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FRBSF WEEKLY LETTEA
Number 91-40, November 15, 1991

The Regional Concentration
of Recessions
On a national basis, this downturn can be considered mild when compared to previous recessions. In the seven other post-war recessions,
real GNP declined more than 2 percent and the
downturns lasted just under a year, on average.
In this recession, however, real GNP declined a
little over 1 percent, and at this point the fall-off
appears to have lasted barely three quarters,
depending on the exact timing of the trough.
Some regions have been hit much harder than
others, however. The Northeast, mid-Atlantic
states, and California have experienced significant economic hardship reflected in job losses
and burgeoning state budget deficits. The Pacific
Northwest, Rocky Mountains, and North and
South Central states, on the other hand, have
sustained relatively robust conditions.

and Idaho, respectively, to 1.2 percent in Oregon.
The significant exception in the Twelfth District is
California which has seen an employment decrease
of 0.7 percent. (Recently published information,
based on disappointing tax receipts, suggests that
actual job losses in California may have been
much greater.)
Nationally, 21 states now have experienced employment declines since the peak month of July
1990. This is a small number when compared to
the troughs of past recessions. In the mild 1969:
12-1970:11 recession the number was 27; in the severe 1981:07-1982:11 recession the number was 46.

Is this divergence surprising? This Letter attempts
to answer the question by considering how to
measure the variation of employment growth
across states, and particularly how to measure
the concentration of a recession. The results suggest that job losses in the current recession are
unusually concentrated when compared to previous economic downturns. While job declines
in manufacturing sectors have spread across
regions in their usual pattern, job losses in nonmanufacturing sectors have been unusually
concentrated.

The employment losses in these 21 states (plus
the District of Columbia) totaled 1,185,000, and
were only partially offset by employment gains
of 436,000 in the remaining 29 states. The job
losses were heavily concentrated in the Northeast. Three states-Massachusetts, New York, and
New Jersey-account for 40.3 percent of the employment declines. This is striking because at the
beginning of the recession in July 1990 only 13.5
percent of the nation's jobs were in these states.
Adding declines from the rest of New England
shows that the Northeast accounted for 50.6 percent of job losses, though it contained only 16.6
percent of the nation's jobs. In contrast, California had 7.6 percent of the job losses but 11.7
percent of national employment.

Where have job losses occurred?

Measuring employment loss concentration

Our point of departure is an examination of percentage employment change between July 1990,
considered the peak of the previous expansion,
and August 1991, the latest month for which
Bureau of Labor Statistics data are available for
all states at this writing. Employment has grown
in most Twelfth District states during this period
at rates ranging from 4.0 and 3.7 percent in Utah

Is this concentration of job losses unusual when
compared to previous recession periods? To
explore this requires a consistent measure of concentration of job losses in an economic downturn. This measure can be constructed by first
arranging all 50 states in rank order according
to the severity of employment losses-that is, as
measured by the percentage decline or increase

THE WESTERn ECOnOmy

The Western Economy is a quarterly
review of economic conditions in the Twelfth Federal Reserve District. It is published in the Weekly Letter
on the third Friday of February, May, August and November.

