A monetary-fiscal theory of inflation

On December 17, 2015, the FOMC has raised its policy rate (IOER) from 25bp to 50bp. It has since raised the IOER rate three more times to 1.25%. Many on the committee seem convinced that further rate hikes are needed (in addition to actions designed to shrink the Fed's balance sheet, which is already shrinking relative to the size of the economy). What is the source of this enthusiasm for monetary policy tightening, given that the unemployment rate is close to target, and given a PCE inflation rate that has been undershooting the Fed's 2% inflation target for several years now?

The short answer is the Phillips curve. Or, to be more precise, a belief in the Phillips curve theory of inflation. The basic idea is that at very low rates of unemployment, competition for workers will lead to higher wages, with the associated costs passed on to consumers in the form of higher prices. Even if this wage pressure has been largely absent to date, it will (form sign of the cross here) eventually happen, and it's better for the Fed to get ahead of the curve, rather than risk having to raise its policy rate abruptly (and disruptively) in the future.

But what if the Phillips curve theory of inflation is not the best way to guide our thinking on the matter? What other theory might we turn to for guidance? Binyamin Appelbaum of the New York Times discusses a number of alternatives here (which I review in my previous post). In addition to the Phillips curve theory, he mentions explanations that I labeled: [1] Monetarist, [2] Expectations, [3] Internationalist/Technology. I mentioned in my previous post that I'd return to examining the Monetarist view, which I think is too often given a short shrift. I explain below how the Monetarist view is consistent with [2] and [3]. There is also the question of what the Monetarist view implies for policy. While the Phillips curve view has turned doves into hawks, I argue below that the Monetarist view should turn hawks into doves (given the present state of the economy).
 
Many people feel Monetarism has been discredited because economists who employed the theory to predict the inflationary consequences of QE were proved embarrassingly wrong. But this is along the lines of viewing scissors as a lousy tool because many barbers have used scissors to give awful haircuts.

To be fair to their critics, Monetarists sometimes overstate the role of money supply in determining the price-level and inflation. But let's also give credit where credit is due. We know how to create inflation. Just look at Venezuela today. No one can take seriously the notion that inflation is very high in Venezuela because the unemployment rate is far below its natural rate. Moreover, we know how to stop inflation. Tom Sargent's The Ends of Four Big Inflations showed us how it was done in history. Our understanding of these episodes revolve around Monetarist explanations that also take seriously fiscal considerations. Why can't the same theory be used to understand the present low-inflation environment and help guide policy? I think it can.
 
By the way, I've worked this all out in an open-economy version of the model I describe here. But nothing I say below hinges on this specific formalization; the basic idea is much more general. The two essential elements are: [1] safe government debt is a close substitute for central bank money; and [2] the demand for government money/debt can wax and wane over time (perhaps in St. Louis Fed regime-switching style).

The first property is important for understanding the economic consequences of open-market operations like QE. In the old days, when U.S. treasuries were yielding (say) 10% and Fed reserve liabilities were yielding 0%, an open-market swap of money for bonds could be expected to have a big effect. The same size open-market swap in a world of 1% reserves and 2% treasuries is not likely to have as great an impact. In the extreme case where reserves and treasuries have identical yields, open-market operations are not likely to have any effect at all--apart from inducing banks to accumulate excess reserves (in place of the treasuries they would have otherwise held). I think this is the main reason for why large-scale asset-purchase (LSAP) programs have had much smaller effects than what many had expected.

The fact that bonds become close substitutes for money when their yields are similar explains how the supply and demand for bonds can influence the inflation rate. Normally, we think of an increase in the demand for bonds as lowering bond yields. This is correct. But what happens when those yields approach the corresponding yield on interest-bearing money? (In the old days, when interest on reserves was zero, this limit was called the zero-lower-bound). An increase in the demand for bonds in this case must manifest itself in other ways. One way is for the price-level to fall. That is, a market-mechanism for expanding the real supply of nominal bonds is for the price-level to fall. One way this manifests itself is as China selling its goods for less USDs to acquire the USTs it so desperately wants.

The second property is important for understanding how inflation can fall even in the face of a growing supply of money/bonds. Admittedly, a bit of religion is required here, but I'm not sure what else to believe in. Suppose we can observe the supply of oil. We see a sudden increase in the supply of oil. At the same time, we see the price of oil rise. While the demand for oil is not directly observable, I think it's fair to say that most people would conclude that the (unobserved) demand for oil must have increased by more than the (observed) increase in supply. I want to apply the same thought-organizing principle to the price of money and bonds.

