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Regional Economist
October 1996

Eighth
Note

Is the Fed
Out of Touch?
From time to time, the Federal
Reserve is criticized for conducting
monetary policy in an ivory tower.
From high atop that tower, so the
argument goes, the Fed enacts its
policies, unaware of their effects on
the nation’s workers, consumers
and businesses.
Unfortunately, this criticism
reflects a fundamental misunderstanding of the Fed’s decentralized
structure and the opportunities it
affords us to stay in touch with
regional concerns. As president of
the St. Louis Fed, for example, I spend
almost a fourth of my time talking
with and listening to various constituencies in the Eighth Federal
Reserve District. Other Bank staff
spend time in similar endeavors. Our
contacts are far-ranging, including:
• Boards of Directors—All four
District offices have a board of directors, drawn from a broad cross-section
of the public, as well as the banking
community, in our seven-state area.
Meetings are monthly.
• Economic Advisory Council—We
meet twice a year with members of
this 10- to 12-member group to discuss the economic concerns of small
business and agriculture.
• District Dialogues—Four or five
times a year, we host road shows for

bankers, rotating among 18 cities. Two
senior officers and I speak before each
group, take questions and continue the
discussion over dinner. The following
morning, we host a similar meeting for
community leaders.
• Beige Book contacts—Eight times a
year, just prior to Federal Open Market
Committee (FOMC) meetings, we check
in with dozens of District contacts in a
wide range of industries for late-breaking
trends in their businesses. A report on
this information is distributed to FOMC
members before the meeting and is
released to the public.
• Economic Forums—Four or five
times a year, a senior economist and
supervisory officer travel to District cities
to speak to representatives of the local
business and banking communities.
• Speeches and presentations—Each
year, Bank staff make almost 100 presentations to audiences ranging from
local Rotary Clubs to national economic and trade associations.
• Industry luncheons—Eight or nine
times a year, we invite representatives
from specific industries in for lunch
and an economic discussion. In 1996,
we met with homebuilders, retailers,
corporate CEOs and CFOs, investment
counselors and health care providers,
among others.
Similar programs are going on in
other Fed Districts. No doubt, my
counterparts find, as I do, that the
public is eager for the opportunity to
interact directly with a principal in
the monetary policymaking process.
Not surprisingly, such interaction leads
to some frank exchanges about economic prospects
The point here is that the Fed’s
unusual structure—with policymaking
balanced between a central board in
Washington and 12 Reserve Banks in
the field—ensures that national policies
are never enacted from an ivory tower.
In my view, it should be no other way.

3

Thomas C. Melzer
President

Regional Economist
October 1996

policyU.
S. politicians,
makers and ordinary
citizens are now talking openly
about a topic that has long been
taboo: altering the nation’s Social
Security system. Frequently called
“the third rail of American politics”—touch it and you die—social
security reform is an issue that
prompts heated debates among its
supporters and detractors. And
although Social Security has been
changed a number of times since
its inception in 1935, the reforms
being discussed today are much
more substantial than those previously considered or undertaken.
And for good reason: It has
become widely accepted that the
long-term financial viability of the
Social Security system is in doubt.
Although the reasons are numerous, the key factor appears to be
the enormous demands the aging
of the baby boom population will
place on the system early in the
next century. To avert the financial crunch that most analysts see
looming, a growing number of
social security experts and policymakers are supporting the privatization of all or parts of the system.

Humble Beginnings
The U.S. Social Security system—formally Old Age, Survivors
and Disability Insurance (OASDI)
—was launched in response to the
Great Depression, when the savings of a large portion of American
families were wiped out. Even
before the Depression, however,
a number of policymakers recognized the need for government
social insurance because of sweeping economic and demographic
changes like increased urbaniza-

BY

Michelle Clark Neely

tion and life expectancy, which
threatened the traditional familybased support for the elderly.
Social Security was introduced as a
fully funded program; workers and
their employers were each subject
to a 1 percent payroll tax on earnings up to $3,000. The taxes went
into a fund to pay future benefits,
which were based on an individual’s lifetime contribution.
But in 1939, recognizing that
Americans nearing retirement age
would never be able to contribute
enough to finance a socially
acceptable retirement income,
Congress made a number of
changes to the program. First,
benefits for dependents—spouses
and children—were introduced.
Second, benefits became based on
average earnings over some minimum period, rather than total lifetime contributions. Finally, and
most important, to finance benefits for the newly eligible, as well
as higher benefits for workers
close to retirement, the program
was changed to a “pay-as-you-go”
system. Under pay-as-you-go,
payroll tax contributions from
future retirees and their employers
are immediately paid out as benefits to current retirees.
Other modifications have also
been made over the years. Disability benefits were added in
1954. Workers not previously covered—farmers, the self-employed,
certain government employees—
were added to the program. Per
capita benefits and payroll taxes
have been increased a number of
times; the current payroll tax of
12.4 percent (employee and

5

employer combined) is six times
the original rate.1 Benefits have
been indexed for inflation. They
are also subject to an earnings test
and taxed if income exceeds a
given level, which redistributes
benefits across income classes.
Workers can retire as early as 62,
but receive reduced benefits before
age 65. The maximum level of
earnings subject to the payroll tax
has also risen over time, and currently stands at $62,700.
Under the Social Security Act
amendments passed in 1983, benefits will be reduced beginning in
the year 2000, and the retirement
age will gradually increase, reaching 67 by 2022. A trust fund was
also established in 1983 to help
finance future benefits. Payroll
taxes in excess of what’s needed
to pay current benefits go into
the fund and are invested in U.S.
Treasury securities—the only
investments permitted under law.
The fund currently has a surplus
of $496 billion, which is expected
to increase sharply over the next
15 years because of a larger number of workers and higher payroll
tax contributions.

The Coming Crunch
The Social Security trust fund
was established because of an
increasing concern among policymakers about what demographics
would do to the system. The number of workers supporting retirees
and the disabled has been declining for decades and is expected to
keep dipping well into the next
century as the huge cohort of baby
boomers begins to retire in 2010.
The baby boom generation,
defined as those born between

1946 and 1964, numbers 74 million
and accounts for about 30 percent of
the U.S. population.
Compounding the problem is a
continuing drop in the U.S. fertility
rate and a continuing increase in life

Social Security Income, Outgo and Assets,

NOTE: Figures
are for combined
OASI and DI
Trust Funds.
SOURCE:
Board of Trustees
of the Social
Security
Administration,
June 1996

expectancy. The number of workers
per supported retiree is expected to
fall from about five today to 3.6 in
2010 and 2.4 in 2030.2 At that rate,
according to the OASDI trust funds’
board of trustees, benefits will exceed
payroll tax income by 2012 and total
income, which is payroll taxes plus
interest income, by 2019. By 2029, the
trust fund will be exhausted (see figure).3 Although benefits still will be
paid because tax revenue will continue
to be collected, most social security
analysts believe, barring government
borrowing to cover the shortfall, that
either taxes will need to be raised, benefits will need to be decreased—or
both—to meet system obligations.

