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The Outlook: Mississippi and the Nation
Northeast Mississippi Economic Forecast Conference
Tupelo, Mississippi
January 20, 2005

I

am pleased to be here today to discuss
the economic outlook for Mississippi and
the nation. Although the focus of this
meeting is Mississippi, it is important to
emphasize that all the states are bound together
in the national economy. Thus, the national
outlook is the place to start in discussing the
Mississippi outlook.
After discussing the national economy, I’ll
turn to a few aspects of the Mississippi economy
as it relates to the national economy. One issue
concerns the business cycle in Mississippi and
the extent to which the state’s recent experience
has been in sync with the national experience. A
second issue concerns some of the differences
between the Mississippi and national economies;
this analysis serves to highlight the most pressing
challenges facing the state. Finally, I’ll offer some
views on how public policy might improve the
state’s business climate in the interest of improving growth over the long run.
Before proceeding, I want to emphasize that
the views I express here are mine and do not
necessarily reflect official positions of the Federal
Reserve System. I thank my colleagues at the
Federal Reserve Bank of St. Louis for their comments, especially Kevin L. Kliesen, associate
economist in the Research Division, who provided
special assistance. However, I retain full responsibility for errors.

THE NATIONAL OUTLOOK
By all indications, 2004 turned out to be a
pretty decent year for the U.S. economy. That’s
not to say there weren’t the usual challenges that

perpetually confront those in the business of
business or of making monetary policy. I’ll talk
about some of those challenges shortly.
A week from tomorrow, when the Bureau of
Economic Analysis releases its advance estimate
of real GDP for the fourth quarter of 2004, we’ll
find out with some precision just how good last
year’s economic growth was. The consensus estimate of the Blue Chip forecasters is that real GDP
increased at about a 3.75 percent annual rate in
the fourth quarter. If so, then real GDP will have
increased by about 4 percent over the four quarters
of 2004. We already know that the unemployment
rate fell half a percentage point to 5.4 percent over
the course of the year.
One of the biggest hurdles faced by policymakers, consumers, and businesses in 2004 was
the unexpected surge in the prices of crude oil
and refined products. In fact, oil prices have been
trending higher since December 2001, when the
acquisition cost of crude oil paid by U.S. refiners
from domestic and foreign sources averaged a
shade over $16.50 per barrel. By October 2004,
prices had reached an all-time high in currentdollar terms, averaging a little more than $46 per
barrel. When adjusted for inflation, though, oil
prices were still well below the record highs seen
in 1980.
One of the unique features of the current
episode of rising oil prices is that both supply
and demand factors were working in tandem to
push up prices. In contrast, during most previous
oil shock episodes, prices surged because of
unanticipated declines in supply—or the expectation thereof. Demand-side factors included
unexpectedly strong worldwide growth, particularly among fast-growing economies like China
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ECONOMIC OUTLOOK

and India. On the supply side, there were numerous global disruptions caused by wars, labor strife
and hurricanes. Eventually, spare production
capacity was whittled down significantly and
marked declines in worldwide petroleum stocks
occurred.
One of the treasures of a market-based economy like ours is that the pricing mechanism eventually allocates resources to their most productive
uses. Hence, higher oil prices will stimulate both
increased production and active energy conservation measures, both of which will tend to limit
further price increases and perhaps drive down
prices over time. However, the rise in longer-dated
futures prices, such as the contract for delivery
of West Texas Intermediate crude oil in December
2007, has persisted above $30 per barrel for more
than six months. This fact suggests the market
expects that higher oil prices might be with us
for some time.
Should we be concerned about longer-term
economic effects of permanently higher energy
prices? Certainly, but probably not to the degree
we once were—say, in the 1970s, 1980s, or even
in the early 1990s. Of course, higher oil prices do
have adverse effects, but we should not underestimate the capacity of the U.S. economy to adjust
to those higher prices. Technological improvements, which have made our economy much
more energy efficient, and improvements in our
regulatory structure, which have allowed the price
mechanism to work more freely, mean that today’s
economy can endure periods of sharply higher
energy prices that, in earlier periods, might have
caused considerable economic disruption. Indeed,
one of the remarkable aspects of last year’s economic performance was just how well the economy performed in spite of a sharp run-up in
energy prices. Unfortunately, many of those in
the business of discussing the U.S. economy seem
to underestimate our economy’s resilience.
In thinking about the near-term economic outlook, one of the more useful exercises an analyst
can undertake is to compare actual outcomes
with forecasted outcomes. An analysis of forecast
errors can sometimes provide clues as to why
2