The story is familiar to those who point to declining money (and debt) velocity. In my formal model, I have a parameter that indexes the growth rate in the demand for real money/bond balances (where money and bonds take the form of USDs and USTs, respectively). In the open-economy version of my model, I have a "money demand growth regime" originating from the foreign sector. In the model, this regime translates into persistent U.S. trade deficits, representing the foreign sector's desire to acquire USD/UST at an elevated pace. There is in fact considerable evidence suggesting a large and growing foreign appetite for U.S. money/bonds over the past decade. Japan and China have each accumulated about one trillion dollars in USTs, for example. Moreover, it is known that USTs play an important role as exchange media (collateral) in credit derivatives markets and the shadow banking sector. Lately, the demand for such securities has been enhanced by a variety of regulatory reforms targeting the banking sector.

Bringing these elements together, the story that unfolds goes something like this. For years, several forces have conspired to elevate the (growth in the) demand for USD/USTs, driving yields ever lower. The financial crisis and associated "flight to quality" phenomenon served to exacerbate this secular force (with subsequent regulatory reforms adding to it further). Given an historically normal pace of money/debt expansion, these forces would have been hugely deflationary. The effect of the large increase in USTs following the crisis was to counteract this deflationary effect. But the U.S. debt-to-GDP ratio has essentially flat-lined since 2013. In the meantime, demand for the product continues to grow. With bond yields very close to the Fed's IOER rate, the result is persistently low inflation. And it's no surprise that now, after years of low inflation, that inflation expectations remain subdued.

No doubt some of you will find holes in this story, some inconsistencies perhaps, with past episodes or other countries. But I'm not claiming that this is the story; I'm simply suggesting that it may be an important part of it. And to the extent that it is, what does it imply about the current configuration of monetary and fiscal policy?

In my model, raising the policy rate in the face of stable or declining inflation has the effect of increasing the attractiveness of government money/bonds. The model highlights a portfolio substitution effect where savers redirect resources away from private capital spending (including expenditure on recruiting activities) toward money and bonds. The effect is contractionary. Is this really what we want/need right now? Moreover, in my model, the effect a higher policy rate on inflation depends critically on how the fiscal authority responds. (As Eric Leeper and others keep on reminding us, every monetary policy action must have a fiscal consequence.) A higher policy rate will increase the carrying cost of the debt, and Fed remittances to the U.S. treasury will decline. How will this added fiscal burden be financed? If the government makes no adjustment to its tax/spend policies, then the treasury will be forced to increase debt-issuance at a more rapid pace--an effect that is likely to increase the inflation rate (a result consistent with the so-called NeoFisherian view). Alternatively, if the government goes into austerity mode, cutting expenditures and/or raising taxes, the effect is likely to be disinflationary. This is all based on standard Monetarist thinking--we do not need the Phillips curve (which, by the way, exists in my model via a Tobin effect).

To the extent that the forces I've described above are present in reality, the analysis here calls into question the need for monetary policy tightening too rapidly at this time. Low unemployment does not necessarily portend higher inflation. And keep in mind that other measures of labor market activity, like the prime-age employment-to-population ratio, are still below their historical norms. Of course, this does not mean that monetary policy makers can afford to ignore the threat of inflation. While the worldwide demand for U.S. nominal debt instruments has been robust for a long time now, this "high U.S. money demand" regime is not likely to last forever. When the growth in money demand abates, the consequence is likely to manifest itself as higher inflation expectation (and bond yields)--much like what we observed following the November 2016 presidential election in the United States, except on a much larger scale. A good policy framework should make provisions for these and other contingencies, including sudden changes in the structure of fiscal policy.

Let me sum up and conclude. An elevated demand for U.S. dollars and treasuries has put downward pressure on bond yields and the inflation rate. Both the Fed and U.S. Treasury have partially accommodated this elevated demand. The result is a PCE inflation rate averaging about 1.5% since 2009, only 50bp below the Fed's official 2% target. The economic losses (or gains) associated with this "missing" 50bp of inflation going forward are difficult to quantify, but it's difficult for me to imagine that they are very large (and especially at this point in the recovery dynamic, where inflation expectations appear roughly consistent with the actual inflation rate).

But suppose that I am wrong and that it would be desirable to raise the price-level path back to its pre-2008 trend (something that would require a few years of inflation running above 2%). Is this even economically feasible? Does economic theory and experience provide a recipe? The answer is yes: have the central bank monetize the deficit until the price-level hits its target. (If the price-level never rises, then the government can enjoy a perpetual free lunch, cutting taxes and paying for goods and services with newly-issued non-inflationary money.)

