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ESSAYS ON ISSUES

THE FEDERAL RESERVE BANK
OF CHICAGO

JANUARY 2003
NUMBER 185

Chicago Fed Letter
Using data and anecdotal evidence to understand
the regional economy
by Rick Kaglic, senior business economist, and Michael Munley, associate economist

The Chicago Fed studies the ever-changing structure of the Midwest economy through
long-term academic research, conferences, and gathering anecdotal evidence on
regional economic activity for the Federal Reserve’s periodic Beige Book publication,
which provides a snapshot of all 12 Federal Reserve Districts. Recent changes in the
format of the Chicago Fed’s Beige Book contribution aim to increase its usefulness to
policymakers and the public.

The news media provide lots of news on

Taken together, economic
statistics supplemented with
anecdotal information provide policymakers with timely and relevant regional economic information.

the economy. However, for the most part,
these sources focus on the national economy as a whole and seldom acknowledge
that changes in the economy do not hit
all regions of the country with the same
magnitude, and there is significant value in understanding regional economic
differences. This Chicago Fed Letter examines how researchers at the Chicago Fed
track developments in the regional economy, why this information is useful, and
how they plan to obtain and report
better information in the future.
Why does regional economic
information matter?

Tracking the Midwest economy is valuable in several respects, perhaps most
importantly to help the Fed meet two
of its primary objectives: promoting a
healthy economy and maintaining a
sound financial system. In addition, timely regional economic information is of
value to the Chicago Fed’s customers and
stakeholders in the Seventh District.1
Good monetary policy is key to a healthy
economy, and regional economic information is an essential part of the
monetary policy process. Prior to every
Federal Open Market Committee
(FOMC) meeting, the 12 Fed district

presidents are thoroughly briefed on the
state of their respective regional economy. The bank presidents then report
to the FOMC on current economic conditions in the districts, in addition to sharing their views on the national economy.
To be sure, monetary policy is a national policy and, as such, it does not aim
to address problems in any particular
region. Yet each bank president brings
to these policy meetings a perspective of
the national economy that is influenced
by their own regional experiences. With
the understanding of conditions in each
region, policymakers can have a more
enlightened monetary policy debate.
Tracking the Midwest economy is also
critical to the Fed’s goal of maintaining
a sound financial system. Changes in
overall economic activity or in particular industry segments can have profound
effects on every aspect of banking, including loan demand, the availability
and cost of deposits, fee income, earnings, profitability, and ultimately financial system stability. Current regional
economic information is a useful tool
that the Chicago Fed’s Supervision and
Regulation function uses to assess risk
to the banking system. Moreover, banks
with significant risk exposures can be

identified and Fed examiners can work
with those banks to identify, measure,
monitor, and control risks, helping them
to head off problems before they arise.
Keeping abreast of current conditions
and developments in the Seventh District economy is also part of our outreach
efforts to provide valuable services to
our customers and stakeholders. Business decisions can be significantly affected by regional economic conditions,
and vice versa. Businesses, banks, state
and local governments, and others who
have a stake in the region can use our
regional economic analysis in their own
decision-making process.
Academic research and the long run

The first step in tracking any region’s
economy is to understand its long-term
dynamics—its mainstay industries and
the factors driving change in those industries. This step is crucial in determining what information is going to be
relevant to our policymakers’ and customers’ decision-making.
One only has to drive on I-90, past the
steel mills in Gary, IN, or along I-75, past
the auto assembly plants in Flint and
Detroit, MI, to realize that manufacturing is an important part of the District’s
economy. This is a double-edged sword:
Manufacturing, especially durable goods,
is highly cyclical. Generally, when the
economy is doing well, income from
manufacturing is high; when the economy turns sour, factory output and employees usually suffer more. This was
apparent in the early 1980s when the
double-dip recession hit the Midwest
harder than the nation as a whole.

economic cycles. Still, the Midwest economy had not diversified as much as the
national economy, so diversification
alone cannot explain its vitality relative
to the nation.
To fully explore what had changed, the
Chicago Fed hosted a series of conferences in the mid-1990s entitled, “Assessing the Midwest Economy: Looking
Back for the Future.” The research discussed at these conferences revealed
that in addition to temporary factors,
long-term factors like higher productivity through the implementation of advanced manufacturing techniques and
the re-concentration of some of the
Midwest’s mainstay industries played
an important role.2

or regional boundaries. In part, this can
be attributed to the difficulty in making regional estimates fairly accurate.
Since most estimates are based on surveys, the more disaggregated the geography, the smaller the sample size, the
larger the standard deviations, and the
less reliable the estimates. The federal
government is the primary source for
many economic indicators, but in the
mid-1990s, due to budget constraints,
many statistical agencies lacked the resources to accurately estimate regional
statistics and were forced to cut back, or
eliminate, many data series.

