike to examine how labor-enhancing technologies are perhaps just as important as globalization and offshoring, the decline in unionization, and the triumph of capital over labor.