But don't hold your breath for this to happen anytime soon. The constraints in place are not economic, they are political. Many public officials and the people they represent are growing uncomfortable with historically high debt-to-GDP ratios and large central bank balance sheets. They see the large supply of government debt, but they cannot see the large demand for the product driving yields down. Instead, they interpret low interest rates as enabling a large supply. And so, political pressure is presently running in the direction of austerity and smaller central bank balance sheets. Of course, if this is what the people want, this is what the people should get. But then, let's not spend so much time fretting over a 50bp miss on inflation, or bemoan the apparent lack of a coherent theory of inflation.

*******

PS. This post was motivated in part by Noah Smith, who tweeted:


I discuss the case of Japan in greater detail here: The failure to inflate Japan

Where's the inflation?

The PCE inflation rate in the United States has been consistently below the Fed's official 2% target for many years now. Equally persistent are the forecast errors of those who have expected inflation to rise to its target level (and possibly beyond).

What accounts for the missing inflation? In a recent NYT article, Binyamin Appelbaum mentions four theories of inflation: (1) Monetarist, (2) Phillips Curve, (3) Expectations, and (4) Internationalist. Let me briefly describe and comment on these four views.

Monetarist. The price-level is determined by the supply of money relative to the demand for money. Inflation (the rate of change in the price-level) is therefore determined by the rate of growth of the money supply net of the rate of growth in the demand for money (often proxied by the growth rate in real GDP).

This theory has been discredited by conservative economists using it to forecast impending inflation following the large increase in the supply of money, as measured (say) by the Fed's liabilities. (Whether the theory deserves to be discredited is another matter, to which I will return in a subsequent post.)

Phillips Curve. This theory, held by Janet Yellen and other FOMC members, is based on empirical evidence like this:
That is, it appears that the inflation rate is negatively correlated with the unemployment rate, which is
used widely as a proxy for aggregate demand. The interpretation of this data goes something like this: As the aggregate demand for goods and services picks up, firms are motivated to hire more workers. As the unemployment rate declines, workers are able to demand higher wages. These costs are then passed on to consumers through higher product prices.

While the story sounds plausible, it is not without problems. It seems sensible to suppose that the bargaining power of workers is improved when the unemployment rate is low. And growing worker productivity is an important source of economic growth. Both of these forces suggest that the real (inflation-adjusted) wage should rise when unemployment is low (or falling). But why should rising real wages result in higher wage and price inflation? The answer is not immediately clear.

Another problem associated with this view seems is the propensity of its adherents to take the statistical evidence of the Phillips curve as prima facie evidence of their theory of the Phillips curve. In fact, economists have known for a long time that there are many other mechanisms that might generate a negative relationship between the unemployment rate and inflation. The Tobin effect, for example, asserts that the direction of causality runs in the opposite direction: higher inflation induces a portfolio substitution out of government securities into private investment (including recruiting investment), which leads to lower unemployment.

Finally, as one can see from the data, the Phillips curve slopes down. Except for when it doesn't.  (This is not entirely fair as it is what one would expect from an inflation-targeting central bank adjusting its policy rate judiciously in response to various shocks.)

Expectations. There are several variants of this view. One is that the rate of inflation depends on the expected rate of inflation and that inflation expectations are largely indeterminate in the sense that they can become a self-fulfilling prophecy. After almost a decade of low inflation, what else are individuals supposed to believe? Eventually, low inflation expectations get baked into lower wage settlements and lower pricing decisions, which results in low inflation.

This story sounds plausible. But it suggests an inertial aspect to expectation formation that may have less to do with recent experience and more to do with how individuals expect policy to evolve in the near future. This latter possibility has been demonstrated convincingly by Tom Sargent in The Ends of Four Big Inflations.
 
Internationalist. As explained by Binyamin, this view holds that low inflation across the developed world is due to the rise of the developing world. The threat of outsourcing keeps a lid on domestic wage pressures, while a flood of cheap goods from foreign countries helps to keep domestic product prices down, both directly (because we pay less for imports) and indirectly (because the threat of competition from imports induces domestic producers to keep prices low).

This view was also expressed as a reason for low inflation by Janet Yellen. Quoting the article, "She and other officials also have noted that the weakness of the global economy allowed the United States to import foreign goods at low prices." There is some evidence suggesting this is true. The following diagram plots the PCE inflation rate (blue) against the inflation rate associated with the import price deflator:
What are we to make of all this? According to Adam Posen, "policy makers are sailing without the guidance of a convincing model."  This sounds right to me, but not because a convincing (or at least, semi-plausible) model is absent. In particular, I can think of a model that is broadly consistent with observation. Moreover, it's a model that's not inconsistent with any of the theories described above.

