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May 1996

Houston Business

FEDERAL RESERVE BANK OF DALLAS HOUSTON BRANCH

A Perspective on the Houston Economy

Industrial Structure
In Oil Cities:
Diversification Revisited

T

These cities do not
present an unusual
industrial profile.
A few oil cities remain
highly dependent on
oil extraction, but
such dependence
is also found in the
ties between non-oil
cities and industries
such as autos,
computers or steel.

he April issue of Houston Business presented a list of 29 cities that are home to a significant number of oil extraction employees. That
article focused on the role of these cities within the
oil industry, the number of oil and natural gas jobs,
and the distribution of these jobs among oil production, services, machinery and headquarter
establishments. In recent years, low and volatile
energy prices, rising industry productivity and
growing foreign, rather than domestic, exploration
were found to have reduced the number of U.S.
energy jobs and changed their geographic distribution.
The focus of this article shifts to the share of oil
and gas extraction employment in these 29 cities
and to the implications of significant oil employment for industrial structure. In particular, this
article addresses the question of whether these
cities, collectively or individually, had become so
dependent on oil extraction that they were left
with few growth alternatives when the oil bust
arrived. The answer, it turns out, is that, as a group,
these cities do not present an unusual industrial
profile. A few oil cities remain highly dependent on
oil extraction, but such dependence is also found
in the ties between non-oil cities and industries
such as autos, computers or steel. Strong regional
economic linkages to a single industry are not
unique to the oil extraction industry.
INDUSTRIAL DIVERSIFICATION
Any discussion of how any one industry affects
a region quickly turns to industrial diversification.
If this industry is hurt, what alternatives does the

region have? Diversification is difficult to
measure, but for this study, we made an industry-by-industry comparison of earnings (wages,
salaries and benefits) paid in each oil city with
that paid in the United States as a whole. The
United States represents near-perfect diversification in the sense of being a mix of all industries in all cities. The measure used in this study
is large for cities where the shares of earnings
across industries diverge widely from the U.S.
norm. The measure also isolates those industries
that make each city different from the United
States. The measure is
I =

n

(si − si * )2

i =1

si *

∑

∗ 100,

where si is the city share of earnings in industry
i, si* is the U.S. share of earnings in industry i
and n is the number of industries.
Table 1 shows this list of oil cities, rankordered from top to bottom according to
their index value in 1987, which indicates
how different they are from the U.S. norm.
Table 1
Diversification Indexes for 29 Oil Cities
City

Index

Made different by

Midland–Odessa
Houma, Louisiana
Lafayette, Louisiana
Casper, Wyoming
Wichita, Kansas

1,274
980
650
329
310

Bakersfield
Laredo
Longview – Marshall
Abilene, Texas
Corpus Christi
Amarillo
Tulsa
New Orleans
Wichita Falls
New York
Houston
Tyler
Mobile
San Antonio
Los Angeles
Fort Worth

256
232
188
185
170
163
144
144
141
121
119
75
74
59
59
58

Oil and gas extraction
Oil and gas extraction
Oil and gas extraction
Oil and gas extraction
Transportation equipment,
excluding automobiles
Oil and gas extraction
Oil and gas extraction
Oil and gas extraction
Military
Oil refining
Oil and gas extraction
Oil and gas extraction
Oil and gas extraction
Military
Brokerage and finance
Oil and gas extraction
Oil and gas extraction
Paper manufacture
Federal military
Motion pictures
Transportation equipment,
excluding automobiles
Oil and gas extraction
Air transportation
Primary metal
Oil and gas extraction
Oil and gas extraction
Metal mining
Oil and gas extraction
Wholesale trade

Oklahoma City
San Francisco
Pittsburgh
Shreveport
Denver
Salt Lake City
Dallas
Chicago