the economy performed better or worse than
expected.
Using data through the third quarter, it
appears that the Blue Chip Consensus forecast
for 2004 published in December 2003 was pretty
close to the mark—largely because forecasters
nearly nailed their estimate of the growth of real
consumer spending, which is about 70 percent
of total spending. In December 2003, the Blue
Chip Consensus predicted that real GDP would
increase by 3.9 percent in 2004, which is its actual
growth over the first three quarters of the year.
Digging a little deeper indicates that the
economy in 2004 surprised forecasters in a few
important respects. First, capital spending by
businesses was a little stronger than expected.
Second, residential construction continued to
power ahead, to the surprise of most forecasters.
In fact, new single family home sales in 2004 will
probably set an all-time record high for the fourth
consecutive year. Mortgage rates essentially ended
the year where they started—roughly 100 basis
points below their five-year average of approximately 6 5/7 percent.
Third, the growth of U.S. exports of goods and
services was modestly weaker than expected,
while the pace of domestic purchases of foreignproduced goods and services was a little stronger
than expected.
Finally, the growth of consumer after-tax
income adjusted for inflation was appreciably
weaker than expected. This outcome was a reflection of decline in purchasing power stemming
from higher energy prices. I might add, however,
that because consumer spending largely tracked
the way forecasters had expected, the personal
saving rate over the second half of 2004 will come
in below forecast. The saving rate probably averaged around 0.5 percent—clearly too low to be
consistent with the saving necessary to support a
sustainable pace of capital formation over time.
The labor market continued to surprise many
analysts over the past year. In 2004, nonfarm
payrolls increased 2.2 million, or an average of
nearly 186,000 a month. This increase was a little
better than the expected average gain of 166,000

The Outlook: Mississippi and the Nation

per month in 2004.1 I should also note that, for
the first time in five years, employment gains in
the establishment survey surpassed those measured
by the household survey. The establishment, or
payroll, series is the one that is widely reported
in the press and which most analysts believe is
the more accurate of the two measures.
Peering into 2005, it seems likely that labor
market conditions will continue to improve and
that monthly employment gains will probably
exceed by a comfortable margin the roughly
125,000 per month necessary to keep the unemployment rate constant. It’s an open question,
though, whether we will return to the days when
monthly employment gains of 200,000 per month
or more were the norm, as they were during the
last two business cycle expansions. Today’s era of
higher labor productivity growth and increased
globalization may tend to limit employment
growth.
However, more rapid employment gains might
well occur if a significant percentage of those
workers who exited the labor force after 2000
return as the economy continues to strengthen.
A reasonable expectation, based on past behavior,
is that the participation rate will begin to increase
as the growth of GDP begins to outpace that of
labor productivity. Trend productivity growth
seems likely to settle down to something around
2½ percent—a respectable estimate of its sustainable rate. In that scenario, real GDP growth of 4
to 4½ percent for 2005 seems pretty reasonable.
But—and this is an important point—we
should not forget the usual forecast errors. Given
all the unpredictable things that can happen, a
point forecast of 4 percent growth over the four
quarters of 2005 should really be expressed as a
growth rate of 4 plus or minus 1¼ percent.
Overall, I expect that this year’s economic
growth will be boosted to an important extent by
continued strong business fixed investment. In
addition, augmented by continued strong labor
productivity growth, improvements in the labor
market, and a recovery in household purchasing
1