I'll describe this model in my next post (stay tuned, I won't keep you waiting too long).



The Saga Continues: A New Addition to the Currency Unions and Trade Literature

Previously on this blog, I have written about the saga of the Currency Unions and Trade literature. This literature began with Andrew Rose, the famed discoverer of the finding that currency unions, like the Euro, appear to have an effect on trade that is nothing short of miraculous. Effect estimates range in the 100% to 1,300% range, according to researchers at places like Harvard and Berkeley.

I published my very first academic paper about this topic, and found that the earlier large estimates of currency unions (CUs) on trade were driven by rather blunt omitted variables, such as warfare, decolonization, and communist takeovers, and were also sensitive to dynamic controls. I wrote that countries joining the Euro should not expect any large effect on trade.

A new paper by Glick and Rose came out last year which used more recent data, and, once again, found a large impact of CUs, including for the Euro. I was, once again, skeptical, so I assigned my undergraduates a search-and-destroy mission. This was aided in part by Andrew Rose's very laudable practice of posting his data online, which allowed my students to search and destroy. The original authors, to their credit, responded in the comment section of that post. I posted Reuven Glick's thoughtful response here, along with my own response.

In any case, Aleksandr Chentsov and I decided to go ahead and write up a new paper on the topic: "Breaking Badly: The Currency Union Effect on Trade". In the paper, we essentially tested whether these same omitted variables which were driving the effect initially were also driving the effect using this much larger dataset, and whether omitted variables (think the EU) might also be driving the results for the Euro Area as well.

The basic problem can be seen from the evolution of trade between Pakistan and India (Figure 1 below). After the dissolution of the currency union in 1965, trade did, in fact, plummet. By 99.8%. It would thus seem to provide evidence for a large impact of CUs on trade. If Greece leaves the Euro, one might wonder that something similar might happen. However, it doesn't exactly take an expert in International Relations to know that India and Pakistan haven't always gotten along swimmingly. 1965 also happened to be the year when a brutal border war broke out over the legacy of partition, following Pakistan's "Operation Gibraltar". It provides a better guide to what might happen if Greece defaults on all of its debts, gets kicked out of the Euro Zone, and then the EU invades it in retaliation, but Greece fights it to a stalemate.

Figure 1: Trade Between India and Pakistan. The vertical red line shows the end of the Currency Union, which also happened to coincide with the Indo-Pakistani War of 1965.

























The example of India and Pakistan was hardly an isolated case. We write in the paper that "In addition, all of the countries which left the French Franc -- Tunisia, Algeria, and Morocco -- did so after major conflicts resulting in independence (see Thom, 2006). These included separatist bombings in the case of Tunisia, a war of independence in the Algerian case, and anti-colonial rioting in Morocco. All five of Portugal's former colonies which had also shared currency unions likewise had to fight for their independence, some of which included prolonged guerrilla wars." When you exclude these cases, the measured CU effect shrinks.

This brings us to the Euro. Just as leaving a currency union -- which, like marriage, are meant to be forever -- is typically a sign of geopolitical turmoil, joining a currency union is typically a sign of good/improved/improving political relations. In the Europe case, my students noted that one would want to control for the entire history of European integration, from the Coal and Steel Community, to the EU. One perceptive student noted that prior to the 1990s, some parts of the Euro Zone today, such as East Germany and other late joiners in Eastern Europe, were all part of the Warsaw Pact.

Our goal, then, was to find appropriate control groups for both Western and Eastern Europe. For Western Europe, we used either (1) other EU countries not in the Euro, or (2) other Western European countries not in the Euro. For Eastern Europe, we compared the evolution of trade between the EE Euro entrants and other EE countries not in the Euro. The results in either case did not suggest a measurable/significant impact on trade. In Figure 2, we plot the evolution of trade in Euro Area countries in Western Europe relative to trade with Non-Euro countries. Relative to 1999, we actually found that Euro members traded slightly more with non-Euro members in 2013, although the difference wasn't even close to statistical significance. However, Euro members had experienced a dramatic increase in trade in the 1950s. Thus, a simple dummy strategy which averages trade before and after the Euro was formed can lead one astray.
Figure 2: Trade intensity of Euro Members relative to Non-Members over time. The vertical red line in 1999 denotes the formation of the Euro. 
































We do much more in our paper. Looking at each major CU separately, we find that there really aren't any clear-cut examples for the CU effect, but there are many counterexamples (such as the Euro above). Often, there were dramatic trade declines in the final years of a CU, and then trade recoveries after dissolution. In addition, we also ran the traditional panel gravity regressions, and once again found that the results are sensitive to omitting the CU switches which coincided with war or other major geopolitical events, and adding in other CU-specific controls (such as for the EU).

