The monetary transmission mechanism – causality and monetary policy rules

Most economists pay little or no attention to nominal GDP when they think (and talk) about the business cycle, but if they had to explain how nominal GDP is determined they would likely mostly talk about NGDP as a quasi-residual. First real GDP is determined – by both supply and demand side factors – and then inflation is simply added to get to NGDP.

Market Monetarists on the other hand would think of nominal GDP determining real GDP. In fact if you read Scott Sumner’s excellent blog The Money Illusion – the father of all Market Monetarist blogs – you are often left with the impression that the causality always runs from NGDP to RGDP. I don’t think Scott thinks so, but that is nonetheless the impression you might get from reading his blog. Old-school monetarists like Milton Friedman were basically saying the same thing – or rather that the causality was running from the money supply to nominal spending to prices and real GDP.

In my view the truth is that there is no “natural” causality from RGDP to NGDP or the other way around. I will instead here argue that the macroeconomic causality is fully dependent about the central bank’s monetary policy rules and the credibility of and expectations to this rule.

In essenssens this also means that there is no given or fixed causality from money to prices and this also explains the apparent instability between the lags and leads of monetary policy.

From RGDP to NGDP – the US economy in 2008-9?

Some might argue that the question of causality and whilst what model of the economy, which is the right one is a simple empirical question. So lets look at an example – and let me then explain why it might not be all that simple.

The graph below shows real GDP and nominal GDP growth in the US during the sharp economic downturn in 2008-9. The graph is not entirely clearly, but it certainly looks like real GDP growth is leading nominal GDP growth.

RGDP NGDP USA 2003 2012

Looking at the graph is looks as if RGDP growth starts to slow already in 2004 and further takes a downturn in 2006 before totally collapsing in 2008-9. The picture for NGDP growth is not much different, but if anything NGDP growth is lagging RGDP growth slightly.

So looking at just at this graph it is hard to make that (market) monetarist argument that this crisis indeed was caused by a nominal shock. If anything it looks like a real shock caused first RGDP growth to drop and NGDP just followed suit. This is my view is not the correct story even though it looks like it. I will explain that now.

A real shock + inflation targeting => drop in NGDP growth expectations

So what was going on in 2006-9. I think the story really starts with a negative supply shock – a sharp rise in global commodity prices. Hence, from early 2007 to mid-2008 oil prices were more than doubled. That caused headline US inflation to rise strongly – with headline inflation (CPI) rising to 5.5% during the summer of 2008.

The logic of inflation targeting – the Federal Reserve at that time (and still is) was at least an quasi-inflation targeting central bank – is that the central bank should move to tighten monetary condition when inflation increases.

Obviously one could – and should – argue that clever inflation targeting should only target demand side inflation rather than headline inflation and that monetary policy should ignore supply shocks. To a large extent this is also what the Fed was doing during 2007-8. However, take a look at this from the Minutes from the June 24-25 2008 FOMC meeting:

Some participants noted that certain measures of the real federal funds rate, especially those using actual or forecasted headline inflation, were now negative, and very low by historical standards. In the view of these participants, the current stance of monetary policy was providing considerable support to aggregate demand and, if the negative real federal funds rate was maintained, it could well lead to higher trend inflation… 

…Conditions in some financial markets had improved… the near-term outlook for inflation had deteriorated, and the risks that underlying inflation pressures could prove to be greater than anticipated appeared to have risen. Members commented that the continued strong increases in energy and other commodity prices would prompt a difficult adjustment process involving both lower growth and higher rates of inflation in the near term. Members were also concerned about the heightened potential in current circumstances for an upward drift in long-run inflation expectations.With increased upside risks to inflation and inflation expectations, members believed that the next change in the stance of policy could well be an increase in the funds rate; indeed, one member thought that policy should be firmed at this meeting. 

Hence, not only did some FOMC members (the majority?) believe monetary policy was easy, but they even wanted to move to tighten monetary policy in response to a negative supply shock. Hence, even though the official line from the Fed was that the increase in inflation was due to higher oil prices and should be ignored it was also clear that that there was no consensus on the FOMC about this.

The Fed was of course not the only central bank in the world at that time to blur it’s signals about the monetary policy response to the increase in oil prices.

Notably both the Swedish Riksbank and the ECB hiked their key policy interest rates during the summer of 2008 – clearly reacting to a negative supply shock.

Most puzzling is likely the unbelievable rate hike from the Riksbank in September 2008 amidst a very sharp drop in Swedish economic activity and very serious global financial distress. This is what the Riksbank said at the time:

…the Executive Board of the Riksbank has decided to raise the repo rate to 4.75 per cent. The assessment is that the repo rate will remain at this level for the rest of the year… It is necessary to raise the repo rate now to prevent the increases in energy and food prices from spreading to other areas.

The world is falling apart, but we will just add to the fire by hiking interest rates. It is incredible how anybody could have come to the conclusion that monetary tightening was what the Swedish economy needed at that time. Fans of Lars E. O. Svensson should note that he has Riksbank deputy governor at the time actually voted for that insane rate hike.

Hence, it is very clear that both the Fed, the ECB and the Riksbank and a number of other central banks during the summer of 2008 actually became more hawkish and signaled possible rates (or actually did hike rates) in reaction to a negative supply shock.

So while one can rightly argue that flexible inflation targeting in principle would mean that central banks should ignore supply shocks it is also very clear that this is not what actually what happened during the summer and the late-summer of 2008.

So what we in fact have is that a negative shock is causing a negative demand shock. This makes it look like a drop in real GDP is causing a drop in nominal GDP. This is of course also what is happening, but it only happens because of the monetary policy regime. It is the monetary policy rule – where central banks implicitly or explicitly – tighten monetary policy in response to negative supply shocks that “creates” the RGDP-to-NGDP causality. A similar thing would have happened in a fixed exchange rate regime (Denmark is a very good illustration of that).

NGDP targeting: Decoupling NGDP from RGDP shocks 

I hope to have illustrated that what is causing the real shock to cause a nominal shock is really monetary policy (regime) failure rather than some naturally given economic mechanism.

The case of Israel illustrates this quite well I think. Take a look at the graph below.

NGDP RGDP Israel

What is notable is that while Israeli real GDP growth initially slows very much in line with what happened in the euro zone and the US the decline in nominal GDP growth is much less steep than what was the case in the US or the euro zone.