Unhappy Returns
In addition to the solvency concern,
reform advocates also bemoan the low
financial returns to be received by current and future generations under the
current system. To date, each generation of recipients has received a lower
rate of return than the previous one—a
trend that is expected to continue well
into the next century. Early program
recipients received far more in benefits
than they paid in, enjoying real (after
inflation) returns of more than 12 percent by some estimates. In contrast,
baby boomers can expect a real return
of about 2 percent.4
Why the declining returns? First,
the program’s initial retirees received

6

full benefits—retirement, spousal,
dependent and survivor—regardless of
either the number of years they paid
in to the system or the size of their
contributions following the switch
from a fully funded to pay-as-you-go
system. Large
increases in benefits
and the introduc1996-2030
tion of cost of living
adjustments in the
1970s also boosted
returns for earlier
retirees. There was
even a period in the
mid-1970s when
benefits were overindexed for inflation
because of a flaw in
the indexing formula used.
These benefit
increases meant that
fewer dollars began
accumulating in the
trust fund when it
was set up in 1983.
And the dollars that
were accumulating
were invested in
low-yielding Treasury securities.

How Radical Reform?
Given the mounting concerns
about long-term solvency and the low
returns being generated under the current system, momentum is gaining for
social security reform. The United
States is not alone in this predicament.
Most industrialized nations, as well as
a number of developing countries, also
face aging populations and declining
fertility rates and are saddled with payas-you-go systems that redistribute
income across generations and income
levels. Reform efforts of various sorts
have been launched in a number of
countries, including Australia, Chile
and Sweden.5 What these reform
movements have in common is an
effort to more closely link benefits
with actual contributions. For example, Chile’s movement from a pay-asyou-go system to one that’s mostly
privatized has been closely scrutinized
and touted as a model for the United
States and other nations (see sidebar).
In the United States, reform proposals that address the solvency issue and
the benefits-contribution link are now
being seriously contemplated. For
example, Senators Bob Kerrey and
Alan Simpson have introduced legislation that would increase the normal
retirement age to 70 by 2029. More
significantly, the senators have also
introduced a bill that would direct a
portion of payroll taxes to IRA-like
personal investment plans—an

Regional Economist
October 1996

approach that could be considered
partial privatization of the system.
In its last several annual reports,
the OASDI trust funds’ board of
trustees has forecasted that the system is failing the 75-year test for actuarial balance, which is the difference
between annual income and annual
costs, summed over the next 75 years.
Every four years, an advisory council
is appointed to review these forecasts
and comment on policy issues related
to Social Security. The council
appointed in 1994 has tackled the
imbalance issue and is expected to
issue its policy recommendations by
year-end. The council’s stated goal
was to bring the system into actuarial
balance, while preserving its popularity, by minimizing benefit cuts and
payroll tax increases.6
Although council members could
not unanimously agree on one plan,
the three drafted share two common
features. First, each proposes a way of
bridging the gap between benefits
and income by raising taxes, trimming benefits, taxing benefits, gradually raising the retirement age or
requiring mandatory private saving.
Second, to address the low returns
generated on workers’ contributions,
each plan has provisions for directing
some portion of these savings into the
stock market. The council notes that
even after adjusting for risk, the stock
market outperforms the bond market
over long time horizons, a phenomena economists call “the equity premium.”7 One substantial difference
among the plans is the degree to
which they move Social Security away
from a pay-as-you-go system toward a
fully funded one. According to economist Ed Gramlich, a University of
Michigan economics professor and
head of the council, these plans can
be described as follows.
The Maintain Benefits Proposal
The objective of this proposal is
preservation of the current system.
To meet this objective, benefits would
be subject to tougher tax treatment,
and a portion of the OASDI trust
funds would be invested in stocks.
Currently, above certain income
thresholds, 50 percent to 85 percent
of benefits are taxable, with tax revenue divided between the OASDI and
Medicare trust funds. Under this first
proposal, however, all benefits in
excess of previously taxed contributions (payroll tax payments) would be
treated as taxable income, and all of
that tax revenue would eventually be
diverted to the OASDI funds. One
controversial aspect of this tougher
tax treatment is that it forces current
retirees—who are receiving higher

returns than future generations will
receive—to pay for some of the system’s actuarial imbalance.
The other provision of this plan
would permit the OASDI trust funds
to gradually hold up to 40 percent of
their assets in stocks, a move that
would be expected to raise the overall
return on the portfolio by nearly 50
percent. The shift from government
securities to stocks is a controversial
one. Some analysts have expressed
concerns about whether the equity
premium will hold up; if it doesn’t,
the Social Security system would have
new financial and credibility problems. Another concern is over government involvement in the stock
market. A 40 percent investment in
stocks would tally about $1 trillion,
or one-seventh of GDP. Although the
plan calls for the OASDI trust funds
to hold passive investments, like
index funds, there are still fears about
political meddling in the management of these sizable accounts.8

EQUITY
PREMIUM

PRIVATIZATION

Fully Funded

The Individual Accounts Proposal
The primary objective of this proposal is to scale back benefits to eradicate the long-term actuarial deficit in
the program. To accomplish this,
three steps would be taken. First, the
normal retirement age would gradually be raised. Second, the ratio of
benefits to contributions for highwage workers would be scaled back.
Third, and most important, this plan
would create mandatory individual
savings accounts equivalent to 1.6
percent of payrolls.9 Although these
accounts would be held in the Social
Security system, individuals would
direct their contributions to specific
investments, choosing from among
five to 10 index funds of stocks,
bonds or both. The accumulations in
these accounts would be packaged as
an annuity and added to regular benefits at retirement.
The establishment of individual
accounts would represent a radical
departure from the current system,
which is basically a defined benefit
program that also partially redistributes income from high- to low-wage
earners.10 Under this second plan,
the system would be part defined
benefit and part defined contribution.
Because the individual account contributions are a fixed percentage of
payroll, high earners would automatically accumulate more income than
low earners, assuming the same
investment choices.
Proponents of this plan cite several
advantages, including decentralized
decision-making, an increased sense
of “ownership” of retirement funds
because of the partial funding, and