Some general lessons for empirical research in international trade that research on this topic taught me include:

(1) one should always be mindful of dynamics. Particularly when regressing a level variable that trends on another variable which trends. (Most country pairs have just one CU switch, so any trend in the data could lead to incorrect inference.) This is often my first or second concern when I see papers presented at conferences.

(2) One should always plot their data. I think many authors do not do enough of this. Doing so can allieve the first concern. In the more recent version, Glick and Rose did at least plot pre-treatment trends, a clear improvement. But the existence of pre-treatment trends implies a non-randomness of the treatment.

(3) Are the errors clustered appropriately? In this paper we found we could shrink the t-score on the Euro impact by 80% simply by using multi-way clustered errors.

(4) Is the effect size plausible based on what else we know? In this case, we knew that currency pegs are correlated with much smaller effect sizes, and that indirect pegs -- more likely to be random -- are not correlated with higher trade flows at all. In addition, the effect sizes which have been bandied about in this literature were orders of magnitude larger than, say, the Smoot-Hawley tariff. Simply too large to be believed. And Glick and Rose also had argued that some CUs cause sharp contractions in trade, while others had no effect, even while others had very large positive effects. Why such dramatically different effects for each CU? The answer is that there were simply different historical forces in play for each CU, and these forces overshadowed whatever small effect CUs may have.

(5) Always think about endogeneity! It's such an obvious, and ubiquitous problem that I don't know if it's necessary to add this point. But I do think this deserves to be a textbook cautionary tale of a non-random treatment leading researchers badly astray.

Is this research that important in the end? Admittedly, most countries that joined the Euro did not do so based on their belief of the CUs and trade literature. Nevertheless, the Euro has, in my view, been mostly a catastrophe for southern Europe. I believe the first best option for these countries would be more aggressive pro-growth stimulus from the ECB, but, absent that, I think these countries should think seriously about exit. While the Euro is a bit different from most other currency unions (the definition is that two countries have currencies that trade at a 1:1 par value), there is no hard evidence that Euro Area countries will face a trade collapse if they leave the Euro.

In any case, I did have a senior economist sit me down and tell me not to write this paper. The logic is obvious. You get places in academia by forming close relationships with powerful people, not by pissing them off. These guys no doubt have close relationships with many other economists in the field. They likely also referee lots of papers a year, and will likely be asked to referee this paper. Most editors understandably won't want to touch this controversy with a 10-foot pole, (several websites took a pass on a column about this paper, one on the grounds that my coauthor and myself are at less prestigious institutions than Glick and Rose; how could an MIT Ph.D. be wrong?) while many potential referees are also no doubt close friends with the authors. I expect to submit this paper 7-10 times, but that is relatively normal. The original researchers will no doubt take my criticism of their research personally, and will likely do everything in their power to sabotage my career. Undoubtedly, there are powerful corrupting forces in academia.

Or, maybe not. Maybe the authors will understand that it wasn't personal. Maybe the editor and referees will judge our paper based on its merits. The only way to find out is to write the paper and submit it. So that's what we did.



Is Craig Wright Satoshi and Does It Matter ?

* This post was written before the fork and needs to be updated. I wrote it because I was worried that many Bitcoin owners who will be getting their BCH tokens have been advised in the main forums to ditch them for BTC as soon as possible in order to tank the price of the new token. I felt that this was wrong. At the very least the public should have been advised to do nothing and wait for events to play out. Acting on the wrong advice will lead to losses.

Does it matter if CSW is Satoshi - NO DEFINITELY NOT . Does it matter if you believe CSW is Satoshi - YES. Under normal circumstances no, but these are not normal circumstances. We are getting a hard fork on 1 August. This means we will all have BCC and BTC in our wallet. You have a choice Sell one or the other or keep both. Where you end up depends on what you believe in. I believe that the BCC fork will survive and in the end will surpass the BTC chain.

1) CSW supports the BCC chain.
He is nChain and they are introducing split chain and new op codes for Turing completeness
2) Replay protection on BCC chain

These people are serious and responsible, plus the system they use makes it fraud proof and opens the way for sharding.

These are enormous improvement to the Bitcoin protocol. Turing completeness was the whole reason for Ethereum's inception.

3) Sharding is the holy grail for Ethereum and they have not succeeded. Basically sharing the processing load on different computers. BCC adopts Bip143 style signature, which solves malleability and makes the system fraud proof, which is necessary for sharding.
All these developments are on BCC and not BTC. Can they not be adopted? Sure they can, but Core have proven so far that they don't look outside their sphere. Plus they absolutely hate the big blockers.