power reflecting lower energy prices, growth of
consumer spending should also remain healthy.
The outlook for inflation is not a topic that
should be forgotten. The Federal Reserve’s strategy
for encouraging maximum sustainable economic
growth has depended on maintaining price stability. Forecasters were surprised by the pickup
in inflation last year: The consumer price index
(CPI), the best known measure of consumer prices,
rose by 3½ percent over the twelve months of
2004, which was about 1½ percentage points
higher than forecasters had expected. Much of
this forecast error was due to unexpectedly higher
energy prices. Still, when we strip food and
energy prices out of the CPI, we find that “core
inflation” was about 2¼ percent, substantially
higher than 2003’s unusually low increase of 1.1
percent.
The Fed’s preferred measure of prices, though,
is the price index used to deflate personal consumption expenditures (PCE) in the national
income and product accounts, less food and
energy prices. In the July 2004 Monetary Policy
Report to the Congress, the Federal Reserve presidents and governors projected that the core PCE
inflation rate would finish 2004 between 1.75
and 2 percent. Through November, core PCE
prices have risen at a 1.5 percent annual rate.
From this perspective, then, inflation is coming
in slightly below the FOMC’s midyear projection.
Recent data, then, suggest that inflation is well
controlled. The FOMC has emphasized that it is
prepared, if necessary, to move more aggressively
to protect the relatively low rates of core inflation
that now exist.

HOW MISSISSIPPI GROWTH
CORRELATES WITH U.S. GROWTH
Economic models of the national economy
often use aggregate indicators of economic activity, such as the gross domestic product (GDP),
which is available on a quarterly frequency. The

Blue Chip forecasters were asked to predict the average monthly increase in nonfarm payrolls in the February 10, 2004, issue. This was their
first job forecast made in 2004.

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ECONOMIC OUTLOOK

corresponding measure of economic activity at
the state level is the gross state product (GSP),
which is available only on an annual basis and is
released with a lag of two years. Between 1990
and 2002, the latest available date, Mississippi’s
real GSP grew at an average annual rate of 3.3
percent; this rate is somewhat higher than the
rate of growth of the national real GDP during
the same period of 2.9 percent.

Employment
Another useful indicator of economic activity
at the state level is the payroll employment measure from the establishment survey produced by
the Bureau of Labor Statistics, which is released
on a monthly basis. From the beginning of the
recession in March 2001 until its end in November
of the same year, total non-farm payroll employment fell just slightly more in the country as a
whole than in Mississippi—1.2 and 1.1 percentage points, respectively. As you are no doubt
already aware, the recovery from the recession
has been slow in producing jobs. This circumstance has been even more evident in Mississippi
than in the country as a whole. Between the end
of the recession and November 2004, the most
recent month for state-level data, the United
States replaced about three-quarters of the jobs
lost, while Mississippi replaced just less than
half of the jobs lost.
Unfortunately, the picture for Mississippi has
been even bleaker than these numbers suggest
because payroll employment in Mississippi
peaked more than a year earlier than national
employment did and started to decline while
national employment was still rising: Mississippi
lost about 2 percent of its non-farm employment
between September 1999 and March 2001. If you
include these losses, only about one-sixth of the
jobs lost had been recovered by November 2004.
The reason for Mississippi’s more unfortunate
employment performance is that it is more concentrated in manufacturing than the country as a
whole. It was employment in the manufacturing
2

4

sector that was hit hardest by the recession and
has dragged down employment growth during
the recovery.