7

benefits

Annuity
BABY
BOOM
Transition
Plan
TRUST
FUNDS

Chile boasts two firsts in

provide a floor, government
the world of public penassistance is given to retirees
sions. It was one of the first countries in the Western Hemisphere to whose pension trusts are less than 85 percent of the prevailing miniadopt such a program (in 1924) and the first country anywhere to mum wage. In addition, there is some limit on the proportion of
scrap its pay-as-you-go system in favor of one that’s largely privatized retirement funds that may be invested by AFP administrators in
(in 1981). Because Chile faced a number of the same long-term domestic and foreign stocks.
demographic and financial problems plaguing the United States and
By most accounts, the new system is an unqualified success. Real
other industrialized countries, and because its transition to the new sys- rates of return have averaged 14 percent per year since the program’s
tem has been relatively smooth, privatization proponents extol its plan inception. Much of the previous inefficiencies have been eliminated,
as a prototype for the rest of the world.
and workers can now retire any time they please,
The problems with Chile’s old pay-as-you-go
so long as their pension benefits meet the 70 persystem became apparent in the late 1970s when
cent requirement. And, although both programs
large deficits and low and unequal benefits threatguarantee the same minimum pension (85 percent
ened the program’s financial health and popularity.
of the minimum wage), the likelihood of receiving
By the late 1970s, expenditures exceeded revenues
the minimum has been reduced because of the new
because of a continued decline in the ratio of conprogram’s superior returns. Some analysts have
tributors to retirees, which fell from eight in 1960
estimated that pensions under the new system are
to about two in 1980. Moreover, high inflation durabout 70 percent larger than those paid to workers
ing that period had eroded the value of existing
under the old system. And, privatization of the
benefits, and other program inefficiencies made the
public pension system, combined with other macrofunding deficit worse. In addition, the program was
economic reforms, is credited with raising Chile’s
highly inequitable by anyone’s measure. For
national savings rate and broadening and deepenexample, blue collar workers were required to work
ing its financial markets.
until age 65 to receive retirement benefits, while
Given this success, it isn’t surprising that policytheir white collar counterparts could retire after 35
makers in other countries are eager to copy the
years of work, regardless of age. White collar
Chilean model. But some caveats are in order.
workers also received higher benefits than blue
First, the transition in Chile was much easier than it
collar workers.
would be in countries like the United States because
The system was completely overhauled in
demographic, economic and political conditions
1981. Payroll taxes were eliminated, and workers
were more favorable there. At the time of transiare now required to contribute 10 percent of their
tion, Chile had nine persons of working age (not
paychecks to one or more of 21 individually
necessarily contributors) supporting each retiree,
funded and privately administered trusts, called
versus five in the United States. Chile was also runAFPs (Administradoras de Fondos de Pensiones). The individual ning a budget surplus, and was therefore able to fund the transition out
accounts are fully vested and portable. Each employee contributes of general government revenues. In addition, Chile was under the conuntil retirement (age 65 for men, 60 for women), at which time he trol of a dictator, Augusto Pinochet, who could single-handedly make
may choose between a gradual withdrawal of the balance or an infla- economic policy without having to worry, as U.S. reformers do, about
tion-indexed annuity sold by private insurance companies. Besides answering to special interest groups or the U.S. Congress.
the age requirement, each employee is also required to have
Second, because of the millions of individual accounts created, the
contributed enough to his account to finance an annual pension that is program is very costly to administer. Finally, it may be that the high
equal to 70 percent of his average indexed wage during his last returns enjoyed by Chilean pension recipients thus far are directly
10 years of employment.
related to the massive inflows into the AFPs, and that these returns
Although the system is described as privatized, the government is will not hold up over time. After all, 15 years is a short time to meastill involved in the country’s pension system. For example, to PAGE EIGHT sure long-term returns.

Regional Economist
October 1996

risk diversification through the combination of defined benefit and defined
contribution components. However,
this plan shares some of the same disadvantages as the first, such as the
risks associated with equities and the
political repercussions of having the
federal government invest in the stock
market. In addition, it raises concerns
about poor invest-ment choices by
plan participants.
The Personal Security
Accounts Proposal
The third proposal features even larger individual accounts and is closest in
spirit to a privatized system like Chile’s.
Under this plan, 2.4 percentage points
of the current 12.4 percent payroll tax
would be earmarked for survivors and
disability insurance, which would
essentially be unchanged. The remaining 10 percentage points of the tax
would be split equally and directed to:
a flat Social Security benefit equal to
two-thirds of the poverty line, which
would be financed by employers and
administered by the Social Security
system; and an individual personal
security account or PSA, which would
be financed by employees. Unlike the
second proposal, however, these PSAs
would not be managed by the Social
Security system and packaged as annuities. Rather, the accounts would be
administered by private registered
investment companies. At retirement,
a PSA holder would be able to choose
among an annuity, a lump sum payout
or an addition to his estate. Under this
proposal, the retirement age would
also gradually rise, to match increases
in life expectancy.
The biggest question this plan raises
is how to finance the transition from
the current system to the new system.
The current generation is paying now
for their parents’ retirement, and, after
the transition, this generation’s children will be paying for their own
retirement. But who would pay for
this generation’s retirement? The transition plan calls for all workers over 55
to remain in the present system and all
workers under 25 to enter the new system (those under 25 may earn some
credit for payroll taxes already paid).
Workers between the ages of 25 and
55 would receive a two-tiered benefit.
Tier 1 would consist of the benefit
already accrued in the current system,
plus a pro rata share of the flat benefit
in the new system; Tier 2 would consist of the funds and returns from the
PSA. But because these benefits would
be greater than the 7.4 percent being
paid into the OASDI trust funds (the
2.4 percent payment for disability and
survivor’s insurance, plus the 5 percent
employer-paid payroll tax), a supple-

mental transition tax would need to be
levied to make up for the shortfall.
The main advantages of the PSA
plan are twofold: It encourages individual responsibility and ownership
because the taxpayer essentially pays a
tax to himself; and it guarantees a flat
minimum benefit. In addition, its proponents, as well as proponents of other
partially privatized plans, believe it
would create positive macroeconomic
effects by increasing national savings.11
But as with the other two plans, the
PSA proposal is saddled with several
disadvantages and unanswered questions. For starters, retirees would face
even more risk in this plan than in the
other two because of the larger share of
tax payments being invested in the
stock and bond markets. Secondly,
lump sum withdrawals from PSAs
could be problematic if retirees are
short-sighted. There would be enormous political pressure to bail out these
people, as well as those who did not
make wise investment choices.
Another concern is whether the administrative costs of managing all of these
individual accounts would seriously
erode the expected higher returns.

ENDNOTES
1

This rate includes the payroll tax deduction for disability insurance, but not for
Medicare, which is currently 2.9 percent
for employers and employees combined.

2

These forecasts are based on the projected working age population and the
projected retirement age population.

3

These estimates are based on an “intermediate” forecast of economic and
demographic factors. If fertility declines
more than expected, or if people live
longer than expected, the trust funds
will be depleted earlier. See Board of
Trustees (1996).

4

See Gokhale and Lansing (1996).

5

See Schieber and Shoven (1996).

6

See Gramlich (1996).