Statistics and near-term trends

Timeliness is another shortcoming of
statistical information. By the time any
number is released, to some extent, it
is old news. The lag may be short, as is
the case for initial claims for unemployment insurance where the wait is only
one week, but it can be considerably
longer, as in the case of the economic
census where the lag can be as long as
five years. In addition to varying lags,
economic statistics are released on different dates for different periods.

Determining which industries are important to the District’s economy helps
us evaluate which data may be more
useful than others in assessing current

Numbers are also subject to revision,
sometimes to a substantial degree. What
is reported initially as an increase may
be revised to a decrease or vice versa, as

Chicago Fed economists continue to
study the ever-changing structure of the
Midwest economy, as well as its potential to grow, through long-term academic research, and conferences that look
at the region’s work force and infrastructure needs.

Business spending is one of the new categories because
these reports can give readers a better feel for business
spending, hiring, and capital investment plans.

When the country slipped into recession again in the early 1990s, many
feared the worst for the Midwest, but this
time the downturn was shallower here
than for the nation. Moreover, during
the recovery from that recession, the
District’s unemployment rate fell faster and lower than the national rate.

conditions. We often begin by analyzing
any number of the publicly available
economic statistics. Of course, data can
help us identify and monitor economic
trends, and can be massaged in many
ways (absolute values, growth rates, indexes, etc.) to get a different angle or
perspective on those numbers. However,
there are a plethora of problems with
numbers, particularly regional statistics.

more information becomes available.
This was the case in early 2002, when
hopes for a rebound in hiring activity
were raised when the Bureau of Labor
Statistics’ national Employment Situation Report initially showed an increase
in payroll employment; those hopes were
dashed in subsequent months when the
gains were revised away for the February
to April 2002 data.

Many observers correctly noted that this
relatively strong performance reflected
the fact that our economy had diversified
into new industries—notably business
services and wholesale trade—which
reduced the region’s vulnerability to

First, many official statistics available at
the national level do not have corresponding regional estimates. Even when
regional information is available, it often
isn’t strictly comparable across regions
because of differences in methodology

Finally, statistics don’t tell us everything
we need to know. Numbers only represent a snapshot of very specific economic
variables at a certain point in time. Taken
out of order, out of context, or both,
numbers can end up making economic

activity look like a Quentin Tarantino
movie—where the end is at the beginning, the beginning is somewhere in
the middle, and nothing really makes
sense until well after it is relevant.
Anecdotal information

Due to shortcomings in economic statistics, at the Chicago Fed we seek to round
out our regional economic analysis with
anecdotal information. This information
is gathered through our conversations
with business and labor leaders, analysts,
consultants, trade associations, state and
local governments, and others who can
help us get a better sense of the underlying strength or weakness in economic

the tides of economic fortunes shift,
economists are often left guessing as to
the causes. When the numbers don’t tell
us what we need to know about changes
in business activity, our contacts help
us avoid guessing the answers to questions about the economy. For example,
why has investment slowed? What are
businesses’ plans for the future? Anecdotes help add texture and depth to
our understanding of the dynamics
underlying economic information.
The major drawbacks to anecdotal information are that it is highly subjective and
can’t be quantified. In addition, some
observers question its accuracy and re-

Some business services, such as temporary help, appear
to be good leading indicators of changes in business activity.
activity. Anecdotal information has both
advantages and drawbacks.
It is valuable because it is very timely information. With numbers having at least
some lag to them, conversations with our
contacts give us a better of what has happened since the numbers were released—
whether recent trends have continued
or whether they have changed.
Another advantage is that the anecdotal
information can be tailored to our District. We select contacts from companies
that are headquartered or have a significant economic presence here. The value
of talking to contacts that do all or most
of their business here, a regional auto
dealer for example, is fairly clear. Auto
sales in the District give us a sense for
the strength of consumer demand and
how it may differ from other regions.
Auto manufacturers, on the other hand,
produce vehicles here, but sell in national and international markets. They
can help us get a feel for how demand
outside our region will affect auto industry production, employment, and income within it.
Finally, anecdotal information helps
fill in the gaps that exist between the
numbers. This is especially important
when there is a change in trends. When

liability. These are valid criticisms. To
address these issues, we always cross-reference the information we gather from
our contacts with the statistics and with
other contact information, which helps
us confirm or refute what we learn from
the anecdotal evidence.
Taken together, economic statistics supplemented with anecdotal information
provide our policymakers with timely
and relevant regional economic information, the breadth of which can be
found nowhere else.
The Beige Book

