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VOL. 9, NO. 13 • OCTOBER 2014­­

DALLASFED

Economic
Letter
Are We There Yet?
Assessing Progress Toward
Full Employment and Price Stability

}
ABSTRACT: With help from
accommodative monetary
policy, there are good reasons
to believe that the economy
will achieve full employment
and price stability fairly
soon. That prospect raises
challenging issues for Federal
Reserve policymakers.

by Richard W. Fisher and Evan F. Koenig

I

n pursuit of its dual mandate—
maximum sustainable employment and price stability—the
Federal Reserve has followed
a highly accommodative monetary
policy. Accommodation is evident both
in the level of short-term interest rates
(essentially zero) and in the size of the
Fed’s balance sheet ($4.4 trillion as of
September 2014, up from $1 trillion just
before the collapse of Lehman Brothers
in September 2008).
As Fed officials contemplate the
future course of policy, they must consider how near they are to achieving
their objectives. That judgment depends
on an assessment of the progress made
to date and of the economy’s likely
trajectory over the period required for
past policy actions to have full effect.
Past actions have imparted forward
momentum to the economy that must
be taken into account when deciding
how much current monetary stimulus is
appropriate.

Assessing Progress
Toward Price Stability
At the Dallas Fed, the preferred measure of inflation is the trimmed mean
PCE (personal consumption expenditures) inflation rate—a “core” inflation

rate obtained by stripping from headline
PCE inflation, month by month, those
items that exhibit the largest upward and
largest downward price movements.1
As judged by this or any of several other
inflation measures, progress on the
price-stability front has been uneven, at
best.
Year-over-year trimmed mean PCE
inflation reached its nadir of 0.8 percent
four years ago (October 2010). It then
rose steadily to 2.1 percent in January
2012, only to slip back to between
1.3 percent and 1.5 percent during
the 12-month period from April 2013
through March 2014. Since then, inflation has run at 1.6 percent to 1.7 percent
(Chart 1).
Realized inflation—even realized
trimmed mean inflation—is subject to
short-term nonmonetary influences that
policy cannot always offset. Therefore,
it can reasonably be argued that the
Federal Reserve’s success in promoting
price stability is best measured not by the
history of inflation, but by how rapidly
people believe that inflation will reach
the Fed’s longer-run 2 percent objective,
absent new shocks.
By this standard, policymakers
have done fairly well over the course
of the economic recovery. The Survey

Economic Letter
Chart

1

Near-Term and Medium-Term Inflation Expectations on Target

Percent, annual rate

3
Q3
2.0
2.0

2

Aug.
1.65
1
SPF 5-year inflation expectation
SPF expectation of inflation 4 quarters hence
12-month trimmed mean inflation

0

’07

’08

’09

’10

’11

’12

’13

’14

NOTES: Shaded bar indicates U.S. recession. SPF = Survey of Professional Forecasters.
SOURCES: Federal Reserve Bank of Dallas; Survey of Professional Forecasters; National Bureau of Economic Research.

of Professional Forecasters’ median
expectation of headline PCE inflation
four quarters into the future has stayed
in a relatively narrow, 1.7 percent to 2.1
percent range except for fourth quarter
2010, when it dipped to 1.55 percent. The
current median expected inflation rate
one year from now, in third quarter 2015,
is 2 percent.
The Survey of Professional
Forecasters’ median five-year-average
PCE expected inflation rate, similarly,
has stayed within a 1.8 percent to 2.1
percent range since the business-cycle
trough in second quarter 2009, except for
second quarter 2011, when it rose to 2.2

Chart

2

percent. Like the expectation of inflation
four quarters ahead, the five-year expected inflation rate currently stands right at
2 percent. In the considered judgment of
professional forecasters, then, monetary
policy has been conducted in a manner
consistent with a fairly prompt return of
inflation to target.2 We’re not yet at our
desired destination, but it’s expected
that we’ll arrive there around this time
next year.

Assessing Progress
Toward Full Employment
Judging by the path of the unemployment rate, we’ve made good progress

Economy Closing In on Full Employment

Percent

10
9
8
7

Q3
6.1

Unemployment rate
6

SPF forecasts

2015:Q3
5.6

Range of natural-rate estimates
5
4

’07

’08

’09

’10

’11

’12

’13

’14

’15

NOTES: Shaded bar indicates U.S. recession. SPF = Survey of Professional Forecasters.
SOURCES: Bureau of Labor Statistics; Federal Reserve Bank of Philadelphia; National Bureau of Economic Research.