51
46
41
39
39
31
29
15

Average oil city

208

When computed for 1993, the values were not
much changed from those in Table 1. The
industry that contributed most to making each
city different from the United States is also
listed. Midland–Odessa, Houma and Lafayette
top the list, an indication that these are the
cities most different from the United States as
a whole. Oil and gas extraction is what makes
these cities different; not much else is distinctive
about their industrial structures. The No. 2 industry in Midland–Odessa, for example, turns
out to be pipeline transportation.
A look down the list, at least as far as New
York, reveals that if oil and gas extraction is not
the No. 1 industry contributing to differences
from the United States, it is No. 2. Cities ranked
below the first three cities on the list almost
always have some industrial alternative, other
than oil and gas extraction, to fall back on; these
alternative industries stand out in this measure
and make each city distinctive.
Near the top of the list, Wichita, Kansas,
stands out as a city where aircraft manufacture,
even more than oil, pulls the city far from the
national norm, and military employment does
the same for Wichita Falls and Abilene, Texas.
As second industries, Bakersfield, California,
has agriculture; Laredo has transportation services; and Houston, Longview–Marshall and
New Orleans have chemicals.
SOME PERSPECTIVE
To help interpret these results, we made a
second list of 29 cities by rank-ordering all U.S.
metropolitan areas by total 1987 earnings. For
every oil city, the next smallest metropolitan
area not already on the oil-city list was chosen.
The result was a comparable list of 29 metropolitan areas, displayed in Table 2; these areas
are similar in size to the oil cities but are not
dependent on oil extraction.
Atlantic City is home to hotels and casinos
and, with the largest index on either list, turns
out to be most different from the U.S. norm.
Instruments in Rochester, chemicals in Brazoria
and autos in Detroit also pull the index values
well off the norm. The average index in 1987 for
the two lists is not very different (208 for oil
cities versus 194 for non-oil cities), and the
difference grew only slightly when the calculations were repeated for 1993.
Although some highly diversified cities, such
as St. Louis, Buffalo, Philadelphia and Minneapolis, are on the alternative list, in many

instances a single industry pulls the city away
from the United States’ typical industrial structure. These results are not confined to smaller
cities. Table 3 summarizes the index for the
largest cities on the list and classifies them into
diversified, intermediate and not diversified. On
the intermediate list are many cities that serve as
key regional distribution centers but are pulled
from the norm by a single important industry;
examples include oil extraction in Dallas, steel
in Pittsburgh, air transportation in Miami and
entertainment in Los Angeles.
On the “not diversified” list are four cities
that serve as headquarters for large industries.
It is difficult to know what the nation’s four
largest and most important industries might
be, but autos (Detroit); financial services (New
York); federal government (Washington, D.C.);
and oil extraction, refining and petrochemicals
(Houston) might be a good guess. These four
cities stand atop a national hierarchy of smaller
cities that play distinct regional roles in their
Table 2
Diversification Indexes for 29 Selected Cities
City

Index

Made different by

Atlantic City
Rochester, New York
Brazoria, Texas
Detroit
Huntington, West Virginia
Victoria, Texas
Washington, D.C.

2,054
816
697
357
294
209
175

Hotels
Instruments
Chemicals
Motor vehicles and parts
Oil refining
Oil and gas extraction
Federal civilian
government
Paper manufacturing
Fisheries
Coal mining
Amusements
State and local government
Trucking and warehousing
Coal mining
Rubber and plastic
Instruments
Air transportation
Railroads
Tobacco products
State and local government
Electrical equipment,
excluding computers
Instruments
Apparel
Wholesale trade
Transportation equipment,
excluding automobiles
Instruments
Educational services
Fabricated metal
State and local government

Monroe, Louisiana
Barnstable, Massachusetts
Steubenville, New York
Orlando
Lawrence, Massachusetts
Joplin, Missouri
Evansville, Indiana
South Bend, Indiana
Santa Rosa, California
Miami
Omaha
Raleigh – Durham
Albany, New York
Orange County, California

98
81
80
79
75
74
68
68
61
48
47
32
31
29

New Haven, Connecticut
Knoxville, Tennessee
Atlanta
Wilmington, Delaware

27
26
21
20

Minneapolis
Philadelphia
Buffalo
St. Louis

19
12
12
11

Average city

194

Table 3
Diversification Among Large Cities
(Index of Industrial Diversity)
Large cities on the list

Index value

Diversified (index < 25)
St. Louis
Buffalo
Philadelphia
Chicago
Minneapolis
Atlanta
Boston

10.9
12.0
12.0
15.2
19.2
20.6
21.4

Intermediate (25 < index < 80)
Dallas
Denver
Pittsburgh
San Francisco
Miami
Los Angeles

