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A New Characterization of the U.S. Macroeconomic and Monetary
Policy Outlook
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June 30, 2016
In London, President James Bullard discussed the St. Louis
Fed’s new characterization of the U.S. macroeconomic and
monetary policy outlook, which more explicitly takes into
account uncertainty about possible medium- and longerrun outcomes. He also explained the slow and steady
evolution of his thinking on this topic since December.
Speech: pdf | text (below)
Some details from President Bullard's speech:
Given that we can no longer count on the usual
cyclical dynamics, submitting a similar forecast as
before—that is, output growing above trend,
unemployment continuing to decline, in ation rising
above target and the policy rate increasing at a fairly
steep pace over the next two to three years—no
longer made sense. A new approach to forecasting
was needed.

James Bullard
President and Chief
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The idea that the economy will converge to a single,
long-run steady state (with key macroeconomic
variables returning to long-run averages) is being
abandoned.
In its place, a new narrative emerges—one that
considers medium- and longer-term outcomes in
terms of regimes. Examples of regimes include
periods of no recession and recession, periods of low
productivity growth and high productivity growth, and
periods of low returns on government debt and high
returns.
Regimes are generally viewed as persistent, and
optimal monetary policy is viewed as regimedependent.

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"Rationally, let it be said in a
whisper, experience is certainly
worth more than theory."
Amerigo Vespucci

This new approach delivers a simple forecast of key
macroeconomic variables in the current regime,
which is likely to persist over the next 2.5 years: real
output growth of 2 percent, unemployment of 4.7
percent and in ation of 2 percent. Under this regime,
the appropriate policy rate path would be 0.63
percent over the forecast horizon.
For the longer run, the new approach does not
contain forecasts for macroeconomic variables or
the policy rate, as predicting exactly how and when a
regime will change is di cult. The best path today is
to forecast that the current regime will persist and set
appropriate policy for this regime.
Full text of remarks:
A New Characterization of the U.S. Macroeconomic and
Monetary Policy Outlook1
James Bullard
President and CEO, Federal Reserve Bank of St. Louis
Society of Business Economists
Annual Dinner
London, United Kingdom

Overview
On June 17, 2016, before the Brexit vote, the Federal
Reserve Bank of St. Louis announced an important change
in its characterization of the U.S. macroeconomic and
monetary policy outlook. In my speech tonight, I plan to
discuss this changed characterization in somewhat more
detail.
The St. Louis Fed had been using an older narrative since
the nancial crisis ended. That narrative has now likely
outlived its usefulness, and so it is being replaced by a new
narrative. The hallmark of the new narrative is to think of
medium- and longer-term macroeconomic outcomes in
terms of regimes. In this new narrative, the concept of a
single, long-run steady state to which the economy is
converging is abandoned, and is replaced by a set of
possible regimes that the economy may visit. Regimes are
generally viewed as persistent, and optimal monetary
policy is viewed as regime dependent. Switches between
regimes are viewed as not forecastable.
The upshot is that the new approach delivers a very simple
forecast of U.S. macroeconomic outcomes over the next
two and a half years. Over this horizon, the forecast is for
real output growth of 2 percent, an unemployment rate of
4.7 percent, and trimmed-mean personal consumption
expenditures (PCE) in ation2 of 2 percent. In light of this
new approach and the associated forecast, the appropriate
regime-dependent policy rate path is 63 basis points over
the forecast horizon.3

I will explain how and why the St. Louis Fed has come to
this new approach, as well as the key fundamentals of our
new view. Later, I will describe how the essentially at
characterization of the recommended policy rate path
could be upset by switches in fundamental factors in the
future.
Before I delve further into this new narrative, I would like to
give you some background on the slow and steady
evolution of my thinking since last December.
As you may recall, I was an advocate of a policy rate
increase in December 2015. However, with the nancial
market turmoil that prevailed early in 2016, it appeared that
markets perhaps took our 25-basis-point move as much
larger than we intended—essentially as a 25-basis-point
move plus another 100 basis points for 2016, as suggested
by the Summary of Economic Projections. When some of
the data in the U.S. came in a little weaker in early 2016, I
started to think that perhaps the liftoff had a larger effect
than we thought. This spring, data came in a little stronger,
opening us to the possibility of a June or July move.
However, as I re ected on the general trend in the data—in
particular, the slowdown in real output growth over the last
year—it became clear to me that we could no longer count
on the usual cyclical dynamics. It no longer made sense to
submit a forecast of output growing above trend,
unemployment continuing to decline, in ation rising above
target, and the policy rate increasing at a fairly steep pace.
We needed to rethink our approach to forecasting.