FRBSF
in employment. The next step is to divide the
rank-ordered list into fifths-or quintiles. One
could simply do this by taking the first ten states
as the first quintile, the next ten as the second
quintile, and so forth. But this would ignore the
differences in the size of each state's population.
To adjust for population size, then, each state is
weighted by beginning-of-period employment,
and the list is divided into quintiles accordingly.
Therefore, the first quintile represents 20 percent
of the working population that live in regions
hardest hit by recession, the second represents the
next 20 percent, and so on until the fifth quintile
represents the 20 percent of the working population livi ng in regions least affected by the econom ic
downturn. (States that fall at the dividing point of
two quintiles are distributed proportionately.)
To measure the concentration of job losses, I then
distribute the job losses across these quintiles to
observe the proportion of job losses occurring in
different regions. The percent of job losses that
occurs in the first quintile can be interpreted as
the proportion of economic distress occurring in
the hardest hit areas.
Chart 1 reports the proportion of job losses occurring in the quintiles of the current recession,
and compares this to the average experience of
seven previous recessions. For the current recession, the measure reveals that 59 percent of the
job losses were suffered in states where the first
quintile of the working population lives, the second quintile suffered 26 percent of the job losses,
the third quintile the remaining 15 percent. The
fourth and fifth quintiles, however, largely did not
incur any job losses (less than 1 percent in the
fourth), but instead were in states that had employment gains. This degree of concentration is
not only striking compared to the average as the
chart shows; it is also much more concentrated
than in any of the recessions examined. For example, in the most concentrated previous recessions (60:4-61:2 and 80:1-80:7) the first quintile
suffered 49 to 50 percent of the job losses.
Sources of Concentration
This measure illustrates that in the current recession, job losses are more heavily concentrated
than in the orevious seven recessions. To exolore
the source 6f this concentration, the samek'ind of
analysis can be used to compare manufacturing
and nonmanufacturing job losses. The results
suggest that manufacturing job losses are more
evenly distributed than nonmanufacturing losses.

Chart 1

Recession Concentration

Percent of
Job Losses
100

Job-Loss Distribution Across Quintiles

90

80
70
60
50
40
30

20
10
4 5

o

Average of Past 7 Recessions
Current Recession
Working Population Quintiles

Job Loss in the Current Recession
Quintiles rank-ordered from most to least severe job loss

MA

ME
NH
RI
VT
NJ
CT
MI
DC
NY

I

GA

DE
VA
MD
FL
NC
MO
PA

4

3

2

1

I
I

TN
CA
IN
AL

I
I

OK
WV
WI
IA
IL
SC
AK
OH
KS
WA
MN

5

I KY

MS
WY
LA
NM
TX
OR
MT
HI

NV
ND
AZ
CO
SD
AR
ID
UT
NE

The concentration of manufacturing job losses in
the current recession is close to the average of
previous recessions. In contrast, while nonmanufacturing job losses are always more heavily
concentrated than manufacturing losses, in the
current recession nonmanufacturing job losses
are even more concentrated than usual.
One implication of these results is that as employment shifts away from manufacturing to the
service and other nonmanufacturing sectors, future recessions might tend to be more geographically concentrated. Manufacturing job losses are
more evenly distributed across states, perhaps
because manufacturing facilities serve national
markets. Service employees, however, are more
tied to local or regional markets. The shift to a
service-based economy thus suggests that a
greater portion of employment will be subject
to local or regional shocks.
Brian Cromwell
Economist

DISTRICT INDICATORS
(Seasonally Acljusted)
91Q3

91Q2

91Ql

90Q4

90Q3

90Q2

90Ql

89Q4

AGR I CULTURE
u.s. CROP PRICES. 1985=100
DISTRICT CROP PRICES, 1985=100
FARM CASH RECEIPTS, MILLION $
CATTLE ON FEED. 1985=100
CATTLE PRICES. CALIFORNIA. S/CWT.

115.5
125.0
2463.8
84.1
63.2

117.3
132.5
2567.1
93.2
66.4

114.1
107.2
2451.8
93.1
64.5

114.5
109.7
2632.6
85.8
63.9

116.9
113.2
2627.6
88.4
65.9

117.5
111.6
2634.3
89.2
66.6

118.2
131.0
2621.9
89.9
63.6

115.4
115.9
2608.6
91.4
62.4

FORESTRY
LUMBER PRODUCTION. MILLIONS BOARD FEET
NORTHWEST LUMBER INVENTORY. MIL. BOARD FEET
U.S. LUMBER PRICES, 1986=100

1584.5
2432.3
132.5

1524.3
2327.1
139.3

1397.3
2366.1
112.7

1347.0
2328.2
120.0

1550.9
2481.1
130.6

1654.3
2624.8
132.3

1751.9
2608.8
129.6

1795.0
2535.9
128.0

ENERGY
SPOT PRICE OF OIL. S/BARREL
U.S. RIG COUNT
DISTRICT RIG COUNT
FUEL MINING EMPLOYMENT. 1985=100
U.S. SEISMIC CREW COUNT.