State Business Cycle Phases
In an attempt to understand the differences
in recession and expansion experiences across
the states, and how they relate to the national
business cycle, colleagues of mine at the Federal
Reserve Bank of St. Louis have analyzed state
business cycles using coincident indexes as
measures of economic activity.2 In their analysis
they uncover the dates of individual state recessions since 1979, and find that, like much of the
south, Mississippi’s periods of recession and
expansion have been in sync with the national
experience about 80 percent of the time. They
also find that the differences across states in the
timing of recessions and expansions can probably
be explained by a combination of factors including differences in the states’ industrial composition as well as in demographic characteristics.
Differences in states’ growth rates during
recessions tend to be associated more with differences in their industry shares rather than with
demographic factors. During expansions, however, differences in growth rates are explained
by differences in demographic factors—such as
educational attainment levels—but not by differences in industry shares. The implications of
this research for Mississippi are that the severity
of recessions can be lessened by having a more
diverse economy and long-term growth can be
enhanced by improving educational attainment,
which includes attracting talented people from
elsewhere and retaining talented Mississippians.

CHALLENGES FOR MISSISSIPPI
RELATIVE TO THE NATION
A convenient way to describe local conditions
is to focus on some key spreads or differences
between economic and demographic indicators in

Owyang, Michael T.; Piger, Jeremy and Wall, Howard J. “Business Cycle Phases in U.S. States,” Federal Reserve Bank of St. Louis Working
Paper 2003-011E.

The Outlook: Mississippi and the Nation

Mississippi and the United States. This approach
permits us to specify some problem areas and
challenges facing Mississippi.

Employment Composition
Over the past several decades, employment
in manufacturing as a share of total employment
has declined dramatically in the United States,
to about 11 percent today. Manufacturing, however, remains an important sector of the national
economy, and one that is particularly sensitive
to business cycle fluctuations. In a state such as
Mississippi, where manufacturing employment
still represents about 16 percent of total nonfarm employment, business fluctuations in manufacturing can have significant consequences for
the economy of the state.
While manufacturing employment has
declined, the proportion of service-sector jobs
has increased in the Mississippi and national
economies. Service-sector employment represents about 79 percent of total non-farm jobs in
Mississippi, a proportion that is only a tad lower
than the 83 percent of the United States as a
whole. In contrast to manufacturing and overall
employment, employment in the service sector
has increased in both Mississippi and the United
States since March of 2001. Services payrolls grew
by about 28 thousand jobs, or about 3.2 percent,
in Mississippi from March 2001 to November
2004. During the same period, services payrolls
increased by almost 2 million jobs, or about 1.8
percent, in the United States as a whole.
As the share of manufacturing employment
continues to decline in the United States and in
Mississippi, driven by productivity gains and the
movement of lower-skilled jobs overseas, the new
face of manufacturing is one of high efficiency
and use of advanced technology. The prospects
for Mississippi and the nation to generate highpaying jobs in this sector hinge on attracting
high-skilled workers. And this leads us to what
is perhaps the most important challenge facing
Mississippi: education.
3

Education
The difference of educational attainment in
Mississippi relative to the rest of the country is a
historically notorious problem. Nevertheless,
during the last decade Mississippi has seen significant improvements. Educational attainment
in Mississippi measured by the proportion of all
persons aged 25 years or older who have completed high school increased dramatically during
the 1990s: from 68.9 percent in 1990 to 80.3 percent in 2000, an increase of 11.4 percentage points.
This increase was almost double the increase in
the rest of nation, helping to narrow the educational attainment gap between Mississippi and
the United States. During the 1990s, this gap fell
from 8.7 percentage points to only 3.8 percentage
points.
Mississippi has also made progress in the
attainment of college degrees, although not as
impressive as the increase in high school completion. During the 1990s, the percentage of people in Mississippi aged 25 or older with a college
degree increased by more than 4 percentage
points to 18.7 percent. This increase was slightly
smaller than the national increase of about 4.3
percentage points. As a consequence, the gap in
the percentage of college graduates between
Mississippi and the United States remains stubbornly large at about 7 percentage points. To a
large extent, this gap can be attributed to the difficulty Mississippi has had in attracting people
with college degrees and in retaining its own
college graduates.

