In my previous blog post I criticized the latest annual BIS report on several grounds. One of them was their analysis of monetary policy. Let me extend some of the arguments I made yesterday because I see the same inconsistencies (and errors) being brought up by others.
I find it surprising that those who argued that QE had very little effect in the economy are now ready to blame the central bank for all the damage they will do to the economy when they undo those measures. So they seem to have a model of the effectiveness of central banks that is very asymmetric - I would like to see that model. It is also surprising that those who express concern about the excessive expansionary nature of monetary policy do not bother comparing the performance of inflation against its target. Shouldn't we measure output and performance when judging central banks?
Let me bring back a chart from the BIS report that I included yesterday in my post, the one where they compare interest rates in advanced and emerging economies against what the Taylor rule would suggest (click on the image for a larger version).
The blue line represents interest rates as suggested by the Taylor rule. The grey area represents some uncertainty around how this rule should be formulated. The red line is the actual interest rate set by central banks. Since 2002 the red line is below the blue line almost every year (with the exception of the Fall of 2008 in advanced economies). In some cases the distance is large (as many as four percentage points). The BIS report concludes that central banks are playing with fire, that they are setting interest rates too low and that this can be a source of inflation and/or asset bubbles.
But how can it be that central banks get the interest rate wrong for more than a decade always in the same direction and inflation remains within its target? What economic model can generate that behavior of inflation? How can it be that central banks are so powerless at controlling inflation? And if they are, why do we worry about these interest rates? Some will respond to these questions by arguing that we have seen inflation in some of these countries but it is a different type of inflation: asset price inflation. I have two responses for that:
1. I do not know of any macroeconomic model where expansionary monetary policy does not generate inflation defined as the increase in the prices of goods and services. While I am willing to accept that central banks might influence asset prices via their communications, I still have a problem with the way the Taylor rule is calculated above. The Taylor rule was originally designed and has been used later as a way to think about a benchmark to stabilize inflation (in goods and services(. If it is not playing any role anymore then we need to produce a new framework (theory) that explains why monetary policy does not affect inflation anymore, we need a new Taylor rule.
2. While it is true that we have witnessed some crazy behavior in financial markets over the last two cycles, the correlation with the way monetary policy has been conducted is weak. I participated in a study at the IMF in 2009 (part of their World Economic Outlook, see the chapter here) where we studied whether there was evidence that countries where monetary policy was more expansionary according to a Taylor rule (and other rules) saw bigger asset price bubbles. The evidence showed that the correlation was weak or inexistent. So there is limited evidence that monetary policy is the cause of the volatility we have seen in asset prices in the last two cycles. [Interestingly, I must admit that when I started the project I had very strong priors that we would find some strong evidence that monetary policy was behind bubbles in advanced economies. But the evidence was not there, so I changed my mind.]
Antonio Fatás
Wednesday, June 26, 2013
Monday, June 24, 2013
BIS: Bank for Inconsistent Studies
The BIS just published its annual report (and some of its arguments are also presented in a lecture that Raghuram Rajan gave at the BIS at the time of the launch). Paul Krugman has posted a reaction to the report where he expresses surprise at how the report seems to ignore evidence we have accumulated during the crisis. I will not repeat Krugman's arguments here but instead focus on what I perceive to be a series of inconsistencies in the arguments used in the BIS report - inconsistencies that are also present in the lecture by Rajan.
Both the BIS report and the speech by Rajan present a critical view of the fiscal and monetary policy stimulus we have witnessed over the last years. It is a soft criticism as they seem to agree that some of it was needed, but then they present arguments that suggest that both policies have gone too far, are not being effective, they might be slowing down growth and they will be a source of uncertainty going forward. The criticism is not always accompanied with an alternative. There is a recognition that this is a crisis caused by low demand but at some point the arguments is turned around to argue that more demand might not be a solution (given all the structural problems we have).
The report is long so let me focus on two issues where I feel their arguments are not only not supported by the evidence but also lack some internal consistency.