7

Since the 1920s, for example, the inflation-adjusted return on common stocks
has averaged more than 7 percent,
compared with a return of less than
2 percent on Treasury bonds.

8

An index fund is one that is tied to a
fixed set of assets, like the stocks of the
nation’s top 500 companies. By definition, because the components of the
fund are predesignated, there is no
“stock picking” involved.

9

This 1.6 percent levy would be on top
of the 12.4 percent payroll tax.

10

A defined benefit plan is one in which
individuals in similar circumstances pay
the same fixed contribution and receive
the same fixed benefit; the traditional
corporate pension is an example. A
defined contribution plan is one in
which individuals can choose how
much, within limits, to contribute, with
the benefit depending on the size of the
contribution and the interest income
earned on that contribution; 401(k)
plans are defined contribution plans.

11

Of course, national savings would
increase only if additional funds are
saved because of these changes.
Individuals could opt to reduce other
private saving, leaving total savings
unchanged.

High Stakes, Tough Choices
Social Security is an enormously
popular program among U.S. citizens.
And for more than 60 years, it has
largely met its goal of providing a
socially adequate retirement for the
nation’s elderly, regardless of income.
Unlike most private pension programs,
it provides inflation protection. But
despite all of these attributes, Social
Security is also a program with serious
long-term problems. Although pay-asyou-go financing solved the system’s
early shortcomings, it has proven to be
financially unsound. Social security
experts are divided, however, on
whether the system needs only minor
tinkering or more serious overhaul.
Privatization proponents point to the
prospect of increased returns and
national savings—as well as the end
of risky intergenerational transfer payments—as the major pluses of their
reform thrust. But such sweeping
changes would effectively end Social
Security as we know it. Given the high
stakes, this choice should not be made
hastily or lightly.
Michelle Clark Neely is an economist at the
Federal Reserve Bank of St. Louis. Thomas A.
Pollmann provided research assistance.

9

REFERENCES
Board of Trustees, Federal Old-Age and
Survivors Insurance and Disability
Insurance Trust Funds. 1996 Annual
Report (June 5, 1996).
Gokhale, Jagadeesh. “Should Social
Security be Privatized?” Federal Reserve
Bank of Cleveland Economic Commentary
(September 15, 1995).
Gokhale, Jagadeesh and Kevin J. Lansing.
“Social Security: Are We Getting Our
Money’s Worth?” Federal Reserve Bank
of Cleveland Economic Commentary
(January 1, 1996).
Gramlich, Edward M. “Different
Approaches for Dealing with Social
Security,” Journal of Economic
Perspectives, Vol. 10, No. 3 (Summer
1996), pp. 55-66.
Kerrey, Bob and Alan K. Simpson. “How
to Save Social Security,” The New York
Times (May 23, 1995).
Santamaria, Marco. “Privatizing Social
Security: The Chilean Case,” Columbia
Journal of World Business, Vol. 27, No. 1
(Spring 1992), pp. 38-51.
Schieber, Sylvester J., and John B. Shoven.
“Social Security Reform: Around the
World in 80 Ways,” The American
Economic Review, Vol. 86, No. 2 (May
1996), pp. 373-77.

[

R

b y

K ev in

ecent economic research
suggests that monetary
policy will be more effective if
it is both transparent and
credible. A transparent monetary policy is one in which the
central bank clearly states its
commitment to some goal—
in this case achieving price
stability—and how it intends
to get there. Credibility is
attained when the central
bank’s actions are consistent
with reaching this goal. For
the Federal Reserve, the goal is
a sustained, low inflation rate.
But a low inflation rate
does not necessarily guarantee a credible monetary policy, for straightforward
reasons: If financial markets
are unsure of the Federal
Reserve’s commitment to
keeping inflation in check,
then the Fed’s credibility
with them will be suspect.
Many economists believe
that one way the Fed, or any
central bank, can enhance its
credibility is with a transparent policy rule that is deliberately designed to achieve
long-term price stability.

L .

K l i ese n

]

A Monetary
Insurance Policy
Although it is difficult to measure
precisely, a credible monetary policy
could be summed up in the following phrase: Policymakers must
always say what they mean and
mean what they say. Three ingredients are crucial in this respect. The
first is a stated commitment to
achieving a given policy goal.
Federal Reserve Chairman Alan
Greenspan does this by reiterating
that the Fed’s ultimate goal should be
long-term price stability, of which
the benefits are many and varied.1
The second ingredient is a recognition that there are limits as to what
monetary policy can and cannot
accomplish. From this, two points
follow: First, the only variable the
Fed can reliably control over a long
time period is the money supply,
which is the major factor that determines the inflation rate; and second,
because there is no trade-off between
inflation and unemployment in the
long run, an economy with a low
inflation rate is preferable to one
with a high inflation rate.2
The final ingredient that goes into
a credible monetary policy is a welldefined plan—announced beforehand—which stipulates how the Fed
intends to achieve and maintain its

10

stated goal of long-run price stability.
This last feature recognizes that the best
monetary policy is a transparent one
which—because it is well publicized
and well understood—creates the least
uncertainty in financial markets.
The goal of the Federal Reserve’s
Federal Open Market Committee
(FOMC) is to keep inflationary expectations from worsening. If the committee
fails to do so, uncertainty will creep
into financial markets. For example,
suppose that an acceleration in the current inflation rate occurs, but—because
Fed policymakers perceive the movement to be temporary—they take no
restraining action. If this decision is
viewed positively by financial market
participants, they will be less apprehensive about the increase in inflation. If
financial markets are not convinced of
this, and expect instead a permanent
increase in the inflation rate to result
from the Fed’s inaction, they will react
in a manner that increases financial
market volatility. Accordingly, the
heightened inflationary expectations—
which arise from less confidence in the
Fed’s ability to curtail future inflation—
could cause a rise in long-term interest
rates, since there will now be more risk
associated with holding fixed-income
securities (bonds). Thus, a credible
monetary policy tends also to yield low
and stable nominal interest rates.