Measures of Economic Development
Over the past 75 years, the United States has
seen a dramatic increase in the standards of living
of its citizens brought about by economic growth.
Research at the Cleveland Fed indicates that
during this period, the disparities in per capita
income growth across states have declined and
continue to do so.3 The study finds, however,
that a wide gap between the richest and poorest

Gomme, Paul and Rupert, Peter. “Per Capita Income Growth and Disparity in the United States, 1929-2003.” Federal Reserve Bank of
Cleveland Economic Commentary, 2004.

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ECONOMIC OUTLOOK

states still remains. The observed convergence
across states is thus associated with the fact that
poorer states are improving at a faster pace than
richer states. Mississippi is no exception, and
particularly in recent years it has seen a significant improvement not only in per capita income
but also in a wide array of economic development and quality of life indicators.
Mississippi’s real median household income
was $32,728 in 2003, which represents only about
75 percent of the national level of $43,318. From
1990 to 2003, however, real median household
income in Mississippi grew at an annual rate of
about 1.3 percent, whereas the nation’s annual
growth rate was only about 0.4 percent. By this
measure, then, Mississippi has been catching up
with the rest of the country, but there is still a
long way to go.
Another indicator of the convergence of
Mississippi and the rest of the country is the
faster decline in the poverty rate that Mississippi
underwent in the 1990s, relative to the decline
observed for the United States as a whole. Census
estimates indicate that, for the period 2000 to
2002, the proportion of all persons in poverty
averaged about 18.5 percent in Mississippi and
11.7 percent in the United States. Compared with
the poverty rates of 1989, the decline experienced
in Mississippi was 6.1 percentage points—more
than 5 times the nation’s decline of only 1.1 percentage points.
The most important demographic challenge
facing the nation today is the rising proportion
of older people in the population rather than
population growth itself. The median age in the
United States has increased from 30.0 years in
1980 to 35.3 years in 2000. The median age in
Mississippi during the same period has risen
from 27.6 years in 1980 to 33.8 years by 2000.
Although the median age spread between
Mississippi and the nation has narrowed in
recent years, the median age in Mississippi is
still about 1.5 years lower than in the United
States as a whole. Total population in Mississippi
grew at an average annual rate of 0.9 percent from
1990 to 2003; this growth rate was somewhat
6

slower than the national average annual rate of
1.2 percent during the same period. Much of
the difference between the United States and
Mississippi is due to continuing out migration
from Mississippi, particularly of prime-aged
workers.

FUTURE GROWTH
OPPORTUNITIES
In the final part of my remarks I will offer my
personal views on how public policies might
improve economic activity and will describe my
views on how to create a more favorable business
climate.
What can Mississippi do to improve its economic situation relative to the nation? A major
concern of policymakers in any state is the ability
of the state to generate high-skilled and highpaying jobs. In Mississippi, the state government
over the years has made great efforts to improve
the state’s business climate by providing incentives to attract investment and foster the creation
of better jobs. These incentives have included
direct incentives, such as tax breaks, subsidies
and financial programs for training workers, as
well as institutional incentives, such as maintaining limited labor market regulations and a
relatively simple and favorable tax code.
My personal view favors the use of the second
type of measures, which are general measures
consisting of establishing institutions, laws, and
regulations that reduce the transactions costs of
running a business and facilitate entrepreneurship by private individuals. Mississippi’s business
climate is characterized by labor markets that are
relatively free of excessive regulations and by
personal and corporate income tax codes that
feature relatively low top marginal rates. Low tax
rates and the absence of excessive labor market
regulation are only two aspects of a favorable
business climate.
In contrast, the use of active measures, such
as targeted incentives in the form of tax breaks
and subsidies, often generate distortions in the
behavior of firms and individuals and may pre-