Hence, the Israeli economy was clearly hit by a negative supply shock (sharply higher oil prices and to a lesser extent also higher costs of capital due to global financial distress). This caused a fairly sharp deceleration real GDP growth, but as I have earlier shown the Bank of Israel under the leadership of then governor Stanley Fischer conducted monetary policy as if it was targeting nominal GDP rather than targeting inflation.

Obviously the BoI couldn’t do anything about the negative effect on RGDP growth due to the negative supply shock, but a secondary deflationary process was avoid as NGDP growth was kept fairly stable and as a result real GDP growth swiftly picked up in 2009 as the supply shock eased off going into 2009.

In regard to my overall point regarding the causality and correlation between RGDP and NGDP growth it is important here to note that NGDP targeting will not reverse the RGDP-NGDP causality, but rather decouple RGDP and NGDP growth from each other.

Hence, under “perfect” NGDP targeting there will be no correlation between RGDP growth and NGDP growth. It will be as if we are in the long-run classical textbook case where the Phillips curve is vertical. Monetary policy will hence be “neutral” by design rather than because wages and prices are fully flexible (they are not). This is also why we under a NGDP targeting regime effectively will be in a Real-Business-Cycle world – all fluctuations in real GDP growth (and inflation) will be caused by supply shocks.

This also leads us to the paradox – while Market Monetarists argue that monetary policy is highly potent under our prefered monetary policy rule (NGDP targeting) it would look like money is neutral also in the short-run.

The Friedmanite case of money (NGDP) causing RGDP

So while we under inflation targeting basically should expect causality to run from RGDP growth to NGDP growth we under NGDP targeting simply should expect that that would be no correlation between the two – supply shocks would causes fluctuations in RGDP growth, but NGDP growth would be kept stable by the NGDP targeting regime. However, is there also a case where causality runs from NGDP to RGDP?

Yes there sure is – this is what I will call the Friedmanite case. Hence, during particularly the 1970s there was a huge debate between monetarists and keynesians about whether “money” was causing “prices” or the other way around. This is basically the same question I have been asking – is NGDP causing RGDP or the other way around.

Milton Friedman and other monetarist at the time were arguing that swings in the money supply was causing swings in nominal spending and then swings in real GDP and inflation. In fact Friedman was very clear – higher money supply growth would first cause real GDP growth to pick and later inflation would pick-up.

Market monetarists maintain Friedman’s basic position that monetary easing will cause an increase in real GDP growth in the short run. (M, V and NGDP => RGDP, P). However, we would even to a larger extent than Friedman stress that this relationship is not stable – not only is there “variable lags”, but expectations and polucy rules might even turn lags into leads. Or as Scott Sumner likes to stress “monetary policy works with long and variable LEADS”.

It is undoubtedly correct that if we are in a situation where there is no clearly established monetary policy rule and the economic agent really are highly uncertain about what central bankers will do next (maybe surprisingly to some this has been the “norm” for central bankers as long as we have had central banks) then a monetary shock (lower money supply growth or a drop in money-velocity) will cause a contraction in nominal spending (NGDP), which will cause a drop in real GDP growth (assuming sticky prices).

This causality was what monetarists in the 1960s, 1970s and 1980s were trying to prove empirically. In my view the monetarist won the empirical debate with the keynesians of the time, but it was certainly not a convincing victory and there was lot of empirical examples of what was called “revered causality” – prices and real GDP causing money (and NGDP).

What Milton Friedman and other monetarists of the time was missing was the elephant in the room – the monetary policy regime. As I hopefully has illustrated in this blog post the causality between NGDP (money) and RGDP (and prices) is completely dependent on the monetary policy regime, which explain that the monetarists only had (at best) a narrow victory over the (old) keynesians.

I think there are two reasons why monetarists in for example the 1970s were missing this point. First of all monetary policy for example in the US was highly discretionary and the Fed’s actions would often be hard to predict. So while monetarists where strong proponents of rules they simply had not thought (enough) about how such rules (also when highly imperfect) could change the monetary transmission mechanism and money-prices causality. Second, monetarists like Milton Friedman, Karl Brunner or David Laidler mostly were using models with adaptive expectations as rational expectations only really started to be fully incorporated in macroeconomic models in the 1980s and 1990s. This led them to completely miss the importance of for example central bank communication and pre-announcements. Something we today know is extremely important.

That said, the monetarists of the times were not completely ignorant to these issues. This is my big hero David Laidler in his book Monetarist Perspectives” (page 150):

“If the structure of the economy through which policy effects are transmitted does vary with the goals of policy, and the means adopted to achieve them, then the notion of of a unique ‘transmission mechanism’ for monetary policy is chimera and it is small wonder that we have had so little success in tracking it down.”

Macroeconomists to this day unfortunately still forget or ignore the wisdom of David Laidler.

HT DL and RH.

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The fiscal cliff and the Bernanke-Evans rule in a simple static IS/LM model

Sometimes simple macroeconomic models can help us understand the world better and even though I am not uncritical about the IS/LM model it nonetheless has some interesting features which from time to time makes it useful for policy analysis (if you are careful).

However, a key problem with the IS/LM model is that the model does not take into account – in its basic textbook form – the central bank’s policy rule. However, it is easy to expand the model to include a monetary policy rule.

I will do exactly that in this post and I will use the Federal Reserve’s new policy rulethe Bernanke-Evans rule – to analysis the impact of the so-called fiscal cliff on a (very!) stylised version of the US economy.

We start out with the two standard equations in the IS/LM model.

The money demand function:

(1) m=p+y-α×r

Where m is the money supply/demand, p is prices and y is real GDP. r is the interest rate and α is a coefficient.

Aggregate demand is defined as follows:

(2) y=g-β×r

Aggregate demand y equals public spending and private sector demand (β×r), which is a function of the interest rate r. β is a coefficient. It is assumed that private demand drops when the interest rate increases.

This is basically all you need in the textbook IS/LM model. However, we also need to define a monetary policy rule to be able to say something about the real world.

I will use a stylised version of the Bernanke-Evans rule based on the latest policy announcement from the Fed’s FOMC. The FOMC at it latest meeting argued that it basically would continue to expand the money base (in the IS/LM the money base and the money supply is the same thing) to hit a certain target for the unemployment rate. That means that we can define a simple Bernanke-Evans rule as follows:

(3) m=λ×U

One can think of U as either the unemployment rate or the deviation of the unemployment rate from the Fed’s unemployment target. λ is a coefficient that tells you how aggressive the fed will increase the money supply (m) if U increases.