Why now?
Now is a good time to consider a regime-based conception
of medium- and longer-term macroeconomic outcomes for
the U.S. Key macroeconomic variables including real
output growth, the unemployment rate, and in ation appear
to be at or near values that are likely to persist over the
forecast horizon. Any further cyclical adjustment is likely to
be relatively minor. Therefore, I think of the current values
for those key variables as being close to the mean
outcome of the “current regime.”
Of course, the situation can and will change in the future,
but exactly how and when is di cult to predict. Therefore,
the best that we can do today is to forecast that the current
regime will persist and set policy appropriately for this
regime. If there is a switch to a new regime in the future,
then that will likely affect all variables—including the policy
rate—but such a switch is not forecastable.
Consistent with the regime-based concept, the new
approach does not contain projected long-run values for
macroeconomic variables or for the policy rate. That is, the
forecast simply stops at two and a half years.
I do not think of the current regime as pessimistic. Output
grows at the trend pace of 2 percent, but the

unemployment rate remains quite low, and in ation
remains at 2 percent. In addition, as I will describe below,
output growth could improve if productivity growth
improves.

The previous narrative
The St. Louis Fed’s previous narrative emphasized eventual
convergence to a single, long-run steady state. In that
narrative, in the medium term, the output growth rate was
consistently forecast to be above trend and the
unemployment rate was forecast to decline. In ation (net
of commodity-price effects) was forecast to return to and
then exceed 2 percent over the medium term. The policy
rate was forecast to eventually rise in order to be
consistent with the single, long-run steady state.
Some aspects of this previous narrative worked well. From
the third quarter of 2013 through the second quarter of
2015, a period of two years, the average quarterly real GDP
growth rate was 2.7 percent, well above our estimate of a
trend rate of 2 percent. The unemployment rate declined
from 7.3 percent in July 2013 to 5.3 percent as of July
2015. In ation, however, barely moved. The trimmed-mean
PCE in ation rate was 1.56 percent in July 2013 and had
only increased to 1.64 percent as of July 2015.
In the last year, the usefulness of this narrative may have
come to an end. The average quarterly real GDP growth
rate from the third quarter of 2015 through the present
quarter (using a tracking estimate for the second quarter
of 20164) is about 1.7 percent, somewhat below our
estimate of trend. The unemployment rate is currently at
4.7 percent. It may not fall much further, considering that
during the last expansion, the average unemployment rate
from January 2006 to December 2007 was about 4.6
percent. Trimmed-mean in ation, at 1.84 percent, is now
closer to 2 percent but has not been rising rapidly.
On balance, real output growth, the unemployment rate,
and in ation may be at or near mean values that could be
sustained over the forecast horizon provided there are no
major shocks to the economy. We seek to describe this
situation in the new narrative we are adopting.
Figures 1, 2, and 3 summarize the data on output growth,
unemployment, and in ation along with the new St. Louis
Fed projections that assume the U.S. economy will remain
in the current regime. (all gures are below)

Multiple productivity regimes
With our new narrative, we are backing off the idea that we
have dogmatic certainty about where the U.S. economy is
headed in the medium and longer run. We are trying to
replace that certainty with a manageable expression of the
uncertainty surrounding medium- and longer-run
outcomes. By doing so, we hope to provide a better

description of the nature of the data dependence of
monetary policy going forward.
Fundamental factors determine the nature of the regimes
in play. One important fundamental is productivity growth.
The productivity growth rate has been low on average at
least since 2011. We think of this as a low productivity
growth regime. We know from past observation of the U.S.
economy that productivity could switch to a higher-growth
regime. If such a switch occurred, it might have important
effects on many variables, but especially on output growth,
which would be higher.
Because we view the low productivity growth regime as
very persistent, for the purpose of forecasting we simply
assume we will remain in the low productivity growth
regime (and hence the low output growth regime) through
the forecast horizon. The idea that productivity may switch
to a high-growth regime is not incorporated in the forecast
directly, but it is an upside risk to the forecast. The switch
to the high-growth regime is viewed as possible, but not
forecastable.
Figure 4 shows the recent data on productivity in the U.S.
However, simply having high and low productivity growth
regimes is insu cient to describe the current
macroeconomic situation. There are at least two other
fundamental factors that have to remain in their current
state in order to maintain the status quo. We now turn to
describing these.