The Outlook: Mississippi and the Nation

vent resources from flowing to those areas where
they are most valuable. Attracting businesses with
favorable tax relief programs and governmentprovided financial assistance seems to be the
unavoidable consequence of having to compete
with other states. Although these efforts may be
successful and lead to the creation of new jobs in
the short run, policymakers should be cautious
that financing these incentives does not prove
onerous to the state’s taxpayers and that attracting certain types of businesses does not divert
resources from more socially beneficial activities.
In sum, I would focus on the general business
climate and place a relatively high bar to offering
targeted incentives to attract particular firms.
As many observers emphasize, probably the
most important challenge facing Mississippi is
improving the level of education of its citizens.
An educated workforce is a critical aspect of a
state’s business climate; businesses certainly
value it highly, but having an educated workforce
can also generate great social benefits through its
spillover effects on other areas of society. Moreover, business leaders considering moving to a
new location insist on good schools for their own
children.
A recent study at the Federal Reserve Bank
of St. Louis suggests that increases in the proportion of educated labor force in cities tend to be
associated with future growth in the number of
high-paying jobs.4 The same study finds that the
creation of high-paying jobs tends to be followed
by wage increases in lower-paying jobs as well.
This wage spillover in which high-paying jobs
tend to increase wages in low-paying jobs does
not occur in the opposite direction when more
low-paying jobs are created. To be sure, most of
the results from this study can only be derived
for jobs in metropolitan areas, as the data required
for the analysis are not available for rural areas;
however, the economic and social benefits from
the creation of high-paying jobs should be obvious without any sophisticated calculations.
4

CONCLUDING COMMENTS
I will conclude my remarks with the discussion of two recent reforms enacted by the
Mississippi government.
First, Mississippi seems to be making definite
progress on the education front, particularly in
very recent years, and the state appears to be committed to continuing these efforts. The brand new
Education Reform Act proposed for 2005 highlights the benefits of focusing the state’s efforts
on improving performance of students by providing incentives to teachers and parents to achieve
this goal. An improved incentive structure is
precisely the feature that academic experts in the
economics of education suggest should be part
of an effective education reform. An emphasis on
incentives contrasts with previous efforts targeted
at merely increasing funding for education without regard for students’ performance. The need
for improving Mississippi’s educational system
still remains, however, and continuing efforts
will be required in the future to narrow the gap
with the rest of the nation.
Second, Mississippi has made national headlines in past years because of exorbitant awards
granted in civil lawsuits. The large number of
civil lawsuits and the magnitude of damage
awards have made it expensive for individuals
to engage in the medical and other business professions. High costs of medical malpractice insurance, for example, reduce returns in medicine
and encourage physicians and hospitals to locate
elsewhere.
Tort system reform has become a pressing
issue in Mississippi and many other states. With
the Tort Reform Act of 2004, Mississippi has
joined the ranks of states that have enacted
comprehensive reforms imposing limits on the
amounts of punitive and non-economic damages
in medical and other civil lawsuits. It is still too
early to identify benefits in economic performance from this reform, but this legislation may
be a first step in improving the fairness of the

Wheeler, Christopher H. “Employment Growth in America. What Determines Where Good Jobs Are Created?” Federal Reserve Bank of St. Louis
Bridges, Winter 2004-2005.

7

ECONOMIC OUTLOOK

state’s legal system, which should make it more
attractive for business activity to continue to
grow in the state.
A detailed knowledge of local conditions is
required to make appropriate judgments as to
how best to use scarce resources to improve the
business climate. But citizens in every state and
every community should be asking themselves
continuously how the business climate can be
improved. Some improvements can be had for
free, by eliminating burdensome regulation that
was enacted in an earlier age and no longer serves
productive public purposes. Other improvements
require a careful analysis of how best to spend
scarce tax resources—tradeoffs are often necessary. Without question, though, the rewards of
investment in an improved, and continuously
improving, business climate are impressive.
No outsider can do the job for any given
community—each community must look to its
own leadership and not expect that someone
else—from Washington, for example—will take
the initiative to do what needs to be done. This
is a message I am especially pleased to offer in
Tupelo, for I know from my prior visits here that
this community has been taking responsibility
for improving education and its business climate
for at least a half century.

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