We now need to model how the labour market works. We simply assume Okun’s law holds (we could also have used a simple production function):

(4) U=-δ×y

This obviously is very simplified as we totally disregard supply side issues on the labour market. However, we are not interested in using this model for analysis of such factors.

It is easy to solve the model. We get the LM curve from (1), (3) and (4):

LM: r= y×(1+δ×λ)⁄α+(1/α)×p

And we get the IS curve by rearranging (2):

IS: r =(1/β)×g-(1/β)×y

Under normal assumptions about the coefficients in the model the LM curve is upward sloping and the IS curve is downward sloping. This is as in the textbook version.

Note, however, that the slope of the LM does not only depend on the money demand’s interest rate elasticity (α), but also on how aggressive  (λ) the fed will react to an increase in unemployment.

The Sumner Critique applies if λ=∞

The fact that the slope of the LM curve depends on λ is critical. Hence, if the fed is fully committed to its unemployment target and will do everything to fulfill (as the FOMC signaled when it said it would step up QE until it hit its target) then λ equals infinity (∞) .

Obviously, if λ=∞ then the LM curve is vertical – as in the “monetarist” case in the textbook version of the IS/LM model. However, contrary to the “normal” the LM curve we don’t need α to be zero to ensure a vertical LM curve.

Hence, under a strict Bernanke-Evans rule where the fed will not accept any diviation from its unemployment target (λ=∞) the (government) budget multiplier is zero and the so-called Sumner Critique therefore applies: Fiscal policy cannot increase or decrease output (y) or the unemployment (U) as any fiscal “shock” (higher or lower g) will be fully offset by the fed’s actions.

The Bernanke-Evans rule reduces risks from the fiscal cliff

It follows that if the fed actually follows through on it commitment to hit its (still fuzzy) unemployment target then in the simple model outlined above the risk from a negative shock to demand from the so-called fiscal cliff is reduced greatly.

This is good news, but it is also a natural experiment of the Sumner Critique. Imagine that we indeed get a 4% of GDP tightening of fiscal policy next year, but at the same time the fed is 100% committed to hitting it unemployment target (that unemployment should drop) then if unemployment then increases anyway then Scott Sumner (and myself) is wrong – or the fed didn’t do it job well enough. Both are obviously very likely…

I am arguing that I believe the model presented above is the correct model of the US economy. The purpose has rather been to demonstrate the critical importance of a the monetary policy rule even in a standard textbook keynesian model and to demonstrate that fiscal policy is much less important than normally assumed by keynesians if we take the monetary policy rule into account.

Time to end discretionary monetary policy!

This week has been nearly 100% about monetary policy in the financial markets and in the international financial media. In fact since 2008 monetary policy has been the main driver of prices in basically all asset classes. In the markets the main job of investors is to guess what the ECB or the Federal Reserve will do next. However, the problem is that there is tremendous uncertainty about what the central banks will do and this uncertainty is multi-dimensional. Hence, the question is not only whether XYZ central bank will ease monetary policy or not, but also about how it will do it.

Just take Mario Draghi’s press conference last week – he had to read out numerous different communiqués and he had to introduce completely new monetary concepts – just take OMT. OMT means Outright Monetary Transactions – not exactly a term you will find in the monetary theory textbook. And he also had to come up with completely new quasi-monetary institutions – just take the ESM. The ESM is the European Stability Mechanism. This is not really necessary and it just introduce completely unnecessary uncertainty about European monetary policy.

In reality monetary policy is extremely simple. Central bankers can fundamentally do two things. First, the central bank can increase or decrease the money base and second it can guide expectations. It is really simple. There is no reason for ESM, OMT, QE3 etc. The problem, however, is that central banks used to control the money base and expectations with interest rates, but with interest rates close to zero central bankers around the world seem to have lost the ability to communicate about what they want to do. As a result monetary policy has become extremely discretionary in both Europe and the US.

That need to change as this discretion is at the core the uncertainty about monetary policy. Central bankers therefore have to do two things to get back on track and to create some kind of normality. First, central banks should define very clear targets of what the want to achieve – preferably the ECB and the Fed should announce nominal GDP targets, but other target might do as well. Second, the central banks should give up communicating about monetary policy in terms of interest rates and rather communicate in terms of how much they want to change the money base.

In terms of changes in the money base the central banks should clarify how the money base is changed. The central bank can increase the money base, by buying different assets such as government bonds, foreign currencies, commodities or stocks. The important thing is that the central banks do not try to affect relative prices in the financial markets. When the Fed is conducting it “twist operations” it is trying to distort relative prices, which essentially is a form of central planning and has little to do with monetary policy. Therefore, the best the central banks could do is to define a clear basket of assets it will be buying or selling to increase or decrease the money base. This could be a fixed basket of bonds, currencies, commodities and stocks – or it could just be short-term government bonds. The important thing is that the central bank define a clear instrument.

This would remove the “instrument uncertainty” and the ECB or the Fed would not have to come up with new weird instruments every single month. Rather for example the Fed could just start at every regular FOMC meetings to state for example that “the expectations is now that without changes in our policy instrument we will undershoot our policy target and as a consequence we today have decided to use our policy instrument to increase the money base by X dollars to ensure that we will hit our policy target within the next 12 months. We will increase the money base further if contrary to our expectations policy target is not meet.” 

In this world there would be no discretion at all – the central bank would be strictly rule following. It would use its well-defined policy instrument to always hit the policy target and there would be no problems with zero bound interest rates. But most important it would allow the financial markets to do most of the lifting as such set-up would be tremendously more transparent than what they are doing today.

Today we will see whether Ben Bernanke want to continue distorting relative prices and maintaining policy uncertainty by keeping the Fed’s highly discretionary habits or whether he want to ensure a target and rules based monetary policy.

PS a possibility would of course also be to use NGDP futures to conduct monetary policy as Scott Sumner has suggested, but that nearly seems like science fiction given the extreme conservatism of the world’s major central banks.

Friedman’s Japanese lessons for the ECB

I often ask myself what Milton Friedman would have said about the present crisis and what he would have recommended. I know what the Friedmanite model in my head is telling me, but I don’t know what Milton Friedman actually would have said had he been alive today.

