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135 Monthly Lab. Rev. 25 (2012)
Which Industries Are Shifting the Beveridge Curve

handle is hein.journals/month135 and id is 753 raw text is: Which industries are shifting
the Beveridge curve?
According to JOLTS data, thefiilure of the unemployment rate to improve much
despite gro wth in the economy is attributable to a shor fall in hires per vacancy
in all industries, especially construction; this shorttll is what is causing the cur-
rent labor marketb shfft in the Beveridge curve, which measures the negative
relationshi> between the unemployment rate and the job openings rate

Regis Barnichon,
Michael Elsby,
Bart Hobijn,
and
Aysegul Sahin
Regis Barnichon is a re-
searcher at CREi; Michael
Elsby is professor of eco-
nomics at the University of
Edinburgh; Bart Hobijn is
senior research advisor at
the Federal Reserve Bank
of San Francisco, part-time
visiting professor of eco-
nomics at VU University
Amsterdam, and a research
fellow at the Tinbergen
Institute; and Aysegbl
Sahin is an assistant vice
president at the Federal
Reserve Bank of New York.
Email: rbarnichon@crei.
cat, mike.elsby@ed.ac.uk,
bart.hobijn@sf.frb.org, and
aysegul .sahin@ny.frb. org.
The views expressed in this
article solely reflect those
of the authors and are not
necessarily those of the
Federal Reserve Bank of
New York, the Federal Re-
serve Bank of San Francis-
co, or the Federal Reserve
System as a whole.

I Ithough economic activity in the
4  U.S. economy has grown, albeit
-   t-slowly, since the summer of 2009,
the unemployment rate has remained stub-
bornly high. his continued high level of un-
employment is especially puzzling in light of
the fact that, during the same period, U.S.
employers have started to post substantially
more vacancies.1
Historically, there has been a tight negative
relationship between the unemployment rate
and the job openings rate. This relationship
is known as the Beveridge curve. However,
since the summer of 2009, this relationship
seems to have broken down. In March 2012
the unemployment rate was 2.8 percentage
points above its level implied by the Bev-
eridge curve. The Beveridge curve can be in-
terpreted as the job openings rate at which
the current unemployment rate would be in
its flow steady state. A flow steady state, so
named because the Beveridge curve involves
the measurement of flows from one labor
force status (employed, unemployed, or not
in the labor force) to another, occurs when
these flows do not cause a change in the un-
employment rate.
In this study we decompose the gap be-
tween the actual unemployment rate and
that implied by the Beveridge curve into dif-
ferent parts using data from the Job Open-
ings and Labor Turnover Survey (JOLTS).
In order to implement our decomposition,

we construct the Beveridge curve by solv-
ing a fitted flow-steady-state equation using
data on job openings, hires, layoffs, and quits
from JOLTS as well as data on entry and exit
from the labor force from the Current Pop-
ulation Survey (CPS). The Beveridge curve
that we construct in this way fits the pre-
2007-recession data very well.
We then use the estimated flow-steady-state
equation to derive an approximate additive
decomposition of deviations of the unem-
ployment rate from the Beveridge curve into
parts attributable to hires per vacancy; layoffs,
and quits, as well as labor force entry and exit.
We find that the current Beveridge curve gap
is almost fully attributable to an unexplained
shortfall in the vacancy yield-i.e., the num-
ber of hires per vacancy-while a lower-than-
expected quits rate reduces the gap.
We further decompose the Beveridge
curve gap in order to consider which indus-
tries account for the unexplained decline in
the vacancy yield as well as for the behav-
ior of the quits and layoffs rates. The result
of this industry decomposition is that the
shortfall in the vacancy yield is widespread
across all industries. The vacancy-yield defi-
cit is particularly pronounced in construc-
tion, manufacturing, trade and transporta-
tion, and leisure and hospitality, as well as in
the industries not classified in JOLTS. From
January 2012 through March 2012, the dif-
ference between the observed and predicted

Monthly Labor Review - June 2012 25

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