Are Policy Rules Needed?
Given the relatively low inflation
rate that has persisted over the past
four and a half years, some economists
and policymakers maintain that the
Federal Reserve has finally achieved its
long-sought-after goal of full credibility.
This environment stands in stark contrast to the 1960s and 1970s, when
monetary policymakers seemed more
committed to keeping unemployment
from accelerating than to achieving
long-term price stability. This stance
largely reflected the view, which was
commonly held at the time, that there
was an inflation-output tradeoff that
policymakers could reliably exploit.
The result, as shown in the figure, was
a substantially higher average inflation
rate during the 1970s than during the
previous two decades.
Many economists have since argued
that the best way to prevent a repeat of
the substandard inflation performance
of the late 1960s to early 1980s is
through an arrangement that consistently strives to achieve the goal of
long-run price stability.
One recent tactic that has been
taken along these lines is to announce
fixed inflation targets, which has been
done by the central banks of Canada,
England and New Zealand. Some have

Regional Economist
October 1996

proposed that the Fed go a step further by adopting a policy that would
more explicitly bind policymakers.
Several types of these rules have
been advocated.
Probably the best-known rule is
the one advanced by Milton
Friedman, which calls on the Fed to
increase the growth of the money
stock at a known, fixed rate. However, changes in the financial structure of the economy since the early
1980s have made the reliability of
this rule questionable. Three other
popular policy rules that have been
proposed in recent years and are,
therefore, perhaps more reliable are:
the “McCallum rule,” the “Taylor
rule” and the “Svensson rule.”
Essentially, the McCallum Rule,
proposed by Carnegie-Mellon professor Bennett McCallum, states
that the FOMC should specify a
target growth rate for nominal
GDP (the current dollar value of
final goods and services produced)
since it is the product of two components: price and quantity. By
targeting nominal GDP, the Fed
can, therefore, implicitly target
the prevailing inflation rate.
By contrast, the Taylor rule,
named after Stanford University
professor John Taylor, stipulates
that the FOMC should raise or
lower the federal funds rate in
response to how real GDP and
inflation are behaving relative to
two benchmark measures. For example, the rule says that the Fed should
attempt to push up the federal funds
rate through open market operations
if the prevailing inflation rate is
above a specific target rate set by
the Fed. Similar restraint would be
needed if real GDP is greater than
potential GDP.3
The third rule, which is advocated
by Swedish economist Lars Svensson,
is a variation of targeting inflation.
Under this rule, the Fed’s short-run
(or intermediate) inflation target is
the inflation rate that is forecasted to
prevail two years hence. By continually setting policy that is tied to a
two-year-ahead inflation forecast, the
Fed can deliberately bring about its
long-run goal of price stability.

Are Rules Better
Than Discretion?
Few economists would quibble
with the notion that some discretion
is appropriate when setting monetary
policy. After all, economic events seldom transpire exactly as predicted.
For this reason, some believe that any
sort of a fixed rule is inferior to a discretionary framework because it locks

policymakers in a box. But policy
rules have several advantages over
discretion. First, because financial
markets tend to be forward-looking in
their behavior, a rule that is also forward-looking would tend to reduce
the uncertainty associated with future
policy actions. A stated policy rule
would also hold the monetary
authority more accountable for its

ENDNOTES
1

See Federal Reserve Bank
of St. Louis (1994).

2

This means that a higher average
inflation rate over a long horizon will
not translate into a lower average
unemployment rate, and vice versa.

Consumer Price Index Inflation Rates

SOURCE: Bureau of Labor Statistics

actions, making it easier to evaluate
policy outcomes. Finally, a framework that allows policymakers to
adjust policy in response to every wiggle in the economic data (discretion)
could lead to a more erratic monetary
policy. At the same time, because policy rules must be developed on the
basis of past historical economic relationships, which do not always hold,
they can break down over time.
Whichever side one takes in the
rules vs. discretion debate, one thing
is clear: To ensure economic stability, monetary policy must be
implemented in a forward-looking
fashion. In other words, policymakers must consider how their
actions will affect both the current
and future inflation rates. In this
vein, policy rules enhance the credibility of monetary policy by increasing accountability and improving
the transparency of policy actions
with the public and financial markets.
Without some form of a rule, monetary policy could be significantly
influenced by personalities or unpredictable economic events.
Kevin L. Kliesen is an economist at the Federal
Reserve Bank of St. Louis. Daniel R. Steiner
provided research assistance.

11

3

The economy’s potential growth is
usually defined as the rate of growth
that is possible given the existing supply of labor, capital, technology and
natural resources. It can also be influenced by the existing regulatory and
tax structure. In the Taylor model,
inflation begins to accelerate if real
GDP rises above potential GDP.

FOR FURTHER READING
Federal Reserve Bank of St. Louis.
“A Price Level Objective for Monetary
Policy,” 1994 Annual Report.
Friedman, Milton. “The Role of
Monetary Policy,” The American
Economic Review (March 1968),
pp. 1-17.
McCallum, Bennett. “Robustness
Properties of a Rule for Monetary
Policy,” Carnegie-Rochester Conference
Series on Public Policy, No. 29 (1988),
pp. 173-204.
Svensson, Lars E. “Comment on John
B. Taylor, ‘How Should Monetary
Policy Respond to Shocks while
Maintaining Long-Run Price Stability,’ ” Achieving Price Stability, a symposium sponsored by the Federal
Reserve Bank of Kansas City, Jackson
Hole, Wyoming, August 29-31, 1996.
Taylor, John B. “Policy Rules as a Means
to a More Effective Monetary Policy,”
Institute for Monetary and Economic
Studies, Bank of Japan, Discussion
Paper 96-E-12 (March 1996).

Manufacturing is the third most
important sector in the MSA, although
its employment share has fallen almost
two percentage points since 1992. The
transportation equipment industry
employed more manufacturing workers in the second quarters of 1992 and
1996 than any other such industry. Its
share of employment is roughly double
that of any other manufacturing industry in the St. Louis MSA.
Food processing and production,
and industrial machinery and computer equipment share the second
manufacturing spot in the region.
Although the latter wasn’t even near
the top of the list four years ago, it
moved up the ranks because of losses
in other industries like food processing, which has seen its growth rates
decline. And although its rate of
decline has ebbed recently, there are
no signs yet of a coming resurgence.

Have They Been
Gearing Up?
by Adam M. Zaretsky

L

ast year’s economy did not end
on a strong note. Although
the year, overall, posted
average growth in real output, it was only because of
one strong quarter. The picture was still pretty grim at
the beginning of 1996, due
in part to the federal government shutdown and a fierce
winter storm that struck
most of the Midwest, Southeast and Eastern Seaboard.
Many analysts and policymakers believed a recession
was looming.
Then came the surprise.
Payroll employment grew
phenomenally in February,
and real output rebounded
to its average annual growth
rate in the first quarter.
Output growth accelerated
further in the spring, making
the first half of this year one
of the strongest in the
decade. Payroll employment
growth did not keep up its
pace, however, slowing
somewhat during the spring.
How did the Eighth
District fare over this period?
Although output growth is
hard to determine because
the data are not timely

enough to be useful, District employment growth slowed somewhat
through the spring.1 However, the
effects of the slowdown differed from
region to region.