I might confess that when I hear (former?) monetarists like Allan Meltzer argue that Friedman would have said that we were facing huge inflationary risks then I get some doubts about my convictions – not about whether Meltzer is right or not about the perceived inflationary risks (he is of course very wrong), but about whether Milton Friedman would have been on the side of the Market Monetarists and called for monetary easing in the euro zone and the US.

However, today I got an idea about how to “test” indirectly what Friedman would have said. My idea is that there are economies that in the past were similar to the euro zone and the US economies of today and Friedman of course had a view on these economies. Japan naturally comes to mind.

This is what Friedman said about Japan in December 1997:

“Defenders of the Bank of Japan will say, “How? The bank has already cut its discount rate to 0.5 percent. What more can it do to increase the quantity of money?”

The answer is straightforward: The Bank of Japan can buy government bonds on the open market, paying for them with either currency or deposits at the Bank of Japan, what economists call high-powered money. Most of the proceeds will end up in commercial banks, adding to their reserves and enabling them to expand their liabilities by loans and open market purchases. But whether they do so or not, the money supply will increase.

There is no limit to the extent to which the Bank of Japan can increase the money supply if it wishes to do so. Higher monetary growth will have the same effect as always. After a year or so, the economy will expand more rapidly; output will grow, and after another delay, inflation will increase moderately. A return to the conditions of the late 1980s would rejuvenate Japan and help shore up the rest of Asia.”

So Friedman was basically telling the Bank of Japan to do quantitative easing – print money to buy government bonds (not to “bail out” the government, but to increase the money base).

What were the economic conditions of Japan at that time? The graph below illustrates this. I am looking at numbers for Q3 1997 (which would have been the data available when Friedman recommended QE to BoJ) and I am looking at things the central bank can influence (or rather can determine) according to traditional monetarist thinking: nominal GDP growth, inflation and money supply growth. The blue bars are the Japanese numbers.

Now compare the Japanese numbers with the similar data for the euro zone today (Q1 2012). The euro zone numbers are the red bars.

Isn’t striking how similar the numbers are? Inflation around 2-2.5%, nominal GDP growth of 1-1.5% and broad money growth around 3%. That was the story in Japan in 1997 and that is the story in the euro zone today.

Obviously there are many differences between Japan in 1997 and the euro zone today (unemployment is for example much higher in the euro zone today than it was in Japan in 1997), but judging alone from factors under the direct control of the central bank – NGDP, inflation and the money supply – Japan 1997 and the euro zone 2012 are very similar.

Therefore, I think it is pretty obvious. If Friedman had been alive today then his analysis would have been similar to his analysis of Japan in 1997 and his conclusion would have been the same: Monetary policy in the euro zone is far too tight and the ECB needs to do QE to “rejuvenate” the European economy. Any other view would have been terribly inconsistent and I would not like to think that Friedman could be so inconsistent. Allan Meltzer could be, but not Milton Friedman.

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* Broad money is M2 for Japan and M3 for the euro zone.

Related posts:

Meltzer’s transformation
Allan Meltzer’s great advice for the Federal Reserve
Failed monetary policy – (another) one graph version
Jens Weidmann, do you remember the second pillar?

Between the money supply and velocity – the euro zone vs the US

When crisis hit in 2008 it was mostly called the subprime crisis and it was normally assumed that the crisis had an US origin. I have always been skeptical about the US centric description of the crisis. As I see it the initial “impulse” to the crisis came from Europe rather than the US. However, the consequence of this impulse stemming from Europe led to a “passive” tightening of US monetary conditions as the Fed failed to meet the increased demand for dollars.

The collapse in both nominal (and real) GDP in the US and the euro zone in 2008-9 was very similar, but the “composition” of the shock was very different. In Europe the shock to NGDP came from a sharp drop in money supply growth, while the contraction in US NGDP was a result of a sharp contraction in money-velocity. The graphs below illustrate this.

The first graph is a graph with the broad money supply relative to the pre-crisis trend (2000-2007) in the euro zone and the US. The second graph is broad money velocity in the US and the euro zone relative to the pre-crisis trend (2000-2007).

The graphs very clearly illustrates that there has been a massive monetary contraction in the euro zone as a result of M3 significantly undershooting the pre-crisis trend. Had the ECB kept M3 growth on the pre-crisis trend then euro zone nominal GDP would long ago returned to the pre-crisis trend. On the other hand the Federal Reserve has actually been able to keep M2 on the pre-crisis path. However, that has not been enough to keep US NGDP on trend as M2-velocity has contracted sharply relative the pre-crisis trend.

Said in another way a M3 growth target of for example 6.5% would basically have been as good as an NGDP level target for the euro zone as velocity has returned to the pre-crisis trend. However, that would not have been the case in the US and that I my view illustrates why an NGDP level target is much preferable to a money supply target.

The European origin of the crisis – or how European banks caused a tightening of US monetary policy

Not surprisingly the focus of the discussion of the causes of the crisis often is on the US given both the subprime debacle and the collapse of Lehman Brothers. However, I believe that the shock actually (mostly) originated in Europe rather than the US. What happened in 2008 was that we saw a sharp rise in dollar demand coming from the European financial sector. This is best illustrated by the sharp drop in EUR/USD from close to 1.60 in July 2008 to 1.25 in early November 2008. The rise in dollar demand is obviously what caused the collapse in US money-velocity and in that regard it is notable that the rise in money demand in Europe primarily was an increase in demand for dollar rather than for euros.

This is why I stress the European origin of the crisis. However, the cause of the crisis nonetheless was a tightening of US monetary conditions as the Fed (initially) failed to appropriately respond to the increase in dollar demand – mostly because of the collapse of the US primary dealer system. Had the Fed had a more efficient system for open market operations in 2008 then I believe the crisis would have been much smaller and would have been over already in 2009. As the Fed got dollar-swap lines up and running and initiated quantitative easing the recovery got underway in 2009. This triggered a brisk recovery in both US and euro zone money-velocity. In that regard it is notable that the rebound in velocity actually was somewhat steeper in the euro zone than in the US.

The crisis might very well have ended in 2009, but new policy mistakes have prolonged the crisis and once again European problems are causing most headaches and the cause now clearly is that the ECB has allowed European monetary conditions to become excessively tight – just have a look at the money supply graph above. Euro zone M3 has now dropped more than 15% below the pre-crisis trend. This policy mistake has to some extent been counteracted by the Fed’s efforts to increase the US money supply, but the euro crisis have also led to another downleg in US money velocity. The Fed once again has failed to appropriately counteract this.