28.7
38.5
40.6
46.4
48.3
58.9

Not diversified (80 < index)
Houston
New York
Washington, D.C.
Detroit

119.2
121.3
175.2
351.1

industries. And each of these four cities has
suffered gains and losses in recent years with
the ups and downs of its chief industry. If
Houston’s role in the nation’s energy industry
distinguishes it from other U.S. cities, it is a role
that has parallels in other industries and among
the nation’s largest cities.
CONCLUSION
This study offers a perspective on industrial
diversification among U.S. cities, including oil
cities, that is based on industrial structure. Some
metropolitan areas, such as Midland–Odessa
and Lafayette, seem to be built on oil, with few
alternatives. But the oil industry’s results are
hardly unique in concentrating in a certain
area; gambling in Atlantic City and autos in
Detroit are similar in that they contribute to a
relatively narrow economic base. On average,
the industrial structure of oil cities is not that
different from that of non-oil cities.
Houston, as the nation’s largest oil city, has
an industrial structure that sets it apart from
the U.S. norm. Yet even Houston’s bond with
oil has parallels among the nation’s largest
cities: Detroit and autos, New York and financial services and Washington, D.C., and federal
employment. Houston may be unique as the
nation’s largest oil city, but other large U.S. cities
play similar roles as headquarters for some of
the nation’s biggest industries.

APRIL 1996

HOUSTON BEIGE BOOK

H

ouston respondents to the Fed’s April
Beige Book survey saw a solid local economic
expansion under way, and they expected continued good economic conditions. Retail sales,
auto sales, and sales of new and existing homes
all improved in recent weeks, and home and
auto sales are running at record levels.
RETAILING AND AUTO SALES
Retailers reported that demand has improved
and winter inventories have cleared out. The
fundamentals remained unchanged to the extent that markdowns and heavy promotions
are still needed to move goods, but consumers
at least proved more responsive to major sales
events.
Sales of autos and trucks climbed 9 percent
in March, compared with 12 months earlier,
then 29 percent more in April, the best April
showing since 1982. Low interest rates, cool
dry weather, tax refunds, rebates from national manufacturers and a good local economy
boosted April figures.
PETROLEUM AND PRODUCT PRICES
Crude oil prices rose past $20 per barrel in
mid-March and ranged between $23 and $25
during most of April. The key factor pushing
prices upward has been low inventories of
crude oil and products. The threat of Iraqi
crude’s returning to market made the idea of
building crude inventories unattractive because
any resulting drop in crude prices would force
markdowns in the value of the inventory.
In late April, the level of crude oil inventories was at a 15-year low. Heating oil inventories were stretched by one of the longest,
coldest winters on record, which delayed production of gasoline for the summer driving
season.
Refiners’ margins have been volatile and
mediocre. By not holding inventory, refiners
often found themselves caught between wholesale prices and the rising cost of crude. High
prices at the pump have benefited gasoline
marketing more than refining.
Cash prices for natural gas have edged
slowly down toward $2.20, the lowest price in

several months. As the cold winter ended, however, storage was only 18 percent of capacity.
Heavy storage injections are expected to hold
prices at favorable levels.
PETROCHEMICALS
Petrochemical demand improved, inventories were in good shape, and prices were
stable or rising. The industry’s sharp slowdown
in 1995 seemed to be over. Despite higher
energy feedstock costs, the industry’s margins
were positive and respondents expected continued improvement over the summer.
OIL SERVICES AND MACHINERY
Respondents in oil services continued to
report strong demand, good prices and solid
profits. The key drivers remained offshore
activity in the Gulf of Mexico and the North
Sea, and growing activity in foreign markets.
Domestic activity improved in recent weeks,
led by a surge in natural gas drilling. The Gulf
of Mexico, particularly well positioned to deliver gas to the East Coast, continued to attract
strong interest.
HEALTH CARE SERVICES
The trend toward managed health care and
away from traditional health insurance continued. Large employers and insurance companies
continued to insist on better cost management,
which often means shifting care out of hospitals and toward outpatient clinics and home
care. Houston’s overall health service employment continued to grow at about 4 percent, but
industry restructuring resulted in large layoffs
at some hospitals and strong local growth in
home care.
HOME-BUILDING
Housing starts in March were at the highest
level of the past 10 years, as home sales in the
first quarter ran 35 percent higher than one year
ago. Existing home sales hit the highest total
ever registered for March. Despite the strong
local market, prices of building material are
stable, with lumber, plywood and wallboard
prices level or falling.

For more information, call Bill Gilmer at (713) 652-1546.
For a copy of this publication, write to
Bill Gilmer • Houston Branch • Federal Reserve Bank of Dallas
P.O. Box 2578 • Houston, Texas 77252
The views expressed are those of the author and do not necessarily reflect the positions
of the Federal Reserve Bank of Dallas or the Federal Reserve System.