4) What happens after the fork?
The first thing is that BCC has bigger blocks while BTC will have 1MB for at least 3 months. So it will be cheaper to transact on BCC. This I believe is the biggest organic push by users to BCC and the miners and developers must follow the users. Also the people on the BTC side of the chain will always be arguing if the 2mb hard fork will be activated while te people on BCC will get on with business. You win by what you do not what you say.

Will BCC chain survive? What if it has low hash rate behind it? It will survive because the community sees the benefit of having a second option in case the first option fails. Means the big miners will not attack the BCC chain. And there will be a second chain because the people behind it are willing to mine the chain even though it is less profitable to do so.

So it is important on which chain you want to be on. You can sit and do nothing and all will be well but what if you want to spend some BTC? Are you going to spend your BCC or BTC? If you want to take a position, taking the wrong position means you will lose your money. So it is important if you believe CSW is Satoshi or not. Long term (6 months) both chain cannot survive one will wither and become an Alt.

Why I believe CSW is Satoshi
It really does not matter if he is or is not, except to satisfy one's curiosity. But look at it this way. What does it take to be Satoshi? He must have very good grasp of programming, cryptography, game theory, Maths, Economics and Philosophy. Is Satoshi one person or a group. I argue that it is one person and he solve the Byzantine Generals problem, help by small group of people after the release of the software. You will also need to have a connection to these small group of people.

Solving the Byzantine General problem is what scientist call a hard problem. It is not obvious and the solution is worthy of the Nobel prize. So why did he release it anonymously? I think because he knew that if it did not get traction and adoption it will die either from within or without. He was worried about Wikileak using bitcoin before Bitcoin was ready. Attracting attention to it will surely get it stomp on by the authorities, and open himself to criminal prosecutions. Every other person who engaged in digital money up to then have had legal and criminal problems to content with. Can you count how many people dismiss it outright at first glance only to rediscover and adopt it later when it refuses to die.

Lastly, this is a gift to humanity. It takes a special kind of person to do that. One must have "lived". Such a person will be a contradiction. A complex person. One where the Yin and Yang flares up easily.

Public Service Announcement: The US Labor Market is Still Losing Ground Relative to Trend

We keep hearing how good the labor market is these days. We've created more than 16 million jobs since the financial crisis! Unemployment is the lowest since 2001!  Time to raise rates, since the economy is overheating. Of course, this mostly comes from current and former policy makers, all of whom have a stake in trying to tell us that the Obama/Bernanke, or the Trump/Yellen economy has done quite well. However, how does job creation look like these days in terms of the long-run historical rate of job growth in the US? I plot total nonfarm employment relative to the long-run trend below. It looks a bit worse than I imagined, actually. We are now something like 23% below the long-run trend, but the surprise for me is that even in the past couple years, as the Fed tightens MP due to an economy that is supposedly overheating, we seem to still be moving further away from the long-run trend.


Of course, there are caveats here. Population growth did naturally slow a bit, and the absorption of women into the labor force was a one-time event that was mostly played out by the 2000s; 9/11 exogenously reduced immigration, and thus job growth, and the Boomers have been retiring, etc. Certainly, you could also quibble a bit with the trend. Yet, even if you plot the trend from 1945 to 1995, in recent years we still will not really have been gaining on this slower trend growth. These other events/excuses/caveats are not going to explain the relatively sudden collapse of employment some 20% +/- below trend. And why should exogenous negative shocks to labor supply cause wage growth to slow? I'm afraid I'm losing the plot of these other stories.

I have another explanation: maybe the economy is not really that overheated.


Note: you can follow me on twitter @TradeandMoney

In the Idiocy of Kevin Warsh: More Evidence for the 'Self-Induced Paralysis' Thesis

I believe it is clear that the main reason the economy has been growing slowly since the financial crisis is overly tight monetary policy. Inflation has been chronically low. The unemployment rate now admittedly looks good, but this is primarily due to workers leaving the labor force. The employment rate has not recovered, as can be seen below. Certainly, things are improving, and things will look better if you limit to prime-age adults, but then again, you could argue that the prime-age employment rate numbers might look better than usual due to baby boomer retirement. Wage growth is also slow, pointing to a still-weak labor market, nearly 10 years after the recession began. And, yet, despite that, the Fed has taken five consecutive tightening actions in terms of ending QE and raising interest rates. The result of this has surely been to help keep inflation below target and GDP growth below its long-run level.
