Both the Fed and the ECB have failed

In the discussion above I have tried to illustrate that we cannot fully understand the Great Recession without understanding the relationship between US and euro zone monetary policy and I believe that a full understanding of the crisis necessitates a discussion of European dollar demand.

Furthermore, the discussion shows that a credible money supply target would significantly have reduced the crisis in the euro zone. However, the shock to US money-velocity shows that an NGDP level target would “perform” much better than a simple money supply rule.

The conclusion is that both the Fed and the ECB have failed. The Fed failed to respond appropriately in 2008 to the increase in the dollar demand. On the other hand the ECB has nearly constantly since 2008/9 failed to increase the money supply and nominal GDP. Not to mention the numerous communication failures and the massively discretionary conduct of monetary policy.

Even though the challenges facing the Fed and ECB since 2008 have been somewhat different in nature I would argue that proper nominal targets (for example a NGDP level target or a price level target) and better operational procedures could have ended this crisis long ago.

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Related posts:

Failed monetary policy – (another) one graph version
International monetary disorder – how policy mistakes turned the crisis into a global crisis

NGDP level targeting – the true Free Market alternative (we try again)

Most of the blogging Market Monetarists have their roots in a strong free market tradition and nearly all of us would probably describe ourselves as libertarians or classical liberal economists who believe that economic allocation is best left to market forces. Therefore most of us would also tend to agree with general free market positions regarding for example trade restrictions or minimum wages and generally consider government intervention in the economy as harmful.

I think that NGDP targeting is totally consistent with these general free market positions – in fact I believe that NGDP targeting is the monetary policy regime which best ensures well-functioning and undistorted free markets. I am here leaving aside the other obvious alternative, which is free banking, which my readers would know that I have considerable sympathy for.

However, while NGDP targeting to me is the true free market alternative this is certainly not the common view among free market oriented economists. In fact I find that most of the economists who I would normally agree with on other issues such as labour market policies or trade policy tend to oppose NGDP targeting. In fact most libertarian and conservative economists seem to think of NGDP targeting as some kind of quasi-keynesian position. Below I will argue why this perception of NGDP targeting is wrong and why libertarians and conservatives should embrace NGDP targeting as the true free market alternative.

Why is NGDP targeting the true free market alternative?

I see six key reasons why NGDP level targeting is the true free market alternative:

1) NGDP targeting is ”neutral” – hence unlike under for example inflation targeting NGDPLT do not distort relative prices – monetary policy “ignores” supply shocks.
2) NGDP targeting will not distort the saving-investment decision – both George Selgin and David Eagle argue this very forcefully.
3) NGDP targeting ”emulates” the Free Banking allocative outcome.
4) Level targeting minimizes the amount of discretion and maximises the amount of accountability in the conduct of monetary policy. Central banks cannot get away with “forgetting” about past mistakes. Under NGDP level targeting there is no letting bygones-be-bygones.
5) A futures based NGDP targeting regime will effective remove all discretion in monetary policy.
6) NGDP targeting is likely to make the central bank “smaller” than under the present regime(s). As NGDP targeting is likely to mean that the markets will do a lot of the lifting in terms of implementing monetary policy the money base would likely need to be expanded much less in the event of a negative shock to money velocity than is the case under the present regimes in for example the US or the euro zone. Under NGDP targeting nobody would be calling for QE3 in the US at the moment – because it would not be necessary as the markets would have fixed the problem.

So why are so many libertarians and conservatives sceptical about NGDP targeting?

Common misunderstandings:

1) NGDP targeting is a form of “countercyclical Keynesian policy”. However, Market Monetarists generally see recessions as a monetary phenomenon, hence monetary policy is not supposed to be countercyclical – it is supposed to be “neutral” and avoid “generating” recessions. NGDP level targeting ensures that.
2) Often the GDP in NGDP is perceived to be real GDP. However, NGDP targeting does not target RGDP. NGDP targeting is likely to stabilise RGDP as monetary shocks are minimized, but unlike for example inflation targeting the central bank will NOT react to supply shocks and as such NGDP targeting means significantly less “interference” with the natural order of things than inflation targeting.
3) NGDP targeting is discretionary. On the contrary NGDP targeting is extremely ruled based, however, this perception is probably a result of market monetarists call for easier monetary policy in the present situation in the US and the euro zone.
4) Inflation will be higher under NGDP targeting. This is obviously wrong. Over the long-run the central bank can choose whatever inflation rate it wants. If the central bank wants 2% inflation as long-term target then it will choose an NGDP growth path, which is compatible which this. If the long-term growth rate of real GDP is 2% then the central bank should target 4% NGDP growth path. This will ensure 2% inflation in the long run.

Another issue that might be distorting the discussion of NGDP targeting is the perception of the reasons for the Great Recession. Even many libertarian and conservative economists think that the present crisis is a result of some kind of “market disorder” – either due to the “natural instability” of markets (“animal spirits”) or due to excessively easy monetary policy in the years prior to the crisis. The proponents of these positions tend to think that NGDP targeting (which would mean monetary easing in the present situation) is some kind of a “bail out” of investors who have taken excessive risks.

Obviously this is not the case. In fact NGDP targeting would mean that central bank would get out of the business of messing around with credit allocation and NGDP targeting would lead to a strict separation of money and banking. Under NGDP targeting the central bank would only provide liquidity to “the market” against proper collateral and the central bank would not be in the business of saving banks (or governments). There is a strict no-bail out clause in NGDP targeting. However, NGDP targeting would significantly increase macroeconomic stability and as such sharply reduce the risk of banking crisis and sovereign debt crisis. As a result the political pressure for “bail outs” would be equally reduced. Similarly the increased macroeconomic stability will also reduce the perceived “need” for other interventionist measures such as tariffs and capital control. This of course follows the same logic as Milton Friedman’s argument against fixed exchange rates.

NGDP level targeting as a privatization strategy

As I argue above there are clear similarities between the allocative outcome under Free Banking – hence a fully privatized money supply – and NGDP targeting. In fact I believe that NGDP level targeting might very well be seen as part of a privatization strategy. (I have argued that before – see here)

Hence, a futures based NGDP targeting regime would basically replace the central bank with a computer in the sense that there would be no discretionary decisions at all in the conduct of monetary policy. In that sense the futures based NGDP targeting regime would be similar to a currency board, but instead of “pegging” monetary policy to a foreign currency monetary policy would be “pegged” to the market expectation of future nominal GDP. This would seriously limit the discretionary powers of central banks and a truly futures based NGDP targeting regime in my view would only be one small step away from Free Banking. This is also why I do not see any conflict between advocating NGDP level targeting and Free Banking. This of course is something, which is fully recognised by Free Banking proponents such as George Selgin, Larry White and Steve Horwitz.