St. Louis
Nonagricultural employment
growth in the St. Louis MSA slowed
in 1995, then saw a mild resurgence
in the first quarter of this year. This
rebound mirrored that of the region’s
nonmanufacturing sector, which represents about 84 percent of all area
employment. Manufacturing
employment growth in the region,
on the other hand, has been slowing
since the second quarter of 1995,
and, at the beginning of this year,
turned negative. That is, manufacturing employment levels have
actually been declining since the
beginning of this year.
Over the past four years, St. Louis’
list of leading employment sectors has
not changed. In the second quarters
of both 1992 and 1996, general services represented the largest employment sector. This sector includes
health, legal, educational and entertainment services. Retail and wholesale trade, which includes department
and discount stores and supermarkets,
was the second largest employment
sector in the region in both years. This
sector has recently experienced some
slowing in its growth rate, however.

12

Little Rock
The growth rate of nonagricultural
payroll employment in the Little Rock
MSA has declined since the first quarter
of last year. By the end of the year,
though, the decline had eased, reflecting moderation in the region’s nonmanufacturing sector, which accounts
for about 88 percent of area employment. The region’s manufacturing sector, on the other hand, has seen its
employment growth rate decline since
the last quarter of 1994. By the third
quarter of last year, growth became negative and has continued to fall by about
3 percent a year.
Over the past few years, Little Rock’s
list of leading employment sectors has
remained unchanged. General services
represented the largest employment sector in the second quarters of 1992 and
1996, and, while there has been some
recent slowing in the growth of this sector, it is still experiencing an almost 3
percent annual gain. Retail and wholesale trade was the second largest
employment sector in both years, and,
for the past three quarters now, has seen
an acceleration in its growth rate.
Unlike the St. Louis MSA, manufacturing does not hold the No. 3 spot in
the Little Rock region; rather, government employment—federal, state and
local—does. In fact, as the accompanying chart shows, government’s share of
total employment in the Little Rock
region is greater than that in any other
major metropolitan area in the District.
This is understandable, however, since
Little Rock is the state’s capital.
Manufacturing currently accounts
for less than 12 percent of all employment in the region. While fabricated
metal production is the largest manufacturing industry, its yearly growth
rate, which just recently turned nega-

Regional Economist
October 1996

tive, is down dramatically from its
high of more than 25 percent about a
year ago. Electrical equipment, and
printing and publishing share the
No. 2 spot. Although a surge in
employment at electrical equipment
firms in 1994 helped boost the industry, its employment levels have been
declining rapidly in recent quarters.

Louisville
Nonagricultural employment
growth in the Louisville MSA also
declined in 1995, but most of the drop
occurred in the second quarter. Since
then, growth has been relatively stable—around a 2 percent annualized
rate. This also mimics the movements of the region’s nonmanufacturing sector, which accounts for about
83 percent of total employment. Manufacturing employment growth has
been declining since the second quarter of 1994 and turned negative a year
later. It has remained so since. This
downward trend reversed in the third
quarter of last year, however, and,
while still negative, has been moving
toward renewed positive growth.
The three leading employment
sectors in the Louisville region have
remained unchanged since 1992.
General services represented the
largest sector in the second quarters
of 1992 and 1996. Spurred on by the
region’s health care industry, growth
in general services has been accelerating recently, and employment is more
than 5 percent above its level of a year
ago. While ranking as the second
largest employment sector in the area,
retail and wholesale trade has seen a
recent decline in its growth rate,
which now stands at slightly less than
2 percent per year.
Manufacturing is the third largest
employment sector in the region. In
fact, the Louisville area employs a
larger share of its workers in manufacturing jobs than any other District
MSA. And as in the St. Louis area,
transportation equipment is the dominant industry in the sector, when only
four years ago, it was not even near
the top of the list. Transportation
equipment gained the pole position
by undergoing phenomenal year-overyear employment growth rates—none
below 12 percent—during the past
few quarters. Much of this growth
can be tagged to the additional shift
the local Ford plant has added to its
production schedule.

Memphis
The growth rate of nonagricultural
employment in the Memphis MSA fell
through 1995, followed by a one-quarter rebound at the beginning of this

year. Once again, these movements matched those of the
region’s nonmanufacturing sector, which accounts for about 88
percent of all employment.
Manufacturing employment
growth began to slide in the
beginning of 1994, then moderated for two quarters late in
1994, before resuming its downward trend. Currently, manufacturing employment is declining
at almost 3 percent a year.
General services is the leading employment sector in the
Memphis region. Retail and
wholesale trade, which was the
leading employment sector in
1992, is now second. Although
the area has some major players
in this field, growth in retail
and wholesale trade has been
slowing since the fourth quarter
of 1994. Like Little Rock, government employment holds
the third spot in Memphis, representing about 15 percent of
total employment.
Manufacturing firms employ
less than 12 percent of all payroll workers. At its current rate
of decline, manufacturing will
soon fall behind the transportation, communication and public
utilities industry in its share of
total employment. Industrial
machinery and computer equipment, food processing and
production, and chemicals all
tie as the leading manufacturing industries.

DISTRICT
NONAGRICULTURAL
PAYROLL EMPLOYMENT
Second Quarter 1996

Regional Flavors
The District’s major metropolitan areas have not necessarily
followed the nation’s employment pattern in recent years. All
of the four MSAs discussed saw
employment growth decline during 1995—as did the nation—
but most saw a mild rebound
earlier this year, which the
nation did not. Manufacturing
industries, which, at best,
account for less than one-fifth of
total employment, continue to
be the crosswinds blowing the
trends off-track. Ultimately, the
picture that emerges is one of
diverse regional strengths and
weaknesses, all acting to determine the final outcome.

Manufacturing
Trade

FIRE: finance,
insurance and
real estate

Government

TCPU: transportation,
communication and
public utilities

Construction
and Mining

General Services

SOURCE: Bureau of Labor Statistics
Adam M. Zaretsky is an economist at the
Federal Reserve Bank of St. Louis.
Thomas A. Pollmann and Eran Segev
provided research assistance.

13

ENDNOTES
1

Gross state product, the output
measure that is the state equivalent of GDP, is available only
with a two-year lag.

Pieces
Eight

News bulletins from
the Eighth Federal
Reserve District

There’s No Business
Like Small Business?