The report in unclear about whether the short-run and long-run recipes to get out of the crisis should be different. Everyone understands that some of the trends that we witnessed before the crisis were unsustainable from a long-run point of view. Some of the spending patterns of the private sector (and the public sector in some cases) were leading to an accumulation of debt that needed a correction. No disagreement here. But when the adjustment took place it did it in a way which was not efficient. A deep recession started (and the BIS report explains very clearly why lack of demand created this recession).
How do you deal with a recession that is defined as a period where output is below its trend? Even if we agree that the trend is not growing as fast as before (although I am not sure we have enough evidence to prove this but I am open to the argument), isn't it obvious that we are producing below trend? And if we are, what we need are policies that restore full employment, that bring output close to equilibrium. These are the policies that can increase output in the short run. Supply (structural) policies can be a source of output in the long run and there might be great benefits to those policies as well, but unless one is willing to argue that output today is at potential, there must be room for demand policies. The BIS does not take a clear stance on this. It simply criticizes those who argue in favor of additional stimulus on the basis that they ignore structural problems. But this is not correct. Those of us who have argued in favor of demand policies have never denied that there is room for structural reform in many advanced economies. It is a matter of timing.
And what about the evidence? The argument from Rajan that "what is true is that we have had plenty of stimulus." is at odds with the evidence. Both fiscal policy and monetary policy have been less expansionary (or more contractionary) than in any previous recession.
When it comes to monetary policy the report adopts a similar attitude: while it admits that many of the policies were necessary there is a criticism that central banks have gone too far and now they are going to cause trouble as they clean up the mess that they made. Let me focus on one of the arguments they make: that central banks has been too accommodative and that interest rates have been too low. The report makes the argument that this has been going one for years now.
Below is a chart from section VI.6 of the BIS report to show that interest rates are too low today and they have been low for most of the years since 2000, both in advanced economies and emerging markets.
The chart uses the Taylor rule as a benchmark for what constitutes appropriate interest rates. The Taylor rule was proposed by John Taylor in 1993 to describe the behavior of the US Federal Reserve during the 80s. The tool became very popular because it could explain interest rates just by using two variables: inflation and the output gap. Anyone who has studies Taylor rules knows that the moment you apply it to a different period or a different country, the rule does not work as well. There are many problems: which is the appropriate measure of the output gap or inflation, are the coefficients changing over time, during recessions, etc.
But the fundamental issue with the Taylor rule is about the appropriate benchmark for the real interest rates in normal times. The original Taylor rule used the value 2% as the "natural" real interest rate. This number worked well because it was coming from the data that Taylor was looking at (in some sense Taylor estimated this number using data from the 80s in the US). But this is an equilibrium concept and as such it can change. What we teach our students is that this rate is determined by the balance between Saving and Investment. What we know is that since the end of the 90s some countries started saving at much higher rates than before, what Ben Bernanke called the Saving Glut back in 2005. What we also know is that the global recession has pushed Saving higher in depressed economies and that we have seen limited reason to invest (e.g. the anecdotal reference to companies sitting in a pile of cash not wanting to invest). In that environment, we expect the equilibrium real interest rate to go down significantly. The BIS report and Rajan's speech keep referring to the "Keynesian" view that equilibrium real interest rates have turned negative. What is "Keynesian" about that view? The Saving / Investment imbalance is an equilibrium concept that is present in any economic model I know. The BIS report takes no stance in this debate, it simply criticizes others. What is the real equilibrium interest rate in the world economy today according to the BIS? 2%?
Finally, if it is true that monetary policy has been so accommodative for about 13 years, where is inflation? The Taylor rule was partly proposed as a benchmark on how to maintain a stable rate of inflation. If we keep the interest rate below what is appropriate for 13 years we should see massive inflation everywhere in the world. But there is no inflation. Isn't this enough evidence to stop the BIS from producing the chart above as a proof that central banks have gone too far?
Yet another day when one feels that this crisis has been a wasted crisis for economists to learn about our mistakes.