PS this is no the first time I try to convince libertarians and conservatives that NGDP level targeting is the true free market alternative. See my first attempt here.

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Related posts:

NGDP targeting is not about ”stimulus”
NGDP targeting is not a Keynesian business cycle policy
Be right for the right reasons
Monetary policy can’t fix all problems
Boettke’s important Political Economy questions for Market Monetarists
NGDP level targeting – the true Free Market alternative
Lets concentrate on the policy framework
Boettke and Smith on why we are wasting our time
Scott Sumner and the Case against Currency Monopoly…or how to privatize the Fed

Update (July 23 2012): Scott Sumner once again tries to convince “conservatives” that monetary easing is the “right” position. I agree, but I predict that Scott will fail once again because he argue in terms of “stimulus” rather than in terms of rules.

Project African Monetary Reform (PAMR)

Project African Monetary Reform (PAMR) – post 1

The blogoshere is full of debates about US monetary policy and the mistakes of the ECB are also hotly debated. However, other than that there is really not much debate in the blogoshere about monetary policy issues in other countries. I have from I started blogging said that I wanted to broaden the monetary debate and make it less US-centric. Unfortunately I must say I also tend to write a lot about US monetary policy and there is no doubt that most of my readers are primarily interested in US monetary affairs. However, I still want to have a broader perspective on monetary theory, policy and history. Therefore as of today I am launching Project African Monetary Reform (PAMR).

I have no clue where PAMR will lead me other than I have a large interest in the African continent and it’s economies so why not combine it with my interest in monetary policy? My regular readers will know that I already have produced a number of posts related to African monetary issues. PAMR as such will not be a major change and I will not promise any regularity in my posts in the PAMR “series”, but I hope PAMR can be a framework within which I can write a bit more on African monetary matters. I will not get into the business of forecasting central bank behavior and market movements (I spend time on that kind of thing in my day-job), but I will hope to contribute to the discussion about monetary reform in Africa. Something still badly needed in many African countries.

In the process of studying monetary reform issues in Africa – we might even learn some good lessons for more “developed” economies like the US and the euro zone. So even if you are not interested in what is going on in Africa you might learn from tracking PAMR.

I therefore also would like to invite other economists, academics and policy makers with interest in African monetary reform to get in contact with me so we might be able to build a network of people with such interests. Furthermore, I would as always welcome guest posts concerning African monetary issues from other economists with special knowledge or interest in African monetary reform. I can be contacted at lacsen@gmail.com

Furthermore, I will invite you my dear readers to give me suggestions for the next post in the PAMR series. I want to take a look at the monetary policy set-up in a “random” African country. You my dear readers will make the choice on what country I should start with. But I rule out writing something on the three large ones: South Africa, Nigeria and Egypt. You can write the suggestion here or drop me a mail. I am all hears.

Some of my previous posts related to African monetary issues:

The spike in Kenyan inflation and why it might offer a (partial) solution to the euro crisis

“Good E-money” can solve Zimbabwe’s ‘coin problem’

M-pesa – Free Banking in Africa?

 

Imagine that a S&P500 future was the Fed’s key policy tool

Here is Yale economics professor Stephen Roach:

“The ECB is pretty much out of ammunition.”

This sentence probably best illustrates what is wrong with monetary policy thinking in today’s world. Obviously the ECB is not out of ammunition, but Roach’s perception is very common.

What Roach fails to realise is that when central banks announce what we in general terms could call the “key policy rate” it is really just announcing a intermediate target for a given market interest rate. What the central bank actually is doing it setting the money base to fix a given market interest rate at a given level. In that sense the interest rates is merely a tool for communication. Nothing else.

The problem is that in most standard macroeconomic models the central bank does not determine the money base – in fact there is no money in most of today’s mainstream macroeconomic models – but rather the “interest rate”. In a world where interest rates are well above zero that is not a major problem, but when the key policy rate gets close to zero you get a communication problem. However, this is really only a perceived problem rather than an actual problem. The central bank can always expand the money base – also if the key policy rate is zero or close to zero.

The mental problem really is that interest rates have replaced money in today’s mainstream (mostly New Keynesian) macroeconomic models. Lets therefore imagine that we constructed a simple macroeconomic model where there is no interest rate, but where the central bank’s communication tool is stock prices or rather stock futures.

Many economists would willingly accept that stock prices can influence both private consumption (through a wealth effect) and investments (through a funding cost effect) and as such that would not be different from the “normal” assumption about how interest rates influence domestic demand. Therefore, by influencing the stock prices the central bank would be able to influence domestic demand. Note of course that I on purpose am “keynesian” in my rhetoric just to make my point in regard to mainstreaming thinking of monetary policy. (Obviously stock prices as well and private consumption and investments are determined by expectations of future nominal income.)

Then now imagine that the central bank every month announces a certain level for the a stock market future instead of announcing a key policy interest rate. So for example in the case of the Federal Reserve the FOMC would every month announce a “target” for a given S&P500 future.

Would anybody question that the Fed could do this? And would anybody question whether the Fed could hit that target? No, of course not. The ECB obviously could do the exact same thing. There would be absolutely no technical problem in using stock prices (or rather stock futures) as a policy instrument.

Do you think Stephen Roach would argue that the ECB “pretty much” was out of ammunition had just increased it’s target for the Euronext 24 month future with 5%? No of course not and that in my view clearly illustrates that the zero bound on interest rates only is a mental problem, but an actual problem.

Finally note that I am not advocating that central banks should target stock prices (I advocate they should target an NGDP future), but I see little difference in such a policy instrument and interest rate targeting. Furthermore, there would not be a zero bound problem if the Fed was targeting S&P500 futures rather than interest rates and Stephen Roach might even realise that the ECB in no way is out of ammunition.

——

PS over the long run NGDP and stock prices are actually quite strongly correlated and hence if the Fed announced that S&P500 should increase by lets say 5% a year over the coming 5 years and that it would ensure that by buying (or selling) S&P futures then it would probably do a much better job at hitting a given level of NGDP or inflation for that matter than the Fed’s present weird policy of promising to keep interest rates low for longer or the silly operation twist.