2

toward our full-employment objective
as well. The jobless rate declined from
a peak of 9.9 percent in fourth quarter
2009 to 9.6 percent in fourth quarter
2010, before moving more sharply lower,
to 8.6 percent in fourth quarter 2011, 7.8
percent in fourth quarter 2012, and 7.0
percent in fourth quarter 2013 (Chart 2).
So far this year, we’ve seen a further
drop of 0.9 percentage point, to 6.1 percent in third quarter 2014 (5.9 percent
as of September)—that’s a rate only a
little above the Congressional Budget
Office’s 5.5 percent estimate of the longer-run sustainable, or “natural,” rate of
unemployment and close also to the 5.2
percent to 5.5 percent central tendency
of policymaker natural-rate estimates.3
Regarding the full employment half of
the dual mandate, we’re not “there” yet,
but we’re getting close.
Some analysts and policymakers have
argued that the unemployment rate overstates the progress we’ve made toward
full employment. It is certainly the case
that one can find alternative measures of
labor-market slack that seem to tell a different, less-optimistic story.
The employment/population ratio
has risen hardly at all during this recovery, for example, and the “quits” rate
(which measures the pace at which
people choose to leave their current
employer) remains well below its
prerecession level. The former series,
though, has trended lower since 2000,
showing the influence of a large, demographically driven “structural” component that substantially complicates
accurate interpretation of the series’
movements (Chart 3).4
The quits rate has only a short history, but also appears to be trending
downward. Here again, the presence of
a trend makes it difficult to assess the
significance of the series’ failure to return
to 2007 levels.
A related argument is that our progress toward full employment must be
smaller than is suggested by the decline
in the unemployment rate because we’ve
seen little acceleration in wages so far
during the recovery. Moreover, the current slow pace of wage growth appears to
indicate that labor-market slack remains
substantial. The validity of these arguments is, however, belied by evidence

Economic Letter • Federal Reserve Bank of Dallas • October 2014

Economic Letter
that the relationship between unemployment and wage inflation is nonlinear,
and by evidence that the behavior of
wage inflation over the past 3½ years has
been completely consistent with patterns
observed during the pre-financial-crisis
period.

Wage Inflation and
the Unemployment Rate
Adjusting for long-term price-inflation expectations, wage inflation is fairly
insensitive to the unemployment rate

Chart

3

when the jobless rate is high, but increases at an increasing rate as the jobless rate
falls (Chart 4).
The pre-financial-crisis relationship
between wage inflation and the unemployment rate is captured by the curve
plotted in Chart 4, which is fitted to data
that end just before Lehman Brothers’
failure in third quarter 2008.5 There are a
few quarters during the mid-1980s that
lie far above the fitted curve, and a few
quarters hard on the heels of the Lehman
Brothers’ collapse that lie far below it,

Alternative Slack Measures Difficult to Interpret

Percent

Percent

2.6

67

Job Openings and Labor
Turnover Survey: quits rate

65
Aug. 63
1.8

1.7

61
Sept.
59.0
Employment-to-population ratio

.8

’00

’01

’02

’03

’04

’05

’06

’07

’08

’09

’10

’11

’12

’13

’14

59
57

The Policy Challenge

55

No, we are not “there” yet. However,
there are good reasons to believe that
we’ll achieve our full-employment and
price-stability objectives fairly soon—
perhaps as early as next year. That prospect gives increased urgency to the question: When should we start removing
monetary policy accommodation?
Do we keep the accelerator pedal to
the floor right up to the point where we
reach our destination? Or do we ease
up as we near our goal? The answer
depends on an assessment of the costs
of possibly delaying achievement of our
objectives versus the costs of overshooting those objectives. Proponents of a
patient approach to removing accommodation emphasize the risk of having
to backtrack on policy, should either real
growth or inflation expectations falter.
On the other hand, Fed policymakers
successfully “tapped the brakes” in the
middle of three of our longest economic
expansions (in the 1960s, 1980s and
1990s), slowing—but not ending—the
unemployment rate’s decline. By comparison, there are no instances where the

NOTE: Shaded bars indicate U.S. recessions.
SOURCES: Bureau of Labor Statistics; National Bureau of Economic Research.