In particular, look at the above graph in 2009, when the Fed adopted no new stimulus despite headline deflation and mass job losses, on net (in terms of rates or asset purchases, forward guidance was done), or in 2010, when the Fed raised the discount rate. What on Earth could they have been thinking?

Despite this logic, I suspect that many economists have a deep respect for Ben Bernanke, who I also like and respect, even if I disagree with him on some things, and thus wonder how he could have gotten things so wrong. Part of the answer might be that Ben Bernanke, ever a consensus builder, would have liked to do more, but was also constrained by other members of the FOMC. Sam Bell provides some evidence for this in a can't miss article on Kevin Warsh, who now appears to be a front-runner for the Fed Chair job, who was still worried about inflation pressures even after Lehman Brothers failed in 2008.

First, Bell notes that Warsh is a lawyer by training, who was only appointed to the Fed at age 35 with a light resume after his father-in-law, Ronald Lauder, heir to the Estée Lauder fortune and apparently a confidant of Donald Trump, likely influenced his selection with donations.

Even as the economy was tanking in 2008 and 2009, Bell writes that "Warsh adopted a skeptical and increasingly oppositional posture. He doubted the Fed could do much good without creating much bigger problems."

Much bigger problems? What could be a bigger problem than letting the economy burn in a financial crisis?
"In March 2009 he told his Fed colleagues that he was “quite uncomfortable with the idea of purchasing long-term Treasuries in size” because “if the Fed is perceived to be monetizing debt and serving as a buyer of last resort in the name of lowering risk-free rates, we could end up with higher rates and less credibility as a central bank.”"
The Fed should hold off on more stimulus in the worst recession in 75 years because it might actually end up with higher rates and lose credibility? Why wouldn't the Fed lose credibility if it was perceived as not fighting the recession? Warsh continued to warn about the dangers of both monetary and fiscal stimulus in 2010.

Warsh was also far and away not the only crazy one at the Fed at that time. In 2011, when I worked as a Staff Economist at the President's Council of Economic Advisors, I had a conversation with Daniel Tarullo, who told me he believed that Jean-Claude Trichet's interest rate hikes in 2010 -- which are widely seen to have been premature and to have helped ignite the European Debt Crisis -- were justified. These comments suggested to me that Tarullo was somewhere to the right of Genghis Khan on monetary policy. Then, there were also worthies like Richard Fisher, Often Wrong but Seldom Boring, who "warned throughout most of 2008 that inflation was the primary danger to the economy". 

And that, my friends, is how the Tea Party was born.

The other thing to note about the FOMC is that it's a job most people seem to not want to do for very long. It's a revolving door. Most people will do it for 4-5 years, and then quit for greener pastures, as it is not a job that pays that much, particularly by the pornographic standards of finance and banking. Even top university professors can make much more. It's a mix of people who are politically connected, bankers, and academic macroeconomists. And even the latter group can be a mixed bag. And, despite this, (or, should I say, in part because it is a revolving door) the Obama administration never took its appointments seriously. They left in place an FOMC made up mostly of Republicans, including staunch white male MBA-holding Republicans raised in the south in the 1960s. Obama's economic advisors apparently did not see this as potentially problematic.

And, then we had Bernanke, who apparently still holds the view that economic growth in the US economy is still more-or-less OK. In 2011, I also had a conversation with Ben Bernanke. I saw as soon as I began talking to him that he figured I would criticize him for QE, or inciting hyperinflation with all this money printing. He was actually surprised when I asked him why he wasn't doing more, given that core inflation at the time was running around 1.4%. His response is that higher inflation wasn't costless. But I didn't see how inflation of 2% vs. 1.4% would be as costly as millions of people out of work. It seems, few people at the Fed were trying to influence him in the direction of doing more.

What all of this evidence does is make the thesis of "Self-Induced Paralysis", that the major problem with the US economy is overly tight monetary policy, more plausible. You had the competent, but cautious Bernanke who likely wanted some more stimulus, but was surrounded by a group of idiots concerned about inflation in 2008. And, even Bernanke himself clearly seems to be in a state of denial about US growth prospects. The reality is that the people who controlled monetary policy since 2009 are a mix of those who believed hyperinflation was just around the corner, those who believed monetary stimulus in a severe recession would do more harm than good, and on the dovish side a Chairman who hasn't noticed that the US economy that, since 2008, has consistently been growing slower than it used to.