Multiple real rate regimes
One important fundamental is the real rate of return on
short-term government debt. This is very low today by
recent historical standards, perhaps less than -1 percent. In
our framework, we view this as a low real rate regime. The
alternative regime, which has been observed historically, is
for a considerably higher value of this rate. Again, we view
the current low real rate regime as very persistent, and so
for the purpose of forecasting, we simply assume we will
remain in the low real rate regime through the forecast
horizon. A switch to the higher real rate regime is possible,
and if it occurred would likely affect many variables in the
system, including the appropriate policy rate. The
possibility of such a switch does not enter directly in the
forecast; instead, it is a risk to the forecast.
While the real return to short-term government debt is low
today, the real return to capital does not appear to have
declined meaningfully.5 For this reason we prefer to
interpret the low real rate of return on short-term
government debt not as re ecting low real returns
throughout the economy (as in a simple New Keynesian
model), but instead as re ecting an abnormally large
liquidity premium on government debt.6 It is this liquidity
premium which is the fundamental factor. We sometimes

refer to this conception of the low value of the real return
on short-term government debt as r† (“r-dagger”) to
distinguish it from the more commonly discussed r* (“rstar”).7
Figure 5 shows the recent data on ex-post real returns on
short-term (i.e., one year) U.S. government debt. This
calculation can be viewed as a way to smooth out readings
on real returns over the last several years.

The state of the business cycle
Another important fundamental is the possibility of
recession, perhaps driven in part by a collapse in asset
prices (as occurred for housing prices during 2006-2009)
or other factors. We are currently in a no-recession state,
but it is possible that we could switch to a recession state.
If such a switch occurred, all variables would be affected,
but most notably, the unemployment rate would rise
substantially. Again, the possibility of such a switch does
not enter directly into the forecast because we have no
reason to forecast a recession given the data available
today. The possibility of recession is instead a risk to the
forecast.8
Figure 6 shows that the current recession probability is
about 3 percent from a published empirical model.9

The policy rate path
I have described a very basic set of fundamental factors as
following regime-switching stochastic processes. The
current con guration is: (a) low growth, (b) low real rate,
and (c) no recession. Conditional on this con guration, our
forecast is for real output growth of 2 percent, an
unemployment rate of 4.7 percent, and trimmed-mean
in ation of 2 percent over the two and a half year forecast
horizon.
The associated recommended policy rate path supporting
this outcome is regime dependent. I have already argued
that the unemployment and in ation gaps are essentially
zero. The value of 63 basis points for the policy rate could
therefore be viewed in terms of a Taylor-type policy rule in
which the gaps terms are zero. The Taylor-type rule would
then collapse to a Fisher equation. Let’s consider a oneyear Fisher equation with expected in ation at 2 percent.
The value of the real rate in the low real-return regime on
short-term government debt, r†, would have to be the value
that would solve this equation. This value is -137 basis
points. This is very close to, and hence consistent with, the
value of r† described in Figure 5 (-142 basis points).
Figure 7 shows the projected regime-dependent policy rate
path through the end of 2018.

Risks to the forecast

There are risks to this forecast in the sense that any of
these fundamental factors could switch to alternative
values, thus knocking the system out of the current regime.
Policy would then have to react.
There are other risks to this projection that do not neatly t
into the description I have outlined.
One key risk not expressed in the regime-switching part of
the description is on in ation. I have described a situation
in which Phillips curve effects on in ation are negligible.
Low unemployment and generally strong labor markets,
despite being in place throughout the forecast horizon, do
not put upward pressure on in ation in the forecast I have
described. It could be that meaningful Phillips curve
effects return and drive in ation higher even though
nothing else about the situation as I describe it has
changed.
A second key risk is that this projection says little about
incoming data on in ation expectations, which according
to market-based measures seem to be too low to be
consistent with the forecast I am describing.
A third key risk is that the approach presented here says
little about asset price bubbles, a factor that often enters
the actual policy discussion.

A schematic diagram
Figure 8 provides a schematic diagram of the new
narrative. We can start on the left side of the diagram with
the question, “What is a reasonable forecast for real output
growth, the unemployment rate, and in ation over the next
two and a half years?” First, we have no reason based on
current data to forecast a recession, so we adopt a “norecession” baseline scenario. Next, we assume that the
very large liquidity premium on short-term government
debt will remain in place over the forecast horizon, the low
r† regime. Moving further to the right, we assume that the
low-productivity regime will remain in place over the
forecast horizon. These considerations lead to the baseline
forecast at the right on the diagram. As I have explained,
we recognize that regimes could switch, and this is the
area labelled “upside risk” in the diagram. Policy is regime
dependent—it is set to be consistent with the current
regime.