21.6
796.1
72.7
72.5
100.7

20.8
909.8
82.5
73.3
110.6

22.1
980.7
75.8
75.5
117.9

32.1
1084.1
73.6
73.8
120.2

26.2
994.1
74.4
73.9
122.3

17.8
1038.2
72.8
73.9
128.4

21.8
921.7
56.8
75.5
127.2

20.3
1002.3
69.2
75.2
128.5

MINING
MINERAL PRICES. 1986=100
METAL MINING EMPLOYMENT. 1985=100

106.6
184.2

109.4
185.3

107.6
192.9

111.9
198.0

129.7
197.4

127.6
199.2

123.7
196.6

125.4
193.9

CONSTRUCTI ON
NONRESIDENTIAL AWARDS, 1985=100
RESIDENTIAL PERMITS
WESTERN HOUSING STARTS. THOUSANDS
CONSTRUCTION EMPLOYMENT. THOUSANDS

95.0
18519
24.1
1009.3

106.8
20675
25.5
1018.5

108.4
17576
15.6
1041.7

100.5
18219
18.6
1043.0

110.9
22860
29.1
1058.2

112.9
26468
31.2
1068.5

123.0
31871
30.7
1066.8

104.7
32866
29.3
1044.5

MANUFACTURING
WAGES. CALI FORNIA. S/HOUR
EMPLOYMENT. THOUSANDS
DURABLES. 1985=100
CONSTRUCTI ON DURABLES. 1985=100
AEROSPACE. 1985=100
ELECTRONICS. 1985=100
SEMICONDUCTOR ORDERS, MILLIONS S, NOT S.A.

11.9
3014.5
96.1
100.5
106.3
89.9
1253.5

11.8
3037.1
97.0
101.0
108.3
91.3
1293.0

11.7
3081.4
98.4
103.2
110.8
92.2
1216.9

11.7
3097.7
99.7
104.3
113.1
92.4
1219.9

11.6
3124.8
101.3
108.0
115.3
92.7
1227.0

11.4
3143.6
102.2
110.1
117.7
93.1
1234.0

11.3
3158.3
103.0
112.0
118.3
93.8
1199.8

11.3
3160.4
103.6
112.5
117.5
93.9
1267.9

WHLS/RETAI L TRADE EMPLOYMENT, THOUSANDS
RETAIL SALES, PACIFIC DISTRICT, MIL. $

4809.2
25359

4810.9
24949

4836.9
24412

4823.7
25138

4827.2
25195

4805.6
24979

4773.0
24720

4752.6
23992

SERVICES EMPLOYMENT, THOUSANDS
HEALTH CARE. 1985=100
BUSINESS SERVICES. 1985=100
HOTEL. 1985=100
RECREATION, 1985=100

5607.6
130.2
117.3
137.4
140.2

5570.4
129.2
118.9
137.5
140.1

5547.7
128.4
118.6
138.2
141.0

5509.4
127.6
115.7
139.7
142.0

5474.7
125.7
115.7
136.3
138.1

5400.7
124.1
116.1
135.0
135.8

5320.3
122.7
115.0
133.4
133.1

5261.6
122.0
111.7
131.9
135.8

FI NANCE. I NSUR. AND REAL ESTATE EMPLOYMENT

1268.4

1271.3

1274.5

1270.2

1269.7

1264.6

1256.2

1250.8

GOVERNMENT EMPLOYMENT, THOUSANDS
FEDERAL GOVERNMENT
STATE AND LOCAL

618.4
2923.3

614.9
2879.1

619.8
2860.7

616.7
2833.1

636.4
2825.9

655.0
2777.9

629.0
2755.8

624.6
2724.0

Data are weighted aggregates of available 12th District state data and are expressed as monthly rates unless otherwise noted.
District indicator data are constructed by FRBSF research staff from publ ic and industry sources.