Despite a big push by bankers to
make more small business loans, the
percentage of such loans in bank portfolios declined by about 5 percentage
points over the past three years in the
Eighth Federal Reserve District.
At the end of second quarter 1996,
small business loans—those for $1 million or less—made up about 56 percent
of the District’s business loans. “This is a
healthy chunk of banks’ loan portfolios,” says Fed economist Michelle Clark
Neely, “but not as healthy a chunk as we
might have expected.” The ratios
declined, Neely explained, because overall business lending grew faster than
small business lending. “No one is quite
sure yet how to explain the trend,” she
said, “but one possibility is that small
business loans have gotten larger over
time, and, thus, are no longer counted in
the small business loan category.”
The decline is not a statistical fluke.
Similar trends are apparent when one
looks at small commercial loans collateralized by real estate: District loans
under $1 million made up 62 percent of

Economic Development Issues
Fresh Off the Farm
About 50 economists, researchers, educators and policymakers from across
the country met at the Federal Reserve Bank of St. Louis Oct. 3 to discuss a
range of issues affecting America’s rural communities. Presenters at the symposium called, “The Rural Economy: Heading into the 21st Century,” spoke
on the challenges confronting rural communities, as well as the opportunities
they need to take advantage of if they are going to survive—and thrive—in
the next century.
Among the presenters were:
• Nicholas Filippello of Monsanto Company, who spoke on the changes
that biotechnology has brought to the field of agriculture in the last decade;
• David Freshwater of the University of Kentucky, who spoke on the
increasingly unskilled nature of the rural labor force;
• James Rubenstein of Miami University of Ohio, who spoke on the trend
of auto manufacturers to locate their plants in suburban, rather than rural,
areas; and
• Nick Walraven of the Federal Reserve System’s Board of Governors,
who spoke on the effect that bank mergers have had on lending in
rural communities.
To receive a copy of
one of these papers or
District Residents Living
any of the others prethe American Dream
sented at the symposium,
contact Sandra Butler
Homeownership Rates, 1995
of the St. Louis Fed’s
State
Rate
Research Department
at (314) 444-8591.

the total secured and unsecured commercial loans at the end of June, compared with 67 percent at the end of June
1993. The downward trend shows up
nationwide as well.

To receive a copy of
“Economic Forces Shaping
the Rural Heartland,” a
Kansas City Fed report, call
their Public Affairs Office
at (816) 881-6701.
To receive a copy of
“Agriculture, Technology
and the Economy,” a
Dallas Fed publication,
contact their Public Affairs
Office at (214) 922-5254.

14

Kentucky
Mississippi
Indiana
Missouri
Arkansas
Tennessee
Illinois

71.2%
71.1
71.0
69.4
67.2
67.0
66.4

National Average

64.7

SOURCE: U.S. Bureau of the Census

Regional Economist
October 1996

District
Data

Selected economic indicators of banking,
agricultural and business conditions in
the Eighth Federal Reserve District

Commercial Bank Performance Ratios
U.S., District and State
All
U.S.

U.S.
District
<$15B 1

AR

IL

IN

KY

MS

MO

TN

Return on Average
Assets (Annualized)
2nd quarter 1996

1.21%

1.33%

1.29%

1.31%

1.02%

1.30%

1.19%

1.50%

1.34%

1.40%

1st quarter 1996

1.12

1.33

1.24

1.25

0.97

1.31

1.13

1.45

1.27

1.38

2nd quarter 1995

1.14

1.31

1.28

1.24

1.23

1.23

1.22

1.41

1.29

1.41

Return on Average
Equity (Annualized)
2nd quarter 1996

15.00% 14.76% 14.58% 13.78% 10.03% 14.25% 13.58%

15.72% 16.12%

16.89%

1st quarter 1996

13.79

14.70

13.96

13.12

9.43

14.24

13.11

15.22

15.14

16.49

2nd quarter 1995

14.49

15.07

14.74

13.44

12.58

13.21

13.95

15.65

15.92

17.55

Net Interest Margin
(Annualized)
2nd quarter 1996

4.27%

4.77%

4.33%

4.43%

4.22%

4.37%

4.35%

4.93%

4.15%

4.36%

1st quarter 1996

4.18

4.74

4.27

4.33

4.14

4.36

4.34

4.92

4.08

4.29

4.21

4.80

4.30

4.24

4.50

4.47

4.21

5.03

4.18

4.22

2nd quarter 1996

1.12%

1.10%

0.81%

0.80%

1.09%

0.69%

0.87%

0.74%

0.77%

0.72%

1st quarter 1996

1.17

1.12

0.83

0.80

1.01

0.63

0.88

0.78

0.85

0.72

2nd quarter 1995

1.26

1.09

0.70

0.68

1.04

0.53

0.83

0.64

0.57

0.62

2nd quarter 1996

0.57%

0.70%

0.31%

0.19%

0.34%

0.20%

0.41%

0.28%

0.28%

0.36%

1st quarter 1996

0.55

0.64

0.30

0.19

0.30

0.15

0.36

0.25

0.32

0.34

2nd quarter 1995

0.42

0.50

0.18

0.10

0.32

0.13

0.23

0.22

0.14

0.19

2nd quarter 1996

1.99%

1.89%

1.53%

1.34%

1.62%

1.36%

1.53%

1.58%

1.63%

1.49%

1st quarter 1996

2.01

1.92

1.55

1.36

1.65

1.41

1.53

1.62

1.65

1.50

2nd quarter 1995

2.12

1.91

1.57

1.37

1.61

1.43

1.59

1.65

1.67

1.57

2nd quarter 1995
Nonperforming Loans
÷ Total Loans

2

Net Loan Losses ÷
Average Total Loans
(Annualized)

Loan Loss Reserve ÷
Total Loans

NOTE: Data include only that portion of the state within Eighth District boundaries.
1

2

U.S. banks with average assets of less than $15 billion are shown separately to make comparisons with District banks more
meaningful, as there are no District banks with average assets greater than $15 billion.
Includes loans 90 days or more past due and nonaccrual loans

SOURCE: FFIEC Reports of Condition and Income for Insured Commercial Banks

15

Commercial Bank Performance Ratios
by Asset Size

2nd Quarter 1996
Earnings

Asset Quality

Return on Average Assets

Net Loan Loss Ratio

Percent

Percent

Annualized

1

Annualized

Return on Average Equity

Nonperforming Loan Ratio

Percent

Percent

Annualized

Net Interest Margin

2

Loan Loss Reserve Ratio

3

Percent

D = District

< $100 Million

$300 Million – $1 Billion

US = United States

$100 Million – $300 Million

$1 Billion – $15 Billion

NOTE: Asset quality ratios are calculated as a percent of total loans.
1
2
3

Loan losses are adjusted for recoveries.
Includes loans 90 days or more past due and nonaccrual loans
Interest income less interest expense as a percent of average earning assets

SOURCE: FFIEC Reports of Condition and Income for Insured Commercial Banks

16

Regional Economist
October 1996

Agricultural Bank Performance Ratios
U.S.
Return on average assets (annualized)
2nd quarter 1996
1st quarter 1996
2nd quarter 1995
Return on average equity (annualized)
2nd quarter 1996
1st quarter 1996
2nd quarter 1995
Net interest margin (annualized)
2nd quarter 1996
1st quarter 1996
2nd quarter 1995
Ag loan losses ÷ average ag loans (annualized)
2nd quarter 1996
1st quarter 1996
2nd quarter 1995
Ag nonperforming loans1 ÷ total ag loans
2nd quarter 1996
1st quarter 1996
2nd quarter 1995