In any case, let's return to Kevin Warsh for a minute. How bad would he be as Fed Chair? Likely a disaster. Certainly a disaster on regulation, and likely also a disaster on monetary policy. The only catch here is that he will be a perfect Fed Chair for Trump, as he'll be a yes-man Trump can control 100%. Although Trump sounded hawkish on monetary policy on the campaign trail, I always imagined he would eventually change his tune as President -- particularly once the election is on and he realizes the Fed can deliver faster growth. Thus, he could, in fact, adopt looser monetary policy and pave the way for a second term for Trump. Or, he could be the Kevin Warsh he was during the Financial Crisis, and continue the Yellen tradition of slightly-too tight policy. I think we won't know the answer to this until it happens, although I would probably put higher odds on the latter.


Note: you can follow me on twitter @TradeandMoney



Ben Bernanke, in Denial? "When Growth is Not Enough"

"When Growth is Not Enough" is the title of a recent Ben Bernanke speech in Portugal. I found it via the NYT article on the "Robocalypse", which contained this bizarre quote from Ben S. Bernanke "as recent political developments have brought home, growth is not always enough."









However, as you can see, something terrible has happened to US GDP growth, which is now more than 20% below its long-run trend, even if it has escaped the attention of our former Fed Chair. On twitter, Kocherlakota and I were both hoping he'd been taken out of context. Unfortunately, that turned out not to be the case. 

In his speech, Bernanke is trying to make sense of how his tenure at the Fed was followed by a populist political rebellion. To his credit, early in the essay, he does admit that the "recovery was slower than we would have liked", but in the round, as the title of his speech suggests, he is a glass-is-half-full kind of guy on the economy "the [Fed] is close to meeting its ... goals of maximum employment and price stability... more than 16 million ... jobs have been created... the latest reading on unemployment, 4.3 percent, is the lowest since 2001." He then writes "So why, despite these positives, are Americans so dissatisfied?" He lists four reasons:
  1. Slow median income growth, especially for male workers. Hourly wages for males have declined since 1979.
  2. Declining rates of intergenerational mobility
  3. Social dysfunction in economically marginalized groups (see Case-Deaton on mortality increases for working-class Americans).
  4. Political alienation.
What were the causes of these? Bernanke pushes the Gordon thesis that wartime technologies led to the boom in the early post-war period. He notes that productivity growth has been slow the past 10 years.  He correctly notes that there was a China shock (which is good, would be nice if he also mentioned exchange rates), and also argues that globalization has led to the rise in inequality. In terms of policy, he argues that more could have been done to secure the safety net and help the downtrodden.

There is much to like in the essay, and I'm not opposed to his policy prescriptions. I also agree that inequality could be part of the problem. But that there were several things that struck me.

First, Bernanke also doesn't buy the Reagan/Thatcher revolution as the cause of the growth of inequality in the US and UK. He seems to think some combination of globalization/SBTC is the cause. At least he is in good company -- Krugman, Avent, DeLong, and David Autor -- all people I respect and have learned a lot from, also don't seem to buy it. I have no idea why. 

In my own research with Lester Lusher (see here and here), we concluded that trade almost certainly was not a major cause of the rise of inequality in the US. The aggregate timing just wasn't quite right, inequality increased just as much in sectors not directly affected by trade, and other countries that trade a lot (Germany, Sweden, Japan) did not see anything like the increase in inequality in the US or UK. And when inequality finally did increase in these countries, it followed cuts in top marginal tax rates just like it did in the US and UK.

Second, reading between the lines, Bernanke seems to have caved a bit in his debate with Summers on the source of Secular Stagnation. Now he seems to be closer to the view that there was some autonomous decline in technological growth. I'm very skeptical of this view, although I'll concede it's hard to prove either way.

The big one, of course, is that Bernanke does appear to be in a bit of denial that GDP growth really has slowed. He credits the Fed for price stability, without noting that the Fed has undershot its own stated inflation target for nearly a decade now. He also doesn't mention how/why both he and the ECB raised interest rates in 2010 (no, that isn't a typo). Why shouldn't tight money in a recession lead to slow growth? Of course, it would be nearly impossible for anyone to view such a horrible thing such as the election of Donald Trump, which likely was caused in part by a weak economy (the economy always matters for elections), and realize that one's own policies were at fault. 

Unfortunately, in recent months, the US has gotten more bad news on the GDP front. Is the problem that we've already invented everything worth inventing, and growth will just naturally slow, as Robert Gordon suggests? Or is the Robocalypse upon us, as some would have us believe? Or is it that the Fed ended QE prematurely and then raised interest rates four times in a row despite inflation at 1.5%? 

I'm going to go with the latter. After all, if GDP growth and inflation are both below target, and the Fed tightens monetary policy, tell me what is supposed to happen?