Antonio Fatás
Both the BIS report and the speech by Rajan present a critical view of the fiscal and monetary policy stimulus we have witnessed over the last years. It is a soft criticism as they seem to agree that some of it was needed, but then they present arguments that suggest that both policies have gone too far, are not being effective, they might be slowing down growth and they will be a source of uncertainty going forward. The criticism is not always accompanied with an alternative. There is a recognition that this is a crisis caused by low demand but at some point the arguments is turned around to argue that more demand might not be a solution (given all the structural problems we have).
The report is long so let me focus on two issues where I feel their arguments are not only not supported by the evidence but also lack some internal consistency.
The report in unclear about whether the short-run and long-run recipes to get out of the crisis should be different. Everyone understands that some of the trends that we witnessed before the crisis were unsustainable from a long-run point of view. Some of the spending patterns of the private sector (and the public sector in some cases) were leading to an accumulation of debt that needed a correction. No disagreement here. But when the adjustment took place it did it in a way which was not efficient. A deep recession started (and the BIS report explains very clearly why lack of demand created this recession).
How do you deal with a recession that is defined as a period where output is below its trend? Even if we agree that the trend is not growing as fast as before (although I am not sure we have enough evidence to prove this but I am open to the argument), isn't it obvious that we are producing below trend? And if we are, what we need are policies that restore full employment, that bring output close to equilibrium. These are the policies that can increase output in the short run. Supply (structural) policies can be a source of output in the long run and there might be great benefits to those policies as well, but unless one is willing to argue that output today is at potential, there must be room for demand policies. The BIS does not take a clear stance on this. It simply criticizes those who argue in favor of additional stimulus on the basis that they ignore structural problems. But this is not correct. Those of us who have argued in favor of demand policies have never denied that there is room for structural reform in many advanced economies. It is a matter of timing.
And what about the evidence? The argument from Rajan that "what is true is that we have had plenty of stimulus." is at odds with the evidence. Both fiscal policy and monetary policy have been less expansionary (or more contractionary) than in any previous recession.
When it comes to monetary policy the report adopts a similar attitude: while it admits that many of the policies were necessary there is a criticism that central banks have gone too far and now they are going to cause trouble as they clean up the mess that they made. Let me focus on one of the arguments they make: that central banks has been too accommodative and that interest rates have been too low. The report makes the argument that this has been going one for years now.
Below is a chart from section VI.6 of the BIS report to show that interest rates are too low today and they have been low for most of the years since 2000, both in advanced economies and emerging markets.
The chart uses the Taylor rule as a benchmark for what constitutes appropriate interest rates. The Taylor rule was proposed by John Taylor in 1993 to describe the behavior of the US Federal Reserve during the 80s. The tool became very popular because it could explain interest rates just by using two variables: inflation and the output gap. Anyone who has studies Taylor rules knows that the moment you apply it to a different period or a different country, the rule does not work as well. There are many problems: which is the appropriate measure of the output gap or inflation, are the coefficients changing over time, during recessions, etc.
But the fundamental issue with the Taylor rule is about the appropriate benchmark for the real interest rates in normal times. The original Taylor rule used the value 2% as the "natural" real interest rate. This number worked well because it was coming from the data that Taylor was looking at (in some sense Taylor estimated this number using data from the 80s in the US). But this is an equilibrium concept and as such it can change. What we teach our students is that this rate is determined by the balance between Saving and Investment. What we know is that since the end of the 90s some countries started saving at much higher rates than before, what Ben Bernanke called the Saving Glut back in 2005. What we also know is that the global recession has pushed Saving higher in depressed economies and that we have seen limited reason to invest (e.g. the anecdotal reference to companies sitting in a pile of cash not wanting to invest). In that environment, we expect the equilibrium real interest rate to go down significantly. The BIS report and Rajan's speech keep referring to the "Keynesian" view that equilibrium real interest rates have turned negative. What is "Keynesian" about that view? The Saving / Investment imbalance is an equilibrium concept that is present in any economic model I know. The BIS report takes no stance in this debate, it simply criticizes others. What is the real equilibrium interest rate in the world economy today according to the BIS? 2%?