PPS I am pretty sure that Stephen Roach full well knows that the ECB is not out of ammunition, but when you talk to journalists you might make some intellectual short-cuts that distorts what you really think. At least I hope that is what happened.

PPPS If the Fed wanted to target the NGDP level then it is pretty easy to construct indicator for future NGDP from S&P500 futures, TIPS inflation expectations, CRB futures and the nominal effective dollar rate and then the Fed could just use that as a communication tool. Then it would never ever again have to talk about QE or running out of ammunition.

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Update: When I started writing my post I was thinking that Nick Rowe might have  written something similar. And yes, indeed he actually wrote a number of posts on the topic. So take a look at Nick’s posts:

“The Bank of Canada should peg the TSE 300” – revisited
Why the Bank of Canada should ‘rise’ interest rates
The Fed should buy pro-cyclical assets, not bonds

Please keep “politics” out of the monetary reaction function

During the Great Moderation it was normal to say that the Federal Reserve and the ECB (and many other central banks for that matter) was following a relatively well-defined monetary policy reaction function. It is debatable what these central banks where actually targeting, but there where is no doubt that both the Fed and the ECB overall can be descripted to have conducted monetary policy to minimize some kind of loss function which included both unemployment and inflation.

In a world where the central bank follows a Taylor rule style monetary policy reaction function, targets the NGDP level, do inflation targeting or have pegged the exchange rate the markets will tend to ignore political news. The only important thing will be how the actual economic development is relative to the target and in a situation with a credible nominal target the Chuck Norris effect will ensure that the markets do most of the lifting to achieve the nominal target.  The only things that could change that would be if politicians decided to take away the central bank’s independence and/or change the central bank’s target.

When I 12 years ago joined the financial sector from a job in the public sector I was hugely surprised by how little attention my colleagues in the bank was paying to political developments. I, however, soon learned that both fiscal policy and monetary policy in most developed countries had become highly rule based and therefore there was really no reason to pay too much attention to the nitty-gritty of day-to-day politics. The only thing one should pay attention to was whether or not given monetary targets where on track or not. That was the good old days of the Great Moderation. Monetary policy was rule based and therefore highly predictable and as a result market volatility was very low.

This have all changed in the brave new world of Great Recession (failed) monetary policy and these days it seems like market participants are doing nothing else than trying to forecast what will be the political changes in country X, Y and Z. The reason for that is the sharp increase in the politician of monetary policy.

In the old days – prior to the Great Moderation – market participants were used to have politicians messing up monetary policies. Central banks were rarely independent and did not target clear nominal targets. However, today the situation is different. Gone are the days of rule based monetary policy, but the today it is not the politicians interfering in the conduct of monetary policy, but rather the central bankers interfering in the conduct of other policies.

This particularly is the case in the euro zone where the ECB now openly is “sharing” the central bank’s view on all kind of policy matters – such as fiscal policy, bank regulation, “structural reforms” and even matters of closer European political integration. Furthermore, the ECB has quite openly said that it will make monetary policy decisions conditional on the “right” policies being implemented. It is for example clear that the ECB have indicated that it will not ease monetary policy (enough) unless the Greek government and the Spanish government will “deliver” on certain fiscal targets. So if Spanish fiscal policy is not “tight enough” for the liking of the ECB the ECB will not force down NGDP in the euro zone and as a result increase the funding problems of countries such as Spain. The ECB is open about this. The ECB call it to use “market forces” to convince governments to implement fiscal tightening. It of course has nothing to do with market forces. It is rather about manipulating market expectations to achieve a certain political outcome.

Said in another way the ECB has basically announced that it does not only have an inflation target, but also that certain political outcomes is part of its reaction function. This obviously mean that forward looking financial markets increasingly will act on political news as political news will have an impact of future monetary policy decisions from the ECB.

Any Market Monetarist will tell you that the expectational channel is extremely important for the monetary transmission mechanism and this is particularly important when a central bank start to include political outcomes in it’s reaction function.

Imaging a central bank say that it will triple the money supply if candidate A wins the presidential elections (due to his very sound fiscal policy ideas), but will cut in halve the money supply if candidate B wins (because he is a irresponsible bastard). This will automatically ensure that the opinion polls will determine monetary policy. If the opinion polls shows that candidate A will win then that will effectively be monetary easing as the market will start to price in future monetary policy easing. Hence, by announce that political outcomes is part of its reaction function will politics will make monetary policy endogenous. The ECB of course is operating a less extreme version of this set-up. Hence, it is for example very clear that the ECB’s monetary policy decisions in the coming months will dependent on the outcome of the Greek elections and on the Spanish government’s fiscal policy decisions.

The problem of course is that politics is highly unpredictable and as a result monetary policy becomes highly unpredictable and financial market volatility therefore is likely to increase dramatically. This of course is what has happened over the past year in Europe.

Furthermore, the political outcome also crucially dependents on the economic outcome. It is for example pretty clear that you would not have neo-nazis and Stalinists in the Greek parliament if the economy were doing well. Hence, there is a feedback from monetary policy to politics and back to monetary policy. This makes for a highly volatile financial environment.  In fact it is hard to see how you can achieve any form of financial or economic stability if central banks instead of targeting only nominal variables start to target political outcomes.

So I long for the days when politics was not market moves in the financial markets and I hope central banks around the world would soon learn that it is not part of their mandate to police the political process and punish governments (and voters!) for making the wrong decisions. Central banks should only target nominal targets and nothing else. If they diverge from that then things goes badly wrong and market volatility increases sharply.

Finally I should stress that I am not arguing in anyway that the ECB is wrong to be concerned about fiscal policy being unsustainable in a number of countries. I am deeply concerned about that state of fiscal policy in a number of countries and I think it is pretty clear to my regular readers that I do not favour easier fiscal policy to solve the euro zone crisis. I, however, is extremely sceptical about certain political results being included in the ECB’s reaction function. That is a recipe for increased market volatility.

PS this discussion is of course very similar to what happened during the Great Depression when politics kept slipping into the newspapers’ financial sector (See here and here)

The Jedi mind trick – Matt O’Brien’s insightful version of the Chuck Norris effect

Our friend Matt O’Brien has a great new comment on the Atlantic.com. Matt is one of the most clever commentators on monetary matters in the US media.

In Matt’s new comment he set out to explain the importance of expectations in the monetary transmission mechanism.