AR

IL

IN

KY

MS

MO

TN

1.27%
1.27
1.23

1.40%
1.35
1.23

1.24%
1.26
1.22

1.32%
1.34
1.20

1.47%
1.50
1.44

1.63%
1.49
1.54

1.31%
1.34
1.26

1.40%
1.42
1.19

12.37%
12.30
12.02

12.99%
12.47
11.86

11.34%
11.49
11.27

13.61%
13.92
12.24

14.24%
14.45
14.38

17.79%
15.23
16.40

12.82%
13.01
12.35

13.22%
13.46
12.40

4.48%
4.46
4.57

4.39%
4.23
4.29

4.09%
4.08
4.15

4.55%
4.56
4.71

4.58%
4.53
4.68

5.27%
5.16
5.28

4.47%
4.46
4.51

4.52%
4.44
4.36

0.28%
0.23
0.14

0.06%
0.01
-0.06

0.19%
0.14
-0.07

-0.15%
-0.16
-0.05

0.18%
0.12
0.09

1.37%
0.60
0.39

0.29%
0.19
-0.10

0.29%
0.68
0.10

1.92%
1.95
1.43

0.74%
0.62
0.62

0.97%
1.14
1.57

1.99%
1.48
0.67

2.01%
1.72
1.73

3.10%
4.86
1.96

1.26%
1.93
1.05

0.44%
1.52
0.32

NOTE: Agricultural banks are defined as those banks with a greater than average share of agricultural loans to total loans.
Data include only that portion of the state within Eighth District boundaries.
1

Includes loans 90 days or more past due and nonaccrual loans

SOURCE: FFIEC Reports of Condition and Income for Insured Commercial Banks

U.S. Agricultural Exports*

U.S. Agricultural Exports by Commodity
Commodity

Apr

May

Jun

1.04

1.01

.86

8.41%

11.6%

.84

.88

.63

6.71

47.2

Cotton

.23

.14

.11

2.79

-10.8

Rice

.10

.07

.07

.77

-5.8
21.3

Livestock & products
Corn

U.S. Crop and Livestock
Prices

Dollar amounts in billions
Year-to-date

Change from year ago

Soybeans

.43

.35

.42

5.16

Tobacco

.11

.11

.95

1.17

5.1

Wheat

.52

.48

.45

4.81

40.9

TOTAL

5.11

4.83

4.83

46.30

12.7

Indexes of Food and Agricultural Prices
Growth 1

Level
2

Prices received by U.S. farmers
Prices received by District farmers 3
Arkansas
Illinois
Indiana
Missouri
Tennessee
Prices paid by U.S. farmers
Production items
Other items
Consumer food prices
Consumer nonfood prices

II/96

I/96

II/95

I/96-II/96

II/95-II/96

112

108

100

18.5%

12.7%

136
136
146
110
138

134
120
124
104
136

118
92
97
91
129

8.2
61.6
90.4
23.6
8.1

15.2
46.9
50.2
21.3
7.5

115
115
152
157

113
113
151
156

108
109
148
153

4.8
4.8
4.3
3.8

6.2
4.9
2.7
2.9

NOTE: Data not seasonally adjusted except for consumer food prices and nonfood prices.
1 Compounded annual rates of change are computed from unrounded data.
2 Index of prices received for all farm products and prices paid (1990-92=100)
3 Indexes for Kentucky and Mississippi are unavailable.

17

Selected U.S. and State Business Indicators
Compounded Annual Rates of Change in
Nonagricultural Employment

United States
II/1996

I/1996 II/1995

Labor force
133,647 133,192 132,183
(in thousands)
Total nonagricultural
employment
119,272 118,462 116,956
(in thousands)
5.4%
5.6%
5.6%
Unemployment rate
I/1996

IV/1995 I/1995

Real personal income*
(in billions)
$3,995.1 $3,978.4 $3,912.6

Arkansas
II/1996

Labor force
1,234.0
(in thousands)
Total nonagricultural
employment
1,082.4
(in thousands)
4.8%
Unemployment rate
I/1996

Real personal income*
(in billions)
$29.1

I/1996 II/1995

1,236.4 1,216.4
1,081.0 1,063.9
4.9%
4.6%
IV/1995 I/1995

$28.9

$28.2

Illinois
II/1996

Labor force
6,149.3
(in thousands)
Total nonagricultural
employment
5,687.6
(in thousands)
5.2%
Unemployment rate
I/1996

Real personal income*
(in billions)
$195.6

I/1996 II/1995

6,147.0 6,074.1
5,672.4 5,584.2
5.2%
5.1%
IV/1995 I/1995

$194.3

$192.1

Indiana
II/1996

I/1996 II/1995

Labor force
3,096.3
(in thousands)
Total nonagricultural
employment
2,799.1
(in thousands)
4.2%
Unemployment rate

2,799.9 2,781.0
4.4%
4.7%

I/1996

IV/1995 I/1995

Real personal income*
(in billions)
$81.3

3,116.1 3,139.7

$81.3

$81.3

18

Regional Economist
October 1996

Kentucky
II/1996

I/1996 II/1995

Labor force
1,829.0
(in thousands)
Total nonagricultural
employment
1,671.1
(in thousands)
5.2%
Unemployment rate

1,656.4 1,640.2
5.2%
5.4%

I/1996

IV/1995 I/1995

Real personal income*
$47.8
(in billions)

1,854.3 1,864.3

$47.7

$46.9

Mississippi
II/1996

I/1996 II/1995

Labor force
1,266.4
(in thousands)
Total nonagricultural
employment
1,080.9
(in thousands)
6.1%
Unemployment rate

1,078.1 1,073.1
6.2%
6.1%

I/1996

IV/1995 I/1995

Real personal income*
(in billions)
$29.9

1,260.6 1,252.9

$29.7

$29.1

Missouri
II/1996

I/1996 II/1995

Labor force
2,847.0
(in thousands)
Total nonagricultural
employment
2,559.2
(in thousands)
4.3%
Unemployment rate

2,554.1 2,516.7
3.7%
5.1%

I/1996

IV/1995 I/1995

Real personal income*
(in billions)
$76.7

2,815.9 2,830.9

$76.3

$75.2

Tennessee
II/1996

I/1996 II/1995

Labor force
2,747.8
(in thousands)
Total nonagricultural
employment
2,554.1
(in thousands)
4.8%
Unemployment rate

2,554.8 2,489.0
5.3%
5.1%

I/1996

IV/1995 I/1995

Real personal income*
$72.6
(in billions)
Total
Manufacturing

2,757.3 2,701.2

$72.0

$69.7

Construction

Government
General Services

Finance, Insurance
and Real Estate

Transportation, Communication
and Public Utilities
Wholesale/Retail Trade

NOTE: All data are seasonally adjusted. The nonagricultural employment data reflect the 1995 benchmark revision.
* Annual rate. Data deflated by CPI, 1982-84=100.

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