Finally, if it is true that monetary policy has been so accommodative for about 13 years, where is inflation? The Taylor rule was partly proposed as a benchmark on how to maintain a stable rate of inflation. If we keep the interest rate below what is appropriate for 13 years we should see massive inflation everywhere in the world. But there is no inflation. Isn't this enough evidence to stop the BIS from producing the chart above as a proof that central banks have gone too far?
Yet another day when one feels that this crisis has been a wasted crisis for economists to learn about our mistakes.
Antonio Fatás
Friday, June 21, 2013
The power of statistics (Ferguson and the WSJ)
Dean Baker complains about the high number of inconsistencies and mistakes that Niall Ferguson manages to put together in a Wall Street Journal piece written three days ago. There seems to be a pattern here given the article that Niall Ferguson had written just a few days earlier (June 7) also in the Wall Street Journal.
The way I found that second article is interesting and it shows the negative influence of these articles -- even if the mistakes are obvious. I found that second article by Ferguson because as I was teaching some of my students here at INSEAD about the connections between institutions and growth, one of them mentioned an article in the Wall Street Journal that was showing data that contradicted some of my statements. The article, by Niall Fergusonclaimed that according to the using data from the Doing Business report from the World Bank, ranked the US as the sixth-worst country in the world when it comes to how easy it is to do business -- I was, of course, showing data that the US remains one of the countries on top of that list.
[Update: Here is the quote from Ferguson's article:"In only around 20 countries has the total duration of dealing with "red tape" gone up. The sixth-worst case is none other than the U.S., where the total number of days has increased by 18% to 433."]
I had to read the article several times to understand how the statistics from the World Bank report were manipulated (I cannot find another word) to produce such a misleading picture of (excessive) regulation in the US. Here is the trick: what Niall Ferguson does is to look for countries that have gotten worse when it comes to the number of days it takes to get certain procedures done. It then ranks them by this criteria (the increase in the number of days) measured in percentage terms. Because the US has indeed increased the number of days and because the initial number was very low, measured as a % makes the US look like the 6th worst country in the world (when you go from 1 day to 2 days it is a 100% worsening; much better than when you go from 300 days to 500). Of course, if you look at the actual number of days the US remains one of the best places to do business in the world (according to this report). The US is ranked #4 in the overall ranking - same position as last year- and #13 when it comes to "Starting a Business" indicators (one position lower than last year).
I am sure that there are some areas in which the US is not as good as it was as a place to do business. But misusing statistics to make the US look like the 6th worst country in the world is just wrong. And the fact that the argument was convincing enough for that student in my class to bring it up as an argument shows the power that media can have in the political debate.
Antonio Fatás
The way I found that second article is interesting and it shows the negative influence of these articles -- even if the mistakes are obvious. I found that second article by Ferguson because as I was teaching some of my students here at INSEAD about the connections between institutions and growth, one of them mentioned an article in the Wall Street Journal that was showing data that contradicted some of my statements. The article, by Niall Ferguson
[Update: Here is the quote from Ferguson's article:"In only around 20 countries has the total duration of dealing with "red tape" gone up. The sixth-worst case is none other than the U.S., where the total number of days has increased by 18% to 433."]
I had to read the article several times to understand how the statistics from the World Bank report were manipulated (I cannot find another word) to produce such a misleading picture of (excessive) regulation in the US. Here is the trick: what Niall Ferguson does is to look for countries that have gotten worse when it comes to the number of days it takes to get certain procedures done. It then ranks them by this criteria (the increase in the number of days) measured in percentage terms. Because the US has indeed increased the number of days and because the initial number was very low, measured as a % makes the US look like the 6th worst country in the world (when you go from 1 day to 2 days it is a 100% worsening; much better than when you go from 300 days to 500). Of course, if you look at the actual number of days the US remains one of the best places to do business in the world (according to this report). The US is ranked #4 in the overall ranking - same position as last year- and #13 when it comes to "Starting a Business" indicators (one position lower than last year).
I am sure that there are some areas in which the US is not as good as it was as a place to do business. But misusing statistics to make the US look like the 6th worst country in the world is just wrong. And the fact that the argument was convincing enough for that student in my class to bring it up as an argument shows the power that media can have in the political debate.
Antonio Fatás
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