Conclusion
The forecast values for output growth, in ation, and the
unemployment rate in the new St. Louis Fed forecast are
only somewhat different from those given under the
previous narrative. The main difference in the new
approach is in the characterization of recommended future
monetary policy via the projected policy rate. In the
previous narrative, we had a medium- and long-run
outcome for the economy expressed in terms of a single,
long-run steady state. In that formulation, all variables

trended toward values that were consistent with the
assumed long-run outcome. This includes the policy rate,
which trended toward a value 350 basis points higher than
it is today. If the Federal Open Market Committee moved at
a pace of 25 basis points per year, it would take 14 years to
reach such a value.
In the new narrative, uncertainty about possible mediumand longer-run outcomes is more explicitly taken into
account. The economy does not necessarily converge to a
single steady state, but instead may visit many possible
regimes. Regimes can be persistent, as we think the
current one may be. The timing of a switch to an
alternative regime is viewed as not forecastable, and so we
simply forecast that the current regime will persist. Policy
is regime dependent, leading to a recommended policy rate
path which is essentially at over the forecast horizon. Of
course, the at policy rate characterization is conditional
on no switches occurring—if a switch does occur, then the
policy rate would have to change appropriately. This is a
form of data dependence.
I have described some of the risks to this forecast, and
taking these risks into account I think that, on balance, the
policy rate path may be somewhat higher than the one we
are forecasting over the next two and a half years. In this
sense I think there is some upside risk to our forecast.
Nevertheless, by describing the expected policy path as
essentially at with some upside risk—and with no
presumption about a long-run outcome—I hope I can
provide a better description of my view of the current policy
situation in this narrative as opposed to the previous
formulation.
Endnotes
1

This speech is based on a paper that was released June

17, 2016. Any views expressed are those of the authors
and do not necessarily re ect the views of the Federal
Open Market Committee. [back to text]
2

I will refer to in ation as measured by the 12-month
Dallas Fed trimmed-mean in ation rate throughout this
speech as I think it is the best indicator of in ation trends.
The most current reading is 1.84 percent. [back to text]
3

This choice of a policy rate path is partly informed by the

current and ongoing large liquidity premium on short-term
government debt, as discussed below. [back to text]
4

I use the Atlanta Fed’s GDPNow forecast of 2.6 percent as

of June 24, 2016. [back to text]
5

See Gomme et al. (2011, 2015), Monge-Naranjo et al.

(2015), and Dupor (2015). [back to text]
6

For some analysis along this line, see Lagos (2010). [back

to text]
7

For a discussion of r*, see Laubach and Williams (2003).
[back to text]
8

Handling recession possibilities this way is not too

different from common practice. [back to text]
9

See Chauvet and Piger (2008). [back to text]

References
Chauvet, Marcelle and Piger, Jeremy. “A comparison of the
real-time performance of business cycle dating
methods.” Journal of Business and Economic Statistics,
January 2008, 26(1), pp. 42-49.
Dupor, William. “Liftoff and the natural rate of interest.” St.
Louis Fed On the Economy, June 5, 2015.
Gomme, Paul; Ravikumar, B. and Rupert, Peter. “The return
to capital and the business cycle.” Review of Economic
Dynamics, April 2011, 14(2), pp. 262-278.
Gomme, Paul; Ravikumar, B. and Rupert, Peter. “Secular
stagnation and returns on capital.” Economic
Synopses, August 2015, No. 19.
Lagos, Ricardo. “Asset prices and liquidity in an exchange
economy.” Journal of Monetary Economics, November
2010, 57(8), pp. 913-930.
Laubach, Thomas, and Williams, John. “Measuring the
natural rate of interest.” Review of Economics and
Statistics, November 2003, 85(4), pp. 1063-1070.
Monge-Naranjo, Alexander; Sánchez, Juan M. and
Santaeulalia-Llopis, Raul. “Natural resources and
global misallocation.” FRB of St. Louis Working Paper
No. 2015-036A, October 2015.

Figure 1: Real output growth.
Source: Bureau of Economic Analysis, FRB of Atlanta and

author’s calculations. Last observation: 2016-Q1.

Figure 2: Unemployment.
Source: Bureau of Labor Statistics and author’s calculations.
Last observation: May 2016.

Figure 3: In ation.
Source: FRB of Dallas and author’s calculations. Last
observation: April 2016.

Figure 4: Productivity.
Source: Bureau of Labor Statistics, Bureau of Economic
Analysis and author’s calculations. Last observation: 2016Q1.

Figure 5: Real rate of return on short-term government debt,
r†.
Source: Federal Reserve Board, FRB of Dallas and author’s
calculations. Last observation: April 2016.

Figure 6: Recession probability.
Source: FRED, based on Chauvet and Piger (2008). Last
observation: March 2016.

Figure 7: Policy rate.
Source: Federal Reserve Board and author’s calculations.
Last observation: May 2016.

Figure 8: Schematic of the St. Louis Fed’s new
characterization of the U.S. macroeconomic outlook.

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