The anecdotal information we collect is
not only used to brief our policymakers.
Much of it is available to our customers
and stakeholders through the Fed’s
“Summary of Commentary on Current Economic Conditions by Federal
Reserve District,” more commonly
known as the Beige Book.3 The Beige
Book is a compilation of the anecdotal
information collected by all 12 District
banks, with a national summary.
Each of the Federal Reserve banks is
free to choose, within broad guidelines,
what kind of anecdotal information to report and how to present it, based on the
relevance to its own regional economy.
For example, the New York Fed reports

separately on its financial services industry, while the Dallas Fed reports on
energy and natural resources.
At the Chicago Fed, we periodically review our anecdotal information gathering process to ensure that we are getting
the appropriate coverage of industries
important to our economy, as well as
examining how we can best disseminate
this information to the public.
After the latest such review, the Chicago
Fed decided to change the way it reports
this information in the Beige Book. As
of January 2003, we report on seven categories of information, rather than the
six categories we had reported on previously. Most of the categories remain the
same: consumer spending, construction/
real estate, manufacturing, banking/
finance, and agriculture. But we have
eliminated the labor markets section;
and we have added two new breakout
sections—business spending and employment costs/prices.
In the consumer spending, housing/
construction, and to some extent in the
banking/finance categories, we discuss
economic activity in the District. For example, our contacts in consumer spending can help us assess the strength of
consumer demand for goods (autos, appliances, apparel, etc.) and services
(tourism, entertainment, etc.) in the
Midwest, and how this compares with
the rest of the nation. We can also gain
a sense of consumer sentiment and
Michael H. Moskow, President; William C. Hunter,
Senior Vice President and Director of Research; Douglas
Evanoff, Vice President, financial studies; Charles
Evans, Vice President, macroeconomic policy research;
Daniel Sullivan, Vice President, microeconomic policy
research; William Testa, Vice President, regional
programs and Economics Editor; Helen O’D. Koshy,
Editor; Kathryn Moran, Associate Editor.
Chicago Fed Letter is published monthly by the
Research Department of the Federal Reserve
Bank of Chicago. The views expressed are the
authors’ and are not necessarily those of the
Federal Reserve Bank of Chicago or the Federal
Reserve System. Articles may be reprinted if the
source is credited and the Research Department
is provided with copies of the reprints.
Chicago Fed Letter is available without charge from
the Public Information Center, Federal Reserve
Bank of Chicago, P.O. Box 834, Chicago, Illinois
60690-0834, tel. 312-322-5111 or fax 312-322-5515.
Chicago Fed Letter and other Bank publications
are available on the World Wide Web at http://
www.chicagofed.org.
ISSN 0895-0164

retailers’ expectations for sales in the
District, as well as what factors may be
affecting them. In addition, we can discuss information on retail inventories,
promotional and discounting activity,
and importantly, retail price pressures.
Our manufacturing, agricultural, and
to some extent banking/finance industries produce much of their goods and
services in the District, but sell them in
national and international markets. Contacts in these industries can help us figure out how outside demand for our
goods and services is affecting overall
production, employment, and income
in the region.
Business spending is one of our new
categories. We wanted to break out this
component because reports from our
business contacts can give readers a better feel for business spending, hiring,
and capital investment plans. Over the
last two years there has been quite a divergence in consumer and business
spending patterns. Household spending
has widely been credited with keeping
the economic recovery afloat, while business spending has been quite a drag.
Some business services, such as temporary help services, appear to be good
leading indicators of changes in business
activity. Before businesses expand, they
seek the advice of lawyers, accountants,

and consultants to determine the viability of new and/or expanded operations.
Often, prior to making the commitment
to full-time permanent employees, firms
will opt for temporary help to help them
meet growing, albeit uncertain, demand.
Once demand solidifies, businesses then
consider adding to their payrolls on a
more permanent basis.
The other new category, “employment
costs/prices,” should give the reader a
better sense of the factors affecting, and
the interaction of, prices and costs. We
have consolidated the cost information
in order to allow our readers to follow
price pressures through the pipeline,
from raw materials and labor costs all
the way through to prices at the retail
level. Over the last several years, overall
prices at the retail level have been less
volatile and lower than they were in the
1970s and 1980s, for example. But beneath the surface, circumstances are
more complex. Costs and prices can be
affected by any number of factors at every level. This new category takes information that was previously scattered
under separate categories and organizes it in a more logical flow, allowing the
reader to understand not only what is
happening with costs, but also why.
While we eliminated the “labor markets”
category, we still report the information

previously contained in it. Layoffs or
changes to companies’ hiring plans in
any particular industry will be noted in
the respective categories. Conditions in
staffing services will now be reported under the business spending banner, while
employment costs will be addressed in
the “employment costs/prices” section.
Conclusion

Overall, our new Beige Book format will
give our customers a more insightful and
straightforward way to look at the major
sectors of the economy. Coupled with the
new research we garner from our infrastructure conferences and supplemented
with current economic statistics, our contribution to the Beige Book continues
to give our policymakers and stakeholders an up-to-date and relevant understanding of the Midwest economy.
1

The Seventh Federal Reserve District comprises all of Iowa and most of Illinois,
Indiana, Michigan, and Wisconsin.

2

For example, the auto and steel industries.
For a more complete discussion, see “Assessing the Midwest Economy: Looking
back for the future—A summary,” by Klier
et al. available at www.chicagofed.org/
publications/fedletter/index.cfm#1996.

3

Available on the Internet at
www.federalreserve.gov/FOMC/
BeigeBook/2002/.