Opinions expressed in this newsletter do not necessarily reflect the views of the management of the Federal Reserve Bank of
San Francisco, or of the Board of Governors of the Federal Reserve System.
Editorial comments may be addressed to the editor or to the author.... Free copies of Federal Reserve publications can be
obtained from the Public Information Department, Federal Reserve Bank of San Francisco, P.O. Box 7702, San Francisco 94120.
Phone (415) 974-2246, Fax (415) 974-3341.
Printed on recycled paper lGlI> ....
with soybean inks.
~~

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aAJaSa~ IOJapaj

~uaw~Jodaa 4)JOaSa~
PERSONAL INCOME
ANNUALIZED PERCENT GROWTH RATES

Twelfth District Business Sentiment'
GNP
Percent

100

ALASKA
ARIZONA
CALIFORNIA
HAWAII
IDAHO
NEVADA
OREGON
UTAH
WASHINGTON
12TH DISTRICT
U.S.

91Q2

91Q1

9OQ4

9OQ3

90Q2

2.6
5.6
4.9
4.8
10.7
3.2
4.6
7.8
4.3

8.4
7.1
0.2
4.1
-3.2

6.1
3.3
4.4
8.9
15.1

4.2
4.4
6.0
3.7

4.5
5.9
6.7
8.3

5.8
6.5
6.3
12.4
-1.0
12.8
6.0
9.3
7.7

4.5
6.7
5.5
10.8
8.5
9.1
7.0
9.9
6.7

5.0
4.3

1.6
1.3

5.2
3.8

6.7
5.4

6.1
5.9

80

o Recession

60

t'illl

40

•

20

o
01 0203 Q4 01 02030401 020304
1989

1990

* Yellr-to-date

1991

UNEMPLOYMENT RATES
AVERAGE QUARTERLY DATA

NON-AGRICULTURAL EMPLOYMENT
ANNUALIZED PERCENT GROWTH RATES

12TH DISTRICT
U.S.

Growth greater than 3%

• Expectations for national GNP growth li.rring the neXl four Cf.larters based on a
survey of approximately 75 business leaders in the 12th Federal Reserve District.

* Year-to-date

ALASKA
ARIZONA
CALIFORNIA
HAWAII
IDAHO
NEVADA
OREGON
UTAH
WASHINGTON

Growth less than 2.5%

ml 2.5% to 3% growth

91Q3

91Q2

91Q1

9OQ4

9OQ3

-4.4
4.2
0.4
0.8
0.7
0.8
3.3
1.1
-0.9

-0.1
-0.2
-1.5
0.3
-0.6
-3.6
-2.4
2.4
-2.4

7.6
1.9
0.5

-0.9
0.8
-2.0

-2.7

0.5
6.4
0.4
3.5
4.3
3.7

3.3
4.5
6.6
0.7
5.5
2.8

4.9
1.4
1.3
3.9
7.6
1.4
2.3
3.5

0.7
0.4

-1.4
-1.2

1.5
-2.3

-0.3
-1.4

2.1
-0.2

ALASKA
ARIZONA
CALIFORNIA

91Q3

91Q2

91Q1

9OQ4

9OQ3

8.3
5.2
7.5
2.7
5.9

7.4
5.3
7.4
2.6
6.1
5.6
6.1
4.3
6.2

7.0
5.5
6.5
2.7
6.2
5.7
5.9
4.3
5.3

6.6
5.3
5.6
2.7
6.0
4.9
5.6
4.2
4.4

6.7
6.5

6.1
5.9

S.3
5.6

HAWAII
IDAHO
NEVADA
OREGON
UTAH
WASHINGTON

~.8

7.3
4.6
7.8
2.6
6.4
5.9
5.8
4.6
6.3

12TH DISTRICT
U.S.

6.8
6.8

6.9
6.8

* Year-to-date

5.6
5.7
5.3