Here is Matt:

“These aren’t the droids you’re looking for.” That’s what Obi-Wan Kenobi famously tells a trio of less-than-with-it baddies in Star Wars when — spoiler alert! — they actually were the droids they were looking for. But thanks to the Force, Kenobi convinces them otherwise. That’s a Jedi mind trick — and it’s a pretty decent model for how central banks can manipulate expectations. Thanks to the printing press, the Fed can create a self-fulfilling reality. Even with interest rates at zero.

Central banks have a strong influence on market expectations. Actually, they have as strong an influence as they want to have. Sometimes they use quantitative easing to communicate what they want. Sometimes they use their words. And that’s where monetary policy basically becomes a Jedi mind trick.

The true nature of central banking isn’t about interest rates. It’s about making and keeping promises. And that brings me to a confession. I lied earlier. Central banks don’t really buy or sell short-term bonds when they lower or raise short-term interest rates. They don’t need to. The market takes care of it. If the Fed announces a target and markets believe the Fed is serious about hitting that target, the Fed doesn’t need to do much else. Markets don’t want to bet against someone who can conjure up an infinite amount of money — so they go along with the Fed.

Don’t underestimate the power of expectations. It might sound a like a hokey religion, but it’s not. Consider Switzerland. Thanks to the euro’s endless flirtation with financial oblivion, investors have piled into the Swiss franc as a safe haven. That sounds good, but a massively overvalued currency is not good. It pushes inflation down to dangerously low levels, and makes exports uncompetitive. So the Swiss National Bank (SNB) has responded by devaluing its currency — setting a ceiling on its value at 1.2 Swiss francs to 1 euro. In other words, the SNB has promised to print money until its money is worth what it wants it to be worth. It’s quantitative easing with a target. And, as Evan Soltas pointed out, the beauty of this target is that the SNB hasn’t even had to print money lately, because markets believe it now. Markets have moved the exchange rate to where the SNB wants it.”

This is essentially the Star Wars version of the Chuck Norris effect as formulated by Nick Rowe and myself. The Chuck Norris effect of monetary policy: You don’t have to print more money to ease monetary policy if you are a credible central bank with a credible target.

It is pretty simple. It is all about credibility. A central bank has all the powers in the world to increase inflation and nominal GDP (remember MV=PY!) and if the central bank clearly demonstrates that it will use this power to ensure for example a stable growth path for the NGDP level then it might not have to do any (additional) money printing to achieve this. The market will simply do all the lifting.

Imagine that a central bank has a NGDP level target and a shock to velocity or the money supply hits (for example due to banking crisis) then the expectation for future NGDP (initially) drops below the target level. If the central bank’s NGDP target is credible then market participants, however, will know that the central bank will react by increasing the money base until it achieves it’s target. There will be no limits to the potential money printing the central bank will do.

If the market participants expect more money printing then the country’s currency will obviously weaken and stock prices will increase. Bond yields will increase as inflation expectations increase. As inflation and growth expectations increase corporations and household will decrease their cash holdings – they will invest and consume more. The this essentially the Market Monetarist description of the monetary transmission mechanism under a fully credible monetary nominal target (See for example my earlier posts here and here).

This also explains why Scott Sumner always says that monetary policy works with long and variable leads. As I have argued before this of course only is right if the monetary policy is credible. If the monetary target is 100% credible then monetary policy basically becomes endogenous. The market reacts to information that the economy is off target. However, if the target is not credible then the central bank has to do most of the lifting itself. In that situation monetary policy will work with long and variable lags (as suggested by Milton Friedman). See my discussion of lag and leads in monetary policy here.

During the Great Moderation monetary policy in the euro zone and the US was generally credible and monetary policy therefore was basically endogenous. In that world any shock to the money supply will basically be automatically counteracted by the markets. The money supply growth and velocity tended to move in opposite directions to ensure the NGDP level target (See more on that here). In a world where the central bank is able to apply the Jedi mind trick the central bankers can use most of their time golfing. Only central bankers with no credibility have to work hard micromanaging things.

“I FIND YOUR LACK OF A TARGET DISTURBING”

So the reason European central bankers are so busy these days is that the ECB is no longer a credible. If you want to test me – just have a look at market inflation expectations. Inflation expectations in the euro zone have basically been declining for more than a year and is now well below the ECB’s official inflation target of 2%. If the ECB had an credible inflation target of 2% do you then think that 10-year German bond yields would be approaching 1%? Obviously the ECB could solve it’s credibility problem extremely easy and with the help of a bit Jedi mind tricks and Chuck Norris inflation expectations could be pegged at close to 2% and the euro crisis would soon be over – and it could do more than that with a NGDP level target.

Until recently it looked like Ben Bernanke and the Fed had nailed it (See here – once I believed that Bernanke did nail it). Despite an escalating euro crisis the US stock market was holding up quite well, the dollar did not strengthen against the euro and inflation expectations was not declining – clear indications that the Fed was not “importing” monetary tightening from Europe. The markets clearly was of the view that if the euro zone crisis escalated the Fed would just step up quantitative ease (QE3). However, the Fed’s credibility once again seems to be under pressures. US stock markets have taken a beating, US inflation expectations have dropped sharply and the dollar has strengthened. It seems like Ben Bernanke is no Chuck Norris and he does not seem to master the Jedi mind trick anymore. So why is that?

Matt has the answer:

“I’ve seen a lot of strange stuff, but nothing quite as strange as the Fed’s reluctance to declare a target recently. Rather than announce a target, the Fed announces how much quantitative easing it will do. This is planning for failure. Quantitative easing without a target is more quantitative and less easing. Without an open-ended commitment that shocks expectations, the Fed has to buy more bonds to get less of a result. It’s the opposite of what the SNB has done.

Many economists have labored to bring us this knowledge — including a professor named Ben Bernanke — and yet the Fed mostly ignores it. I say mostly, because the Fed has said that it expects to keep short-term interest rates near zero through late 2014. But this sounds more radical than it is in reality. It’s not a credible promise because it’s not even a promise. It’s what the Fed expects will happen. So what would be a good way to shift expectations? Let’s start with what isn’t a good way.”

I agree – the Fed needs to formulate a clear nominal target andit needs to formulate a clear reaction function. How hard can it be? Sometimes I feel that central bankers like to work long hours and want to micromanage things.

UPDATE: Marcus Nunes and Bill Woolsey also comments on Matt’s piece..

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