Chart

4

Recent Wage Growth in Line with Experience

Real wage growth (percent)*

2.5
1984:Q1–2010:Q4

2

2011:Q1–2014:Q2

1.5

’85:Q3

1

’85:Q2

.5
’09:Q1

–.5
–1

Fitted curve**
Range of
natural-rate estimates

’15:Q3

0

’09:Q2
3

4

’09:Q3

’14:Q2
’11:Q1

5
6
7
8
9
Unemployment rate, lagged four quarters (percent)

10

11

*Year/year growth in Employment Cost Index wages and salaries, less Survey of Professional Forecasters 10-year inflation
expectations.
**Estimated 1984:Q1 through 2008:Q2
SOURCES: Bureau of Labor Statistics; Federal Reserve Bank of Philadelphia; authors’ calculations.

but the behavior of wage inflation during
the period since the unemployment rate
peaked (shown in red) closely matches
what one would have expected based on
the pre-financial-crisis historical record.
If the historical pattern continues,
wage growth will pick up in the coming year and rise further and faster as
the unemployment rate falls toward
the range of natural-rate estimates.
We already have survey evidence that
employers are planning more-rapid wage
increases (Chart 5).
The point is not that wage growth
has been worrisomely high (it hasn’t
been) or that we’re in imminent danger
of a wage-price spiral (we likely aren’t).
Rather, there’s nothing in the behavior
of wage inflation over the course of the
recovery to suggest that the unemployment rate has been sending misleading
signals about our progress toward full
employment. A secondary point—a caution, really—is that when trying to draw
inferences about labor-market slack from
the behavior of wages, it’s important to
recognize that wage inflation’s response
to slack is both nonlinear and delayed.

Economic Letter • Federal Reserve Bank of Dallas • October 2014

3

Economic Letter

Chart

5

Percentage of Firms Planning Wage Increases Rises

Year/year change

Year/year change
1.1

12
Q3
3.0

7

.3

2

Q2 –.1
0.14
–.5

–3
–8
NFIB: Net
percentage planning to
raise worker compensation
(shifted four quarters)

–13
–18

.7

’88

’90

’92

’94

’96

’98

’00

–.9

Employment Cost
Index: wages and
salaries of civilian workers,
four-quarter growth

’02

’04

’06

’08

–1.3
’10

’12

’14

–1.7

NOTES: Shaded bars indicate U.S. recessions. NFIB: = National Federation of Independent Business.
SOURCES: Bureau of Labor Statistics; National Federation of Independent Business; National Bureau of Economic Research.

Fed has successfully eased the unemployment rate upward after having first
overshot full employment: When the
economy goes into reverse, it has a pronounced tendency to lurch backward all
the way into recession.6
Fisher is president and chief executive officer and Koenig is senior vice president and
principal policy advisor at the Federal
Reserve Bank of Dallas.

NOTES
See “A Fitter, Trimmer Core Inflation Measure,” by
Jim Dolmas, Federal Reserve Bank of Dallas Southwest
Economy, May/June 2005.
2
Similarly, the latest Federal Reserve Summary of
Economic Projections shows the median policymaker
inflation expectation rising from 1.5–1.6 percent in 2014
to 1.7–1.8 percent in 2015 and 1.9–2.0 percent in 2016.
1

DALLASFED

positive and highly statistically significant, indicating
that the relationship between the unemployment rate and
wage inflation is strongly nonlinear.
Recent, related analysis by Anil Kumar and Pia
Orrenius brings to bear information gleaned from the
experiences of the various individual states (“A Closer
Look at the Phillips Curve Using State-Level Data,”
Federal Reserve Bank of Dallas, Working Paper no.
1409). Kumar and Orrenius confirm that wage growth is
more responsive to the unemployment rate at low rates
of unemployment than at high rates of unemployment. As
with unemployment rates, wage-inflation data vary widely
from state to state. As of August 2014, wage inflation as
measured by 12-month growth in average hourly earnings ranged from –2.1 percent (Delaware) to 4.7 percent
(North Dakota). It stood at 3.9 percent in Texas.
6
A rule of thumb among economic analysts is that if a
three-month moving average of the unemployment rate
rises by more than 0.3 percentage point, the economy is
either already in or soon to enter a recession.

The aggregate data mask considerable geographic
variation. As of August 2014, for example, state threemonth-moving-average unemployment rates ranged
from a low of 2.8 percent in North Dakota to a high of 7.9
percent in Mississippi. Texas’ unemployment rate was
5.2 percent.
4
A recent joint Federal Reserve Board and Federal
Reserve Bank of Cleveland study attributes roughly
three-fourths of the post-2007 decline in the labor-force
participation rate to such factors. See “Labor Force Participation: Recent Developments and Future Prospects,”
by Stephanie Aaronson et al., Finance and Economics
Discussion Series (FEDS) Working Paper no. 2014-64,
September 2014.
5
Specifically, the curve shows results from a regression
of four-quarter wage growth, detrended using 10-year
inflation expectations, on the four-quarter lagged unemployment rate, the inverse of the four-quarter-lagged
unemployment rate and a constant. In this regression,
the coefficient on the inverse unemployment rate is large,
3

Economic Letter

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Economic Letter is available on the Dallas Fed website,
www.dallasfed.org.

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